bhaskar.cse's picture
Dr. Bhaskar Biswas
Associate Professor
Department of Computer Science and Engineering
bhaskar.cse@iitbhu.ac.in
+91-542-716-5312(O)
+91-542-2368428(FAX)
Area of Interest: 
Data Mining, Web Mining, Social Networks, applications of machine learning and soft computing techniques

Official Address: Associate Professor, Department of Computer Sc. & Engineering, Indian Institute of Technology (BHU), Varanasi-221005. India

Phone(O): +91-542-230-7056 Fax:+91-542-2368428

Residence: L-14, Tulsidas Colony,BHU, Varanasi-221005.

Phone(R):+919415619051

Courses I am handling currently:
(Odd Semester): Data Mining

(Even Semester): Operating Systems

AREA OF INTEREST AND SPECIALIZATION: Data Mining, Web Mining, Social Network Analysis.

Techniques and Methods: (Not bounded to) Machine Learning, Bio-inspired optimization Techniques, Soft computing Techniques.

Number of Ph. D supervised : 06 (Completed) + 01 (as Co Supervisor)

  1.  Dr. Ajay Kumar. (https://scholar.google.com/citations?user=4valcpoAAAAJ&hl=en)  Title of Thesis “Structural Similarity based Link Prediction in Complex Networks”
  2. Dr. Vishal Srivastava. (https://www.bennett.edu.in/faculties/dr-vishal-srivastava/)  Title of Thesis “Pixel Based Semantic Labelling and Image Parsing using Intelligent Learning Techniques”
  3. Dr. Shashank Sheshar Singh. (https://www.bennett.edu.in/faculties/dr-shashank-sheshar-singh/) Title of Thesis: “New Proposals for Influence Maximization on Single and Multiple Social Networks"
  4. Dr. Kuldeep Singh. (http://cs.du.ac.in/uploads/faculty/ks_resume.pdf  Title of Thesis: "Mining High Utility Itemsets with Positive and Negative Utility Values". 
  5. Dr. Harish Kumar Shakya. ( https://scholar.google.co.in/citations?user=DWRegQkAAAAJ&hl=en ) Title of thesis: "Community Detection in Social Networks using Improvised Evolutionary Algorithms". 
  6. Dr. Anupam Biswas (http://cs.nits.ac.in/anupam/ ) Title of Thesis: "Community Detection in Social Networks Using Agglomerative and Evolutionary Techniques".
  7. Dr. Ashish Gupta (Co-supervisor) (https://scholar.google.co.in/citations?user=4HaTZyAAAAAJ&hl=en)  Title of thesis "Early Classification of Sensors Generated Multivariate Time Series using Probabilistic Approaches" Supervisor: Dr. Hari Prabhat Gupta, CSE, IIT BHU.
Number of Ph.D. ongoing : 05
​1. SNEHA MISHRA Area: Community Detection in Dynamic Networks 
2. VANDANA BHARTI Area: Feature Selection using Machine Learning and other methods 
3. Shivansh Mishra Area: Link Prediction in Social Networks 
4.  Mukesh Kumar Area: Link Prediction in Social Networks 
5. Mahender Katukuri Area: Community Detection 
 
Partial List of Publications:
Peer Reviewed International Journals:
 
