Soumen Kumar Pati

According to our database, Soumen Kumar Pati authored at least 15 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

DeMoS: dense module based gene signature detection through quasi-clique: an application to cervical cancer prognosis.

Suparna Saha, Soumita Seth, Soumadip Ghosh, Guimin Qin, Tapas Bhadra, Soumen Kumar Pati, Somenath Chakraborty, Saurav Mallik

Netw. Model. Anal. Health Informatics Bioinform., December, 2024

2023

Gene selection of microarray data using Heatmap Analysis and Graph Neural Network.

Soumen Kumar Pati, Ayan Banerjee, Sweta Manna

Appl. Soft Comput., March, 2023

2022

CoWarriorNet: A Novel Deep-Learning Framework for CoVID-19 Detection from Chest X-Ray Images.

Indrani Roy, Rinita Shai, Arijit Ghosh, Anirban Bej, Soumen Kumar Pati

New Gener. Comput., 2022

Missing value estimation of microarray data using Sim-GAN.

Soumen Kumar Pati, Manan Kumar Gupta, Rinita Shai, Ayan Banerjee, Arijit Ghosh

Knowl. Inf. Syst., 2022

Detection of Chronic Kidney Disease Using Neuro-Fuzzy Rule-based Classifier.

Supantha Das, Arnab Hazra, Soumen Kumar Pati, Soumadip Ghosh, Saurav Mallik, Suharta Banerjee, Ayan Mukherji, Aimin Li, Zhongming Zhao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2020

Relevant feature selection and ensemble classifier design using bi-objective genetic algorithm.

Asit Kumar Das, Soumen Kumar Pati, Arka Ghosh

Knowl. Inf. Syst., 2020

2018

Cancer Classification by Gene Subset Selection from Microarray Dataset.

Asit Kumar Das, Soumen Kumar Pati, Hsien-Hung Huang, Chi-Ken Chen

J. Univers. Comput. Sci., 2018

Bi-objective Genetic Algorithm with Rough Set Theory for Important Gene Selection in Disease Diagnosis.

Asit Kumar Das, Soumen Kumar Pati

Proceedings of the Multi-Objective Optimization - Evolutionary to Hybrid Framework, 2018

2017

Missing value estimation for microarray data through cluster analysis.

Soumen Kumar Pati, Asit Kumar Das

Knowl. Inf. Syst., 2017

Ensemble classifier design selecting important genes based on extracted features.

Soumen Kumar Pati, Asit Kumar Das

Int. J. Data Min. Bioinform., 2017

2013

Gene Selection Using Multi-objective Genetic Algorithm Integrating Cellular Automata and Rough Set Theory.

Soumen Kumar Pati, Asit Kumar Das, Arka Ghosh

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

2012

Missing Value Estimation of Microarray Data Using Similarity Measurement.

Soumen Kumar Pati, Asit Kumar Das

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Gene Subset Selection for Cancer Classification Using Statsitical and Rough Set Approach.

Asit Kumar Das, Soumen Kumar Pati

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Reduct generation of microarray dataset using rough set and graph theory for unsupervised learning.

Asit Kumar Das, Soumen Kumar Pati, Saikat Chakrabarty

Proceedings of the Second International Conference on Computational Science, 2012

Gene Selection and Classification Rule Generation for Microarray Dataset.

Soumen Kumar Pati, Asit Kumar Das

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012