"Recent Challenges and Issues in Data Mining", Int. Conf. on Computational Intelligence in Data Mining (ICCDIM-2015), 05-06 December, 2015, Bhubaneswar, India.
"Data Clustering in Single and Multi-objective Framework", International Conference on Soft Computing: Theories and Application (SOcTA-2016), 28-30 December, 2016, Jaipur, India
"Data Mining: Concepts, Recent Tread and Challenges", Int. Conf. on Research in Computational Intelligence and Communication Network (ICRCICN-2017), Nov. 3-5, 2017, Kolkata, India.
"Computational Intelligence for Data Science: Simple to Big Data", Int. Conf. on Computational Intelligence (ICCI2018), Dec. 10-11, 2018, BIT Measra, Ranchi, India.
"Data Science and Machine Learning: Recent Issues and Challenges", 2nd Int. conf. on Computational and Communication Paradigm, Feb. 25-28, 2019, Sikkim, India.
"Machine Learning for Knowledge Discovery", 18th International Conference on Information Technology , December 19-21, 2019, Bhubaneswar, India.
“Genetic Algorithms: Features, Trends and Applications”, Conference on Information Technology, Gopalpur-on-sea, India, 2001.
“Soft Computing”, Conference on Information Technology, Bhubaneswar, India, 2002.
“Unsupervised Pattern Classification”, Department of Electrical Engineering, Indian Institute of Technology (IIT), Kanpur, July 15, 2003.
“Evolutionary Computation and its application to Pattern Recognition”, University of Kerala, Trivandrum, India, October 10, 2003.
"Evolutionary Approach to Data Mining”, Thiagrajar College of Engineering, Madurai, India, December 24, 2004.
“Introduction to Evolutionary Computation and Its Applications”, Short term course on Computational Intelligence, National Institute of Technology, Durgapur, India, May 2005.
"Issues and Challenges in Computational Intelligence”, Invited Lecture in the Valedictory Session of the Short term course on Computational Intelligence, National Institute of Technology, Durgapur, India, May 2005.
“Distributed Clustering”, Invited speaker in the National Conference National Conference on Cyber Security, Data Mining and ICT for Society, Guru Ghasidas University, Bilaspur, Chhatisgarh, January 18-19, 2006.
“Artificial Intelligence: An Introduction to Expert Systems”, Invited speaker at the National Seminar on Expert and Embedded Systems, JIS College of Engineering, Kalyani, March 12, 2006.
“Computational Intelligence in Bioinformatics”, December 22, National Law University, Jodhpur, Rajasthan, India, December, 2006.
“Challenges in Data Mining”, Invited Speaker at the Workshop on Current Trends in Computing and Bioinformatics, CSJM University, Kanpur, India, February 24, 2007.
“Recent trends in Data Mining and Computational Biology”, National Conference on Current Trends in Information Technology, Krupajal Engineering College, Bhubaneswar, India, May 17, 2007.
“Optimization Algorithms and their application in Engineering Sciences”, invited speaker at the Workshop on Emerging Areas in Advanced Computing, Sikkim Manipal Institute of Technology, India, June, 2007.
“Data Mining : Methods and Applications”, Workshop on Soft Computing Techniques in Engineering Application, Netaji Subhash Engineering College, Kolkata, March 13, 2008.
“Applications of Genetic Algorithms”, St. Thomas College of Engineering, Kolkata, March 19, 2008.
“Design of Database Systems”, National Institute of Pharmaceutical Education and Research (NIPER), Mohali, India, July 7, 2008.
“Evolutionary Computation for Microarray Data Analysis”, MHRD/AICTE Summer School on Bioinformatics, NIT Durgapur, July 11, 2008.
“Clustering for the Analysis for Gene Microarray Data”, International Conference on Open Source Drug Design, Chandigarh, India, March 24, 2009.
“Clustering in MANETs”, National Seminar on Research Challenges in Mobile Ad-Hoc Networks RCIMAN 09, Vel Tech Engineering College, Chennai, April 18, 2009.
“Multiobjective Clustering and Application to Bioinformatics”, Workshop on Data Mining Techniques in Bioinformatics, NIT Rourkela, December 5, 2009.
“Clustering: Issues and Applications”, National Workshop On Emerging Areas in Mathematics with Applications to Science & Engineering (EAMASE 09), December 21, 2009.
“Theories and Application of Metahuristic Optimization”, Workshop on Optimization Techniques, NIT Durgapur, November 9, 2010.
"Soft Computing and Pattern Recognition for Data Mining", Tutorial Speaker, The National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), LNM Institute of Information Technology (LNMIIT), Jaipur in January, 2010.