  1. Mukesh Kumar, Shivansh Mishra, Bhaskar Biswas, "PWAF : Path Weight Aggregation Feature for link prediction in dynamic networks", Computer Communications Volume 191, 1 July 2022, Pages 438-458 [IF 3.167] 
  2. Shivansh Mishra, Shashank Sheshar Singh, Ajay Kumar  Bhaskar Biswas, "HOPLP − MUL: link prediction in multiplex networks based on higher order paths and layer fusion", Applied Intelligence (2022), https://doi.org/10.1007/s10489-022-03733-8 [IF 5.086]
  3. Shivansh Mishra, Shashank Sheshar Singh, Ajay Kumar, Bhaskar Biswas, "MNERLP-MUL: Merged node and edge relevance based link prediction in multiplex networks", Journal of Computational Science, Volume 60, April 2022, 101606 . [IF 3.976]
  4. Mukesh Kumar, Shivansh Mishra, Bhaskar Biswas, "Features fusion based link prediction in dynamic networks", Journal of Computational Science, Volume 57, January 2022, 101493.  [IF 3.976]
  5. Kuldeep Singh, Rajiv Kumar, Bhaskar Biswas, "High average-utility itemsets mining: a survey", Applied Intelligence Pages 1-38 Publisher Springer US, 2021 [IF 5.086]
  6. Vandana Bharti, Bhaskar Biswas, Kaushal Kumar Shukla, “A novel multiobjective gdwcn-pso algorithm and its application to medical data security” ACM Transactions on Internet Technology (TOIT) Volume 21, Issue 2,  Pages 1-28, 2021.[IF 3.135]
  7. Vandana Bharti, Bhaskar Biswas, Kaushal Kumar Shukla, "EMOCGAN: a novel evolutionary multiobjective cyclic generative adversarial network and its application to unpaired image translation" Neural Computing and Applications, Pages 1-15 Publisher Springer London, 2021. [IF 5.606]
  8. Sneha Mishra, Shashank Sheshar Singh, Shivansh Mishra, and Bhaskar Biswas, "TCD2: Tree-based community detection in dynamic social networks", in Expert Systems with Applications, Elsevier, 2020, ISSN: 0957-4174. [IF 5.452]
  9. Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, and Tanima Dutta, “Approaches and Applications of Early Classification of Time Series: A Review”, IEEE Transactions on Artificial Intelligence,  2020
  10. Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, and Tanima Dutta, “An Unseen Fault Classification Approach for Smart Appliances using Ongoing Multivariate Time Series”, IEEE Transactions on Industrial Informatics,  2020.
  11. Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, and Tanima Dutta, “An Early Classification Approach for Multivariate Time Series of On-vehicle Sensors in Transportation”, IEEE Transactions on Intelligent Transportation Systems, 2019.
  12. Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, and Tanima Dutta, “A Divide-and-Conquer Based Early Classification Approach for Multivariate”, ACM Transactions on Internet of Things,  2019.
  13. Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, and Tanima Dutta, “An Early Classification Approach for Multivariate Time Series of On-vehicle Sensors in Transportation”, IEEE Transactions on Intelligent Transportation Systems, 2019.
  14. Shashank Sheshar Singh, Shivansh Mishra, Ajay Kumar, and Bhaskar Biswas, "CLP-ID: Community-based Link Prediction using Information Diffusion Perspective", in Information Sciences, Elsevier, 2019, ISSN: 0020-0255.[IF 5.524]
  15. Shashank Sheshar Singh, Kuldeep Singh, Ajay Kumar, and Bhaskar Biswas, "ACO-IM: maximizing influence in social networks using ant colony optimization", in Soft Computing, Springer, 2019, ISSN: 1433-7479.[IF 2.784]
