k-Means Clustering

k-Means Clustering is a clustering algorithm that divides a training set into $k$ different clusters of examples that are near each other. It works by initializing $k$ different centroids {$\mu\left(1\right),\ldots,\mu\left(k\right)$} to different values, then alternating between two steps until convergence:

(i) each training example is assigned to cluster $i$ where $i$ is the index of the nearest centroid $\mu^{(i)}$

(ii) each centroid $\mu^{(i)}$ is updated to the mean of all training examples $x^{(j)}$ assigned to cluster $i$.

Text Source: Deep Learning, Goodfellow et al

Image Source: scikit-learn

Latest Papers

PAPER DATE
Effective and Sparse Count-Sketch via k-means clustering
YuHan WangZijian LeiLiang Lan
2020-11-24
A System for Automatic Rice Disease Detectionfrom Rice Paddy Images Serviced via a Chatbot
Pitchayagan TemniranratKantip KiratiratanaprukApichon KitvimonratWasin SinthupinyoSujin Patarapuwadol
2020-11-21
Scaled-YOLOv4: Scaling Cross Stage Partial Network
| Chien-Yao WangAlexey BochkovskiyHong-Yuan Mark Liao
2020-11-16
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving
Seontaek OhJi-Hwan YouYoung-Keun Kim
2020-11-16
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning
Debesh JhaSharib AliHåvard D. JohansenDag D. JohansenJens RittscherMichael A. RieglerPål Halvorsen
2020-11-15
An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel
Huan QingJingli Wang
2020-11-12
Real-time object detection method based on improved YOLOv4-tiny
Zicong JiangLiquan ZhaoShuaiyang LiYanfei Jia
2020-11-09
An improved helmet detection method for YOLOv3 on an unbalanced dataset
Rui GengYixuan MaWanhong Huang
2020-11-09
Improved Guarantees for k-means++ and k-means++ Parallel
Konstantin MakarychevAravind ReddyLiren Shan
2020-10-27
Handgun detection using combined human pose and weapon appearance
Jesus Ruiz-SantaquiteriaAlberto Velasco-MataNoelia VallezGloria BuenoJuan Antonio AlvarezOscar Deniz
2020-10-26
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
ran XuChen-Lin ZhangPengcheng WangJayoung LeeSubrata MitraSomali ChaterjiYin LiSaurabh Bagchi
2020-10-21
Automatic Particle Trajectory Classification in Plasma Simulations
Stefano MarkidisIvy PengArtur PodobasItthinat JongsuebchokeGabriel BengtssonPawel Herman
2020-10-11
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system
Jia-Yi ChangYan-Feng LuYa-Jun LiuBo ZhouHong Qiao
2020-10-09
YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors
Kamil KowolMatthias RottmannStefan BrackeHanno Gottschalk
2020-10-07
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection
Marius SchubertKarsten KahlMatthias Rottmann
2020-10-04
Placement of UAV-Mounted Mobile Base Station through User Load-Feature K-means Clustering
Amir MirzaeiniaMehdi MirzaeiniaMohammad ShekaramizMostafa Hassanalian
2020-10-03
Manifold Adaptive Multiple Kernel K-Means for Clustering
Liang DuHaiying ZhangXin RenXiaolin Lv
2020-09-30
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine
Mahmoud ShamsAmira. A. ElsonbatyWael. Z. ElSawy
2020-09-28
An Adaptive EM Accelerator for Unsupervised Learning of Gaussian Mixture Models
Truong NguyenGuangye ChenLuis Chacon
2020-09-26
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction
Farhad Pourkamali-AnarakiMohammad Amin Hariri-ArdebiliLydia Morawiec
2020-09-19
A Mobile App for Wound Localization using Deep Learning
D. M. AnisuzzamanYash PatelJeffrey NiezgodaSandeep GopalakrishnanZeyun Yu
2020-09-15
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Yuxuan CaiHongjia LiGeng YuanWei NiuYanyu LiXulong TangBin RenYanzhi Wang
2020-09-12
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series
Ahmed Ben SaidAbdelkarim ErradiHussein AlyAbdelmonem Mohamed
2020-09-10
Biclustering with Alternating K-Means
Nicolas FraimanZichao Li
2020-09-09
Covid-Transformer: Detecting Trending Topics on Twitter Using Universal Sentence Encoder
Meysam Asgari-ChenaghluNarjes Nikzad-KhasmakhiShervin Minaee
