Search Results for author: Avisek Gupta

Found 2 papers, 0 papers with code

Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers

no code implementations24 Mar 2024 Arindam Majee, Avisek Gupta, Sourav Raha, Swagatam Das

Alzheimer's disease (AD), characterized by progressive cognitive decline and memory loss, presents a formidable global health challenge, underscoring the critical importance of early and precise diagnosis for timely interventions and enhanced patient outcomes.

Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multi-Objective Optimization Approach

no code implementations9 Aug 2018 Avisek Gupta, Shounak Datta, Swagatam Das

This paper presents Entropy $c$-Means (ECM), a method of fuzzy clustering that simultaneously optimizes two contradictory objective functions, resulting in the creation of fuzzy clusters with different levels of fuzziness.

Clustering

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