S. Begum

Most-cited papers

Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods
Manosij Ghosh, Sukdev Adhikary, K. Ghosh, Aritra Sardar +2 more
2018Medical and Biological Engineering and Computing122 citations
Semantic Scholar
Recursive Memetic Algorithm for gene selection in microarray data
Manosij Ghosh, S. Begum, R. Sarkar, Debasis Chakraborty +1 more
2019Expert systems with applications108 citations
Semantic Scholar
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data
K. Ghosh, S. Begum, Aritra Sardar, Sukdev Adhikary +3 more
2021Expert systems with applications54 citations
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Data Classification Using Feature Selection and kNN Machine Learning Approach
S. Begum, Debasis Chakraborty, R. Sarkar
2015International Conference on Computational Intelligence and Communication Networks46 citations
Semantic Scholar
Application of active learning in DNA microarray data for cancerous gene identification
S. Begum, R. Sarkar, Debasis Chakraborty, Sagnik Sen +1 more
2021Expert systems with applications20 citations
Semantic Scholar
Identification of Biomarker on Biological and Gene Expression data using Fuzzy Preference Based Rough Set
S. Begum, R. Sarkar, Debasis Chakraborty, U. Maulik
2020Journal of Intelligent Systems19 citations Open access
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Cancer classification from gene expression based microarray data using SVM ensemble
S. Begum, Debasis Chakraborty, R. Sarkar
20152015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)16 citations
Semantic Scholar
Symptoms are known by their companies: towards association guided disease diagnosis assistant
Abhisek Tiwari, Tulika Saha, S. Saha, P. Bhattacharyya +3 more
2022BMC Bioinformatics11 citations Open access
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Identifying cancer biomarkers from leukemia data using feature selection and supervised learning
S. Begum, Debasis Chakraborty, R. Sarkar
2016IEEE International Conference on Control, Measurement and Instrumentation10 citations
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Breast cancer detection using feature selection and active learning
S. Begum, S. Bera, Debasis Chakraborty, R. Sarkar
20179 citations
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RETRACTED: Optimized machine learning algorithm for thyroid tumour type classification: A hybrid approach Random Forest, and intelligent optimization algorithms
S. Begum, M. Anand, P. Pramila, J. Indra +5 more
2024Journal of Intelligent & Fuzzy Systems8 citations
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Gene Selection for Diagnosis of Cancer in Microarray Data Using Memetic Algorithm
S. Begum, Sourav Chakraborty, A. Banerjee, Soumen Das +2 more
20186 citations
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A Hybrid Model for Optimum Gene Selection of Microarray Datasets
S. Begum, A. Ansari, S. Sultan, Rakhee Dam
2018Advances in Intelligent Systems and Computing4 citations
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Microarray Data Analysis for Diagnosis of Cancer Diseases by Machine Learning algorithm
S. Begum, Swaraj Samanta, Salauddin Ahmed, Debasis Chakraborty
2023International Conference on Recent Advances in Information Technology2 citations
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A deep learning based multi-image compression technique
Dibyendu Barman, A. Hasnat, S. Begum, B. Barman
2024Signal, Image and Video Processing1 citations
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Advancing Potato Leaf Disease Detection: A YOLOv8n-Based Deep Learning Approach for Mobile and IoT Applications
Debasis Chakraborty, Sandip Haldar, S. Begum, Srijani Das
20252025 2nd International Conference on Emerging Trends in Electronic Devices and Computational Techniques (EDCT)0 citations
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