"Recent Advances and Challenges in Comptational Intelligence Techniques", IEEE CIS winter School on "Advances in Computational Intelligence: Algorithms and Application", Bhubaneswar, India, 26-27 Dec., 2011.
"Single and Multiobjective Clustering: Challenges and Issues" , IEEE CIS Seminar on "Computational Intelligence in Information System, Imaging and Security" Kolkata, India, 3rd August, 2012.
"Unsupervised Pattern Classification using Multiobjective Algorithm and Machine Learning Technique", Int. Conf. on Computational Intelligence and Communication Networks, Kolkata, India, Nov.15, 2014.
"Multiobjective Optimization: Theories and Application", 1st Int. Conf. on Frontiers in Optimization: Theories and Application, Kolkata, India, Nov. 25, 2016.
"Recent Advances and Trends in Machine Learning: Theory & Application", AICTE Sponsored Short Term Training Programme (STTP) Series, Asansol Engineering College, 7th to 12th December, 2020.
“Introduction to Data Science”, Organized by Dept. of CSE and UGC MHRD, Jadavpur University, Kolkata, Feb, 22, 2021.
"Multi-Objective Algorithms for Clustering and Drug Design", Health Informatics Summit 2021, Delhi, India, 19th Oct., 2021.
"Artificial Intelligence for Healthcare", IEEE CIS Distinguished Lecture, Nov. 27, 2024, RMIT University, Melbourne, Australia.
"Artificial Intelligence for Healthcare ", IEEE CIS Distinguished Lecture, Sept. 22, 2024, IEEE WIE Egypt Section, Cairo, Egypt,
"Current Trends and Future Possibilities in Artificial Intelligence and Data Sciences", 15th International Conference on Information Technology and Electrical Engineering, Chiang Mai, Thailand, Oct. 26-27, 2023.
"Artificial Intelligence and Data Science: Issues, Trends and Challenges", International Workshop on Intelligent Systems and Computational Intelligence (IWISCI2023), February 26-28, 2023, Changsha, China
" Artificial Intelligence and Data Science: Current Trends and Future Challenges", IEEE Distinguished Lecture, University of New South Wales, Canberra, Australia, 5th June 2023.
"AI and Data Science: Path Traversed and Ahead", 21st International Conference on Artificial Intelligence and Soft Computing, Zakopane, Poland, June 19-23, 2022.
"Artificial Intelligence and Data Science: Current Trends and Future Challenges", ACM Distinguish Lecture, Univ. of Lodz, Poland, 15th June, 2022.
"Unsupervised Pattern Classification in Single and Multi-objective Framework", ACM Distinguish Lecture, Univ. of Lodz, Poland, 14th June, 2022.
"Machine Learning and Data Science: Current Trend, Issue and Challenges" Int Conference on Innovations in Science, Engineering and Technology 2022 (ICISET-2022), Feb. 22-25, 2022, Chittagong, Bangladesh
"Data Mining in Multi-objective Framework", 27th International Electrotechnical and Computer Science Conference, (ERK 2018), Portoroz, Slovenia, September 18, 2018.
"Unsupervised Pattern Classification in Single and Multi-objective Framework", 18th International Conference on Artificial Intelligence and Soft Computing, Zakopane, Poland, June 17, 2019.
"Computational Intelligence for Bioinformatics", ACM UR Speaker Series - at University of Richmond ACM Student Chapter, USA, 31st Oct., 2021.
"Data Science and Artificial Intelligence: Recent Issues and Challenges", 2022 International Conference on Innovations in Science, Engineering and Technology, Chittagong, Bangladesh, Feb. 27, 2022.
"Unsupervised Pattern Classification in Single and Multi-objective Framework", ACM Distinguish Lecture, Lodz University of Technology, 14th June, 2022.
"Artificial Intelligence and Data Science: Current Trends and Future Challenges", ACM Distinguish Lecture, Lodz University of Technology, 15th June, 2022.
"Machine Learning for Healthcare", Technical University of Warsaw, Poland, 24th June, 2022.
"AI and Data Science: Road Traversed and Ahead", 21st International Conference on Artificial Intelligence and Soft Computing ICAISC 2022, Zakopane, Poland in June 19-23, 2022.
“Issues and Challenges in Parallel and Distributed Systems”, University of Nice, France, 1994.
“Fault Tolerant Distributed Systems”, University of Nice, France, 1996.
“Genetic Algorithms and Its application”, Department of Computer Science and Engineering, University of Texas, Arlington, USA, 2001.
“Clustering in Peer-to-Peer Networks”, AiS, Fraunhofer Institute, Germany, September 2005.
“Evolutionary Clustering”, CIMPA IMAMIS MALAYSIA School, University Kebangsaan Malaysia, Kuala Lumpur, Malaysia, June 2006.