  16. Shashank Sheshar Singh, Ajay Kumar, Kuldeep Singh, and Bhaskar Biswas, "LAPSO-IM: A learning-based influence maximization approach for social networks", in Applied Soft Computing, Elsevier, 2019, ISSN: 1568-4946. [IF 4.873]
  17. Shashank Sheshar Singh, Kuldeep Singh, Ajay Kumar, and Bhaskar Biswas, "MIM2: Multiple Influence Maximization across Multiple Social Networks", in Physica A: Statistical Mechanics and its Applications, Elsevier, 2019, ISSN: 0378-4371.[IF 2.500]
  18. Shashank Sheshar Singh, Ajay Kumar, Kuldeep Singh, and Bhaskar Biswas, "IM-SSO: Maximizing influence in social networks using social spider optimization", in Concurrency and Computation: Practice and Experience, Wiley, 2019, ISSN: 1532-0634. [IF 1.167]
  19. Shashank Sheshar Singh, Ajay Kumar, Kuldeep Singh, and Bhaskar Biswas, "C2IM: Community based Context-aware Influence Maximization in Social Networks", in Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 514, pp. 796 – 818, 2019, ISSN: 0378-4371. [IF 2.500]
  20. Ajay Kumar, Shashank Sheshar Singh, Shivansh Mishra, Kuldeep Singh, and Bhaskar Biswas, “Link prediction in complex networks based on Significance of Higher-Order Path Index (SHOPI)” Physica A: Statistical Mechanics and its Applications 545, 123790
  21. Ajay Kumar, Shashank Sheshar Singh, Kuldeep Singh, and Bhaskar Biswas, “Level-2 node clustering coefficient-based link prediction”, Applied Intelligence 49 (7), 2762-2779
  22. Ajay Kumar, Shashank Sheshar Singh, Kuldeep Singh, and Bhaskar Biswas, “Link prediction techniques, applications, and performance: A survey”, Physica A: Statistical Mechanics and its Applications 553, 124289.
  23. Vishal Srivastava, Bhaskar Biswas. “An efficient feature fusion in HSI image classification”, Multidimensional Systems and Signal Processing, ISSN. 0923-6082, doi. 10.1007/s11045-019-00658-3, 2019. [SCI-(IF-2.338)]
  24. Vishal Srivastava, Bhaskar Biswas. “Deep CNN feature fusion with manifold learning and regression for pixel classification in HSI images”, Journal of Experimental & Theoretical Artificial Intelligence, ISSN. 0952-813X, doi. https://doi.org/10.1080/0952813X.2019.1647566, 2019. [SCIE-(IF-2.111)]
  25. Vishal Srivastava, Bhaskar Biswas. “CNN-based salient features in HSI image semantic target prediction”, Connection Science, ISSN. 0954-0091, doi. 10.1080/09540091.2019.1650330, 2019.[SCI]
  26. Vishal Srivastava, Bhaskar Biswas “A subspace regression and two phase label optimization for High Dimensional Image classification”, Multimedia Tools and Applications, ISSN. 1380-7501, doi. 10.1007/s11042-019-08477-1, 2019. [SCIE-(IF-2.1)]
  27. Vishal Srivastava, Bhaskar Biswas “An efficient approach for dimension selection and classification in HSI images”, Remote Sensing Letters, ISSN. 2150-704X, doi. 10.1080/2150704X.2019.1623430, 2019. [SCI-(IF-2.01)].
  28. Kuldeep Singh, Ajay Kumar, Shashank Sheshar Singh, Harish Kumar Shakya, Bhaskar Biswas, EHNL: An efficient algorithm for mining high utility itemsets with negative utility value and length constraints, Information Sciences (Elsevier) (SCI), Impact Factor: 4.832, ISSN: 0020-0255.
  29. Kuldeep Singh, Shashank Sheshar Singh, Ajay Kumar, Bhaskar Biswas, TKEH: an efficient algorithm for mining top-k high utility itemsets, Applied Intelligence (Springer), DOI: 10.1007/s10489-018-1316-x (SCI), Impact Factor: 1.983, ISSN: 0924-669X. [Published]
