Support Vector Machine

A Support Vector Machine, or SVM, is a non-parametric supervised learning model. For non-linear classification and regression, they utilise the kernel trick to map inputs to high-dimensional feature spaces. SVMs construct a hyper-plane or set of hyper-planes in a high or infinite dimensional space, which can be used for classification, regression or other tasks. Intuitively, a good separation is achieved by the hyper-plane that has the largest distance to the nearest training data points of any class (so-called functional margin), since in general the larger the margin the lower the generalization error of the classifier. The figure to the right shows the decision function for a linearly separable problem, with three samples on the margin boundaries, called “support vectors”.

Source: scikit-learn

Latest Papers

PAPER DATE
A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine
Kiran BishtArun Kumar
2020-10-20
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media
Shakshi SharmaRajesh Sharma
2020-10-15
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification
Michael HerscheLuca BeniniAbbas Rahimi
2020-10-14
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation
Teruo M. MaruyamaLuiz S. OliveiraAlceu S. Britto JrRobert Sabourin
2020-10-13
Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture
Tarik AyaouMourad BoussaidKarim AfdelAbdellah Amghar
2020-10-13
MH-COVIDNet: Diagnosis of COVID-19 using Deep Neural Networks and Meta-heuristic-based Feature Selection on X-ray Images
| Murat CANAYAZ
2020-10-06
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients
Zijian LeiLiang Lan
2020-10-06
When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey
Antonio-Jesús Banegas-LunaJorge Peña-GarcíaAdrian IfteneFiorella GuadagniPatrizia FerroniNoemi ScarpatoFabio Massimo ZanzottoAndrés Bueno-CrespoHoracio Pérez-Sánchez
2020-10-01
Incorporating network based protein complex discovery into automated model construction
Paul SchererMaja TrȩbaczNikola SimidjievskiZohreh ShamsHelena Andres TerrePietro LiòMateja Jamnik
2020-09-29
Weight Prediction for Variants of Weighted Directed Networks
Dong Quan Ngoc NguyenLin XingLizhen Lin
2020-09-29
Fake News Spreader Detection on Twitter using Character N-Grams. Notebook for PAN at CLEF 2020
Inna VogelMeghana Meghana
2020-09-29
Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine
Mahmoud ShamsAmira. A. ElsonbatyWael. Z. ElSawy
2020-09-28
On the proliferation of support vectors in high dimensions
Daniel HsuVidya MuthukumarJi Xu
2020-09-22
Features based Mammogram Image Classification using Weighted Feature Support Vector Machine
S. KavithaK. K. Thyagharajan
2020-09-19
m-arcsinh: An Efficient and Reliable Function for SVM and MLP in scikit-learn
Luca Parisi
2020-09-16
Margin-Based Regularization and Selective Sampling in Deep Neural Networks
Berry WeinsteinShai FineYacov Hel-Or
2020-09-13
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models
Yandrapati Prakash BabuRajagopal Eswari
2020-09-12
Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine
Ramos Janoah HasudunganAyu Purwarianti
2020-09-12
Automatic Target Recognition (ATR) from SAR Imaginary by Using Machine Learning Techniques
Umut Özkaya
2020-09-11
WOLI at SemEval-2020 Task 12: Arabic Offensive Language Identification on Different Twitter Datasets
Yasser OtiefyAhmed AbdelmalekIslam El Hosary
2020-09-11
Population structure-learned classifier for high-dimension low-sample-size class-imbalanced problem
Liran ShenMeng Joo ErQingbo Yin
2020-09-10
Applying a random projection algorithm to optimize machine learning model for breast lesion classification
Morteza HeidariSivaramakrishnan LakshmivarahanSeyedehnafiseh MirniaharikandeheiGopichandh DanalaSai Kiran R. MaryadaHong LiuBin Zheng
2020-09-09
Relative Attribute Classification with Deep Rank SVM
Sara Atito Ali AhmedBerrin Yanikoglu
2020-09-09
Going Deep: Using deep learning techniques with simplified mathematical models against XOR BR and TBR PUFs (Attacks and Countermeasures)
Mahmoud KhalafallaMahmoud A. ElmohrCatherine Gebotys
2020-09-09
Method for classifying a noisy Raman spectrum based on a wavelet transform and a deep neural network
Liangrui PanPronthep PipitsunthonsanChalongrat DaengngamSittiporn ChannumsinSuwat SreesawetMitchai Chongcheawchamnan
2020-09-09
Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation
Wilson LauLaura AaltonenMartin GunnMeliha Yetisgen
2020-09-01
A Novel Multiple Ensemble Learning Models Based on Different Datasets for Software Defect Prediction
Ali NawazAttique Ur RehmanMuhammad Abbas
2020-08-30
Towards Demystifying Dimensions of Source Code Embeddings
Md Rafiqul Islam RabinArjun MukherjeeOmprakash GnawaliMohammad Amin Alipour
2020-08-29
An empirical investigation of different classifiers, encoding and ensemble schemes for next event prediction using business process event logs
Bayu Adhi TamaMarco ComuzziJonghyeon Ko
2020-08-24
Defending Distributed Classifiers Against Data Poisoning Attacks
Sandamal WeerasingheTansu AlpcanSarah M. ErfaniChristopher Leckie
2020-08-21
Physical Action Categorization using Signal Analysis and Machine Learning
Asad Mansoor KhanAyesha SadiqSajid Gul KhawajaMuhammad Usman AkramAli Saeed
2020-08-16
Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation Procedure
Puja SahuNandyala Hemachandra
2020-08-14
A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification
Anna Glazkova
2020-08-11
White-box Induction From SVM Models: Explainable AI with Logic Programming
Farhad ShakerinGopal Gupta
2020-08-09
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification
John T. HalloranDavid M. Rocke
2020-08-08
QUBO Formulations for Training Machine Learning Models
Prasanna DateDavis ArthurLauren Pusey-Nazzaro
2020-08-05
Palm Vein Identification based on hybrid features selection model
Mohammed Hamzah AbedAli H. AlsaeediAli D. AlfoudiAbayomi M. OtebolakuYasmeen Sajid Razooqi
2020-07-31
Regional Rainfall Prediction Using Support Vector Machine Classification of Large-Scale Precipitation Maps
Eslam A. HusseinMehrdad GhaziasgarChristopher Thron
2020-07-30
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge
Hoang Manh HungHyung-Jeong YangSoo-Hyung KimGuee-Sang Lee
2020-07-28
To Be or Not To Be a Verbal Multiword Expression: A Quest for Discriminating Features
Caroline PasquerAgata SavaryJean-Yves AntoineCarlos RamischNicolas LabrocheArnaud Giacometti
2020-07-22
A Semismooth-Newton's-Method-Based Linearization and Approximation Approach for Kernel Support Vector Machines
Chen JiangQingna Li
2020-07-21
Training with reduced precision of a support vector machine model for text classification
Dominik ŻurekMarcin Pietroń
2020-07-17
Radial basis function kernel optimization for Support Vector Machine classifiers
Karl Thurnhofer-HemsiEzequiel López-RubioMiguel A. Molina-CabelloKayvan Najarian
2020-07-16
Kernel Method based on Non-Linear Coherent State
Prayag TiwariShahram DehdashtiAbdul Karim ObeidMassimo MelucciPeter Bruza
2020-07-15
GeoStat Representations of Time Series for Fast Classification
Robert J. RavierMohammadreza SoltaniMiguel SimõesDenis GaragicVahid Tarokh
2020-07-13
Stutter Diagnosis and Therapy System Based on Deep Learning
Gresha BhatiaBinoy SahaMansi KhamkarAshish ChandwaniReshma Khot
2020-07-13
Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure
John Sipple
2020-07-12
Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data
Alaa Tharwat
2020-07-09
Streaming Complexity of SVMs
Alexandr AndoniCollin BurnsYi LiSepideh MahabadiDavid P. Woodruff
2020-07-07
A Survey of Real-Time Social-Based Traffic Detection
Hashim Abu-gellban
2020-07-07
Sentiment Polarity Detection on Bengali Book Reviews Using Multinomial Naive Bayes
Eftekhar HossainOmar SharifMohammed Moshiul Hoque
2020-07-06
Estimation of Ground Contacts from Human Gait by a Wearable Inertial Measurement Unit using machine learning
Muhammad Junaid UmerQaiser Riaz
2020-07-05
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems
Xianping DuHongyi XuFeng Zhu
2020-07-04
Context-Aware Sarcasm Detection Using BERT
Arup BaruahKaushik DasFerdous BarbhuiyaKuntal Dey
2020-07-01
Sarcasm Detection Using an Ensemble Approach
Jens LemmensBen BurtenshawEhsan LotfiIlia MarkovWalter Daelemans
2020-07-01
Automatic extraction of personal events from dialogue
Joshua EisenbergMichael Sheriff
2020-07-01
Random Partitioning Forest for Point-Wise and Collective Anomaly Detection -- Application to Intrusion Detection
| Pierre-Francois Marteau
2020-06-29
Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN
Akram SeifiMohammad EhteramVijay P. SinghAmir Mosavi
2020-06-28
Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization
Antonio CandelieriRiccardo PeregoFrancesco Archetti
2020-06-25
Distribution-Based Invariant Deep Networks for Learning Meta-Features
Gwendoline De BieHerilalaina RakotoarisonGabriel PeyréMichèle Sebag
2020-06-24
Patch Based Classification of Remote Sensing Data: A Comparison of 2D-CNN, SVM and NN Classifiers
Mahesh PalAkshayHimanshu RohillaB. Charan Teja
2020-06-21
Quantum algorithm for training nonlinear SVMs in almost linear time
Jonathan AllcockChang-Yu Hsieh
2020-06-18
Comparative Sentiment Analysis of App Reviews
Sakshi RanjanSubhankar Mishra
2020-06-17
Unified SVM algorithm based LS-DC Loss
Zhou ShuishengZhou Wendi
2020-06-16
Toward Theory of Applied Learning. What is Machine Learning?