Tutorial on “Soft Computing for Data Mining”, Third International Conference on Artificial Intelligence in Engineering and Technology, November 22, Sabah, Malaysia, 2006.
Tutorial on “Soft Computing for Bioinformatics”, Third International Conference on Artificial Intelligence in Engineering and Technology, November 22, Sabah, Malaysia, 2006.
“Classification and Clustering in Data Mining”, Al Ghurair University, May 17, Dubai, 2008.
“Basic Molecular Biology: A Genetics Perspective”, CATTID Research Center, organized by the Dept. of Computer Science, University of Rome, Italy, May 22, 2008.
“Clustering and Biclustering of Microarray Data”, CATTID Research Center, organized by the Dept. of Computer Science, University of Rome, Italy, May 22, 2008.
“Clustering and Segmentation in Images”, CATTID Research Center, organized by the Dept. of Physics, University of Rome, Italy, May 27, 2008.
“Single Genetic Algorithms: Some Applications in Data Mining”, Department of Statistics, University of Rome, Italy, May 28, 2008.
“Genetic Clustering and Biclustering: Applications to Microarray Data”, Dept. of Mathematics and Computer Science, University of Palermo, Italy, June 13, 2008.
“Evolutionary Clustering and Biclustering: Applications to Microarray Data”, Dept. of Computer Science, University of Pisa, Italy, June 16, 2008.
“Single and Multiobjective Clustering”, Department of Sociology and Communications, University of Rome, Italy, June 17, 2008.
“Multiobjective Clustering for Gene Expression Data Analysis”, University of Warsaw, Poland, November 10, 2009.
“Recent Issues and Challenges in Data Mining”, University of Rome, Italy, June 2, 2010.
“Multiobjective Optimizations:Application and Theories”, University of Boaurdux, France, June 8, 2010.
“Protein-Protein Interactions: A case study in HIV-Human”, University of Nice Sofia Antipolis, France, May 9, 2011.
“Multiobjective Fuzzy Clustering ”, Autonomous University of Barcelona, Barcelona, Spain, May 19, 2011.
"Multiobjective Approach to Fuzzy Clustering", University of Evora, Portugal, May 29, 2012.
"Multiobjective Optimization and Data Mining: Recent Issues and Challenges", University of Grenoble, Grenoble, INP, France, June 14, 2013.
"Evolutionary Multiobjective Fuzzy Clustering", ICM, University of Warsaw, Poland, August 12, 2013.
"Multiobjective Clustering with SVM based Ensembling for Analysis of Gene Expression Data", University of Padova, Italy, July 16, 2014
"A Machine Learning Approach for Combining Pareto Optimal Clustering Solutions", INRA, Montpellier, France, September 12, 2014.
"Supervised and Unsupervised Learning using Multiobjective Optimization ", Grenoble INP, France, September 18, 2014.
"Combining Pareto Optimal Solutions in Multiobjective Clustering", Cornivus University, Budapest, Hungary, July 7, 2015
"Multiobjective and Many Objective Optimization: Issues and Application", University of Ljublijana, Slovenia, October, 6, 2015.
"Single and Multiobjectice Clustering: Application to Image and Gene Micro Array Classification", Univ. of Padova, Italy, May 18, 2016.
"Multiobjective Clustering with SVM Based Ensembling for Analysis of Gene Expression Data", Department of Computer Science, Czech Technical University, Prague, Czech Republic, June 16, 2016
"Internationalization of University Education for Indian Universities", Middle East Technological University (METU), Ankara, Turkey, May 4, 2017.
"Machine Learning Approaches to Clustering", Faculty of Computer and Informatics Engineering, Istanbul Technical University, July 21, 2017.
"Single and Multiobjective Fuzzy Clustering", Informatics Department, Istanbul University, July 21, 2017.
"Advances in Pattern Recognition and Machine Learning", Department of Computer Engineering, METU, Ankara, Turkey, July 24, 2017.
"Mining Biological Data", International Center for Theoretical Physics (ICTP), Italy, September 24, 2018
"Machine Learning for Bioinformatics", Centre of New Technologies (CeNT), University of Warsaw, Warsaw, Poland, June 14, 2019.
"Supervised and Unsupervised Pattern Classification", Institute of Computer Science, University of Wroclaw, Wroclaw, Poland, June 26, 2019.
"Artificial Intelligence: Road Traversed and Future Challenges", Texas A&M University at Qatar, 15th February, 2023.
"ML and Data Science: Challengen and Future ", Informatique pour la Complexité et les Systèmes CentraleSupélec, Université Paris-Saclay Bâtiment Bouygues, France, 9th June, 2024.