2020-09-08
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
Tiago AzevedoRené de JongPartha Maji
2020-09-07
Automatic Radish Wilt Detection Using Image Processing Based Techniques and Machine Learning Algorithm
Asif Ashraf PatankarHyeonjoon Moon
2020-09-01
Reproducible Pruning System on Dynamic Natural Plants for Field Agricultural Robots
Sunny KatyaraFanny FicucielloDarwin G. CaldwellFei ChenBruno Siciliano
2020-08-26
Exploring the weather impact on bike sharing usage through a clustering analysis
Jessica QuachReza Malekian
2020-08-17
LogoDet-3K: A Large-Scale Image Dataset for Logo Detection
| Jing WangWeiqing MinSujuan HouShengnan MaYuanjie ZhengShuqiang Jiang
2020-08-12
Nyström Approximation with Nonnegative Matrix Factorization
Yongquan Fu
2020-08-07
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach
Sarah Hussein TomanMohammed Hamzah AbedZinah Hussein Toman
2020-08-01
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
Scalable Initialization Methods for Large-Scale Clustering
| Joonas HämäläinenTommi KärkkäinenTuomo Rossi
2020-07-23
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
Unsupervised machine learning via transfer learning and k-means clustering to classify materials image data
| Ryan CohnElizabeth Holm
2020-07-16
Deep Heterogeneous Autoencoder for Subspace Clustering of Sequential Data
Abubakar SiddiqueReza Jalil MozhdehiHenry Medeiros
2020-07-14
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Giulio LovisottoHenry TurnerIvo SluganovicMartin StrohmeierIvan Martinovic
2020-07-08
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches
Kalun HoJanis KeuperFranz-Josef PfreundtMargret Keuper
2020-07-06
Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects
| Dimitrios I. KoutrasAthanasios Ch. KapoutsisElias B. Kosmatopoulos
2020-07-02
Expandable YOLO: 3D Object Detection from RGB-D Images
Masahiro TakahashiAlessandro MoroYonghoon JiKazunori Umeda
2020-06-26
Socially Fair k-Means Clustering
| Mehrdad GhadiriSamira SamadiSantosh Vempala
2020-06-17
Improving Few-Shot Visual Classification with Unlabelled Examples
Peyman BateniJarred BarberJan-Willem van de MeentFrank Wood
2020-06-17
Few-shot Object Detection on Remote Sensing Images
Jingyu DengXiang LiYi Fang
2020-06-14
Quantum inspired K-means algorithm using matrix product states
Xiao ShiYun ShangChu Guo
2020-06-11
Black-box Explanation of Object Detectors via Saliency Maps
Vitali PetsiukRajiv JainVarun ManjunathaVlad I. MorariuAshutosh MehraVicente OrdonezKate Saenko
2020-06-05
Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades
Aifu HanYongze ZhangAjuan LiChangjin LiFengying ZhaoQiujie DongQin LiuYanting LiuXimei ShenSunjie YanShengzong Zhou
2020-06-03
DC-NAS: Divide-and-Conquer Neural Architecture Search
Yunhe WangYixing XuDacheng Tao
2020-05-29
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3
Petr HurtikVojtech MolekJan HulaMarek VajglPavel VlasanekTomas Nejezchleba
2020-05-27
A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video
Sauradip NagPalaiahnakote ShivakumaraUmapada PalTong LuMichael Blumenstein
2020-05-26
SCAN: Learning to Classify Images without Labels
| Wouter Van GansbekeSimon VandenhendeStamatios GeorgoulisMarc ProesmansLuc van Gool
2020-05-25
Apple Defect Detection Using Deep Learning Based Object Detection For Better Post Harvest Handling
Paolo Valdez
2020-05-12
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique
Masahiro OdaTakefumi YamaguchiHideki FukuokaYuta UenoKensaku Mori
2020-05-04
Application of Deep Interpolation Network for Clustering of Physiologic Time Series
Yanjun LiYuanfang RenTyler J. LoftusShounak DattaM. RuppertZiyuan GuanDapeng WuParisa RashidiTezcan Ozrazgat-BaslantiAzra Bihorac
2020-04-27
Target specific mining of COVID-19 scholarly articles using one-class approach
Sanjay Kumar SonbhadraSonali AgarwalP. Nagabhushan
2020-04-24
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