Marina Sapir
2020-06-16
Societal biases reinforcement through machine learning: A credit scoring perspective
Bertrand K. Hassani
2020-06-15
Extracting N-ary Cross-sentence Relations using Constrained Subsequence Kernel
Sachin PawarPushpak BhattacharyyaGirish K. Palshikar
2020-06-15
Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm
Hu DingFan YangJiawei Huang
2020-06-14
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech
Thomas SearleZina IbrahimRichard Dobson
2020-06-12
Safety-guaranteed Reinforcement Learning based on Multi-class Support Vector Machine
Kwangyeon KimAkshita GuptaHong-Cheol ChoiInseok Hwang
2020-06-12
Machine learning model to cluster and map tribocorrosion regimes in feature space
Rahul Ramachandran
2020-06-11
Coresets for Near-Convex Functions
Murad TukanAlaa MaaloufDan Feldman
2020-06-09
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments
Balagopal UnnikrishnanPranshu Ranjan SinghXulei YangMatthew Chin Heng Chua
2020-06-04
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines
Allan GrønlundLior KammaKasper Green Larsen
2020-06-03
Modified Segmentation Algorithm for Recognition of Older Geez Scripts Written on Vellum
Girma NegasheAdane Mamuye
2020-05-31
SANA : Sentiment Analysis on Newspapers comments in Algeria
Hichem RahabAbdelhafid ZitouniMahieddine Djoudi
2020-05-31
SDCT-AuxNet$^θ$: DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis
Shiv GehlotAnubha GuptaRitu Gupta
2020-05-30
Detection of Bangla Fake News using MNB and SVM Classifier
Md Gulzar HussainMd Rashidul HasanMahmuda RahmanJoy ProtimSakib Al Hasan
2020-05-29
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure
| Koorosh AslansefatIoannis SorokosDeclan WhitingRamin Tavakoli KolagariYiannis Papadopoulos
2020-05-27
Proper Learning, Helly Number, and an Optimal SVM Bound
Olivier BousquetSteve HannekeShay MoranNikita Zhivotovskiy
2020-05-24
Microphone Array Based Surveillance Audio Classification
Dimitri Leandro de Oliveira SilvaTito SpadiniRicardo Suyama
2020-05-22
A cognitive based Intrusion detection system
Siamak ParhizkariMohammad Bagher Menhaj
2020-05-19
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning
Francisco Jáñez-MartinoEduardo FidalgoSantiago González-MartínezJavier Velasco-Mata
2020-05-18
Phishing URL Detection Through Top-level Domain Analysis: A Descriptive Approach
Orestis ChristouNikolaos PitropakisPavlos PapadopoulosSean McKeownWilliam J. Buchanan
2020-05-13
Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach
Sumit A. RauraleGeraldine B. BoylanGordon LightbodyJohn M. O'Toole
2020-05-12
A Relational Gradient Descent Algorithm For Support Vector Machine Training
Mahmoud Abo-KhamisSungjin ImBenjamin MoseleyKirk PruhsAlireza Samadian
2020-05-11
Automatic Detection and Recognition of Individuals in Patterned Species
Gullal Singh CheemaSaket Anand
2020-05-06
Aggression Identification in English, Hindi and Bangla Text using BERT, RoBERTa and SVM
| Arup BaruahKaushik DasFerdous BarbhuiyaKuntal Dey
2020-05-01
Development and Validation of a Corpus for Machine Humor Comprehension
Yuen-Hsien TsengWun-Syuan WuChia-Yueh ChangHsueh-Chih ChenWei-Lun Hsu
2020-05-01
Lexical Tone Recognition in Mizo using Acoustic-Prosodic Features
Parismita GogoiAbhishek DeyWendy LalhminghluiPriyankoo SarmahS R Mahadeva Prasanna
2020-05-01
Robust Question Answering Through Sub-part Alignment
Jifan ChenGreg Durrett
2020-04-30
Improving Vertical Positioning Accuracy with the Weighted Multinomial Logistic Regression Classifier
Yiyan YaoXin-long Luo
2020-04-29
Classification of Hand Gestures from Wearable IMUs using Deep Neural Network
Karush SuriRinki Gupta
2020-04-27
Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN)
Vittorio MazziaAleem KhaliqMarcello Chiaberge
2020-04-27
When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition
| Ali CaglayanNevrez ImamogluAhmet Burak CanRyosuke Nakamura
2020-04-26
NetML: A Challenge for Network Traffic Analytics
| Onur BarutYan LuoTong ZhangWeigang LiPeilong Li
2020-04-25
Development of a Machine-Learning System to Classify Lung CT Scan Images into Normal/COVID-19 Class
Seifedine KadryVenkatesan RajinikanthSeungmin RhoNadaradjane Sri Madhava RajaVaddi Seshagiri RaoKrishnan Palani Thanaraj
2020-04-24
Facial Action Unit Detection on ICU Data for Pain Assessment
Subhash NerellaAzra BihoracPatrick TigheParisa Rashidi
2020-04-24
A Mathematical Programming approach to Binary Supervised Classification with Label Noise
Víctor BlancoAlberto JapónJusto Puerto
2020-04-21
A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification
| Asunción Jiménez-CorderoJuan Miguel MoralesSalvador Pineda
2020-04-21
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews
| Gino V. H. MangnoesingMaria Mihaela TruscaFlavius Frasincar
2020-04-19
GEVO: GPU Code Optimization using Evolutionary Computation
Jhe-Yu LiouXiaodong WangStephanie ForrestCarole-Jean Wu
2020-04-17
Nonparallel Hyperplane Classifiers for Multi-category Classification
Pooja SaigalReshma Khemchandani
2020-04-16
Scenario optimization with relaxation: a new tool for design and application to machine learning problems
Marco C. CampiSimone Garatti
2020-04-13
Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction
Hong GuanJianfu LiHua XuMurthy Devarakonda
2020-04-13
A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis
Honglei LiuYan XuZhiqiang ZhangNi WangYanqun HuangZhenghan YangRui JiangHui Chen
2020-04-10
Adversary Helps: Gradient-based Device-Free Domain-Independent Gesture Recognition
Jianwei LiuJinsong HanFeng LinKui Ren
2020-04-08
Satirical News Detection with Semantic Feature Extraction and Game-theoretic Rough Sets
Yue ZhouYan ZhangJingTao Yao
2020-04-08
CSMOUTE: Combined Synthetic Oversampling and Undersampling Technique for Imbalanced Data Classification
Michał Koziarski
2020-04-07
Finding Black Cat in a Coal Cellar -- Keyphrase Extraction & Keyphrase-Rubric Relationship Classification from Complex Assignments
| Manikandan Ravikiran
2020-04-03
TSception: A Deep Learning Framework for Emotion Detection Using EEG
| Yi DingNeethu RobinsonQiuhao ZengDuo ChenAung Aung Phyo WaiTih-Shih LeeCuntai Guan
2020-04-02
Digit Recognition Using Convolution Neural Network
Kajol Gupta
2020-04-01
Discriminative Viewer Identification using Generative Models of Eye Gaze
Silvia MakowskiLena A. JägerLisa SchwetlickHans TrukenbrodRalf EngbertTobias Scheffer
2020-03-25
A Unified Framework for Multiclass and Multilabel Support Vector Machines
Hoda ShajariAnand Rangarajan
2020-03-25
Computer Vision and Abnormal Patient Gait Assessment a Comparison of Machine Learning Models
Jasmin HundallBenson A. Babu
2020-03-22
Faster SVM Training via Conjugate SMO
Alberto Torres-BarránCarlos AlaízJosé R. Dorronsoro
2020-03-19
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
Sihua WangMingzhe ChenChangchuan YinWalid SaadChoong Seon HongShuguang CuiH. Vincent Poor
2020-03-19
Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario
Yu TianKunbo ZhangLeyuan WangZhenan Sun
2020-03-18
Two Tier Prediction of Stroke Using Artificial Neural Networks and Support Vector Machines
Jerrin Thomas PanachakelJeena R. S
2020-03-17
Key Phrase Classification in Complex Assignments
Manikandan Ravikiran
2020-03-16
Radiomic feature selection for lung cancer classifiers
Hina ShakirHaroon RasheedTariq Mairaj Rasool Khan
2020-03-16
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression
Zheng GeZequn JieXin HuangRong XuOsamu Yoshie
2020-03-16
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers
Muhammad Ali FarooqMuhammad Aatif Mobeen AzharRana Hammad Raza
2020-03-13
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme
Flavio CarvalhoGustavo Paiva Guedes
2020-03-12
A Fourier Domain Feature Approach for Human Activity Recognition & Fall Detection
Asma KhatunSk. Golam Sarowar Hossain
2020-03-11
Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of $β$-VAE
Vijaya Kumar SundarShreyas RamakrishnaZahra RahiminasabArvind EaswaranAbhishek Dubey
2020-03-10
Security of Distributed Machine Learning: A Game-Theoretic Approach to Design Secure DSVM
Rui ZhangQuanyan Zhu
2020-03-08
PUMiner: Mining Security Posts from Developer Question and Answer Websites with PU Learning
Triet H. M. LeDavid HinRoland CroftM. Ali Babar
2020-03-08
Application of Support Vector Machines for Seismogram Analysis and Differentiation
Rohit Kumar Shrivastava
2020-03-06
Brazilian Lyrics-Based Music Genre Classification Using a BLSTM Network
Raul de Araújo LimaRômulo César Costa de SousaSimone Diniz Junqueira BarbosaHélio Cortês Vieira Lopes
2020-03-06
Tropical Support Vector Machine and its Applications to Phylogenomics
| Xiaoxian TangHoujie WangRuriko Yoshida
2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?
| Pedro Henrique Luz de AraujoTeófilo Emidio de CamposMarcelo Magalhães Silva de Sousa
2020-03-02
An End-to-End Graph Convolutional Kernel Support Vector Machine
Padraig Corcoran
2020-02-29
DROCC: Deep Robust One-Class Classification
Sachin GoyalAditi RaghunathanMoksh JainHarsha Vardhan SimhadriPrateek Jain
2020-02-28
Utilizing Network Properties to Detect Erroneous Inputs
Matt GorbettNathaniel Blanchard
2020-02-28
Transferring Dense Pose to Proximal Animal Classes
Artsiom SanakoyeuVasil KhalidovMaureen S. McCarthyAndrea VedaldiNatalia Neverova
2020-02-28
Amateur Drones Detection: A machine learning approach utilizing the acoustic signals in the presence of strong interference
Zahoor UddinMuhammad AltafMuhammad BilalLewis NkenyereyeAli Kashif Bashir
2020-02-28
The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers
Hu DingRuizhe QinJiawei Huang
2020-02-27
ParasNet: Fast Parasites Detection with Neural Networks
X. F. XuS. TalbotT. Selvaraja
2020-02-26
Nonlinear classifiers for ranking problems based on kernelized SVM
| Václav MáchaLukáš AdamVáclav Šmídl
2020-02-26
SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation
| Zechen LiuZizhang WuRoland Tóth
2020-02-24
Human Activity Recognition using Multi-Head CNN followed by LSTM
Waqar AhmadMisbah KazmiHazrat Ali
2020-02-21
Nyström Subspace Learning for Large-scale SVMs
Weida LiMingxia LiuDaoqiang Zhang
2020-02-20
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks
Xin GuoLuisa F. PolaníaKenneth E. Barner
2020-02-20
Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines
David TorpeyTurgay Celik
2020-02-19
Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning Techniques
Manav KaushikA K Giri
2020-02-19
Hybrid Embedded Deep Stacked Sparse Autoencoder with w_LPPD SVM Ensemble
Yongming LiYan LeiPin WangYuchuan Liu
2020-02-17
On Coresets for Support Vector Machines
Murad TukanCenk BaykalDan FeldmanDaniela Rus
2020-02-15
Efficient Structure-preserving Support Tensor Train Machine
Kirandeep KourSergey DolgovMartin StollPeter Benner
2020-02-12
Convolutional Support Vector Machine
Wei-Chang Yeh
2020-02-11
Improved Subsampled Randomized Hadamard Transform for Linear SVM
Zijian LeiLiang Lan
2020-02-05
Emotion Recognition Using Speaker Cues
Ismail Shahin
2020-02-04
A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts
Lingyun ZhaoLin LiXinhao Zheng
2020-01-14
LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction
| Vlad NiculaeAndré F. T. Martins
2020-01-13
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra DubeyDimitra EmmanouilidouIvan J. Tashev
2020-01-12
Kernelized Support Tensor Train Machines
Cong ChenKim BatselierWenjian YuNgai Wong
2020-01-02
Text Classification for Azerbaijani Language Using Machine Learning and Embedding
Umid SuleymanovBehnam Kiani KalejahiElkhan AmrahovRashid Badirkhanli
2019-12-26
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification
Bennet BreierArno Onken
2019-12-20
Enabling Smartphone-based Estimation of Heart Rate
Nutta HomdeeMehdi BoukhechbaYixue W. FengNatalie KramerJohn LachLaura E. Barnes
2019-12-18
Evaluating Usage of Images for App Classification
Kushal SinglaNiloy MukherjeeHari Manassery KoduvelyJoy Bose
2019-12-16
Support Vector Machine Classifier via $L_{0/1}$ Soft-Margin Loss
Huajun WangYuanhai ShaoShenglong ZhouCe ZhangNaihua Xiu
2019-12-16
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter
Puja SahuNandyala Hemachandra
2019-12-14
Seizure Prediction Using Bidirectional LSTM
Hazrat AliFeroz KarimJunaid Javed QureshiAdnan Omer AbuassbaMohammad Farhad Bulbul
2019-12-13
Totally Deep Support Vector Machines
Hichem Sahbi
2019-12-12
