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Somnath Pal

Academic Qualifications


M. E. in Electrical Engineering from Bengal Engineering College, Shibpur.

B. E. in Electrical Engineering from Bengal Engineering College, Shibpur. 

Research Statement


1) Clustering.

2) Classification.

3) Chemical Reaction Prediction.

4) Nature-Inspired Algorithms.

Latest Publications


  • 1 Somnath Pal, Saptarshi Ghosh, Himika Biswas, Mitesh Patwari, Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction, Early Access Article (IEEE Xplore), 1-13, IEEE Transactions on Knowledge and Data Engineering, 2020
  • 2 Sankho Subhra Pal , Rupkatha Hira , Somnath Pal, Comparison of Four Nature Inspired Clustering Algorithms: PSO, GSA, BH and IWD, pp 669-674, Computational Intelligence in Pattern Recognition, , Springer Singapore, 2020
  • 3 Sankho Subhra Pal , Somnath Pal, Black Hole and k-Means Hybrid Clustering Algorithm, pp 403-413, Computational Intelligence in Data Mining, Springer Singapore, 2020
  • 4 Shreya Ghosh, Ankita Samaddar, Trishita Goswami, Somnath Pal, Chemical Graph Mining for Classification of Chemical Reactions, Computational Intelligence, Communications, and Business Analytics. CICBA 2017. Kolkata , Springer Nature, Singapore, 2017
  • 5 Shreya Banerjee, Ankit Chowdhri, Somnath Pal, Empirical Evaluation of K-Means, Bisecting K- Means, Fuzzy C-Means and Genetic K-Means Clustering Algorithms, pp. 168-172 (IEEE Xplore), IEEE WIE International Conference on Electrical and Computer Engineering (WIECON 2015), BUET, Dhaka, Bangladesh, 2015
  • 6 Ankita Samaddar, Trishita Goswami, Shreya Ghosh, Somnath Pal, An Algorithm to Input and Store Wider Classes of Chemical Reactions for Mining Chemical Graphs, pp. 1082-1086 (IEEE Xplore), IEEE International Advance Computing Conference (IACC), Bengaluru (India), 2015
  • 7 Shyantani Maiti, Sanjay Ram, Somnath Pal, Extension of Ugi’s Scheme for Model-Driven Classification of Chemical Reactions, vol. 4(1), pages 26-51, International Journal of Chemoinformatics and Chemical Engineering, 2015
  • 8 Sourav Mandal, Somnath Pal, A Three-Pass Algorithm for Generation of BE-Matrices from IUPAC Names, vol. 3(2), pages 45-63, International Journal of Chemoinformatics and Chemical Engineering, 2013
  • 9 Sanjay Ram, Somnath Pal, An Efficient Algorithm for Automating Classification into Classes in Ugi’s Reaction Scheme, vol. 2(2), pages 1-14, International Journal of Chemoinformatics and Chemical Engineering, 2012
  • 10 Chinmay Maity, Somnath Pal, Efficient Multi-method Rule Learning for Pattern Classification Machine Learning and Data Mining, pp. 324–331, PReMI 2007, LNCS 4815, Springer-Verlag Berlin Heidelberg,, 2007
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    Publications