YOLO and K-Means Based 3D Object Detection Method on Image and Point Cloud
Xuanyu YINYoko SASAKIWeimin WANGKentaro SHIMIZU
2020-04-21
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds
Xuanyu YinYoko SasakiWeimin WangKentaro Shimizu
2020-04-21
WQT and DG-YOLO: towards domain generalization in underwater object detection
Hong LiuPinhao SongRunwei Ding
2020-04-14
Improved YOLOv3 Object Classification in Intelligent Transportation System
Yang ZhangChanghui HuXiaobo Lu
2020-04-08
Simultaneous Denoising and Dereverberation Using Deep Embedding Features
Cunhang FanJianhua TaoBin LiuJiangyan YiZhengqi Wen
2020-04-06
Hybrid Neuro-Evolutionary Method for Predicting Wind Turbine Power Output
Mehdi NeshatMeysam Majidi NezhadEhsan AbbasnejadDaniele GroppiAzim HeydariLina Bertling TjernbergDavide Astiaso GarciaBradley AlexanderMarkus Wagner
2020-04-02
Effect of Annotation Errors on Drone Detection with YOLOv3
| Aybora KoksalKutalmis Gokalp InceA. Aydin Alatan
2020-04-02
Caption Generation of Robot Behaviors based on Unsupervised Learning of Action Segments
Koichiro YoshinoKohei WakimotoYuta NishimuraSatoshi Nakamura
2020-03-23
Impact of temporal correlations on high risk outbreaks of independent and cooperative SIR dynamics
| Sina SajjadiMohammad Reza EjtehadiFakhteh Ghanbarnejad
2020-03-03
DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
Priyanto HidayatullahXueting WangToshihiko YamasakiTati L. E. R. MengkoRinaldi MunirAnggraini BarlianEros SukmawatiSupraptono Supraptono
2020-03-03
Estimating Multiple Precision Matrices with Cluster Fusion Regularization
Bradley S. PriceAaron J. MolstadBen Sherwood
2020-03-01
Variational Wasserstein Barycenters for Geometric Clustering
| Liang MiTianshu YuJose BentoWen ZhangBaoxin LiYalin Wang
2020-02-24
Inverted-File k-Means Clustering: Performance Analysis
Kazuo AoyamaKazumi SaitoTetsuo Ikeda
2020-02-21
A Scalable Framework for Sparse Clustering Without Shrinkage
Zhiyue ZhangKenneth LangeJason Xu
2020-02-20
Fast and Regularized Reconstruction of Building Façades from Street-View Images using Binary Integer Programming
Han HuLibin WangMier ZhangYulin DingQing Zhu
2020-02-20
k-means++: few more steps yield constant approximation
Davin ChooChristoph GrunauJulian PortmannVáclav Rozhoň
2020-02-18
Clustering based on Point-Set Kernel
Kai Ming TingJonathan R. WellsYe Zhu
2020-02-14
Real-Time target detection in maritime scenarios based on YOLOv3 model
Alessandro BettiBenedetto MichelozziAndrea BracciAndrea Masini
2020-02-10
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features
Cunhang FanBin LiuJianhua TaoJiangyan YiZhengqi Wen
2020-02-05
Real-Time Object Detection and Recognition on Low-Compute Humanoid Robots using Deep Learning
Sayantan ChatterjeeFaheem H. ZunjaniSouvik SenGora C. Nandi
2020-01-20
RSnet: An improvement for Darknet
Shengquan WangAng LiJiying ChenBaoyu ZhengJiaxin JiLi Xianglong
2020-01-16
Domain Independent Unsupervised Learning to grasp the Novel Objects
Siddhartha Vibhu PharswanMohit VohraAshish KumarLaxmidhar Behera
2020-01-09
Softmax-based Classification is k-means Clustering: Formal Proof, Consequences for Adversarial Attacks, and Improvement through Centroid Based Tailoring
Sibylle HessWouter DuivesteijnDecebal Mocanu
2020-01-07
Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification
Anandhanarayanan KamalakannanShiva Shankar GanesanGovindaraj Rajamanickam
2020-01-04
An Entropy-based Variable Feature Weighted Fuzzy k-Means Algorithm for High Dimensional Data
Vikas SinghNishchal K. Verma
2019-12-24
What do Asian Religions Have in Common? An Unsupervised Text Analytics Exploration
| Preeti SahErnest Fokoué
2019-12-20
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network
Yao XiangWanxin SunChangli PanMeng YanZhihua YinYixiong Liang
2019-12-14
Robust Data-driven Profile-based Pricing Schemes
Jingshi CuiHaoxiang WangChenye WuYang Yu
2019-12-12
Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer
Geoffroy Dubourg-FelonneauYasmeen KussadDominic KirkhamJohn W CassidyNirmesh PatelHarry W Clifford
2019-11-27
Optimal event selection and categorization in high energy physics, Part 1: Signal discovery
Konstantin K. MatchevPrasanth Shyamsundar
2019-11-26
Learning Spatial Fusion for Single-Shot Object Detection
| Songtao LiuDi HuangYunhong Wang
2019-11-21
Event detection in Colombian security Twitter news using fine-grained latent topic analysis
Vladimir Vargas-CalderónNicolás Parra-A.Jorge E. CamargoHerbert Vinck-Posada
2019-11-19
DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data
Ali OskooeiSophie Mai ChauJonas WeissArvind SridharMaría Rodríguez MartínezBruno Michel
2019-11-18
AI-based Pilgrim Detection using Convolutional Neural Networks
Marwa Ben JabraAdel AmmarAnis KoubaaOmar CheikhrouhouHabib Hamam
2019-11-18
Distributional Clustering: A distribution-preserving clustering method
Arvind KrishnaSimon MakRoshan Joseph
2019-11-14
Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning
Anis KoubaaAdel AmmarBilel BenjdiraAbdullatif Al-HadidBelal KawafSaleh Ali Al-YahriAbdelrahman BabikerKoutaiba AssafMohannad Ba Ras
2019-11-11
Towards automatic extractive text summarization of A-133 Single Audit reports with machine learning
Vivian T. ChouLeAnna KentJoel A. GóngoraSam BalleriniCarl D. Hoover
2019-11-08
Regularized Non-negative Spectral Embedding for Clustering
Yifei WangRui LiuYong ChenHui ZhangsZhiwen Ye
2019-11-01
On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance
Madhu KiranVivek TiwariLe Thanh Nguyen-MeidineEric Granger
2019-10-31
Using machine learning and information visualisation for discovering latent topics in Twitter news
Vladimir Vargas-CalderónMarlon Steibeck DominguezN. Parra-A.Herbert Vinck-PosadaJorge E. Camargo
2019-10-21
Deep clustering with concrete k-means
Boyan GaoYongxin YangHenry GoukTimothy M. Hospedales
2019-10-17
Predicting passenger origin-destination in online taxi-hailing systems
Pouria GolshanradHamid MahiniBehnam Bahrak
2019-10-17
Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3
Adel AmmarAnis KoubaaMohanned AhmedAbdulrahman Saad
2019-10-16
OmniTrack: Real-time detection and tracking of objects, text and logos in video
Hannes FassoldRidouane Ghermi
2019-10-14
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
| Alexei BaevskiSteffen SchneiderMichael Auli
2019-10-12
Fairness in Clustering with Multiple Sensitive Attributes
Savitha Sam AbrahamDeepak PSowmya S Sundaram
2019-10-11
Application of Machine Learning in Forecasting International Trade Trends
Feras BatarsehMunisamy GopinathGanesh NalluruJayson Beckman
2019-10-07
Deep Neural Network Compression for Image Classification and Object Detection
| Georgios TzelepisAhraz AsifSaimir BaciSelcuk CavdarEren Erdal Aksoy
2019-10-07
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection
| Alexander WongMahmoud FamuoriMohammad Javad ShafieeFrancis LiBrendan ChwylJonathan Chung
2019-10-03
Kidney Recognition in CT Using YOLOv3
Andréanne Lemay
2019-10-03
K-Means Clustering on Noisy Intermediate Scale Quantum Computers
Sumsam Ullah KhanAhsan Javed AwanGemma Vall-Llosera
2019-09-26
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments
Yi ShiKemal DavasliogluYalin E. SagduyuWilliam C. HeadleyMichael FowlerGilbert Green
2019-09-25
Unsupervised Deep Features for Privacy Image Classification
Chiranjibi SitaulaYong XiangSunil AryalXuequan Lu
2019-09-24
Training-Time-Friendly Network for Real-Time Object Detection
| Zili LiuTu ZhengGuodong XuZheng YangHaifeng LiuDeng Cai
2019-09-02
HishabNet: Detection, Localization and Calculation of Handwritten Bengali Mathematical Expressions
Md Nafee Al IslamSiamul Karim Khan
2019-09-02
Automatic Text Summarization of Legal Cases: A Hybrid Approach
Varun Pandya
2019-08-24
NE-LP: Normalized Entropy and Loss Prediction based Sampling for Active Learning in Chinese Word Segmentation on EHRs
Tingting CaiZhiyuan MaHong ZhengYangming Zhou
2019-08-22