Convolutional Neural Networks for User Identificationbased on Motion Sensors Represented as Image
Cezara BeneguiRadu Tudor Ionescu
2019-12-08
ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction
Harsh ChaudhariAshish ChoudhuryArpita PatraAjith Suresh
2019-12-05
Towards Constructing a Corpus for Studying the Effects of Treatments and Substances Reported in PubMed Abstracts
Evgeni StefchovGalia AngelovaPreslav Nakov
2019-12-04
Extracting Trips from Multi-Sourced Data for Mobility Pattern Analysis: An App-Based Data Example
Feilong WangJingxing WangJinzhou CaoCynthia ChenXuegangBan
2019-12-04
Multiclass Learning from Contradictions
Sauptik DharVladimir CherkasskyMohak Shah
2019-12-01
Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Jayanta DeyMohammad Ariful Haque
2019-12-01
Predominant Musical Instrument Classification based on Spectral Features
| Karthikeya RacharlaVineet KumarChaudhari Bhushan JayantAnkit KhairkarPaturu Harish
2019-11-30
Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM
Alberto BarbadoÓscar CorchoRichard Benjamins
2019-11-21
Machine Learning Classification Informed by a Functional Biophysical System
| Jason A. PlattAnna MillerLawson FullerHenry D. I. Abarbanel
2019-11-19
A Model of Double Descent for High-dimensional Binary Linear Classification
Zeyu DengAbla KammounChristos Thrampoulidis
2019-11-13
A convolutional neural network reaches optimal sensitivity for detecting some, but not all, patterns
Fabian H. ReithBrian A. Wandell
2019-11-12
Conductor Galloping Prediction on Imbalanced Datasets: SVM with Smart Sampling
Kui WangJian SunChenye WuYang Yu
2019-11-09
Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification
Muhammad Hussain KhanZainab SaleemMuhammad AhmadAhmed SohaibHamail Ayaz
2019-11-09
Adaptive Kernel Value Caching for SVM Training
Qinbin LiZeyi WenBingsheng He
2019-11-08
Evaluating the classification of Fermi BCUs from the 4FGL Catalog Using Machine Learning
Shi-Ju KangEnze LiWujing OuKerui ZhuJun-Hui FanQingwen WuYue Yin
2019-11-06
Towards Monitoring Parkinson's Disease Following Drug Treatment: CGP Classification of rs-MRI Data
Amir DehsarviJennifer Kay South PalomaresStephen Leslie Smith
2019-11-06
Correlated Feature Selection for Tweet Spam Classification using Artificial Neural Networks
Prakamya Mishra
2019-11-06
Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity
Eirini TroullinouGrigorios TsagkatakisGanna PalaginaMaria PapadopouliStelios Manolis SmirnakisPanagiotis Tsakalides
2019-11-05
A Study of Data Pre-processing Techniques for Imbalanced Biomedical Data Classification
Shigang LiuJun ZhangYang XiangWanlei ZhouDongxi Xiang
2019-11-04
Hybrid Machine Learning Model of Extreme Learning Machine Radial basis function for Breast Cancer Detection and Diagnosis; a Multilayer Fuzzy Expert System
Sanaz MojrianGergo PinterJavad Hassannataj JoloudariImre FeldeNarjes NabipourLaszlo NadaiAmir Mosavi
2019-10-29
Detect Toxic Content to Improve Online Conversations
Deepshi MedirattaNikhil Oswal
2019-10-29
Fine-Grained Object Detection over Scientific Document Images with Region Embeddings
Ankur GoswamiJoshua McGrathShanan PetersTheodoros Rekatsinas
2019-10-28
Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening
Panayu KeelawatNattapong ThammasanMasayuki NumaoBoonserm Kijsirikul
2019-10-22
Train Where the Data is: A Case for Bandwidth Efficient Coded Training
Zhifeng LinKrishna Giri NarraMingchao YuSalman AvestimehrMurali Annavaram
2019-10-22
Solving dynamic multi-objective optimization problems via support vector machine
Min JiangWeizhen HuLiming QiuMinghui ShiKay Chen Tan
2019-10-19
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification
Vivian LaiJon Z. CaiChenhao Tan
2019-10-18
Classification of Resting-State fMRI using Evolutionary Algorithms: Towards a Brain Imaging Biomarker for Parkinson's Disease
Amir DehsarviStephen L. Smith
2019-10-11
PINFER: Privacy-Preserving Inference for Machine Learning
Marc JoyeFabien A. P. Petitcolas
2019-10-04
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
| Sanjeev AroraSimon S. DuZhiyuan LiRuslan SalakhutdinovRuosong WangDingli Yu
2019-10-03
The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews
Benjamin van der BurghSuzan Verberne
2019-10-02
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions
Yatin ChaudharyPankaj GuptaHinrich Schütze
2019-10-01
Facial Expression Recognition Using Disentangled Adversarial Learning
Kamran AliCharles E. Hughes
2019-09-28
Stock Market Forecasting Based on Text Mining Technology: A Support Vector Machine Method
Yancong XieHongxun Jiang
2019-09-27
Non-Invasive Fuhrman Grading of Clear Cell Renal Cell Carcinoma Using Computed Tomography Radiomics Features and Machine Learning
Mostafa NazariIsaac ShiriGhasem HajianfarNiki OveisiHamid AbdollahiMohammad Reza DeevbandMehrdad Oveisi
2019-09-26
Support Vector Machines on Noisy Intermediate Scale Quantum Computers
Jiaying YangAhsan Javed AwanGemma Vall-Llosera
2019-09-26
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor
Arit Kumar BishwasAshish ManiVasile Palade
2019-09-21
STELA: A Real-Time Scene Text Detector with Learned Anchor
| Linjie DengYanxiang GongXinchen LuYi LinZheng MaMei Xie
2019-09-17
Knowledge Discovery In Nanophotonics Using Geometric Deep Learning
Yashar KiarashinejadMohammadreza ZandehshahvarSajjad AbdollahramezaniOmid HemmatyarReza PourabolghasemAli Adibi
2019-09-16
Musical Instrument Classification via Low-Dimensional Feature Vectors
| Zishuo ZhaoHaoyun Wang
2019-09-16
Neural Population Coding for Effective Temporal Classification
Zihan PanJibin WuYansong ChuaMalu ZhangHaizhou Li
2019-09-12
Self-paced Ensemble for Highly Imbalanced Massive Data Classification
| Zhining LiuWei CaoZhifeng GaoJiang BianHechang ChenYi ChangTie-Yan Liu
2019-09-08
Sentiment Polarity Detection in Azerbaijani Social News Articles
Sevda MammadliShamsaddin HuseynovHuseyn AlkaramovUlviyya JafarliUmid SuleymanovSamir Rustamov
2019-09-01
Neural Feature Extraction for Contextual Emotion Detection
Elham MohammadiHessam AminiLeila Kosseim
2019-09-01
Classification Approaches to Identify Informative Tweets
Piush Aggarwal
2019-09-01
Unsupervised Deep Feature Transfer for Low Resolution Image Classification
Yuanwei WuZiming ZhangGuanghui Wang
2019-08-27
Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper
Muhammad Maaz
2019-08-22
Contour Detection in Cassini ISS images based on Hierarchical Extreme Learning Machine and Dense Conditional Random Field
Xiqi YangQingfeng ZhangZhan Li
2019-08-22
An efficient hybrid deep learning approach for internet security
Fatih Ertam
2019-08-20
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines
Iordanis KerenidisAnupam PrakashDániel Szilágyi
2019-08-19
TwistBytes -- Hierarchical Classification at GermEval 2019: walking the fine line (of recall and precision)
Fernando Benites
2019-08-18
AI-based Prediction of Independent Construction Safety Outcomes from Universal Attributes
Henrietta BakerMatthew R. HallowellAntoine J. -P. Tixier
2019-08-16
Named Entity Recognition for Nepali Language
| Oyesh Mann SinghAnkur PadiaAnupam Joshi
2019-08-16
Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features
Redha AliRussell C. HardieManawaduge Supun De SilvaTemesguen Messay Kebede
2019-08-14
High Accurate Unhealthy Leaf Detection
S. Mohan SaiG. GopichandC. Vikas ReddyK. Mona Teja
2019-08-14
AppMine: Behavioral Analytics for Web Application Vulnerability Detection
Indranil JanaAlina Oprea
2019-08-06
Quantum-enhanced least-square support vector machine: simplified quantum algorithm and sparse solutions
Jie LinDan-Bo ZhangShuo ZhangXiang WangTan LiWan-su Bao
2019-08-05
Machine Learning as Ecology
Owen HowellCui WenpingRobert Marsland IIIPankaj Mehta
2019-08-02
Arabic Tweet-Act: Speech Act Recognition for Arabic Asynchronous Conversations
Bushra AlgotimlAbdelRahim ElmadanyWalid Magdy
2019-08-01
Synthetic Image Augmentation for Improved Classification using Generative Adversarial Networks
Keval Doshi
2019-07-31
Task Classification Model for Visual Fixation, Exploration, and Search
Ayush KumarAnjul TyagiMichael BurchDaniel WeiskopfKlaus Mueller
2019-07-29
A Hardware-Efficient ADMM-Based SVM Training Algorithm for Edge Computing
Shuo-An HuangChia-Hsiang Yang
2019-07-23
Word Sense Disambiguation using Diffusion Kernel PCA
Bilge SipalOzcan SariAsena TekeNurullah Demirci
2019-07-21
Feature Extraction Based Machine Learning for Human Burn Diagnosis From Burn Images
D. P. YADAVASHISH SHARMAMADHUSUDAN SINGHAND AYUSH GOYAL
2019-07-18
Latent Adversarial Defence with Boundary-guided Generation
Xiaowei ZhouIvor W. TsangJie Yin
2019-07-16
The Bregman-Tweedie Classification Model
Hyenkyun Woo
2019-07-16
Automatic Mass Detection in Breast Using Deep Convolutional Neural Network and SVM Classifier
Md. Kamrul HasanTajwar Abrar Aleef
2019-07-09
StrokeSave: A Novel, High-Performance Mobile Application for Stroke Diagnosis using Deep Learning and Computer Vision
Ankit Gupta
2019-07-09
Ordered SGD: A New Stochastic Optimization Framework for Empirical Risk Minimization
| Kenji KawaguchiHaihao Lu
2019-07-09
Development of email classifier in Brazilian Portuguese using feature selection for automatic response
Rogerio BonattiArthur Gola de Paula
2019-07-08
Resource-Efficient Computing in Wearable Systems
Mahdi PedramMahsan RofoueiFrancesco FraternaliZhila Esna AshariHassan Ghasemzadeh
2019-07-07
Learning Multi-Party Turn-Taking Models from Dialogue Logs
Maira Gatti de BayserPaulo CavalinClaudio PinhanezBianca Zadrozny
2019-07-03
Variance Reduction for Matrix Games
Yair CarmonYujia JinAaron SidfordKevin Tian
2019-07-03
On a Randomized Multi-Block ADMM for Solving Selected Machine Learning Problems
| Mingxi ZhuKresimir MihicYinyu Ye
2019-07-03
Bot and Gender Detection of Twitter Accounts Using Distortion and LSA
| Andrea BacciuMassimo La MorgiaAlessandro MeiEugenio Nerio NemmiValerio NeriJulinda Stefa
2019-07-01
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates
| Shohreh HaddadanElena CabrioSerena Villata
2019-07-01
Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering
Xiaoyu QinKai Ming TingYe ZhuVincent CS Lee
2019-06-30
Training Models to Extract Treatment Plans from Clinical Notes Using Contents of Sections with Headings
Ananya PoddarBharath DandalaMurthy Devarakonda
2019-06-27
Quantum-Inspired Support Vector Machine
Chen DingTian-Yi BaoHe-Liang Huang
2019-06-21
Online Matrix Completion with Side Information
Mark HerbsterStephen PasterisLisa Tse
2019-06-17
Recursive Style Breach Detection with Multifaceted Ensemble Learning
Daniel KopevDimitrina ZlatkovaKristiyan MitovAtanas AtanasovMomchil HardalovIvan KoychevPreslav Nakov
2019-06-17
Support vector machines on the D-Wave quantum annealer
Dennis WillschMadita WillschHans De RaedtKristel Michielsen
2019-06-14
Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations
Amita MisraMansurul BhuiyanJalal MahmudSaurabh Tripathy
2019-06-11
A refined primal-dual analysis of the implicit bias
Ziwei JiMatus Telgarsky
2019-06-11
The Implicit Bias of AdaGrad on Separable Data
Qian QianXiaoyuan Qian
2019-06-09
Support Vector Machine-Based Fire Outbreak Detection System
Uduak UmohEdward UdoNyoho Emmanuel
2019-06-08
Classifying the reported ability in clinical mobility descriptions
Denis Newman-GriffisAyah ZiriklyGuy DivitaBart Desmet
2019-06-07
Automatically Evaluating Balance: A Machine Learning Approach
Tian BaoBrooke N. KlattSusan L. WhitneyKathleen H. SienkoJenna Wiens
2019-06-07
Visual Confusion Label Tree For Image Classification
Yuntao LiuYong DouRuochun JinRongchun Li
2019-06-05
Enumeration of Distinct Support Vectors for Interactive Decision Making
Kentaro KanamoriSatoshi HaraMasakazu IshihataHiroki Arimura
2019-06-05
FERMI at SemEval-2019 Task 5: Using Sentence embeddings to Identify Hate Speech Against Immigrants and Women in Twitter
Vijayasaradhi IndurthiBakhtiyar SyedManish ShrivastavaNikhil ChakravartulaManish GuptaVasudeva Varma
2019-06-01
CLaC Lab at SemEval-2019 Task 3: Contextual Emotion Detection Using a Combination of Neural Networks and SVM
Elham MohammadiHessam AminiLeila Kosseim
2019-06-01
Podlab at SemEval-2019 Task 3: The Importance of Being Shallow
Andrew NguyenTobin SouthNigel BeanJonathan TukeLewis Mitchell
2019-06-01
SINAI at SemEval-2019 Task 3: Using affective features for emotion classification in textual conversations
