most citedEmbedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection

59 citations · 91 across the 5 of their papers we have counts for

collaborators

5 papers

q-bio.OT2020

Sewage Pooling Test for SARS-CoV-2

Ritam Guha, Anik Sengupta, Ankan Dutta

CoVID-19 is currently one of the biggest threats to mankind. To date, it is the reason for infections of over 35 lakhs and the death of over 2 lakh human beings. We propose a proce…

cs.CV20208 cited

Atom Search Optimization with Simulated Annealing -- a Hybrid Metaheuristic Approach for Feature Selection

Kushal Kanti Ghosh, Ritam Guha, Soulib Ghosh +2

'Hybrid meta-heuristics' is one of the most interesting recent trends in the field of optimization and feature selection (FS). In this paper, we have proposed a binary variant of A…

cs.NE202024 cited

Fuzzy Mutation Embedded Hybrids of Gravitational Search and Particle Swarm Optimization Methods for Engineering Design Problems

Devroop Kar, Manosij Ghosh, Ritam Guha +3

Gravitational Search Algorithm (GSA) and Particle Swarm Optimization (PSO) are nature-inspired, swarm-based optimization algorithms respectively. Though they have been widely used…

cs.NE2020

A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem

Ritam Guha, Manosij Ghosh, Pawan Kumar Singh +2

In any multi-script environment, handwritten script classification is of paramount importance before the document images are fed to their respective Optical Character Recognition (…

cs.LG202059 cited

Embedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection

Ritam Guha, Manosij Ghosh, Shyok Mutsuddi +2

Classification accuracy provided by a machine learning model depends a lot on the feature set used in the learning process. Feature Selection (FS) is an important and challenging p…