Talk and Presentation

Upcoming Talk

Invited Talk  

• Recommender System: Real world applications of ML machine learning , Faculty Development Program on Machine Learning and Its Application using  Python,  July 3-7, 2023,  Baderia Global Institute of Engineering & Management, Jabalpur, MP, India.

• Introduction to Recommender System and Its Recent Trends: Tutorial Talk @ IEEE-GCON 2023, June 23, 2023, IIT Guwahati.  

• Decision Tree Induction and Bayes Classifiers, AICTE ATAL FDP: Data Science and Visualization using Python, Indian Institute of Information Technology Sri City, Chittoor, December 23, 2022 (Online)

• Clustering and Similarity Measures, AICTE ATAL FDP: Data Science and Visualization using Python, Indian Institute of Information Technology Sri City, Chittoor, December 23, 2022 (Online)

• Recent Trends in Recommender System, Haldia Institute of Technology, Haldia, West Bengal, India, November  18-20, 2020.

• Recent Trends in Recommender System,  Online One Week STTP on Machine Learning,  Manav Rachna International Institute of Research & Studies,  Faridabad , Haryana, October 14 (11:30 am-1:00PM), 2020.  

• Application of Machine Learning in Recommender System, Department of  ECE, NIT Rourkela, October 6, 2020 (4pm).

• Session Based Recommender System, Maulana Abul Kalam Azad University of Technology, October 12-13, 2020.

• Introduction to Recommender System,  ICMC 2020, Sikkim, September 23, 2020. (Virtual Mode )

• Supervised and Unsupervised Learning, e-FDP, Pandit Deendayal Petroleum University, Gandhi Nagar, Gujrat, September 22, 2020.

• Recommender Systems in Location Based Social Network, Invited Talk, e-FDP on M​achine Learning Tech​nologies for Social ​Media Analytics,  IIT Guwahati, Guwahati, August 21, 2020. 

• Learning Analytics and Personalized Learnning, Webinar on Online Teaching: Doors to Future, Katwa College,  August 19, 2020.

• Concept to Code: Neural Networks for Sequence Learning, Tutorial Talk,  The 41st European Conference on Information Retrieval (ECIR 2019) April 14, 2019, Cologne, Germany. 

• Recommender System,  Refresher Course on Information Technology, Utkal University, Bhubaneswar, Odisha, September 17, 2017.  

• Advanced Classification Techniques, National Workshop on Motion Understanding for Medical Application-2017, NIT Rourkela, August 25, 2017. 

• Collaborative Filtering and Its Recent Development, Vidyasagar University, West Bengal, March 31, 2017.

• Online Recommender System, Short Term Course on Data Mining and Its Applications,  Indian Institute of Technology  (ISM) Dhanbad, Dhanbad, Jharkhand, February 28, 2017. 

• Recommender System: Issues and Challenges, Faculty Development Programme, College of Engineering and Management, Kolaghat, West Bengal,  July 16, 2016.  

• Diversity Issues in Recommendations, 1st Meetup on Data Science , National Institute of Technology Rourkela, Rourkela, India, October 9, 2015.

• Recent Trends in Recommender  System, Haldia Institute of Technology, West Bengal, India, July 13, 2015.                              

• Introduction to Recommender System,  OP Jindal University,  Raigarh, Chhattisgarh, India, April 18, 2015.                                               

• Effective data summarization for hierarchical clustering in large datasets, University of Valencia, Valencia, Spain, November 24, 2013  (ERCIM Research Exchange Programme).                                                                                                                                                             

• Cluster and Outlier Detection in Large Datasets, Swedish Institute of Computer Science (SICS), Kista, Sweden, October 24, 2013  (ERCIM Research Exchange Programme).       

• Mining Arbitrary Shaped Clusters in Large Dataset, VTT Technical Research Centre of Finland, Finland, May 8, 2013.    

• Application of Clustering Techniques to Image Processing,  2nd Winter School on Digital Image Processing (WiSDIP-2012), NIT Rourkela, December 14, 2012                                                                                                                            

• Introduction to Clustering Methods, Vidyasagar University, West Bengal, March, 2012.

Presentation       

• • Attention Analysis in Flipped Classroom using 1 D Multi-Point Local Ternary Patterns , The 21st IEEE International Conference on Advanced Learning Technologies (ICALT 2021),  July 12-15, 2021 (Online). [Discussion Paper]

  • Revisiting Tendency based Collaborative Filtering for Personalized Recommendations,   The ACM India Joint International Conference on Data Science & Management of Data CoDS-COMAD 2018 | 5th ACM IKDD CoDS and 23rd COMAD

  • An Effective POI Recommendation in various Cold-start Scenarios, The 22nd International Conference on Management of Data (COMAD), IIT Madras, India, March, 2017.                                                                                                                                                                                                                 

  • A knowledge reuse framework for improving novelty and diversity in recommendations, The Second ACM IKDD Conference on Data Sciences, Bangalore, India, March, 2015.  

  • Exploiting Bhattacharyya similarity measure to diminish user cold-start problem in sparse data. 17th International Conference on Discovery Science DS-2014, October 8-10, 2014, University of Ljubljana, Ljubljana, Slovenia .                                                             

  • Neighborhood Based Clustering Method for Arbitrary Shaped Clusters,  19th International Symposium on Methodologies for Intelligent Systems (ISMIS 2011),  Warsaw University of Technology, Warsaw, Poland, June 28-30, 2011.                                                 

  • Distance based fast hierarchical clustering method for large datasets, The Seventh International Conference on Rough Sets and Current Trends in Computing (RSCTC 2010), June 28-30, University of Warsaw, Warsaw, Poland.                                                      

  • A Fast Single-link Clustering Method based on a Tolerance Rough Set Model,  Twelfth International Conference on Rough Sets, Fuzzy Sets, Data Mining & Granular Computing (RSFDGrC 2009),  IIT Delhi, India, December 16-18, 2009.                                                    

  • A Distance based Clustering Method for Arbitrary Shaped Custers in Large Datasets, Seventh Annual Inter Research Institute Student Seminar in Computer Science ( IRISS 2009 ) , June 14, 2009, IIT Guwahati, India.                                                                      

  • Data Summarization based First Hierarchical Clustering Methods for Large Datasets,  IEEE International Conference on Information Management and Engineering (ICIME 2009), April, 2009, Kuala Lumpur, Malaysia.                                                                       

  • A Fast Single Link Clustering Method for Large Datasets Managing Complexity in Distributed System -MCDES, May 2008, Indian Institute of Science, Bangalore, India.