  30. Kuldeep Singh, Shashank Sheshar Singh, Ajay Kumar, Bhaskar Biswas, High Utility Itemsets Mining with Negative Utility Value: A Survey, Journal of Intelligent and Fuzzy Systems (IOS Press), DOI:10.3233/JIFS-18965 Impact Factor: 1.426, ISSN: 1064-1246. [Published]
  31. Kuldeep Singh, Harish Kumar Shakya, Abhimanyu Singh, Bhaskar Biswas, Efficient algorithm for mining high utility itemsets with negative utility, Expert Systems (wiley) (SCIE), Impact Factor: 1.18, ISSN: 1468-0394. DOI:10.1111/exsy.12296 [Published]
  32.  Kuldeep Singh, Shashank Sheshar Singh, Ajay Kumar, Ashish Kumar Luhach, Ramesh C. Poonia, and Bhaskar Biswas, Top-k High Utility Itemsets Mining: current status and future directions, Recent Patents on Engineering, (SCOPUS), ISSN: 1872-2121. [In Press]
  33. Kuldeep Singh, Shashank Sheshar Singh, Ajay Kumar, Bhaskar Biswas, Closed High Utility Itemsets Mining: A Survey, Recent Patents on Computer Science, (SCOPUS), ISSN: 2213-2759. [In Press]
  34. Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, Clustering of people in social network based on textual similarity, Perspectives in Science (Elsevier), volume- 8, pages- 570–573, 2016, ISSN: 2213-0209.
  35. Anupam Biswas and Bhaskar Biswas, “FuzAg: Fuzzy Agglomerative Community Detection”, in IEEE Transactions on Fuzzy Systems, IEEE, 2017, ISSN: 1063-6706. (SCI, IF 7.671, Published)
  36. Anupam Biswas and Bhaskar Biswas, “Analyzing Evolutionary Optimization and Community Detection Algorithms using Regression Line Dominance”, in Information Sciences, Elsevier, vol. 396, pp. 185-201, 2017, ISSN: 0020-0255. (SCI, IF 4.832)
  37. Anupam Biswas and Bhaskar Biswas, “Defining Quality Metrics for Graph Clustering Evaluation”, in Expert Systems with Applications (ESWA), Elsevier, vol. 71, pp.1-17, 2017, ISSN: 0957-4174. (SCI, IF 3.928)
  38. Anupam Biswas and Bhaskar Biswas, “Regression Line Shifting Mechanism for Analyzing Evolutionary Optimization Algorithms”, in Soft Computing (SOCO), Springer,  vol. 21, no. 21, pp. 6237-6252, 2017, ISSN: 1432-7643. (SCI, IF 2.472)
  39. Anupam Biswas and Bhaskar Biswas, “Investigating Community Structure in Perspective of Ego Network”, in Expert Systems with Applications, Elsevier, vol. 42, no. 20, pp. 6913-6934, 2015, ISSN: 0957-4174. (SCI, IF 3.928)
  40. Anupam Biswas and Bhaskar Biswas, “Community-based Link Prediction”, in Multimedia Tools and Applications, Springer, vol. 76, no. 18, pp. 18619–18639, 2017, ISSN: 1380-7501. (SCI, IF 1.530)
  41. Anupam Biswas, Bhaskar Biswas, A. Kumar and K. K. Mishra, “Particle Swarm Optimization with Time Varying Cognitive Avoidance Component”, in International Journal of Computational Science and Engineering, InderScience Publishers, vol. 16, no. 1, pp. 27-41, 2018, ISSN:1742-7185. (ESCI, Scopus).
  42. Himanshu Singh and Bhaskar Biswas, “Comparison of CSMA based MAC protocols of Wireless Sensor Networks”, International Journal of AdHoc Network Systems, AIRCC, Volume 2, Issue 2, April 2012.
  43. Bhaskar Biswas, Karan Jain, Vipul Mittal and K.K. Shukla,  “Exploiting tree structure of a web page for clustering”,  International Journal of Knowledge and Web Intelligence, Vol. 1, Nos. 1/2, Page 81-94, 2009.

