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Latest Publications


  • 1 Somnath Pal, Saptarshi Ghosh, Himika Biswas, Mitesh Patwari, Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction, 34(4), 1710-1722, IEEE Transactions on Knowledge and Data Engineering (Impact Factor: 9.235), 2022
  • 2 Rohit Paul, Somnath Pal, VarDenGrid: A New Variable-Density Clustering Algorithm with Grid- Based Initialization, 18th IEEE India Council Annual International Conference, IIT, Guwahati (IEEE XPlore), 2021
  • 3 Sankho Subhra Pal, Somnath Pal, Black Hole and k-Means Hybrid Clustering Algorithm, 403-413, Computational Intelligence in Data Mining, Springer Singapore (CIDM-2018), Springer Singap, 2020
  • 4 Sankho Subhra Pal , Rupkatha Hira , Somnath Pal, Comparison of Four Nature Inspired Clustering Algorithms: PSO, GSA, BH and IWD Springer Singapore, 2020 Type: Conference, 669-674, Computational Intelligence in Pattern Recognition (CIPR-2019), Springer Singapore, 2020
  • 5 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
  • 6 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
  • 7 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
  • 8 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
  • 9 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
  • 10 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
  • View More

    Publications


  • 1 Somnath Pal, Saptarshi Ghosh, Himika Biswas, Mitesh Patwari, Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction, 34(4), 1710-1722, IEEE Transactions on Knowledge and Data Engineering (Impact Factor: 9.235), 2022
  • 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 Rohit Paul, Somnath Pal, VarDenGrid: A New Variable-Density Clustering Algorithm with Grid- Based Initialization, 18th IEEE India Council Annual International Conference, IIT, Guwahati (IEEE XPlore), 2021
  • 2 Sankho Subhra Pal, Somnath Pal, Black Hole and k-Means Hybrid Clustering Algorithm, 403-413, Computational Intelligence in Data Mining, Springer Singapore (CIDM-2018), Springer Singap, 2020
  • 3 Sankho Subhra Pal , Rupkatha Hira , Somnath Pal, Comparison of Four Nature Inspired Clustering Algorithms: PSO, GSA, BH and IWD Springer Singapore, 2020 Type: Conference, 669-674, Computational Intelligence in Pattern Recognition (CIPR-2019), 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 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
  • 8 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
  • 9 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
  • 10 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
  • 11 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
  • 12 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
  • 13 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
  • 14 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
  • 15 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
  • 16 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
  • 17 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
  • 18 Kumar Shankar Roy, Amitabha Sinha, Somnath Pal, Heuristic Search with Pruning on A Hierarchical Multiprocessor Machine, ISELDECS-87, IIT Kharagpur, India., 1987
  • 19 Kumar Shankar Roy, Somnath Pal, Amitabha Sinha, Recursive Least Square Technique and Parallel Implementation Approach for Image Restoration, IEEE Regional Conference, Seoul, Korea., 1987
  • 20 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
  • 21 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