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Asit Kumar Das

Academic Qualifications


  • Ph.D.(Engineering) from Department of Computer Science and Technology, Bengal Engineering and Science University , 2011
  • M. Tech. in Computer Science and Engineering, Calcutta University, 2002
  • B. Tech. in Computer Science and Engineering, Calcutta University, 1996
  • B. Sc. Honours in Mathematics, Belur Ramakrishna Mission Vidyamandira, Calcutta University, 1993
  • Higher Secondary, West Bengal Council of Higher Secondary Education, 1990
  • Madhyamik, West Bengal Board of Secondary Education, 1988

Research Statement


  • Machine Learning
  • Big Data Analytics 
  • Data Mining and Pattern Recognition
  • Soft Computing and Artificial Intelligence
  • Natural Language Processing
  • Social Networks
  • Bioinformatics
  • Medical Image Analysis
  • Text, Audio and Video data Analysis

Latest Publications


  • 1 Chirantana Mallick, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, S Vimal, Evolutionary Algorithm based Ensemble Extractive Summarization for Developing Smart Medical System, Interdisciplinary Sciences: Computational Life Sciences, Springer, 2021
  • 2 Chirantana Mallick, Asit Kumar Das, Weiping Ding, Janmenjoy Nayak, Ensemble summarization of bio-medical articles integrating clustering and multi-objective evolutionary algorithms, Applied Soft Computing, Elsevier, 2021
  • 3 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding, Incremental classifier in crime prediction using bi-objective Particle Swarm Optimization, 562, 279-303, Information Sciences, Elsevier, 2021
  • 4 Priyanka Das, Asit Kumar Das, A Word Clustering-Based Crime Report Categorization Technique, Computational Intelligence in Pattern Recognition, 2020
  • 5 Arka Ghosh, Swagatam Das, Asit Kumar Das, A simple two-phase differential evolution for improved global numerical optimization, 24, Soft Computing, 2020
  • 6 Ghazaala Yasmin, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding, Graph based Feature Selection Investigating Boundary Region of Rough Set for Language Identification, Expert Systems with Applications, 2020
  • 7 Swarup Chattopadhyay, Tanmay Basu, Asit K Das, Kuntal Ghosh, Late CA Murthy, Towards effective discovery of natural communities in complex networks and implications in e-commerce, Electronic Commerce Research, 2020
  • 8 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Feature Selection Generating Directed Rough-Spanning Tree for Crime Data Analysis, 32, 7623-7639, Neural Computing and Applications (IF - 4.213), SCI indexed, Springer, 2020
  • 9 Asit Kumar Das, Soumen Kumar Pati, Arka Ghosh, Relevant Features Selection and Ensemble Classifier Design using Bi-Objective Genetic Algorithm, 62, 423-455, Knowledge and Information Systems (IF - 2.247), SCI indexed, Springer, 2020
  • 10 Ghazaala Yasmin, Asit K Das, Speech and Non-speech Audio Files Discrimination Extracting Textural and Acoustic Features, Recent Trends in Signal and Image Processing, 2019
  • View More

    Research Areas


    • Medical Image Analysis
    • Deep Neural Network
    • Text, Audio and Video data Analysis
    • Machine learning and Soft Computing
    • Bioinformatics
    • Social Networks
    • Data Mining and Pattern Recognition