A Fast and Accurate One-Stage Approach to Visual Grounding
| Zhengyuan YangBoqing GongLiwei WangWenbing HuangDong YuJiebo Luo
2019-08-18
Automated classification of plasma regions using 3D particle energy distribution
Vyacheslav OlshevskyYuri V. KhotyaintsevAndrey DivinGian Luca DelzannoSven AnderzenPawel HermanSteven W. D. ChienLevon AvanovStefano Markidis
2019-08-15
Explicit Shape Encoding for Real-Time Instance Segmentation
| Wenqiang XuHaiyang WangFubo QiCewu Lu
2019-08-12
Dynamic Region Division for Adaptive Learning Pedestrian Counting
Gaoqi HeZhenwei MaBinhao HuangBin ShengYubo Yuan
2019-08-12
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning
Bin ZhaoShuxue DingHong WuGuohua LiuChen CaoSong JinZhiyang Liu
2019-08-10
Unexpected Effects of Online K-means Clustering
Michal Moshkovitz
2019-08-09
Airbnb Price Prediction Using Machine Learning and Sentiment Analysis
| Pouya Rezazadeh KalehbastiLiubov NikolenkoHoormazd Rezaei
2019-07-29
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications
| Pengyi ZhangYunxin ZhongXiaoqiong Li
2019-07-25
Whole-Sample Mapping of Cancerous and Benign Tissue Properties
Lydia Neary-ZajiczekClara EssmannNeil ClancyAiman HaiderElena MirandaMichael ShawAmir GanderBrian DavidsonDelmiro Fernandez-ReyesVijay PawarDanail Stoyanov
2019-07-23
Comparison of Classical Machine Learning Approaches on Bangla Textual Emotion Analysis
Md. Ataur RahmanMd. Hanif Seddiqui
2019-07-18
Improving Detection of Credit Card Fraudulent Transactions using Generative Adversarial Networks
Hung Ba
2019-07-07
Single-Document Summarization Using Sentence Embeddings and K-Means Clustering
Sanchit AgarwalNikhil Kumar SinghPriyanka Meel
2019-07-01
On Physical Adversarial Patches for Object Detection
Mark LeeZico Kolter
2019-06-20
An image-driven machine learning approach to kinetic modeling of a discontinuous precipitation reaction
Elizabeth KautzWufei MaSaumyadeep JanaArun DevarajVineet JoshiBülent YenerDaniel Lewis
2019-06-13
A K-means-based Multi-subpopulation Particle Swarm Optimization for Neural Network Ensemble
Hui Yu
2019-06-12
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors
Mohammad Mahdi DerakhshaniSaeed MasoudniaAmir Hossein ShakerOmid MersaMohammad Amin SadeghiMohammad RastegariBabak N. Araabi
2019-06-12
Radio Galaxy Zoo: Unsupervised Clustering of Convolutionally Auto-encoded Radio-astronomical Images
Nicholas O. RalphRay P. NorrisGu FangLaurence A. F. ParkTimothy J. GalvinMatthew J. AlgerHeinz AndernachChris LintottLawrence RudnickStanislav ShabalaO. Ivy Wong
2019-06-07
Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set
Simon Duque AntonSuneetha KanoorDaniel FraunholzHans Dieter Schotten
2019-05-28
FSD: Feature Skyscraper Detector for Stem End and Blossom End of Navel Orange
Xiaoye SunGongyan LiShaoyun Xu
2019-05-24
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving
| Jiwoong ChoiDayoung ChunHyun KimHyuk-Jae Lee
2019-04-09
FCOS: Fully Convolutional One-Stage Object Detection
| Zhi TianChunhua ShenHao ChenTong He
2019-04-02
Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim
| Farzad FarshchiQijing HuangHeechul Yun
2019-03-05
Bag of Freebies for Training Object Detection Neural Networks
| Zhi ZhangTong HeHang ZhangZhongyue ZhangJunyuan XieMu Li
2019-02-11
Unsupervised Automated Event Detection using an Iterative Clustering based Segmentation Approach
Deepak K. GuptaRohit K. ShrivastavaSuhas PhadkeJeroen Goudswaard
2019-01-22
Diverse mini-batch Active Learning
Fedor Zhdanov
2019-01-17
Guess What's on my Screen? Clustering Smartphone Screenshots with Active Learning
Agnese ChiattiDolzodmaa DavaasurenNilam RamPrasenjit MitraByron ReevesThomas Robinson
2019-01-09
Combining Unsupervised and Supervised Learning for Asset Class Failure Prediction in Power Systems
Ming Dong
2019-01-06
Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3
| Bilel BenjdiraTaha KhursheedAnis KoubaaAdel AmmarKais Ouni
2018-12-28
Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery
Mehdi ZakroumMounir GhoghoMustapha FaqirMohamed Aymane Ahajjam
2018-12-23
Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging
Youngjun ChoSimon J. JulierNadia Bianchi-Berthouze
2018-12-21
Differentially Private k-Means with Constant Multiplicative Error
Uri StemmerHaim Kaplan
2018-12-01
How to tell when a clustering is (approximately) correct using convex relaxations
Marina Meila
2018-12-01
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
| Michael A. AlcornQi LiZhitao GongChengfei WangLong MaiWei-Shinn KuAnh Nguyen
2018-11-28
QUENN: QUantization Engine for low-power Neural Networks
Miguel de PradoMaurizio DennaLuca BeniniNuria Pazos
2018-11-14
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence
| Athanasios DavvetasIraklis A. KlampanosVangelis Karkaletsis
2018-11-09
An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering
Sharon M. McNicholasPaul D. McNicholasDaniel A. Ashlock
2018-10-31
Fault Area Detection in Leaf Diseases using k-means Clustering
Subhajit MaitySujan SarkarAvinaba TapadarAyan DuttaSanket BiswasSayon NayekPritam Saha
2018-10-24
Improvement of K Mean Clustering Algorithm Based on Density
Su ChangXu ZhenzongGao Xuan
2018-10-09
Modified Diversity of Class Probability Estimation Co-training for Hyperspectral Image Classification
Yan JuLingling LiLicheng JiaoZhongle RenBiao HouShuyuan Yang
2018-09-05
Decentralized Clustering on Compressed Data without Prior Knowledge of the Number of Clusters
Elsa DuprazDominique PastorFrançois-Xavier Socheleau
2018-07-12
Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners
Jun LiuHiroyuki ShindoYuji Matsumoto
2018-07-01
K-means clustering using random matrix sparsification
Kaushik Sinha
2018-07-01
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions
| Junru WuYue WangZhenyu WuZhangyang WangAshok VeeraraghavanYingyan Lin
2018-07-01
Deep $k$-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions
| Junru WuYue WangZhenyu WuZhangyang WangAshok VeeraraghavanYingyan Lin
2018-06-24
Unsupervised Detection of Metaphorical Adjective-Noun Pairs
Malay PramanickPabitra Mitra
2018-06-01
Fast K-Means Clustering with Anderson Acceleration
Juyong ZhangYuxin YaoYue PengHao YuBailin Deng
2018-05-27
YOLOv3: An Incremental Improvement
| Joseph RedmonAli Farhadi
2018-04-08
Alternative Objective Functions for Deep Clustering
| WangZ.-Q.; Le RouxJ.; HersheyJ.R
2018-04-01
Innovative Texture Database Collecting Approach and Feature Extraction Method based on Combination of Gray Tone Difference Matrixes, Local Binary Patterns,and K-means Clustering
Shervan Fekri-Ershad
2018-03-12
Automated Detection of Acute Leukemia using K-mean Clustering Algorithm
Sachin KumarSumita MishraPallavi AsthanaPragya
2018-03-06
Cluster Naturalistic Driving Encounters Using Deep Unsupervised Learning
Sisi LiWenshuo WangZhaobin MoDing Zhao
2018-02-28
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation
Sulaiman VesalNishant RavikumarStephan EllmanAndreas Maier
2018-02-23
Detecting abnormal events in video using Narrowed Normality Clusters
Radu Tudor IonescuSorina SmeureanuMarius PopescuBogdan Alexe
2018-01-12
Movie recommender system with metaheuristic artificial bee
Rahul Katarya
2018-01-06
Pattern recognition techniques for Boson Sampling validation
Iris AgrestiNiko ViggianielloFulvio FlaminiNicolò SpagnoloAndrea CrespiRoberto OsellameNathan WiebeFabio Sciarrino
2017-12-19
Classification of entities via their descriptive sentences
Chao ZhaoMin ZhaoYi Guan
2017-11-28
A fatal point concept and a low-sensitivity quantitative measure for traffic safety analytics
Shan Suthaharan
2017-11-28
Oversampling for Imbalanced Learning Based on K-Means and SMOTE
| Felix LastGeorgios DouzasFernando Bacao
2017-11-02
Fast PET Scan Tumor Segmentation using Superpixels, Principal Component Analysis and K-means Clustering
Yeman B. HagosVu H. MinhSaed KhawaldehUsama PervaizTajwar A. Aleef
2017-10-18