 BOOKS EDITED:
 Principles of Social Networking: The New Horizon and Emerging Challenges, Editors: Anupam Biswas Ripon Patgiri Bhaskar Biswas. ISBN: 978-981-16-3398-0, 2022

 
Book Chapters (International):
  1. Shashank Sheshar Singh, Shivansh Mishra, Ajay Kumar, Bhaskar Biswas, "Link Prediction on Social Networks Based on Centrality Measures", Singh S.S., Mishra S., Kumar A., Biswas B. (2022) Link Prediction on Social Networks Based on Centrality Measures. In: Biswas A., Patgiri R., Biswas B. (eds) Principles of Social Networking. Smart Innovation, Systems and Technologies, vol 246. Springer, Singapore. https://doi.org/10.1007/978-981-16-3398-0_4bb
  2. Shashank Sheshar Singh, Kuldeep Singh, Ajay Kumar and Bhaskar Biswas, CoIM : Community-based Influence Maximization in Social Networks, Advanced Informatics for Computing Research, Springer Singapore, pages=440--453, 2019, ISBN 978-981-13-3143-5, SCOPUS, DOI: 10.1007/978-981-13-3140-4 [Published]
  3.  Shashank Sheshar Singh, Kuldeep Singh, Ajay Kumar, Harish Kumar Shakya and Bhaskar Biswas, A Survey on Models of Information Diffusion in Social Networks, Advanced Informatics for Computing Research, Springer Singapore, pages=426-–439, 2019, ISBN 978-981-13-3143-5, SCOPUS, DOI: 10.1007/978-981-13-3143-5_35 [Published]
  4. Ajay Kumar, Shashank Sheshar Singh, Kuldeep Singh and Bhaskar Biswas, An implementation of malware detection system using Hybrid C4.5 Decision Tree algorithm, Advanced Informatics for Computing Research, Springer Singapore, pages=579–589, 2019, ISBN 978-981-13-3143-5, SCOPUS, DOI: 10.1007/978-981-13-3143-5_48 [Published]
  5. Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, Happiness Index in Social Network, Advanced Informatics for Computing Research, Springer pp- 261-270, 2017, ISBN: 978-981-10-5779-3.
  6. Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, Frequent Patterns Mining from Data Cube using Aggregation and Directed Graph, Advances in Intelligent Systems and Computing, Springer pp 167-177, 2016, ISBN: 978-81-322-2695-6.
  7. Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, Discovery of Multi-frequent Patterns Using Directed Graph, Emerging Research in Computing, Information, Communication and Applications (ERCICA 2015), Springer, volume 2, pp 153-162, 2015, ISBN: 978-81-322-2552-2.
  8. Anupam Biswas and Bhaskar Biswas, “Swarm Intelligence Techniques and Their Adaptive Nature with Applications” , in “Complex system modeling and control through intelligent soft computations” vol 219, ch. 9, pp. 253-271, 2014, by: Studies in Fuzziness and Soft Computing, Springer-Verlag, Germany.
  9. Anupam Biswas, Gourav Arora, Gaurav Tiwari, Srijan Khare,  Vyankatesh Agrawal and Bhaskar Biswas, “Agglomerative Approaches for Partitioning of Networks in Big Data Scenarios” in “Data Science and Big Data Computing: Frameworks and Methodologies”, ch. 3, pp. 57-78, 2016, Springer-Verlag, Germany.
  10. Abhishek Garg, Anupam Biswas and Bhaskar Biswas, “Evolutionary Computation Techniques for Community Detection in Social Network Analysis”, in “Advanced Methods for Complex Network Analysis”, ch. 11, pp. 271-289, 2016, IGI Global, USA.
 
