---

AREA OF INTEREST AND SPECIALISATION (INCLUDING RESEARCH AREA)

Data structure,design and analysis of algorithm,computer organization and architecture,microprocessor,introduction to computing.

---

SUBJECTS TAUGHT (INCLUDING SUBJECTS CURRENTLY TEACHING)

---

International Conferences

3. “Optimal Combined Nonconvex Economic and Emission Load Dispatch using NSDE”, N. Sinha, B. S. Purkayastha and B. Purkayastha, ICCIMA07, International Conference on Computational Intelligence and Multimedia Applications, 2007, Mepco, Schlenk Engineering College, Sivakasi, Madurai, Dec. 2007

2. “Hybrid PSO/Self-Adaptive Evolutionary Programming For Economic Dispatch With Non-Convex Cost Function”, N. Sinha, B. S. Purkayastha and B. Purkayastha, CEC2007, IEEE Congress on Evolutionary Computation, Swissotel The Stamford, Singapore, Sept. 2007.

1. “PSO Embedded Evolutionary Programming Technique for non-convex Economic Load Dispatch”, N. Sinha and B. Purkayastha, IEEE PES Power System Conference and Exposition 2004, New York, USA, pp. 10-13, Oct. 2004.

    18. Saroj Kr. Biswas, Manomita Chakraborty, Biswajit Purakayastha: Rule Extraction from Neural Network using Classified and Misclassified Data:           International Journal on Artificial Intelligence Tools, World Scientific, Accepted with revision (SCI journal)

    17. Saroj Kr. Biswas, Manomita Chakraborty, Biswajit Purakayastha: A Rule generation technique from Neural Network using Classified and

          Misclassified Data: International Journal of Bio-Inspired Computation, Inderscience, Accepted with minor revision (SCI journal

   16. Debashree Devi, Saroj Kr. Biswas, Biswajit Purakayastha: REDUNDANCY-DRIVEN MODIFIED TOMEK LINK BASED UNDERSAMPLING: A

         SOLUTION TO CLASS IMBALANCE, Pattern Recognition Letters, Elsevier Accept with major revision (SCI journal)

   15. Saroj Kr. Biswas, Monali Bordoloi, Biswajit Purakayastha: Review on Feature Selection and Classification using Neuro-Fuzzy Approaches,

         International Journal of Applied Evolutionary Computation, IGI Global, Accepted

   14. Saroj Kr. Biswas, Heisnam Rohen Singh, Biswajit Purakayastha: A Neuro-fuzzy Classification Technique using Dynamic Clustering,

         Engineering  Applications of artificial Intelligence, Elsevier Major Revision (SCI journal)

  13. Heisnam Rohen Singh, Saroj Kr. Biswas, Biswajit Purakayastha: A Neuro-fuzzy Classification Technique using Dynamic Clustering and GSS Rule

        Generation, Journal of Computational and Applied Mathematics, Elsevier, Accepted (SCI journal)

  12. Saroj Kr Biswas, Monali Bordoloi, Heisnam Rohen Singh, Biswajit Purkayastha: A Neuro-fuzzy Rule-based Classifier Using Important Features

        and Top Linguistic Features, International Journal of Intelligent Information Technologies (IJIIT), vol. 12, issue 3 IGI Global(SCOPUS,

  11. Saroj Kr Biswas, Nidul Sinha, Biswajit Purakayastha, Leniency Marbaniang: Weather Prediction by Integrating Recurrent Neural Network

       Dynamics into Case Based Reasoning, International Journal of Knowledge Based Computer Systems, PublishingIndia.com,  Accepted, 2015, In

       press.

 10. Saroj Kr. Biswas, Manomita Chakraborty, Heisnam Rohen Singh, Debashree Devi, Biswajit Purkayastha, Akhil Kr. Das, Hybrid Case Based

       Reasoning System by Cost Sensitive Neural Network for Classification, Soft computing, Springer, Accepted (SCI journal)

  9. Saroj Kr Biswas, Nidul Sinha, Biswajit Purakayastha, Recent trends in CBR, challenges and future directions: a critical review” International

      Journal of Knowledge Based Computer Systems, PublishingIndia.com, Accepted, 2015, In press.

 8. Saroj Kr Biswas, Barnana Baruah, Nidul Sinha and Biswajit Purkayastha, A Hybrid CBR Classification Model by Integrating ANN into CBR,

      International Journal of Services Technology and Management, Inderscience, 2015, Vol. 21, Nos. 4/5/6, pp. 272-293. (SCOPUS, ESCI(web of

 7. Saroj Kr. Biswas, Barnana Baruah, Biswajit Purkayastha, Manomita Chakraborty, An ANN Based Classification Algorithm for Swine Flu Diagnosis ,

     International Journal of Knowledge Based Computer Systems, PublishingIndia.com, 2015, vol. 3, issue 1, pp. 1-12.

 6. Saroj Kr Biswas, Leniency Marbaniang , Biswajit Purkayastha, Manomita Chakraborty, Heisnam Rohen Singh, Monali Bordoloi, Rainfall

     Forecasting by Relevant Attributes Using Artificial Neural Networks – A Comparative Study, International Journal of Big Data Intelligence,

     Inderscience, 2015 vol.3 no. 2, pp. 111-121.

 5. Saroj Kr Biswas, Nidul Sinha, Biswajit Purakayastha, Leniency Marbaniang, Hybrid expert system using case based reasoning and neural network

    for classification, Biologically Inspired Cognitive Architectures, Elsevier, 2014, vol. 9, pp. 57– 70. (SCI journal)

 4. Saroj K. Biswas; Nidul Sinha; Biswajit Purkayastha, A review on fundamentals of case-based reasoning and its recent application in different

    domains, International Journal of Advanced Intelligence Paradigms, Inderscience, 2014, vol. 6, no.3, pp. 235-254. (SCOPUS journal)

 3. Saroj Kr Biswas, Nidul Sinha, Biswajit Purakayastha, Leniency Marbaniang, Weather Prediction by Recurrent Neural Network Dynamics,

    International Journal of Intelligent Engineering Informatics, Inderscience, 2014, Vol. 2, Nos. 2/3, pp. 166-180.

2. Saroj K. Biswas, Nidul Sinha, Barnana Baruah, Biswajit Purkayastha, Intelligent Decision Support System of Swine Flu Prediction using Novel Case

    Classification Algorithm, Int. J. Knowledge Engineering and Data Mining, Inderscience, 2014, Vol. 3, No. 1, pp. 1-19.

1. Saroj Kr. Biswas, Akhil Kr. Das, Dr. Biswajit Purkayastha, Dibyendu Barman, Techniques for Efficient Case Retrieval and Rainfall Prediction Using       CBR and Fuzzy Logic, International Journal of Electronics Communication and Computer Engineering, vol. 4, issue 3, pp.692-698, 2013.