Flor Miriam Plaza-del-ArcoM. Dolores Molina-Gonz{\'a}lezMaite MartinL. Alfonso Ure{\~n}a-L{\'o}pez
2019-06-01
sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection
Aria NourbakhshFrida VermeerGijs WiltvankRob van der Goot
2019-06-01
Fermi at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings
Vijayasaradhi IndurthiBakhtiyar SyedManish ShrivastavaManish GuptaVasudeva Varma
2019-06-01
SINAI at SemEval-2019 Task 6: Incorporating lexicon knowledge into SVM learning to identify and categorize offensive language in social media
Flor Miriam Plaza-del-ArcoM. Dolores Molina-Gonz{\'a}lezMaite MartinL. Alfonso Ure{\~n}a-L{\'o}pez
2019-06-01
T\"uKaSt at SemEval-2019 Task 6: Something Old, Something Neu(ral): Traditional and Neural Approaches to Offensive Text Classification
Madeeswaran KannanLukas Stein
2019-06-01
Cardiff University at SemEval-2019 Task 4: Linguistic Features for Hyperpartisan News Detection
Carla P{\'e}rez-AlmendrosLuis Espinosa-AnkeSteven Schockaert
2019-06-01
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
Niko Pali{\'c}Juraj VladikaDominik {\v{C}}ubeli{\'c}Ivan Lovren{\v{c}}i{\'c}Maja BuljanJan {\v{S}}najder
2019-06-01
Team Kermit-the-frog at SemEval-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features
Talita AnthonioLennart Kloppenburg
2019-06-01
Tom Jumbo-Grumbo at SemEval-2019 Task 4: Hyperpartisan News Detection with GloVe vectors and SVM
Chia-Lun YehBabak LoniAnne Schuth
2019-06-01
UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution
Haonan LiMinghan WangTimothy BaldwinMartin TomkoMaria Vasardani
2019-06-01
Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation
Nianheng WuEric DeMattosKwok Him SoPin-zhen Chen{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekin
2019-06-01
Extracting Adverse Drug Event Information with Minimal Engineering
Timothy MillerAlon GevaDmitriy Dligach
2019-06-01
Towards the Data-driven System for Rhetorical Parsing of Russian Texts
Artem ShelmanovDina PisarevskayaElena ChistovaSvetlana ToldovaMaria KobozevaIvan Smirnov
2019-06-01
Identifying therapist conversational actions across diverse psychotherapeutic approaches
Fei-Tzin LeeDerrick HullJacob LevineBonnie RayKathy McKeown
2019-06-01
CLaC at CLPsych 2019: Fusion of Neural Features and Predicted Class Probabilities for Suicide Risk Assessment Based on Online Posts
Elham MohammadiHessam AminiLeila Kosseim
2019-06-01
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks
Albin ZeheLena HettingerStefan ErnstChristian HauptmannAndreas Hotho
2019-06-01
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums
Victor RuizLingyun ShiWei QuanNeal RyanC BiernessericeDavid BrentRich Tsui
2019-06-01
Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease
Yi-Wen LiuSheng-Lun KaoHau-Tieng WuTzu-Chi LiuTe-Yung FangPa-Chun Wang
2019-05-30
A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections
Alison K. CheesemanHamid TizhooshEdward R. Vrscay
2019-05-28
The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial
Benyamin GhojoghMark Crowley
2019-05-28
New methods for SVM feature selection
Tangui AladjidiFrançois Pasqualini
2019-05-23
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks
Xuan NguyenLuc BrunOlivier LezoraySébastien Bougleux
2019-05-20
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams
| Sergio G. BurdissoMarcelo ErrecaldeManuel Montes-y-Gómez
2019-05-18
Exact high-dimensional asymptotics for Support Vector Machine
Haoyang Liu
2019-05-13
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation
Gyeongsik MoonJu Yong ChangKyoung Mu Lee
2019-05-10
AutoAssist: A Framework to Accelerate Training of Deep Neural Networks
| Jiong ZhangHsiang-fu YuInderjit S. Dhillon
2019-05-08
A Pattern Recognition Method for Partial Discharge Detection on Insulated Overhead Conductors
Ming DongJessie SunCarl Wang
2019-05-05
A Review of Object Detection Models based on Convolutional Neural Network
F. SultanaA. SufianP. Dutta
2019-05-05
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM
Vibhatha AbeykoonGeoffrey FoxMinje Kim
2019-05-03
On Linear Learning with Manycore Processors
Eliza WszolaCelestine Mendler-DünnerMartin JaggiMarkus Püschel
2019-05-02
Psychophysical vs. learnt texture representations in novelty detection
Michael GrunwaldMatthias HermannFabian FreibergMatthias O. Franz
2019-05-01
High-Performance Support Vector Machines and Its Applications
Taiping HeTao WangRalph AbbeyJoshua Griffin
2019-05-01
An Exhaustive Analysis of Lazy vs. Eager Learning Methods for Real-Estate Property Investment
Setareh RafatiradMaryam Heidari
2019-05-01
HOG feature extraction from encrypted images for privacy-preserving machine learning
Masaki KitayamaHitoshi Kiya
2019-04-29
Experiments in Cuneiform Language Identification
Gustavo Henrique PaetzoldMarcos Zampieri
2019-04-27
Robustness Verification of Support Vector Machines
Francesco RanzatoMarco Zanella
2019-04-26
Robust Metric Learning based on the Rescaled Hinge Loss
Sumia Abdulhussien Razooqi Al-ObaidiDavood ZabihzadehHamideh Hajiabadi
2019-04-26
A Comparison Study of Credit Card Fraud Detection: Supervised versus Unsupervised
Xuetong NiuLi WangXulei Yang
2019-04-24
A Robust Approach for Securing Audio Classification Against Adversarial Attacks
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
2019-04-24
Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes
Yujia BaoZhengyi DengYan WangHeeyoon KimVictor Diego ArmengolFrancisco AcevedoNofal OuardaouiCathy WangGiovanni ParmigianiRegina BarzilayDanielle BraunKevin S Hughes
2019-04-24
Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition
Matthew EnglandDorian Florescu
2019-04-24
Topic Classification Method for Analyzing Effect of eWOM on Consumer Game Sales
Yoshiki HoriiHirofumi NonakaElisa Claire Alemán CarreónHiroki HorinoToru Hiraoka
2019-04-23
Double Transfer Learning for Breast Cancer Histopathologic Image Classification
Jonathan de MatosAlceu de S. Britto Jr.Luiz E. S. OliveiraAlessandro L. Koerich
2019-04-16
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation
| Junhao WenElina Thibeau-SutreMauricio Diaz-MeloJorge Samper-GonzalezAlexandre RoutierSimona BottaniDidier DormontStanley DurrlemanNinon BurgosOlivier Colliot
2019-04-16
Measuring the influence of mere exposure effect of TV commercial adverts on purchase behavior based on machine learning prediction models
Elisa Claire Alemán CarreónHirofumi NonakaAsahi HentonaHirochika Yamashiro
2019-04-15
BoLTVOS: Box-Level Tracking for Video Object Segmentation
Paul VoigtlaenderJonathon LuitenBastian Leibe
2019-04-09
Feature Learning Viewpoint of AdaBoost and a New Algorithm
Fei WangZhongheng LiFang HeRong WangWeizhong YuFeiping Nie
2019-04-08
[email protected] at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs
| Jian ZhuZuoyu TianSandra Kübler
2019-04-06
Logitron: Perceptron-augmented classification model based on an extended logistic loss function
Hyenkyun Woo
2019-04-05
Empirical Study of Deep Learning for Text Classification in Legal Document Review
Fusheng WeiHan QinShi YeHaozhen Zhao
2019-04-03
Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP
Pierre FalezPierre TirillyIoan Marius BilascoPhilippe DeviennePierre Boulet
2019-04-03
Exposing GAN-synthesized Faces Using Landmark Locations
Xin YangYuezun LiHonggang QiSiwei Lyu
2019-03-30
Neuromorphic In-Memory Computing Framework using Memtransistor Cross-bar based Support Vector Machines
P. KumarA. R. NairO. ChatterjeeT. PaulA. GhoshS. ChakrabarttyC. S. Thakur
2019-03-29
Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis
Lei LinBeilei XuWencheng WuTrevor RichardsonEdgar A. Bernal
2019-03-28
Domain Independent SVM for Transfer Learning in Brain Decoding
Shuo ZhouWenwen LiChristopher R. CoxHaiping Lu
2019-03-26
Weighted Multisource Tradaboost
João AntunesAlexandre BernardinoAsim SmailagicDaniel Siewiorek
2019-03-26
Scalable Data Augmentation for Deep Learning
Yuexi WangNicholas G. PolsonVadim O. Sokolov
2019-03-22
Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions
Taiyao WangIoannis Ch. Paschalidis
2019-03-21
Parametic Classification of Handvein Patterns Based on Texture Features
Harbi AlMahafzahMohammad ImranandSupreetha Gowda H. D.
2019-03-21
Emotion Recognition with Machine Learning Using EEG Signals
Omid BazgirZeynab MohammadiSeyed Amir Hassan Habibi
2019-03-18
Sentiment Analysis on IMDB Movie Comments and Twitter Data by Machine Learning and Vector Space Techniques
İlhan TarımerAdil ÇobanArif Emre Kocaman
2019-03-18
Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation
C. ChalmersP. FergusC. Aday Curbelo MontanezS. SikdarF. BallB. Kendall
2019-03-18
Deep Features for Tissue-Fold Detection in Histopathology Images
Morteza BabaieH. R. Tizhoosh
2019-03-17
DysLexML: Screening Tool for Dyslexia Using Machine Learning
Thomais AsvestopoulouVictoria ManousakiAntonis PsistakisIoannis SmyrnakisVassilios AndreadakisIoannis M. AslanidesMaria Papadopouli
2019-03-14
Image Classification base on PCA of Multi-view Deep Representation
Yaoqi SunLiang LiLiang ZhengJi HuYatong JiangChenggang Yan
2019-03-12
Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs
Saeed MasoudniaOmid MersaBabak N. AraabiAbdol-Hossein VahabieMohammad Amin SadeghiMajid Nili Ahmadabadi
2019-03-11
Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia
Vikram VenkatraghavanFlorian DubostEsther E. BronWiro J. NiessenMarleen de BruijneStefan Klein
2019-03-08
Image Privacy Prediction Using Deep Neural Networks
Ashwini TongeCornelia Caragea
2019-03-08
Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics
Hongmei WangZhenzhen WuShuai MaSongtao LuHan ZhangGuoru DingShiyin Li
2019-03-08
Automatic Classification of Pathology Reports using TF-IDF Features
Shivam KalraLarry LiHamid R. Tizhoosh
2019-03-05
Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space
Masoud Badiei KhuzaniHongyi RenVarun VasudevanLei Xing
2019-02-27
A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine
Omar Al-Harbi
2019-02-17
Nowcasting Recessions using the SVM Machine Learning Algorithm
Alexander JamesYaser S. Abu-MostafaXiao Qiao
2019-02-17
SVM-based Deep Stacking Networks
Jingyuan WangKai FengJunjie Wu
2019-02-15
An Ensemble SVM-based Approach for Voice Activity Detection
Jayanta DeyMd Sanzid Bin HossainMohammad Ariful Haque
2019-02-05
Quantum Sparse Support Vector Machines
Tomasz ArodzSeyran Saeedi
2019-02-05
Hop: Heterogeneity-Aware Decentralized Training
Qinyi LuoJinkun LinYouwei ZhuoXuehai Qian
2019-02-04
Medical Diagnosis with a Novel SVM-CoDOA Based Hybrid Approach
M. Hanefi Calp
2019-02-02
Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features
Rafal PilarczykXin ChangWladyslaw Skarbek
2019-01-31
Throttling Malware Families in 2D
Mohamed NassarHaidar Safa
2019-01-29
Support Feature Machines
Tomasz MaszczykWłodzisław Duch
2019-01-28
Hybrid NER System for Multi-Source Offer Feeds
Anusha HollaBharat GaindVikas Reddy KattaAbhishek KunduS Kamalesh
2019-01-24
Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification
| Xia YuanLiao xiaoliLi ShileiShi QinwenWu JinfaLi Ke
2019-01-24
Protein Classification using Machine Learning and Statistical Techniques: A Comparative Analysis
Chhote Lal Prasad GuptaAnand BihariSudhakar Tripathi
2019-01-18
A Speech Act Classifier for Persian Texts and its Application in Identifying Rumors
Zoleikha Jahanbakhsh-NagadehMohammad-Reza Feizi-DerakhshiArash Sharifi
2019-01-12
Summarization and Visualization of Large Volumes of Broadcast Video Data
Kumar AbhishekAshok Yogi
2019-01-12
Cricket stroke extraction: Towards creation of a large-scale cricket actions dataset
Arpan GuptaSakthi Balan M
2019-01-10
Image Recognition of Tea Leaf Diseases Based on Convolutional Neural Network
Xiaoxiao SunShaomin MuYongyu XuZhihao CaoTingting Su
2019-01-09
Audio Captcha Recognition Using RastaPLP Features by SVM
| Ahmet Faruk CakmakMuhammet Balcilar
2019-01-08
Solving large-scale L1-regularized SVMs and cousins: the surprising effectiveness of column and constraint generation
Antoine DedieuRahul Mazumder
2019-01-06
Event detection in Twitter: A keyword volume approach
| Ahmad Hany HossnyLewis Mitchell
2019-01-03
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers
| V.Mondéjar-GuerrJ.NovoJ.RoucoM.G.PenedoM.Ortega
2019-01-01
Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu
Moin KhanKamran Malik
2018-12-30
Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?