  • 1 Somnath Pal, Saptarshi Ghosh, Himika Biswas, Mitesh Patwari, Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction, Early Access Article (IEEE Xplore), 1-13, IEEE Transactions on Knowledge and Data Engineering, 2020
  • 2 Shyantani Maiti, Sanjay Ram, Somnath Pal, Extension of Ugi’s Scheme for Model-Driven Classification of Chemical Reactions, vol. 4(1), pages 26-51, International Journal of Chemoinformatics and Chemical Engineering, 2015
  • 3 Sourav Mandal, Somnath Pal, A Three-Pass Algorithm for Generation of BE-Matrices from IUPAC Names, vol. 3(2), pages 45-63, International Journal of Chemoinformatics and Chemical Engineering, 2013
  • 4 Sanjay Ram, Somnath Pal, An Efficient Algorithm for Automating Classification into Classes in Ugi’s Reaction Scheme, vol. 2(2), pages 1-14, International Journal of Chemoinformatics and Chemical Engineering, 2012
  • 5 Somnath Pal, Chinmoy Maiti, Krishanu Debnath, Ananda Mohan Ghosh, SPID3: Discretization using Pseudo Deletion, vol. 87, pages 25-31, Institution of Engineers (India) Journal of Computer Engineering, 2006
  • 6 Somnath Pal, Sarit Kumar Nandy, Avishek Mukherjee, Nilanjan Das, Ananda Mohan Ghosh, CMDTL1: Combining Multiple Classifiers into a Cost-Sensitive Decision Tree, vol. 85, pages 55-61, Institution of Engineers (India) Journal of Computer Engineering vol. 85, 55-61., 2004
  • 7 Somnath Pal, Surya Prateek Saha, A. Subramanian, Netai Sundar Das, Ananda Mohan Ghosh, PDT: An Efficient Algorithm for Decision Tree from PRISM Rules, vol. 79, pages 18-37, Institution of Engineers (India) Journal of Computer Engineering, 1998
  • 8 Somnath Pal, Tapas Patra, Ananda Mohan Ghosh, IDTL: An algorithm for Incremental Learning in Existing Decision Tree, vol. 34, pages 21-30, Journal of Technology, 1997
  • 9 Somnath Pal, Tapas Patra, Ananda Mohan Ghosh, Inductive Learning with Decision Tree: A Review and a General Incremental Extension, vol. 75, pages 8-13, Institution of Engineers (India) Journal of Computer Engineering, 1994
  • 10 Somnath Pal, A. N. V. L. Surya Prakash, Somnath Sengupta, Ananda Mohan Ghosh, • AI: DB Integration: A Case Study on Corporate Information, Portfolio Database and Share Investment Expert System, 72, 27-31, Institution of Engineers (India) Journal of Computer Engineering, 1992
  • 1 Sankho Subhra Pal , Rupkatha Hira , Somnath Pal, Comparison of Four Nature Inspired Clustering Algorithms: PSO, GSA, BH and IWD, pp 669-674, Computational Intelligence in Pattern Recognition, , Springer Singapore, 2020
  • 2 Sankho Subhra Pal , Somnath Pal, Black Hole and k-Means Hybrid Clustering Algorithm, pp 403-413, Computational Intelligence in Data Mining, Springer Singapore, 2020
  • 3 Shreya Ghosh, Ankita Samaddar, Trishita Goswami, Somnath Pal, Chemical Graph Mining for Classification of Chemical Reactions, Computational Intelligence, Communications, and Business Analytics. CICBA 2017. Kolkata , Springer Nature, Singapore, 2017
  • 4 Shreya Banerjee, Ankit Chowdhri, Somnath Pal, Empirical Evaluation of K-Means, Bisecting K- Means, Fuzzy C-Means and Genetic K-Means Clustering Algorithms, pp. 168-172 (IEEE Xplore), IEEE WIE International Conference on Electrical and Computer Engineering (WIECON 2015), BUET, Dhaka, Bangladesh, 2015
  • 5 Ankita Samaddar, Trishita Goswami, Shreya Ghosh, Somnath Pal, An Algorithm to Input and Store Wider Classes of Chemical Reactions for Mining Chemical Graphs, pp. 1082-1086 (IEEE Xplore), IEEE International Advance Computing Conference (IACC), Bengaluru (India), 2015
  • 6 Chinmay Maity, Somnath Pal, Efficient Multi-method Rule Learning for Pattern Classification Machine Learning and Data Mining, pp. 324–331, PReMI 2007, LNCS 4815, Springer-Verlag Berlin Heidelberg,, 2007