    Publications


  • 1 Chirantana Mallick, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, S Vimal, Evolutionary Algorithm based Ensemble Extractive Summarization for Developing Smart Medical System, Interdisciplinary Sciences: Computational Life Sciences, Springer, 2021
  • 2 Chirantana Mallick, Asit Kumar Das, Weiping Ding, Janmenjoy Nayak, Ensemble summarization of bio-medical articles integrating clustering and multi-objective evolutionary algorithms, Applied Soft Computing, Elsevier, 2021
  • 3 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding, Incremental classifier in crime prediction using bi-objective Particle Swarm Optimization, 562, 279-303, Information Sciences, Elsevier, 2021
  • 4 Arka Ghosh, Swagatam Das, Asit Kumar Das, A simple two-phase differential evolution for improved global numerical optimization, 24, Soft Computing, 2020
  • 5 Ghazaala Yasmin, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding, Graph based Feature Selection Investigating Boundary Region of Rough Set for Language Identification, Expert Systems with Applications, 2020
  • 6 Swarup Chattopadhyay, Tanmay Basu, Asit K Das, Kuntal Ghosh, Late CA Murthy, Towards effective discovery of natural communities in complex networks and implications in e-commerce, Electronic Commerce Research, 2020
  • 7 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Feature Selection Generating Directed Rough-Spanning Tree for Crime Data Analysis, 32, 7623-7639, Neural Computing and Applications (IF - 4.213), SCI indexed, Springer, 2020
  • 8 Asit Kumar Das, Soumen Kumar Pati, Arka Ghosh, Relevant Features Selection and Ensemble Classifier Design using Bi-Objective Genetic Algorithm, 62, 423-455, Knowledge and Information Systems (IF - 2.247), SCI indexed, Springer, 2020
  • 9 Swarup Chattopadhyay, Asit K Das, Kuntal Ghosh, Finding patterns in the degree distribution of real-world complex networks: Going beyond power law, Pattern Analysis and Applications, 2019
  • 10 Swarup Chattopadhyay, Tanmay Basu, Asit Kumar Das, Kuntal Ghosh, A similarity based generalized modularity measure towards effective community discovery in complex networks, Physica A, 2019
  • 11 Arka Ghosh, Swagatam Das, Asit Kumar Das, Liang Gao, Reusing the Past Difference Vectors in Differential Evolution--A Simple But Significant Improvement, IEEE Transactions on Cybernetics, 2019
  • 12 Priyanka Das, Asit Kumar Das, Rough set based incremental crime report labelling in dynamic environment, Applied Soft Computing, 2019
  • 13 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding, Group Incremental Adaptive Clustering based on Neural Network and Rough Set Theory for Crime Report Categorization, Neurocomputing, 2019
  • 14 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Weiping Ding, Danilo Pelusi, A Graph Based Clustering Approach for Relation Extraction From Crime Data, 7, IEEE ACCESS, 2019
  • 15 Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Denilo Pelusi, A Framework for Crime Data Analysis using Relationship among Named Entities, 1-19, Neural Computing and Applications, 2019
  • 16 Priyanka Das, Asit Kumar Das, Graph-based clustering of extracted paraphrases for labelling crime reports, 179, 55-76, Knowledge-Based Systems, 2019
  • 17 Arka Ghosh, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das, Subhransu Sekhar Dash, A Modified Differential Evolution With Distance-based Selection for Continuous Optimization in presence of noise, 5, IEEE Access (IF- 3.557), SCI indexed, 2018
  • 18 Soumi Dutta, Vibhash Chandra, Kanav Mehra, Asit Kumar Das, Tanmoy Chakraborty, and Saptarshi Ghosh, Ensemble Algorithms for Microblog Summarization, 33, 4-14, IEEE Intelligent Systems, 2018
  • 19 Swati Goswami, C. A. Murthy and Asit Kumar Das, Sparsity measure of a network graph:Gini index, 462, 16-39, Information Sciences, Elsevier, 2018
  • 20 Soumi Dutta, Sujata Ghatak, Ratnadeep Dey, Asit Kumar Das and Saptarshi Ghosh, Attribute Selection for Improving Spam Classification in Online Social Networks : A Rough Set Thery based Approach, 8, Social Network Analysis and Mining, Springer, 2018
  • 21 Asit Kumar Das, Shampa Sengupta and Siddhartha Bhattacharyya, A group incremental feature selection for classification using rough set theory based genetic algorithm, 65, 400-411, Applied Soft Computing, Elsevier, 2018
  • 22 Asit Kumar Das and Soumen Kumar Pati, Cancer Classification by Gene subset selection from Microarray dataset, 24, 682-710, Journal of Universal Computer Science, 2018
  • 23 Sunanda Das, Chi-Chang Chang, Asit Kumar Das* and Arka Ghosh, Feature Selection based on Bi-objective Differential Evolution, 11, 130-141, Journal of Computing Science and Engineering, SCOPUS, 2017
  • 24 Arka Ghosh, Swagatam Das, Sankha Subhra Mullick, Rammohan Mallipeddi, and Asit K Das, A Switched Parameter Differential Evolution with Optional Blending Crossover for Scalable Numerical Optimization, 57, 329-352, Applied Soft Computing, Elsevier, 2017
  • 25 Shampa Sengupta and Asit Kumar Das, Particle Swarm Optimization based incremental classifier design for rice disease prediction, 140, 443-451, Computers and Electronics in Agriculture, Elsevier, 2017
