Search Results for author: Raunak Joshi

Found 13 papers, 1 papers with code

Deep Linear Discriminant Analysis with Variation for Polycystic Ovary Syndrome Classification

no code implementations25 Mar 2023 Raunak Joshi, Abhishek Gupta, Himanshu Soni, Ronald Laban

The polycystic ovary syndrome diagnosis is a problem that can be leveraged using prognostication based learning procedures.

Dimensionality Reduction

Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification

no code implementations5 Jun 2022 Raunak Joshi, Abhishek Gupta

In this paper we present a performance based comparison between simple transformer based network and Res-CNN-BiLSTM based network for cyberbullying text classification problem.

text-classification Text Classification

Res-CNN-BiLSTM Network for overcoming Mental Health Disturbances caused due to Cyberbullying through Social Media

no code implementations20 Apr 2022 Raunak Joshi, Abhishek Gupta, Nandan Kanvinde

Mental Health Disturbance has many reasons and cyberbullying is one of the major causes that does exploitation using social media as an instrument.

Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network

no code implementations19 Apr 2022 Abhishek Gupta, Raunak Joshi, Ronald Laban

Image Forgery is a problem of image forensics and its detection can be leveraged using Deep Learning.

Image Forensics

Combining Varied Learners for Binary Classification using Stacked Generalization

no code implementations17 Feb 2022 Sruthi Nair, Abhishek Gupta, Raunak Joshi, Vidya Chitre

The Machine Learning has various learning algorithms that are better in some or the other aspect when compared with each other but a common error that all algorithms will suffer from is training data with very high dimensional feature set.

Binary Classification Classification +1

Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication

no code implementations9 Jan 2022 Abhishek Gupta, Himanshu Soni, Raunak Joshi, Ronald Melwin Laban

A lot of prognostication methodologies have been formulated for early detection of Polycystic Ovary Syndrome also known as PCOS using Machine Learning.

BIG-bench Machine Learning Binary Classification +2

Succinct Differentiation of Disparate Boosting Ensemble Learning Methods for Prognostication of Polycystic Ovary Syndrome Diagnosis

no code implementations2 Jan 2022 Abhishek Gupta, Sannidhi Shetty, Raunak Joshi, Ronald Melwin Laban

Prognostication of medical problems using the clinical data by leveraging the Machine Learning techniques with stellar precision is one of the most important real world challenges at the present time.

Ensemble Learning

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