PQk-means: Billion-scale Clustering for Product-quantized Codes
| Yusuke MatsuiKeisuke OgakiToshihiko YamasakiKiyoharu Aizawa
2017-09-12
Group-driven Reinforcement Learning for Personalized mHealth Intervention
Feiyun ZhuJun GuoZheng XuPeng LiaoJunzhou Huang
2017-08-14
Distributed and Provably Good Seedings for k-Means in Constant Rounds
Olivier BachemMario LucicAndreas Krause
2017-08-01
Uniform Deviation Bounds for k-Means Clustering
Olivier BachemMario LucicS. Hamed HassaniAndreas Krause
2017-08-01
Nyström Method with Kernel K-means++ Samples as Landmarks
Dino OglicThomas Gärtner
2017-08-01
Multi-Oriented Text Detection and Verification in Video Frames and Scene Images
Aneeshan SainAyan Kumar BhuniaPartha Pratim RoyUmapada Pal
2017-07-22
Size Matters: Cardinality-Constrained Clustering and Outlier Detection via Conic Optimization
Napat RujeerapaiboonKilian SchindlerDaniel KuhnWolfram Wiesemann
2017-05-22
Fast k-means based on KNN Graph
Cheng-Hao DengWan-Lei Zhao
2017-05-04
Word Embedding and Topic Modeling Enhanced Multiple Features for Content Linking and Argument / Sentiment Labeling in Online Forums
Lei LiLiyuan MaoMoye Chen
2017-04-01
Subspace Learning in The Presence of Sparse Structured Outliers and Noise
Shervin MinaeeYao Wang
2017-03-14
Automatic Skin Lesion Segmentation using Semi-supervised Learning Technique
S. M. JaisakthiAravindan ChandraboseP. Mirunalini
2017-03-13
Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach
Kasthurirengan SureshSamuel SilvaJohnathan VotionYongcan Cao
2017-02-28
Scalable k-Means Clustering via Lightweight Coresets
Olivier BachemMario LucicAndreas Krause
2017-02-27
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge
David AlvarezMonica Iglesias
2017-02-23
Design, Analysis and Application of A Volumetric Convolutional Neural Network
Xiaqing PanYueru ChenC. -C. Jay Kuo
2017-02-01
Symbolic Representation and Classification of Logos
D. S. GuruN. Vinay Kumar
2016-12-28
Randomized Clustered Nystrom for Large-Scale Kernel Machines
Farhad Pourkamali-AnarakiStephen Becker
2016-12-20
Towards the Limit of Network Quantization
Yoojin ChoiMostafa El-KhamyJungwon Lee
2016-12-05
Robust k-means: a Theoretical Revisit
Alexandros Georgogiannis
2016-12-01
Image Segmentation Using Overlapping Group Sparsity
Shervin MinaeeYao Wang
2016-11-23
An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages
Antonios AnastasopoulosDavid ChiangLong Duong
2016-09-26
Learning Schizophrenia Imaging Genetics Data Via Multiple Kernel Canonical Correlation Analysis
Owen RichfieldMd. Ashad AlamVince CalhounYu-Ping Wang
2016-09-15
A Randomized Approach to Efficient Kernel Clustering
Farhad Pourkamali-AnarakiStephen Becker
2016-08-26
Albanian Sign Language (AlbSL) Number Recognition from Both Hand's Gestures Acquired by Kinect Sensors
Eriglen GaniAlda Kika
2016-08-09
Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network
Fangxuan SunJun LinZhongfeng Wang
2016-07-10
Image segmentation based on the hybrid total variation model and the K-means clustering strategy
Baoli ShiZhi-Feng PangJing Xu
2016-05-30
A Rapid Pattern-Recognition Method for Driving Types Using Clustering-Based Support Vector Machines
Wenshuo WangJunqiang Xi
2016-05-22
Fuzzy Clustering Based Segmentation Of Vertebrae in T1-Weighted Spinal MR Images
Jiyo. S. AthertyaG. Saravana Kumar
2016-05-09
Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning
Mario LucicMesrob I. OhannessianAmin KarbasiAndreas Krause
2016-05-02
A vector-contraction inequality for Rademacher complexities
Andreas Maurer
2016-05-01
Markov models for ocular fixation locations in the presence and absence of colour
Adam B. KashlakEoin DevaneHelge DietertHenry Jackson
2016-04-21
An Initial Seed Selection Algorithm for K-means Clustering of Georeferenced Data to Improve Replicability of Cluster Assignments for Mapping Application
Fouad Khan
2016-04-17
Unsupervised single-particle deep clustering via statistical manifold learning
