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2020 – today
- 2024
[j7]Dibyendu Barman
, Abul Hasnat, Shemim Begum, Bandana Barman:
A deep learning based multi-image compression technique. Signal Image Video Process. 18(S1): S407-S416 (2024)- 2023
- [c1]Shemim Begum, Swaraj Samanta, Salauddin Ahmed, Debasis Chakraborty:
Microarray Data Analysis for Diagnosis of Cancer Diseases by Machine Learning algorithm. RAIT 2023: 1-6 - 2022
- [j6]Abhisek Tiwari, Tulika Saha, Sriparna Saha, Pushpak Bhattacharyya, Shemim Begum, Minakshi Dhar, Sarbajeet Tiwari:
Symptoms are known by their companies: towards association guided disease diagnosis assistant. BMC Bioinform. 23(1): 556 (2022) - 2021
- [j5]Kushal Kanti Ghosh, Shemim Begum, Aritra Sardar, Sukdev Adhikary, Manosij Ghosh, Munish Kumar, Ram Sarkar:
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data. Expert Syst. Appl. 169: 114485 (2021) - [j4]Shemim Begum, Ram Sarkar, Debasis Chakraborty, Sagnik Sen, Ujjwal Maulik:
Application of active learning in DNA microarray data for cancerous gene identification. Expert Syst. Appl. 177: 114914 (2021) - [j3]Shemim Begum, Ram Sarkar, Debasis Chakraborty, Ujjwal Maulik:
Identification of Biomarker on Biological and Gene Expression data using Fuzzy Preference Based Rough Set. J. Intell. Syst. 30(1): 130-141 (2021)
2010 – 2019
- 2019
- [j2]Manosij Ghosh, Shemim Begum, Ram Sarkar, Debasis Chakraborty, Ujjwal Maulik:
Recursive Memetic Algorithm for gene selection in microarray data. Expert Syst. Appl. 116: 172-185 (2019) - [j1]Manosij Ghosh, Sukdev Adhikary, Kushal Kanti Ghosh, Aritra Sardar, Shemim Begum, Ram Sarkar:
Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods. Medical Biol. Eng. Comput. 57(1): 159-176 (2019)
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