  • 26 Sunanda Das, Asit Kumar Das and Arka Ghosh, Feature Selection based on Biobjective Differential Evolution, 11, 130-141, Journal of Computing Science and Engineering, 2017
  • 27 Soumen Kumar Pati and Asit Kumar Das, Ensemble Classifier Design Selecting Important Genes based on Extracted features, 19, 117-149, International Journal of Data Mining and Bioinformatics Inder Science, 2017
  • 28 Arka Ghosh, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das and Subhransu S. Dash, Ä Modified Differential Evolution with Distance-based Selection for Continuous Optimization in Presence of Noise, 5, 1-21, IEEE Access, 2017
  • 29 Asit Kumar Das, Sunanda Das and Arka Ghosh, Ensemble Feature Selection using Biobjective Genetic Algorithm, 123, 116-127, Knowledge-Based Systems, Elsevier, 2017
  • 30 Soumen Kumar Pati and Asit Kumar Das, A Missing Value Estimation Technique of Microarray data using Cluster Analysis, 52, 709-750, Knowledge and Information Systems, Springer, 2017
  • 31 Santanu Phadikar, Jaya Sil and Asit Kumar Das, Rice diseases Classification using feature selection and rule generation techniques, 90, 76-85, Computers and Electronics in Agriculture, Elsevier, 2013
  • 32 Asit Kumar Das and Jaya Sil, An Efficient Classifier Design Integrating Rough Set and Set Oriented Database Operations, 11, 2279-2285, Applied Soft Computing, Elsevier, 2011
  • 1 Priyanka Das, Asit Kumar Das, A Word Clustering-Based Crime Report Categorization Technique, Computational Intelligence in Pattern Recognition, 2020
  • 2 Ghazaala Yasmin, Asit K Das, Speech and Non-speech Audio Files Discrimination Extracting Textural and Acoustic Features, Recent Trends in Signal and Image Processing, 2019
  • 3 Ghazaala Yasmin, Aditya Chaterjee, Asit Kumar Das, An Approach for Video Summarization Using Graph-Based Clustering Algorithm, Computational Intelligence in Pattern Recognition, 2019
  • 4 Mainak Manna, Priyanka Das, Asit Kumar Das, Application of Deep Learning Techniques on Document Classification, International Conference on Computational Collective Intelligence, 2019
  • 5 Ghazaala Yasmin, Subrata Dhara, Rudrendu Mahindar, Asit Kumar Das, Speaker Identification from Mixture of Speech and Non-speech Audio Signal, Soft Computing in Data Analytics, 2019
  • 6 Chirantana Mallick, Madhurima Dutta, Ajit Kumar Das, Apurba Sarkar, Asit Kumar Das, Extractive Summarization of a Document Using Lexical Chains, Soft Computing in Data Analytics, 2019
  • 7 Tanmoy Bera, Ankur Das, Jaya Sil, Asit K Das, A survey on rice plant disease identification using image processing and data mining techniques, Emerging Technologies in Data Mining and Information Security, 2019
  • 8 Prateek Chanda, Asit Kumar Das, A Novel Graph Based Clustering Approach to Document Topic Modeling, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2018
  • 9 Ayan Chatterjee, Asit Kumar Das, Secret communication combining cryptography and steganography, Progress in Advanced Computing and Intelligent Engineering, 2018
  • 10 Priyanka Das, Asit Kumar Das, A two-stage approach of named-entity recognition for crime analysis, 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2017
  • 11 Soumi Dutta, Sujata Ghatak, Saptarshi Ghosh, Asit K Das, A genetic algorithm based tweet clustering technique, International Conference on Computer Communication and Informatics (ICCCI), 2017
  • 12 Priyanka Das, Asit Kumar Das, Behavioural analysis of crime against women using a graph based clustering approach, International Conference on Computer Communication and Informatics (ICCCI), 2017
  • 13 Arka Ghosh, Swagatam Das, Bijaya Ketan Panigrahi, Asit Kumar Das, A noise resilient differential evolution with improved parameter and strategy control, IEEE Congress on Evolutionary Computation (CEC), 2017
  • 14 Soumi Dutta, Sujata Ghatak, Moumita Roy, Saptarshi Ghosh, Asit Kumar Das, A graph based clustering technique for tweet summarization, 4th international conference on reliability, infocom technologies and optimization (ICRITO), 2015
  • 15 Soumen Kumar Pati, Asit Kumar Das, Arka Ghosh, Gene selection using multi-objective genetic algorithm integrating cellular automata and rough set theory, International Conference on Swarm, Evolutionary, and Memetic Computing, 2013
  • 16 Asit Kumar Das, Jaya Sil, Cluster validation using splitting and merging technique, International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007), 2007
  • 1 Asit Kumar Das, Soumen Kumar Pati, Bi-objective Genetic Algorithm with Rough Set Theory for Important Gene Selection in Disease Diagnosis, Springer, 2018
  • 2 Asit Kumar Das, Sunanda Das, A Comparative Study on Different Versions of Multi-Objective Genetic Algorithm for Simultaneous Gene Selection and Sample Categorization, Springer, 2018
  • 3 Jaya Sil, Asit Kumar Das, Feature Selection for Adaptive Decision Making in Big Data Analytics in Data Science and Big Data, Springer, 2016
  • 4 Asit Kumar Das, Jaya Sil, Rough Set and Statistical Approach to Knowledge Discovery, VDM Verlag, 2011
  • Patents