Congcong WangVivek SharmaYu FanFaouzi Alaya CheikhAzeddine BeghdadiOle Jacob ElleRainer Stiefelhagen
2018-12-27
Automated detection of block falls in the north polar region of Mars
L. FanaraK. GwinnerE. HauberJ. Oberst
2018-12-20
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces
| Michael HerscheJosé del R. MillánLuca BeniniAbbas Rahimi
2018-12-13
Detecting weak and strong Islamophobic hate speech on social media
Bertie VidgenTaha Yasseri
2018-12-12
Semi-supervised dual graph regularized dictionary learning
Khanh-Hung TranFred-Maurice Ngole-MboulaJean-Luc Starck
2018-12-11
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval
Asheet KumarShivam ChoudharyVaibhav Singh KhokharVikas MeenaChiranjoy Chattopadhyay
2018-12-11
Detecting Adversarial Examples in Convolutional Neural Networks
Stefanos PertigkiozoglouPetros Maragos
2018-12-08
EEG Classification based on Image Configuration in Social Anxiety Disorder
Lubna Shibly MokatrenRashid AnsariAhmet Enis CetinAlex D. LeowOlusola AjiloreHeide KlumppFatos T. Yarman Vural
2018-12-07
Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks
Amir MoradibaadRamin Jalilian Mashhoud
2018-12-07
Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission
Dongzhu LiuGuangxu ZhuJun ZhangKaibin Huang
2018-12-05
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs
| Haimonti DuttaNitin Nataraj
2018-12-05
Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences
Haifeng Wang
2018-12-04
A System for Automated Image Editing from Natural Language Commands
Jacqueline BrixeyRamesh ManuvinakurikeNham LeTuan LaiWalter ChangTrung Bui
2018-12-03
Distributed Inference for Linear Support Vector Machine
Xiaozhou WangZhuoyi YangXi ChenWeidong Liu
2018-11-29
Deep Frank-Wolfe For Neural Network Optimization
| Leonard BerradaAndrew ZissermanM. Pawan Kumar
2018-11-19
Classifying Patent Applications with Ensemble Methods
Fernando BenitesShervin MalmasiMarcos Zampieri
2018-11-12
In-the-wild Facial Expression Recognition in Extreme Poses
Fei YangQian ZhangChi ZhengGuoping Qiu
2018-11-06
How Many Pairwise Preferences Do We Need to Rank A Graph Consistently?
Aadirupa SahaRakesh ShivannaChiranjib Bhattacharyya
2018-11-06
Algorithms for screening of Cervical Cancer: A chronological review
Yasha SinghDhruv SrivastavaP. S. ChandranandDr. Surinder Singh
2018-11-02
Exposing Deep Fakes Using Inconsistent Head Poses
Xin YangYuezun LiSiwei Lyu
2018-11-01
Using Author Embeddings to Improve Tweet Stance Classification
Adrian BentonMark Dredze
2018-11-01
Alzheimer's Disease Diagnosis Based on Cognitive Methods in Virtual Environments and Emotions Analysis
Juan Manuel Fernández Montenegro
2018-10-25
Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories
Naima OtberdoutAnis KacemMohamed DaoudiLahoucine BallihiStefano Berretti
2018-10-25
Multimodal Polynomial Fusion for Detecting Driver Distraction
Yulun DuChirag RamanAlan W BlackLouis-Philippe MorencyMaxine Eskenazi
2018-10-24
Automated identification of hookahs (waterpipes) on Instagram: an application in feature extraction using Convolutional Neural Network and Support Vector Machine classification
Youshan ZhangJon-Patrick AllemJennifer B. UngerTess Boley Cruz
2018-10-21
A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption Forecasting
| Youshan ZhangQi Li
2018-10-21
An empirical evaluation of imbalanced data strategies from a practitioner's point of view
Jacques WainerRodrigo A. Franceschinell
2018-10-16
Optimizing Heuristics for Tableau-based OWL Reasoners
Razieh MehriVolker HaarslevHamidreza Chinaei
2018-10-15
Neural Relation Extraction Within and Across Sentence Boundaries
Pankaj GuptaSubburam RajaramHinrich SchützeBernt AndrassyThomas Runkler
2018-10-11
On Kernel Derivative Approximation with Random Fourier Features
Zoltan SzaboBharath K. Sriperumbudur
2018-10-11
Learning multiple order parameters with interpretable machines
Ke LiuJonas GreitemannLode Pollet
2018-10-11
Is your Statement Purposeless? Predicting Computer Science Graduation Admission Acceptance based on Statement Of Purpose
Diptesh KanojiaNikhil WaniPushpak Bhattacharyya
2018-10-09
A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content
Isuru GunasekaraIsar Nejadgholi
2018-10-01
Identification of Emergency Blood Donation Request on Twitter
| Puneet MathurMeghna AyyarSahil ChopraSimra ShahidLaiba MehnazRajiv Shah
2018-10-01
Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets
Segun Taofeek AroyehunAlex Gelbukher
2018-10-01
Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches
Mohamed El Amine ElforaiciIsmail ChaaraouiWassim BouachirYoussef OuakrimNeila Mezghani
2018-09-30
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements
Silvia MakowskiLena JägerAhmed AbdelwahabNiels LandwehrTobias Scheffer
2018-09-21
Support Vector Machine (SVM) Recognition Approach adapted to Individual and Touching Moths Counting in Trap Images
Mohamed Chafik BakkaySylvie ChambonHatem A. RashwanChristian LubatSébastien Barsotti
2018-09-18
Span error bound for weighted SVM with applications in hyperparameter selection
Ioannis SarafisChristos DiouAnastasios Delopoulos
2018-09-17
Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository
Mohammad Mahmudur Rahman KhanRezoana Bente ArifMd. Abu Bakr SiddiqueMahjabin Rahman Oishe
2018-09-17
Inferring Political Alignments of Twitter Users: A case study on 2017 Turkish constitutional referendum
Kutlu Emre YilmazOsman Abul
2018-09-15
Efficient Structured Surrogate Loss and Regularization in Structured Prediction
Heejin Choi
2018-09-14
An Analysis of Hierarchical Text Classification Using Word Embeddings
Roger A. SteinPatricia A. JaquesJoao F. Valiati
2018-09-06
Cross-Modal Ranking with Soft Consistency and Noisy Labels for Robust RGB-T Tracking
Chenglong LiChengli ZhuYan HuangJin TangLiang Wang
2018-09-01
Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks
| Sourajit SahaSharif Amit KamranAli Shihab Sabbir
2018-08-30
Extracting Sentiment Attitudes From Analytical Texts
| Natalia LoukachevitchNicolay Rusnachenko
2018-08-27
Multiclass Universum SVM
| Sauptik DharVladimir CherkasskyMohak Shah
2018-08-23
Vehicles Lane-changing Behavior Detection
Iljoo BaekMengwen He
2018-08-22
Faster Support Vector Machines
Sebastian SchlagMatthias SchmittChristian Schulz
2018-08-20
A bagging and importance sampling approach to Support Vector Machines
R. BárcenasM. D. Gónzalez--LimaA. J. Quiroz
2018-08-17
On the Decision Boundary of Deep Neural Networks
| Yu LiLizhong DingXin Gao
2018-08-16
Code-Mixed Sentiment Analysis Using Machine Learning and Neural Network Approaches
Pruthwik MishraPrathyusha DandaPranav Dhakras
2018-08-09
Supervised classification for object identification in urban areas using satellite imagery
Hazrat AliAdnan Ali AwanSanaullah KhanOmer ShafiqueAtiq ur RahmanShahid Khan
2018-08-02
Classification of Building Information Model (BIM) Structures with Deep Learning
Francesco LomioRicardo FarinhaMauri LaasonenHeikki Huttunen
2018-08-01
T\"ubingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification
{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekinTaraka RamaVerena Blaschke
2018-08-01
Exploring Classifier Combinations for Language Variety Identification
Tim KreutzWalter Daelemans
2018-08-01
Attending Sentences to detect Satirical Fake News
Sohan De SarkarFan YangArjun Mukherjee
2018-08-01
A writer-independent approach for offline signature verification using deep convolutional neural networks features
Victor L. F. SouzaAdriano L. I. OliveiraRobert Sabourin
2018-07-26
German Dialect Identification Using Classifier Ensembles
Alina Maria CiobanuShervin MalmasiLiviu P. Dinu
2018-07-22
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines
Daniel J. LuckettEric B. LaberSamer S. El-KamaryCheng FanRavi JhaveriCharles M. PerouFatma M. SheblMichael R. Kosorok
2018-07-17
Emotion Recognition from Speech based on Relevant Feature and Majority Voting
Md. Kamruzzaman SarkerKazi Md. Rokibul AlamMd. Arifuzzaman
2018-07-11
Discriminating between Indo-Aryan Languages Using SVM Ensembles
Alina Maria CiobanuMarcos ZampieriShervin MalmasiSantanu PalLiviu P. Dinu
2018-07-09
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images
Sergiu DeitschVincent ChristleinStephan BergerClaudia Buerhop-LutzAndreas MaierFlorian GallwitzChristian Riess
2018-07-08
Towards Automation of Sense-type Identification of Verbs in OntoSenseNet(Telugu)
Sreekavitha ParupalliVijjini Anvesh RaoRadhika Mamidi
2018-07-04
Breast Cancer Diagnosis via Classification Algorithms
Reihaneh Entezari
2018-07-03
Multi-distance Support Matrix Machines
Yunfei YeDong Han
2018-07-02
Economic Event Detection in Company-Specific News Text
Gilles JacobsEls LefeverV{\'e}ronique Hoste
2018-07-01
Towards Automation of Sense-type Identification of Verbs in OntoSenseNet
Sreekavitha ParupalliVijjini Anvesh RaoRadhika Mamidi
2018-07-01
Measuring Beginner Friendliness of Japanese Web Pages explaining Academic Concepts by Integrating Neural Image Feature and Text Features
Hayato ShiokawaKota KawaguchiBingcai HanTakehito UtsuroYasuhide KawadaMasaharu YoshiokaKNoriko o
2018-07-01
Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory
Guillaume Pouliot
2018-07-01
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding
Anis KacemMohamed DaoudiBoulbaba Ben AmorStefano BerrettiJuan Carlos Alvarez-Paiva
2018-06-29
Speeding Up Budgeted Stochastic Gradient Descent SVM Training with Precomputed Golden Section Search
Tobias GlasmachersSahar Qaadan
2018-06-26
An Unsupervised Learning Classifier with Competitive Error Performance
Daniel N. Nissani
2018-06-25
Retweet Us, We Will Retweet You: Spotting Collusive Retweeters Involved in Blackmarket Services
Hridoy Sankar DuttaAditya ChetanBrihi JoshiTanmoy Chakraborty
2018-06-23
Compact Deep Neural Networks for Computationally Efficient Gesture Classification From Electromyography Signals
Adam HartwellVisakan KadirkamanathanSean R Anderson
2018-06-22
Injecting Relational Structural Representation in Neural Networks for Question Similarity
Antonio UvaDaniele BonadimanAlessandro Moschitti
2018-06-20
A New COLD Feature based Handwriting Analysis for Ethnicity/Nationality Identification
Sauradip NagPalaiahnakote ShivakumaraWu YiruiUmapada PalTong Lu
2018-06-19
PAC-Bayes bounds for stable algorithms with instance-dependent priors
Omar RivasplataEmilio Parrado-HernandezJohn Shawe-TaylorShiliang SunCsaba Szepesvari
2018-06-18
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
Ahmed Imtiaz HumayunMd. Tauhiduzzaman KhanShabnam GhaffarzadeganZhe FengTaufiq Hasan
2018-06-18
Overlapping Clustering Models, and One (class) SVM to Bind Them All
Xueyu MaoPurnamrita SarkarDeepayan Chakrabarti
2018-06-18
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases
| C. -H. Huck YangJia-Hong HuangFangyu LiuFang-Yi ChiuMengya GaoWeifeng LyuI-Hung Lin M. D.Jesper Tegner
2018-06-17
Supervised Fuzzy Partitioning
Pooya AshtariFateme Nateghi HaredashtHamid Beigy
2018-06-15
Machine Learning CICY Threefolds
Kieran BullYang-Hui HeVishnu JejjalaChallenger Mishra
2018-06-08
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance
Alison O'SheaGordon LightbodyGeraldine BoylanAndriy Temko
2018-06-08
SupportNet: solving catastrophic forgetting in class incremental learning with support data
| Yu LiZhongxiao LiLizhong DingYijie PanChao HuangYuhui HuWei ChenXin Gao
2018-06-08
Beyond Trees: Classification with Sparse Pairwise Dependencies
Yaniv TenzerAmit MoscovichMary Frances DornBoaz NadlerClifford Spiegelman
2018-06-06
T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction
{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekinTaraka Rama
2018-06-01
UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models
Abhishek Avinash NarwekarRoxana Girju
2018-06-01
Hatching Chick at SemEval-2018 Task 2: Multilingual Emoji Prediction
Jo{\"e}l CosterReinder Gerard van DalenNathalie Adri{\"e}nne Jacqueline Stierman
2018-06-01
PickleTeam! at SemEval-2018 Task 2: English and Spanish Emoji Prediction from Tweets
Daphne GrootR{\'e}mon KruizingaHennie VeldthuisSimon de WitHessel Haagsma
2018-06-01
ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings
Lena HettingerAlex DallmannerAlbin ZeheThomas NieblerAndreas Hotho
2018-06-01
TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts
Martin GluhakMaria Pia di BuonoAbbas AkkasiJan {\v{S}}najder
2018-06-01
ALB at SemEval-2018 Task 10: A System for Capturing Discriminative Attributes
Bogdan DumitruAlina Maria CiobanuLiviu P. Dinu
2018-06-01
AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.