  • 7 Somnath Pal, Himika Biswas, SPID4.7: Discretization Using Successive Pseudo Deletion at Maximum Information Gain Boundary Points, pp. 546-550, SIAM International Conference on Data Mining (SDM 2005), Los Angeles, USA, 2005
  • 8 Somnath Pal, Himika Biswas, Debasis Chakraborty, Ananda Mohan Ghosh, SPID4.5: A Selective Pseudo Iterative Deletion Discretization Algorithm for Machine Learning, Uncertain Reasoning & Pattern Recognition, 6th International Conference on Cognitive Systems, ICCS 2004, December 14-15, New Delhi, 2004
  • 9 Somnath Pal, Krishanu Debnath, Chinmoy Maiti, Ananda Mohan Ghosh, Discretization Using PseudoDeletion, 11-th International Conference on Advanced Computing (ADCOM 2003), PSG College of Technology, Coimbatore India, 2003
  • 10 Somnath Pal, Chinmay Maity, Arindam Guha Majumder, Ananda Mohan Ghosh, Multi-method Combination For Learning Search-Efficient and Accurate Decision Tree, pp. 141-147, 5-th International Conference on Advances in Pattern Recognition, ISI, Kolkata (India)., 2003
  • 11 Somnath Pal, Tridib Kumar Saha, Goutam Kumar Paul, Chinmay Maity, Ananda Mohan Ghosh, Multi-method Decision Tree Learning for Data Mining, pp. 238-242, 28-th IEEE-ACE, Science City, Kolkata(India)., 2002
  • 12 Somnath Pal, Jagannath Parida, Sipra Das (Bit), Ananda Mohan Ghosh, A Machine Learning Approach for Database Knowledge Representation and Primary Key Determination, pp. 656-654, 5th International Conference on Cognitive Systems, ICCS 1998, New Delhi, 1998
  • 13 Somnath Pal, Satyajit Mishra, Ananda Mohan Ghosh, Multi-Method Approach for Decision Tree Learning from Inductively Learned Production Rules, pp. 105-111, Conference on Advances in Computing, cADCOM ’98, Calicut, 1998
  • 14 Somnath Pal, Jagannath Parida, Sipra Das (Bit), Ananda Mohan Ghosh, Towards Database Knowledge Representation – An Information Theoretic Approach, National Conference on Advanced Databases and Applications, NCADA ’98, October 30-31, Chennai,, 1998
  • 15 Somnath Pal, Satyajit Mishra, Surya Pratik Saha, Ananda Mohan Ghosh, Search-Efficient Decision Tree Learning Using Prism and AQ Algorithms, 43-53, International Conference on Cognitive Systems, ICCS ’97, New Delhi, 1997
  • 16 Amitabha Sinha, Subir Pal, Somnath Pal, Sekhar Ranjan Bhadra Chowdhuri, An approach Towards Micro-Level Parallelism in a Micro-Programmed CPU, International Symposium on Electronic Devices, Circuits and Systems, ISELDECS-87, Kharagpur, India., 1987
  • 17 Kumar Shankar Roy, Amitabha Sinha, Somnath Pal, Heuristic Search with Pruning on A Hierarchical Multiprocessor Machine, ISELDECS-87, IIT Kharagpur, India., 1987
  • 18 Kumar Shankar Roy, Somnath Pal, Amitabha Sinha, Recursive Least Square Technique and Parallel Implementation Approach for Image Restoration, IEEE Regional Conference, Seoul, Korea., 1987
  • 19 Amitabha Sinha, Somnath Pal, An Interconnection Network for a Prismatic Multiprocessor System for a Class of A. I. State Space Searching Algorithms, Annual Conference of Computer Society of India, CSI-87, 1987
  • 20 Somnath Pal, Amitabha Sinha, A Prismatic Multiprocessor Architecture for a Class of A. I. Searching Algorithms, International Conference on Systems and Signals on Platinum Jubilee Celebrations of Indian Institute of Science, Bangalore, India, 1986
  • 1 Sanjay Ram, Somnath Pal, An Efficient Algorithm for Automating Classification into Classes in Ugi’s Reaction Scheme, Methodologies and Applications for Chemoinformatics and Chemical Engineering, IGI PublishersBook Chapter of Chapter 18, , 2013
  • Patents


    # Patents Year

    Created: 23 November 2019