    # Patents Year

    Responsibilities


    Head of the School of VLSI Technology
    9th June 2023 - till date
    Head of the Purabi Das School of Information Technology
    19th April 2022 - 12th June 2023

    By default as the HoD of CST is the HoD of PDSIT

    Head of the Department of Computer Science and Technology
    31st May 2021 - 12th June 2023
    Professor-in-Charge of Examination
    From 20th March 2021 to 1st August 2021
    Member of Academic Coordination Committee
    From 26th November 2020
    Convener of Senate Post Graduate Committee (SPGC)
    From 26th February 2021 to 31 May 2021
    Convenor of Departmental Post Graduate Committee (DPGC)
    From 2019 to 31st May 2021
    Member of Senate Post Graduate Committee (SPGC)
    From 2019 to 31st May 2021
    Head of the Center of Healthcare Science and Technology
    10th August 2020 to 10th February 2021 (6 month)

    Projects


    • Natural Language Processing and Machine Learning based Enhancement in Education Technology, Sponsored
      Ongoing

    Awards


    • Best paper award in CODS-COMAD 2021, Year: 2021
    • Best Paper Award at IEEE IEMCON, Year: 2016

    Research Groups


    Arka Ghosh
    Ph. D.
    9007900477a@gmail.com

    Chirantana Mallick
    Ph. D.
    chirantana9@gmail.com

    Research:
    Computational Intelligence based Biomedical Article Summarization for Clinical Information Retrieval

    Priyanka Das
    Ph. D.
    priyankadas700@gmail.com / priyanka.rs2016@cs.iiests.ac.in

    Ranit Kumar Dey
    Ph. D.
    ranit.dey00@gmail.com

    Soumen Kumar Pati
    Ph. D.
    soumenkrpati@gmail.com

    Sunanda Das
    Ph. D.
    das.sunanda2012@gmail.com

    Shampa Sengupta
    Ph. D.
    shampa2512@yahoo.co.in

    Soumi Dutta
    Ph. D.
    soumi.it@gmail.com

    Ghazaala Yasmin
    Ph. D.
    ghazaala.yasmin@gmail.com

    Swarup Chattopadhyay
    Ph. D.
    swarupchatt@gmail.com

    Swati Goswami
    Ph. D.
    swati.goswami2000@gmail.com

    Aparna Pramanik
    Ph. D.
    pramanikaparna1996@gmail.com

    Research:
    Machine Learning

    Sankhadeep Chatterjee
    M. Tech.
    sankha3531@gmail.com

    Deeptanu Choudhury
    Ph. D.
    deeptanu.c@gmail.com

    Mehwish Naushin
    Ph. D.
    naushinmehwish@gmail.com

    Debapriya Paul
    Ph. D.
    9432497193
    2023csp003.debapriya@students.iiests.ac.in / debapriya.97cse@gmail.com

    Research:
    Legal document analysis

    Subhajit Haldar
    Ph. D.
    7047435347
    subhajit.gcect@gmail.com

    Research:
    Study of generating automatic grading system for evaluation of short and descriptive answers

    Santanu Phadikar
    Ph. D.
    sphadikar@yahoo.com

    Research:
    Rice Disease Prediction

    Created: 23 November 2019