Vivek VinayanAn Kumar MSoman K P
2018-06-01
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?
Alex ZhangerMarine Carpuat
2018-06-01
Enabling Deep Learning of Emotion With First-Person Seed Expressions
Hassan AlhuzaliMuhammad Abdul-MageedLyle Ungar
2018-06-01
Coding Kendall's Shape Trajectories for 3D Action Recognition
Amor Ben TanfousHassen DriraBoulbaba Ben Amor
2018-06-01
Large-Margin Classification in Hyperbolic Space
| Hyunghoon ChoBenjamin DeMeoJian PengBonnie Berger
2018-06-01
Anonymous Walk Embeddings
| Sergey IvanovEvgeny Burnaev
2018-05-30
Classification with imperfect training labels
Timothy I. CanningsYingying FanRichard J. Samworth
2018-05-29
Part-based Visual Tracking via Structural Support Correlation Filter
Zhangjian JiKai FengYuhua Qian
2018-05-25
DNN or k-NN: That is the Generalize vs. Memorize Question
Gilad CohenGuillermo SapiroRaja Giryes
2018-05-17
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models
Jacob KauffmannKlaus-Robert MüllerGrégoire Montavon
2018-05-16
Detecting Decision Ambiguity from Facial Images
| Pavel JahodaAntonin VobeckyJan CechJiri Matas
2018-05-15
Hybrid Adaptive Fuzzy Extreme Learning Machine for text classification
Ming LiPeilun XiaoJu Zhang
2018-05-10
Region-Based Classification of PolSAR Data Using Radial Basis Kernel Functions With Stochastic Distances
R. G. NegriA. C. FreryW. B. SilvaT. S. G. MendesL. V. Dutra
2018-05-07
Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers
Stephen NotleyMalik Magdon-Ismail
2018-05-06
Bone marrow cells detection: A technique for the microscopic image analysis
Haichao CaoHong LiuEnmin Song
2018-05-05
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
| Zhirong WuYuanjun XiongStella YuDahua Lin
2018-05-05
Comparing LBP, HOG and Deep Features for Classification of Histopathology Images
Taha J. AlhindiShivam KalraKa Hin NgAnika AfrinHamid R. Tizhoosh
2018-05-03
A General Framework for Counterfactual Learning-to-Rank
Aman AgarwalKenta TakatsuIvan ZaitsevThorsten Joachims
2018-04-30
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition
Mariana-Iuliana GeorgescuRadu Tudor IonescuMarius Popescu
2018-04-29
An Investigation on Support Vector Clustering for Big Data in Quantum Paradigm
Arit Kumar BishwasAshish ManiVasile Palade
2018-04-29
Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to a Lightweight CNN
Seyed Yahya NikoueiYu ChenSejun SongRonghua XuBaek-Young ChoiTimothy R. Faughnan
2018-04-24
A Support Tensor Train Machine
Cong ChenKim BatselierChing-Yun KoNgai Wong
2018-04-17
Sparse Unsupervised Capsules Generalize Better
| David RawlinsonAbdelrahman AhmedGideon Kowadlo
2018-04-17
Minimal Support Vector Machine
Shuai ZhengChris Ding
2018-04-06
Precision Sugarcane Monitoring Using SVM Classifier
Sachin KumarSumita MishraPooja KhannaPragya
2018-03-26
Stance Detection on Tweets: An SVM-based Approach
Dilek KüçükFazli Can
2018-03-23
Estimating defectiveness of source code: A predictive model using GitHub content
Ritu KapurBalwinder Sodhi
2018-03-21
Early hospital mortality prediction using vital signals
| Reza SadeghiTanvi BanerjeeWilliam Romine
2018-03-18
Automated detection and segmentation of non-mass enhancing breast tumors with dynamic contrast-enhanced magnetic resonance imaging
Ignacio Alvarez IllanJavier RamirezJuan M. GorrizMaria Adele MarinoDaly AvendañoThomas HelbichPascal BaltzerKatja PinkerAnke Meyer-Baese
2018-03-12
Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network
Stefan ZernetschViktor KressBernhard SickKonrad Doll
2018-03-06
Tongue image constitution recognition based on Complexity Perception method
Jiajiong MaGuihua WenYang HuTianyuan ChangHaibin ZengLijun JiangJianzeng Qin
2018-03-01
Spatially Constrained Location Prior for Scene Parsing
Ligang ZhangBrijesh VermaDavid StockwellSujan Chowdhury
2018-02-24
Adaptive specular reflection detection and inpainting in colonoscopy video frames
Mojtaba AkbariMajid MohrekeshS. M. Reza SoroushmehrNader KarimiShadrokh SamaviKayvan Najarian
2018-02-23
Space-efficient Feature Maps for String Alignment Kernels
Yasuo TabeiYoshihiro YamanishiRasmus Pagh
2018-02-18
Anomaly Detection using One-Class Neural Networks
| Raghavendra ChalapathyAditya Krishna MenonSanjay Chawla
2018-02-18
Global-scale phylogenetic linguistic inference from lexical resources
Gerhard Jäger
2018-02-17
NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls
Chan Woo Kim
2018-02-15
500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow)
Suvodeep MajumderNikhila BalajiKatie BreyWei FuTim Menzies
2018-02-14
Bridge type classification: supervised learning on a modified NBI dataset
Achyuthan JootooDavid Lattanzi
2018-02-12
Histogram of Oriented Depth Gradients for Action Recognition
Nachwa Abou BakrJames Crowley
2018-01-29
Feature Based Framework to Detect Diseases, Tumor, and Bleeding in Wireless Capsule Endoscopy
Omid Haji MaghsoudiMahdi Alizadeh
2018-01-27
Solving for multi-class using orthogonal coding matrices
Peter Mills
2018-01-27
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification
| Wentao ZhuChaochun LiuWei FanXiaohui Xie
2018-01-25
Transfer Learning for Improving Speech Emotion Classification Accuracy
Siddique LatifRajib RanaShahzad YounisJunaid QadirJulien Epps
2018-01-19
Detecting abnormal events in video using Narrowed Normality Clusters
Radu Tudor IonescuSorina SmeureanuMarius PopescuBogdan Alexe
2018-01-12
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware
| Abdullah Al-DujailiAlex HuangErik HembergUna-May O'Reilly
2018-01-09
Fusion of ANN and SVM Classifiers for Network Attack Detection
Takwa OmraniAdel DallaliBilgacem Chibani RhaimiJaouhar Fattahi
2018-01-09
Learning automata based SVM for intrusion detection
Chong Di
2018-01-04
Kernel Graph Convolutional Neural Nets
Giannis NikolentzosPolykarpos MeladianosAntoine J-P TixierKonstantinos SkianisMichalis Vazirgiannis
2018-01-01
Small Coresets to Represent Large Training Data for Support Vector Machines
Cenk BaykalMurad TukanDan FeldmanDaniela Rus
2018-01-01
An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods
Mouhammd Alkasassbeh
2017-12-27
Detection and classification of masses in mammographic images in a multi-kernel approach
Sidney Marlon Lopes de LimaAbel Guilhermino da Silva FilhoWellington Pinheiro dos Santos
2017-12-20
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation
| Yaoqing YangChen FengYiru ShenDong Tian
2017-12-19
Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning
Jared MarkowitzAurora C. SchmidtPhilippe M. BurlinaI-Jeng Wang
2017-12-08
Using SVDD in SimpleMKL for 3D-Shapes Filtering
Gaëlle LoosliHattoibe Aboubacar
2017-12-07
Automatic Recognition of Coal and Gangue based on Convolution Neural Network
Huichao HongLixin ZhengJianqing ZhuShuwan PanKaiting Zhou
2017-12-03
Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection
Samaneh Nasiri Ghosheh BolaghGari. D. Clifford
2017-12-01
3D Facial Action Units Recognition for Emotional Expression
N. HussainH. UjirI. HipinyJ-L Minoi
2017-12-01
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches
DPrathyusha aPruthwik MishraSilpa KannegantiSoujanya Lanka
2017-12-01
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs
| Saurabh VermaZhi-Li Zhang
2017-12-01
Max-Margin Invariant Features from Transformed Unlabelled Data
Dipan PalAshwin KannanGautam ArakalgudMarios Savvides
2017-12-01
A New Alternating Direction Method for Linear Programming
Sinong WangNess Shroff
2017-12-01
Process-constrained batch Bayesian optimisation
Pratibha VellankiSantu RanaSunil GuptaDavid RubinAlessandra SuttiThomas DorinMurray HeightPaul SandersSvetha Venkatesh
2017-12-01
Protein Interface Prediction using Graph Convolutional Networks
| Alex FoutJonathon ByrdBasir ShariatAsa Ben-Hur
2017-12-01
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search
Mohammad Ali BashiriXinhua Zhang
2017-12-01
Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification
| Muhammad FarhanJuvaria TariqArif ZamanMudassir ShabbirImdad Ullah Khan
2017-12-01
Deep learning analysis of breast MRIs for prediction of occult invasive disease in ductal carcinoma in situ
Zhe ZhuMichael HarowiczJun ZhangAshirbani SahaLars J. GrimmE. Shelley HwangMaciej A. Mazurowski
2017-11-28
Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine
Yafeng LiuShimin FengZhikai ZhaoEnjie Ding
2017-11-27
Pulsar Candidate Identification with Artificial Intelligence Techniques
Ping GuoFuqing DuanPei WangYao YaoQian YinXin Xin
2017-11-27
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
Majd ZreikNikolas LessmannRobbert W. van HamersveltJelmer M. WolterinkMichiel VoskuilMax A. ViergeverTim LeinerIvana Išgum
2017-11-24
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction
| Søren DahlgaardMathias Bæk Tejs KnudsenMikkel Thorup
2017-11-23
Training large margin host-pathogen protein-protein interaction predictors
Abdul Hannan BasitWajid Arshad AbbasiAmina AsifFayyaz Ul Amir Afsar Minhas
2017-11-21
Light-Head R-CNN: In Defense of Two-Stage Object Detector
| Zeming LiChao PengGang YuXiangyu ZhangYangdong DengJian Sun
2017-11-20
A Fusion-based Gender Recognition Method Using Facial Images
Benyamin GhojoghSaeed Bagheri ShourakiHoda MohammadzadeEnsieh Iranmehr
2017-11-17
Visual Concepts and Compositional Voting
Jianyu WangZhishuai ZhangCihang XieYuyin ZhouVittal PremachandranJun ZhuLingxi XieAlan Yuille
2017-11-13
A Sequence-Based Mesh Classifier for the Prediction of Protein-Protein Interactions
Edgar D. CoelhoIgor N. CruzAndré SantiagoJosé Luis OliveiraAntónio DouradoJoel P. Arrais
2017-11-12
Hand Gesture Recognition with Leap Motion
Youchen DuShenglan LiuLin FengMenghui ChenJie Wu
2017-11-12
Dimension Reduction of High-Dimensional Datasets Based on Stepwise SVM
Elizabeth P. ChouTzu-Wei Ko
2017-11-09
Intelligent Fault Analysis in Electrical Power Grids
Biswarup BhattacharyaAbhishek Sinha
2017-11-08
Authorship Analysis of Xenophon's Cyropaedia
Anjalie Field
2017-11-06
Gaussian Kernel in Quantum Learning