Jiayi WuYong-Bei MaCharles CongdonBevin BrettShuobing ChenQi OuyangYoudong Mao
2016-04-15
Voronoi Region-Based Adaptive Unsupervised Color Image Segmentation
R. HettiarachchiJ. F. Peters
2016-04-02
Semantic Properties of Customer Sentiment in Tweets
Eun Hee KoDiego Klabjan
2016-03-24
Clustering subgaussian mixtures by semidefinite programming
Dustin G. MixonSoledad VillarRachel Ward
2016-02-22
Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization
Shervin MinaeeYao Wang
2016-02-07
Sparse Convex Clustering
Binhuan WangYilong ZhangWill Wei SunYixin Fang
2016-01-18
k-Means Clustering Is Matrix Factorization
Christian Bauckhage
2015-12-23
Unsupervised Temporal Segmentation of Repetitive Human Actions Based on Kinematic Modeling and Frequency Analysis
Qifei WangGregorij KurilloFerda OfliRuzena Bajcsy
2015-12-13
Screen Content Image Segmentation Using Sparse-Smooth Decomposition
Shervin MinaeeAmirali AbdolrashidiYao Wang
2015-11-21
Convolutional Clustering for Unsupervised Learning
Aysegul DundarJonghoon JinEugenio Culurciello
2015-11-19
A GMM-Based Stair Quality Model for Human Perceived JPEG Images
Sudeng HuHaiqiang WangC. -C. Jay Kuo
2015-11-11
Image classification based on support vector machine and the fusion of complementary features
Huilin GaoWenjie ChenLihua Dou
2015-11-05
Improved Twitter Sentiment Prediction through Cluster-then-Predict Model
Rishabh SoniK. James Mathai
2015-09-08
Clustering is Efficient for Approximate Maximum Inner Product Search
Alex AuvolatSarath ChandarPascal VincentHugo LarochelleYoshua Bengio
2015-07-21
Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models
Tejaswi NimmagaddaAnima Anandkumar
2015-05-02
Efficient Dictionary Learning via Very Sparse Random Projections
Farhad Pourkamali-AnarakiStephen BeckerShannon M. Hughes
2015-04-05
Normalization based K means Clustering Algorithm
Deepali VirmaniShweta TanejaGeetika Malhotra
2015-03-03
Personalising Mobile Advertising Based on Users Installed Apps
Jenna RepsUwe AickelinJonathan GaribaldiChris Damski
2015-02-24
Sketch and Validate for Big Data Clustering
Panagiotis A. TraganitisKonstantinos SlavakisGeorgios B. Giannakis
2015-01-22
Screen Content Image Segmentation Using Least Absolute Deviation Fitting
Shervin MinaeeYao Wang
2015-01-15
Autodetection and Classification of Hidden Cultural City Districts from Yelp Reviews
Harini SureshNicholas Locascio
2015-01-12
Fusing Color and Texture Cues to Categorize the Fruit Diseases from Images
Shiv Ram DubeyAnand Singh Jalal
2014-12-23
N-gram-Based Low-Dimensional Representation for Document Classification
Rémi LebretRonan Collobert
2014-12-19
Compressing Deep Convolutional Networks using Vector Quantization
Yunchao GongLiu LiuMing YangLubomir Bourdev
2014-12-18
A Robust Regression Approach for Background/Foreground Segmentation
Shervin MinaeeHaoping YuYao Wang
2014-12-16
Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology
| Mehmet GönenAdam A. Margolin
2014-12-01
Adapted Approach for Fruit Disease Identification using Images
Shiv Ram DubeyAnand Singh Jalal
2014-05-20
A Propound Method for the Improvement of Cluster Quality
Shveta Kundra BhatiaV. S. Dixit
2013-07-25
Semi-supervised clustering methods
Eric Bair
2013-07-01
Cartesian K-Means
| Mohammad NorouziDavid J. Fleet
2013-06-01
An implementation of the relational k-means algorithm
Balázs Szalkai
2013-04-25
Generalizing k-means for an arbitrary distance matrix
Balázs Szalkai
2013-03-24
A Statistical Nonparametric Approach of Face Recognition: Combination of Eigenface & Modified k-Means Clustering
Soumen BagSoumen BarikPrithwiraj SenGautam Sanyal
2011-04-07
Sphere Embedding: An Application to Part-of-Speech Induction
Yariv MaronMichael LamarElie Bienenstock
2010-12-01
R 1 -PCA: Rotational Invariant L 1 -norm Principal Component Analysis for Robust Subspace Factorization
Chris Ding ,Ding Zhou ,Xiaofeng He ,Hongyuan Zha
2006-06-01

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