 Peer Reviewed International Conferences:
  1. Ashish Gupta, Hari Prabhat Gupta and Bhaskar Biswas,  "Early Classification Approaches for Sensors Generated Multivariate Time Series with Different Challenges", ICDCN 2020 (PhD forum poster
  2. Vishal Srivastava, Bhaskar Biswas. “Mining on the basis of Similarity in Graph and Image Data”, International Conference on Advanced Informatics for Computing Research (ICAICR 2018), pp. 193-203, springer 2018[Scopus].
  3. Vaibhav gupta, Kuldeep Singh, Siddhartha Kumar Ajaria and Bhaskar Biswas, Dynamic Pricing in Movie Tickets using Regression Techniques, 5th International Conference on Advanced Computation and Telecommunication (ICACAT) (IEEE ) SCOPUS [Accepted]
  4. Anupam Biswas, Pawan Gupta, Mradul Modi and Bhaskar Biswas, “Community Detection in Multiple Featured Social Network using Swarm Intelligence”, in International Conference on Communication and Computing (ICC-2014), 12-14 June 2014, Bangalore, India. (Best Paper Award)
  5. Anupam Biswas, Pawan Gupta, Mradul Modi and Bhaskar Biswas, “An Empirical Study of Some Particle Swarm Optimizer Variants for Community Detection”, in Third International Symposium on Intelligent Informatics (ISI’14), 24-27 September 2014, pp 511-520, Delhi, India.
  6. Anupam Biswas and Bhaskar Biswas, “Visual Analysis of Evolutionary Optimization Algorithms”, in ISCBI 2014 II International Symposium on Computational and Business Intelligence, 7-8 Dec. 2014, pp. 81-84, New Delhi.
  7. Anupam Biswas, Bhaskar Biswas and K. K. Mishra, “An Atomic Model Based Optimization Algorithm”, in 2nd International Conference on Computational Intelligence & Networks (CINE 2016), 11 Jan. 2016, pp. 63-68, Bhubaneswar.
  8. Anupam Biswas and Bhaskar Biswas, “A Framework for Analyzing Community Detection Algorithms”, in 2016 IEEE Students' Technology Symposium (TechSym 2016), 30 Sep.-2 Oct. 2016, pp. 61-66, Kharagpur, India.
  9. G. Agarwal , S. K. Chourasia , Anupam Biswas , S. K Arjaria , Bhaskar Biswas, “Community Detection Using Central Force Optimization (CFO)”, Proc. of The Sixth Intl. Conf. On Advances In Computing, Control And Networking - ACCN 2017, Feb. 25-26, 2017, Bangkok, Thailand.
  10. Anupam Biswas, Shakshi Khandelwal and Bhaskar Biswas, “Community Detection in Networks using Atom Stabilization Algorithm” in 2017 IEEE 4th Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2017), Nov. 23-24, 2017, Mauritius.
  11. Shashank Sheshar Singh, Kuldeep Singh, Ajay Kumar, Harish Kumar Shakya, and Bhaskar Biswas. "A Survey on Information Diffusion Models in Social Networks". Second International Conference on Advanced Informatics for Computing Research (ICAICR-2018)  Shimla, India, July 14-15, 2018.
  12. Shashank Sheshar Singh, Kuldeep Singh, Ajay Kumar, and Bhaskar Biswas. "CoIM : Community-based Influence Maximization in Social Networks". Second International Conference on Advanced Informatics for Computing Research (ICAICR-2018)  Shimla, India, July 14-15, 2018. (Accepted)
  13. Ajay Kumar, Shashank Sheshar Singh, Kuldeep Singh, Harish Kumar Shakya, and Bhaskar Biswas. An implementation of malware detection system using Hybrid C4.5 Decision tree algorithm. Second International Conference on Advanced Informatics for Computing Research (ICAICR-2018)  Shimla, India, July 14-15, 2018.
  14.  Anant Dadu, Ajay Kumar, Shashank Sheshar Singh, Kuldeep Singh, Harish Kumar Shakya, Siddhartha Kumar Arjaria, and Bhaskar Biswas.  A Study of Link Prediction using Deep Learning. Second International Conference on Advanced Informatics for Computing Research (ICAICR-2018)  Shimla, India, July 14-15, 2018.
  15. Kuldeep Singh, Harish Kumar Shakya, Ajay Kumar, Shashank Sheshar Singh and Bhaskar Biswas, Top-k High Utility Itemsets Mining: current status and future directions, International Conference on Computational Strategies for Next Generation Technologies (NEXTCOM-2017), CT Institute of Engineering, Management & Technology Shahpur, Jalandhar, Punjab, India, 25-26, November, 2017.
  16. Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, An Efficient Approach to Discovering Frequent Patterns from Data Cube using Aggregation and Directed Graph, 6th International Conference on Computer and Communication Technology, ICCCT-2015, September 25-27, 2015, pp. 31-35, MNNIT Allahabad ISBN: 978-1-4503-3552-2.
  17. Kuldeep Singh, Harish Kumar Shakya, Bhaskar Biswas, Advanced Annotated Lexical Resources- A Review, International Conference on Emerging trends in computer science & its Applications (ETCSA-2015), RJIT BSF Academy, Gwalior, India, April 7-8, 2015, pp. 351–355.