Arit Kumar BishwasAshish ManiVasile Palade
2017-11-04
Using a Recurrent Neural Network Model for Classification of Tweets Conveyed Influenza-related Information
Chen-Kai WangOnkar SinghZhao-Li TangHong-Jie Dai
2017-11-01
Chemical-Induced Disease Detection Using Invariance-based Pattern Learning Model
Neha WarikooYung-Chun ChangWen-Lian Hsu
2017-11-01
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness
Peter PotashRobin BhattacharyaAnna Rumshisky
2017-11-01
An Ensemble Method with Sentiment Features and Clustering Support
Huy Tien NguyenMinh Le Nguyen
2017-11-01
An Integrated Approach to Crowd Video Analysis: From Tracking to Multi-level Activity Recognition
Neha BhargavaSubhasis Chaudhuri
2017-10-30
Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data
| Chengyu LiuWei Wang
2017-10-30
A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition
Yueru ChenZhuwei XuShanshan CaiYujian LangC. -C. Jay Kuo
2017-10-29
Kernel Graph Convolutional Neural Networks
| Giannis NikolentzosPolykarpos MeladianosAntoine Jean-Pierre TixierKonstantinos SkianisMichalis Vazirgiannis
2017-10-29
Regularization approaches for support vector machines with applications to biomedical data
Daniel Lopez-Martinez
2017-10-29
Not-So-Random Features
| Brian BullinsCyril ZhangYi Zhang
2017-10-27
Exploring the Use of Text Classification in the Legal Domain
Octavia-Maria SuleaMarcos ZampieriShervin MalmasiMihaela VelaLiviu P. DinuJosef van Genabith
2017-10-25
Max-Margin Invariant Features from Transformed Unlabeled Data
Dipan K. PalAshwin A. KannanGautam ArakalgudMarios Savvides
2017-10-24
Material Classification using Neural Networks
Anca Sticlaru
2017-10-17
Sistema de Navegação Autônomo Baseado em Visão Computacional
Michel Conrado Cardoso Meneses
2017-10-17
RETUYT in TASS 2017: Sentiment Analysis for Spanish Tweets using SVM and CNN
Aiala RosáLuis ChiruzzoMathias EtcheverrySantiago Castro
2017-10-17
Spectral Algorithms for Computing Fair Support Vector Machines
Matt OlfatAnil Aswani
2017-10-16
Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System
Syed Ali Raza ShahBiju Issac
2017-10-13
Self-Taught Support Vector Machine
Parvin Razzaghi
2017-10-12
Enhancing Interpretability of Black-box Soft-margin SVM by Integrating Data-based Priors
Shaohan ChenChuanhou GaoPing Zhang
2017-10-09
Sparse Classification and Phase Transitions: A Discrete Optimization Perspective
Dimitris BertsimasJean PauphiletBart Van Parys
2017-10-03
Gaussian Three-Dimensional kernel SVM for Edge Detection Applications
Safar Irandoust-PakchinAydin AyanzadehSiamak Beikzadeh
2017-09-30
Combining Real-Valued and Binary Gabor-Radon Features for Classification and Search in Medical Imaging Archives
Hamed ErfankhahMehran YazdiH. R. Tizhoosh
2017-09-27
Real time text localization for Indoor Mobile Robot Navigation
Kazem QazanfariSaeed Shiri
2017-09-22
Multi-label Pixelwise Classification for Reconstruction of Large-scale Urban Areas
Yuanlie HeSudhir MudurCharalambos Poullis
2017-09-21
Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease
Jorge Samper-GonzálezNinon BurgosSabrina FontanellaHugo BertinMarie-Odile HabertStanley DurrlemanTheodoros EvgeniouOlivier Colliot
2017-09-21
Identifying Restaurant Features via Sentiment Analysis on Yelp Reviews
Boya YuJiaxu ZhouYi ZhangYunong Cao
2017-09-20
Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning
Jun InoueYoriyuki YamagataYuqi ChenChristopher M. PoskittJun Sun
2017-09-15
Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog
Shereen OrabyVrindavan HarrisonAmita MisraEllen RiloffMarilyn Walker
2017-09-15
Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition
Matias Valdenegro-Toro
2017-09-08
Spoken English Intelligibility Remediation with PocketSphinx Alignment and Feature Extraction Improves Substantially over the State of the Art
| Yuan GaoBrij Mohan Lal SrivastavaJames Salsman
2017-09-06
Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO
Gabriel GarciaGladston MoreiraDavid MenottiEduardo Luz
2017-09-05
Optimizing for Measure of Performance in Max-Margin Parsing
Alexander BauerShinichi NakajimaNico GörnitzKlaus-Robert Müller
2017-09-05
Android Malware Family Classification Based on Resource Consumption over Time
Luca MassarelliLeonardo AnielloClaudio CiccotelliLeonardo QuerzoniDaniele UcciRoberto Baldoni
2017-09-04
Predicting News Values from Headline Text and Emotions
Maria Pia di BuonoJan {\v{S}}najderBojana Dalbelo Ba{\v{s}}i{\'c}Goran Glava{\v{s}}Martin TutekNatasa Milic-Frayling
2017-09-01
Ensemble Methods for Native Language Identification
Sophia ChanMaryam Honari JahromiBenjamin BenettiAazim LakhaniAlona Fyshe
2017-09-01
Fewer features perform well at Native Language Identification task
Taraka Rama{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekin
2017-09-01
The Power of Character N-grams in Native Language Identification
Artur KulmizevBo BlankersJohannes BjervaMalvina NissimGertjan van NoordBarbara PlankMartijn Wieling
2017-09-01
Adaptive SVM+: Learning with Privileged Information for Domain Adaptation
Nikolaos SarafianosMichalis VrigkasIoannis A. Kakadiaris
2017-08-30
Machine Learning Approach for Detection of nonTor Traffic
Elike HodoXavier BellekensEphraim IorkyaseAndrew HamiltonChristos TachtatzisRobert Atkinson
2017-08-29
Navigation Objects Extraction for Better Content Structure Understanding
Kui ZhaoBangpeng LiZilun PengJiajun BuCan Wang
2017-08-26
Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI
| Xin YangChaoyue LiuZhiwei WangJun YangHung Le MinLiang WangKwang-Ting (Tim) Cheng
2017-08-24
Accelerating Kernel Classifiers Through Borders Mapping
Peter Mills
2017-08-20
Incremental Import Vector Machines for Classifying Hyperspectral Data
Ribana RoscherBjörn WaskeWolfgang Förstner
2017-08-20
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Mizuho NishioMitsuo NishizawaOsamu SugiyamaRyosuke KojimaMasahiro YakamiTomohiro KurodaKaori Togashi
2017-08-19
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM
| Mohamed EldesoukiYounes SamihAhmed AbdelaliMohammed AttiaHamdy MubarakKareem DarwishKallmeyer Laura
2017-08-19
Training Support Vector Machines using Coresets
Cenk BaykalLucas LiebenweinWilko Schwarting
2017-08-13
An Empirical Study on Writer Identification & Verification from Intra-variable Individual Handwriting
Chandranath AdakBidyut B. ChaudhuriMichael Blumenstein
2017-08-10
Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data
Si-Baek SeongChongwon PaeHae-Jeong Park
2017-08-02
Application of Support Vector Machine Modeling and Graph Theory Metrics for Disease Classification
Jessica M. Rudd
2017-08-01
QU-BIGIR at SemEval 2017 Task 3: Using Similarity Features for Arabic Community Question Answering Forums
Marwan TorkiMaram HasanainTamer Elsayed
2017-08-01
SINAI at SemEval-2017 Task 4: User based classification
Salud Mar{\'\i}a Jim{\'e}nez-ZafraArturo Montejo-R{\'a}ezMaite MartinL. Alfonso Ure{\~n}a-L{\'o}pez
2017-08-01
[email protected] at SemEval-2017 Task 4A: A simple, self-optimizing text classification system combining dense and sparse vectors
Abeed SarkerGraciela Gonzalez
2017-08-01
UCSC-NLP at SemEval-2017 Task 4: Sense n-grams for Sentiment Analysis in Twitter
Jos{\'e} AbreuIv{\'a}n CastroClaudia Mart{\'\i}nezSebasti{\'a}n OlivaYoan Guti{\'e}rrez
2017-08-01
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Shoaib JameelSteven Schockaert
2017-08-01
Automatic classification of doctor-patient questions for a virtual patient record query task
Leonardo Campillos LlanosSophie RossetPierre Zweigenbaum
2017-08-01
Work Hard, Play Hard: Email Classification on the Avocado and Enron Corpora
Sakhar AlkhereyfOwen Rambow
2017-08-01
zNLP: Identifying Parallel Sentences in Chinese-English Comparable Corpora
Zheng ZhangPierre Zweigenbaum
2017-08-01
SVNIT @ SemEval 2017 Task-6: Learning a Sense of Humor Using Supervised Approach
Rutal MahajanMukesh Zaveri
2017-08-01
Abnormal event detection on BMTT-PETS 2017 surveillance challenge
| Kothapalli VigneshGaurav YadavAmit Sethi
2017-07-26
Engineering fast multilevel support vector machines
| E. SadrfaridpourT. RazzaghiI. Safro
2017-07-24
Text Recognition in Scene Image and Video Frame using Color Channel Selection
Ayan Kumar BhuniaGautam KumarPartha Pratim RoyR. BalasubramanianUmapada Pal
2017-07-21
A Novel Space-Time Representation on the Positive Semidefinite Con for Facial Expression Recognition
Anis KacemMohamed DaoudiBoulbaba Ben AmorJuan Carlos Alvarez-Paiva
2017-07-20
Stock Prediction: a method based on extraction of news features and recurrent neural networks
Zeya ZhangWeizheng ChenHongfei Yan
2017-07-19
Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers
Ishai RosenbergAsaf ShabtaiLior RokachYuval Elovici
2017-07-19
PunFields at SemEval-2017 Task 7: Employing Roget's Thesaurus in Automatic Pun Recognition and Interpretation
Elena MikhalkovaYuri Karyakin
2017-07-18
Detecting Intentional Lexical Ambiguity in English Puns
Elena MikhalkovaYuri Karyakin
2017-07-18
SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization
Jeff KinnisonNathaniel Kremer-HermanDouglas ThainWalter Scheirer
2017-07-05
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition
Jian LiuNaveed AkhtarAjmal Mian
2017-07-04
Deep Representation Learning with Part Loss for Person Re-Identification
Hantao YaoShiliang ZhangYongdong ZhangJintao LiQi Tian
2017-07-04
Including Dialects and Language Varieties in Author Profiling
Alina Maria CiobanuMarcos ZampieriShervin MalmasiLiviu P. Dinu
2017-07-03
Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance
Yang XuDavid Reitter
2017-07-01
Robust Visual Tracking Using Oblique Random Forests
| Le ZhangJagannadan VaradarajanPonnuthurai Nagaratnam SuganthanNarendra AhujaPierre Moulin
2017-07-01
Data-dependent Generalization Bounds for Multi-class Classification
Yunwen LeiUrun DoganDing-Xuan ZhouMarius Kloft
2017-06-29
Multi-level SVM Based CAD Tool for Classifying Structural MRIs
Jerrin Thomas PanachakelJeena R. S.
2017-06-26
Coupled Support Vector Machines for Supervised Domain Adaptation
Hemanth VenkateswaraPrasanth LadeJieping YeSethuraman Panchanathan
2017-06-22
Stance Detection in Turkish Tweets
Dilek Küçük
2017-06-21
Modified Frank-Wolfe Algorithm for Enhanced Sparsity in Support Vector Machine Classifiers
Carlos M. AlaízJohan A. K. Suykens
2017-06-19
Kernel Two-Sample Hypothesis Testing Using Kernel Set Classification
Hamed Masnadi-Shirazi
2017-06-18
Rgtsvm: Support Vector Machines on a GPU in R
| Zhong WangTinyi ChuLauren A ChoateCharles G Danko
2017-06-17
Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes
Iman AbbasnejadSridha SridharanSimon DenmanClinton FookesSimon Lucey
2017-06-13
Detection, Recognition and Tracking of Moving Objects from Real-time Video via Visual Vocabulary Model and Species Inspired PSO
Kumar S. RayAnit ChakrabortySayandip Dutta
2017-06-02
Long-term Correlation Tracking using Multi-layer Hybrid Features in Sparse and Dense Environments
Nathanael L. BaisaDeepayan BhowmikAndrew Wallace
2017-05-31
Feature Extraction for Machine Learning Based Crackle Detection in Lung Sounds from a Health Survey
Morten GrønnesbyJuan Carlos Aviles SolisEinar HolsbøHasse MelbyeLars Ailo Bongo
2017-05-31
Semi-Supervised Learning for Detecting Human Trafficking
Hamidreza AlvariPaulo ShakarianJ. E. Kelly Snyder
2017-05-30
Character-Based Text Classification using Top Down Semantic Model for Sentence Representation
Zhenzhou WuXin ZhengDaniel Dahlmeier
2017-05-29
Audio-replay attack detection countermeasures
Galina LavrentyevaSergey NovoselovEgor MalykhAlexander KozlovOleg KudashevVadim Shchemelinin
2017-05-24
SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms
Yifei JinLingxiao HuangJian Li
2017-05-20
Spectral-graph Based Classifications: Linear Regression for Classification and Normalized Radial Basis Function Network
Zhenfang HuGang PanZhaohui Wu
2017-05-19
Using Titles vs. Full-text as Source for Automated Semantic Document Annotation
| Lukas GalkeFlorian MaiAlan ScheltenDennis BrunschAnsgar Scherp
2017-05-15
Extracting urban impervious surface from GF-1 imagery using one-class classifiers
Yao YaoJialv HeJinbao ZhangYatao Zhang
2017-05-13
Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization--Minimization Algorithm Approach
Hien D. NguyenGeoffrey J. McLachlan
2017-05-12
Detection of irregular QRS complexes using Hermite Transform and Support Vector Machine
Zoja VulajMilos BrajovicAndjela DraganicIrena Orovic
2017-05-12
Geometric GAN
| Jae Hyun LimJong Chul Ye
2017-05-08
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis
Yang LongLi LiuLing ShaoFumin ShenGuiguang DingJungong Han
2017-05-04
Offline Handwritten Recognition of Malayalam District Name - A Holistic Approach
Jino P JKannan Balakrishnan
2017-05-02
Argument Mining with Structured SVMs and RNNs
| Vlad NiculaeJoonsuk ParkClaire Cardie
2017-04-23
Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case
Bicheng YingAli H. Sayed
2017-04-20
Semi-supervised classification for dynamic Android malware detection
Li ChenMingwei ZhangChih-Yuan YangRavi Sahita
2017-04-19
NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis
| Edilson A. Corrêa Jr.Vanessa Queiroz MarinhoLeandro Borges dos Santos
2017-04-07
Action Representation Using Classifier Decision Boundaries
Jue WangAnoop CherianFatih PorikliStephen Gould
2017-04-06
Geometric Insights into Support Vector Machine Behavior using the KKT Conditions
| Iain CarmichaelJ. S. Marron
2017-04-03
A Practical Perspective on Latent Structured Prediction for Coreference Resolution
Iryna HaponchykAless Moschittiro
2017-04-01
A Twitter Corpus and Benchmark Resources for German Sentiment Analysis
Mark CieliebakJan Milan DeriuDominic EggerFatih Uzdilli
2017-04-01
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets
Yves Bestgen
2017-04-01
T\"ubingen system in VarDial 2017 shared task: experiments with language identification and cross-lingual parsing
{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekinTaraka Rama
2017-04-01
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages
Maria MedvedevaMartin KroonBarbara Plank
2017-04-01
Multi-word Entity Classification in a Highly Multilingual Environment
Sophie ChesneyGuillaume JacquetRalf SteinbergerJakub Piskorski
2017-04-01
Automatic identification of head movements in video-recorded conversations: can words help?
Patrizia PaggioCostanza NavarrettaBart Jongejan
2017-04-01
The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System
Br BirminghamonAdrian Muscat
2017-04-01
Transductive Zero-Shot Learning with Adaptive Structural Embedding
Yunlong YuZhong JiJichang GuoYanwei Pang
2017-03-27
Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning
Fanhua ShangYuanyuan LiuJames ChengJiacheng Zhuo
2017-03-23
Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network
Phong-Khac DoHuy-Tien NguyenChien-Xuan TranMinh-Tien NguyenMinh-Le Nguyen
2017-03-16
Large Margin Object Tracking with Circulant Feature Maps
Mengmeng WangYong LiuZeyi Huang
2017-03-15
A Proximity-Aware Hierarchical Clustering of Faces
Wei-An LinJun-Cheng ChenRama Chellappa
2017-03-14
RECOD Titans at ISIC Challenge 2017
| Afonso MenegolaJulia TavaresMichel FornacialiLin Tzy LiSandra AvilaEduardo Valle
2017-03-14
Deep Radial Kernel Networks: Approximating Radially Symmetric Functions with Deep Networks
Brendan McCaneLech Szymanski
2017-03-09
Fast and Robust Detection of Fallen People from a Mobile Robot
Morris AntonelloMarco CarraroMarco PierobonEmanuele Menegatti
2017-03-09
L$^3$-SVMs: Landmarks-based Linear Local Support Vectors Machines
Valentina ZantedeschiRémi EmonetMarc Sebban
2017-03-01
Easy over Hard: A Case Study on Deep Learning
| Wei FuTim Menzies
2017-03-01
Learning rates for classification with Gaussian kernels
Shao-Bo LinJinshan ZengXiangyu Chang
2017-02-28
An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017
G Wiselin JijiP Johnson Durai Raj
2017-02-28
Segmentation of Instances by Hashing
J. D. CurtóI. C. ZarzaA. SmolaL. Van Gool
2017-02-27
Support vector machine and its bias correction in high-dimension, low-sample-size settings
Yugo NakayamaKazuyoshi YataMakoto Aoshima
2017-02-26
Online Representation Learning with Single and Multi-layer Hebbian Networks for Image Classification
Yanis BahrounAndrea Soltoggio
2017-02-21
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization
Carlos-Emiliano González-GallardoJuan-Manuel Torres-MorenoAzucena Montes RendónGerardo Sierra
2017-02-21
Support Vector Machines and generalisation in HEP
Adrian BevanRodrigo Gamboa GoñiJon HaysTom Stevenson
2017-02-15
Mutual Kernel Matrix Completion
Tsuyoshi KatoRachelle Rivero
2017-02-14
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses
Jiaqian YuMatthew B. Blaschko
2017-02-13
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances
Matt ParkerColin Parker
2017-02-08
Backpropagation Training for Fisher Vectors within Neural Networks
Patrick WieschollekFabian GrohHendrik P. A. Lensch
2017-02-08
Multi-feature classifiers for burst detection in single EEG channels from preterm infants
X. NavarroF. PoréeM. KuchenbuchM. ChavezA. BeuchéeG. Carrault
2017-02-08
EliXa: A Modular and Flexible ABSA Platform
Iñaki San VicenteXabier SaralegiRodrigo Agerri
2017-02-07
Optimizing Cost-Sensitive SVM for Imbalanced Data :Connecting Cluster to Classification
Qiuyan YanShixiong XiaFanrong Meng
2017-02-06
Exact heat kernel on a hypersphere and its applications in kernel SVM
Chenchao ZhaoJun S. Song
2017-02-05
Handwritten Recognition Using SVM, KNN and Neural Network
Norhidayu Abdul HamidNilam Nur Amir Sjarif
2017-02-01
Source localization in an ocean waveguide using supervised machine learning
Haiqiang NiuEmma ReevesPeter Gerstoft
2017-01-29
Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations
| İlke ÇuğuEren ŞenerÇağrı ErciyesBurak BalcıEmre AkınItır ÖnalAhmet Oğuz Akyüz
2017-01-28
Sign Language Recognition Using Temporal Classification
Hardie CateFahim DalviZeshan Hussain
2017-01-07
Very Fast Kernel SVM under Budget Constraints
David Picard
2016-12-31
GenSVM: A Generalized Multiclass Support Vector Machine
| Gerrit J. J. van den BurgPatrick J. F. Groenen
2016-12-30
Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression
Quan ZhangMingyuan Zhou
2016-12-30
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach
| Leila ArrasFranziska HornGrégoire MontavonKlaus-Robert MüllerWojciech Samek
2016-12-23
Projected Semi-Stochastic Gradient Descent Method with Mini-Batch Scheme under Weak Strong Convexity Assumption
Jie LiuMartin Takac
2016-12-16
Single Image Action Recognition using Semantic Body Part Actions
Zhichen ZhaoHuimin MaShaodi You
2016-12-14
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification
Maksim LapinMatthias HeinBernt Schiele
2016-12-12
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis
Andrew StevensYunchen PuYannan SunGreg SpellLawrence Carin
2016-12-08
Generalized RBF kernel for incomplete data
Łukasz StruskiMarek ŚmiejaJacek Tabor
2016-12-05
Online Localization and Prediction of Actions and Interactions
Khurram SoomroHaroon IdreesMubarak Shah
2016-12-04
A novel multiclassSVM based framework to classify lithology from well logs: a real-world application
Soumi ChakiAurobinda RoutrayWilliam K. MohantyMamata Jenamani
2016-12-02
Development of a hybrid learning system based on SVM, ANFIS and domain knowledge: DKFIS
Soumi ChakiAurobinda RoutrayWilliam K. MohantyMamata Jenamani
2016-12-02
Classifying ASR Transcriptions According to Arabic Dialect
Abualsoud HananiAziz QaroushStephen Taylor
2016-12-01
QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features
Mohamed EldesoukiFahim DalviHassan SajjadKareem Darwish
2016-12-01
Vanilla Classifiers for Distinguishing between Similar Languages
Sergiu NisioiAlina Maria CiobanuLiviu P. Dinu
2016-12-01
A Hybrid Deep Learning Architecture for Sentiment Analysis
Md Shad AkhtarAyush KumarAsif EkbalPushpak Bhattacharyya
2016-12-01
Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition
Pascale FungAnik DeyFarhad Bin SiddiqueRuixi LinYang YangDario BerteroYan WanRicky Ho Yin ChanChien-Sheng Wu
2016-12-01
Large Margin Discriminant Dimensionality Reduction in Prediction Space
Mohammad SaberianJose Costa PereiraCan XuJian YangNuno Nvasconcelos
2016-12-01
Asynchronous Parallel Greedy Coordinate Descent
Yang YouXiangru LianJi LiuHsiang-Fu YuInderjit S. DhillonJames DemmelCho-Jui Hsieh
2016-12-01
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain
Ian En-Hsu YenXiangru HuangKai ZhongRuohan ZhangPradeep K. RavikumarInderjit S. Dhillon
2016-12-01
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task
Shervin MalmasiMarcos ZampieriNikola Ljube{\v{s}}i{\'c}Preslav NakovAhmed AliJ{\"o}rg Tiedemann
2016-12-01
Discriminating Similar Languages with Linear SVMs and Neural Networks
{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekinTaraka Rama
2016-12-01
Cancer Hallmark Text Classification Using Convolutional Neural Networks
Simon BakerAnna KorhonenSampo Pyysalo