Birla Institute of Technology, Mesra
Dr. Ranjan Kumar Behera
Assistant Professor, Computer Science and Engg
Ph. D from NIT Rourkela
Contact Address
Permanent Address AT/PO - Gadagovindapur VIA - Nuapada DIST - Ganjam Odisha PIN-761011
Local Address Qt No- D-II/10, BIT Mesra Campus, BIT Mesra, Ranchi, Jharkhand, PIN- 835215
Phone (Office) +919439592352
Phone Residence +918328831105
Email Id ranjan.behera@bitmesra.ac.in
Joined Institute on : 16-Jan-2022

  Work Experience
 
Teaching : 7 Years

Research : 6 Years

Individual: 6 Years

  Professional Background

Academic Qualification

  1. Ph. D in Computer Science and Engineering, NIT Rourkela, Odisha
  2. M. Tech in Computer Science and Engineering, NIT Hamirpur, (H. P)
  3. B. Tech in Information Technology, Orissa Engineering College, Bhubaneswar, Odisha

Work Experience

  1. Currently Working as Assistant Professor, in the Department of Computer Science and Engineering, BIT Mesra Campus, Ranchi, Jharkhand (Jan 2022 – Till Now)
  2. Worked as Assistant Professor in the School of Computer Science and Engineering, XIM University, Bhubaneswar, Odisha (June 2021- Jan 2022)
  3. Worked as Assistant Professor in the School of Computer Science and Engineering, VSSUT Burla, Odisha (September 2018- June 2021)
  4. Worked as Assistant Professor in the Department of Computer SCience and Engineering, Bhubaneswar College of Engineeering, Bhubaneswar, Odisha (August 2014 – December 2014).
  5. Worked as Assistant Professor in the Department of Computer Science and Engineering, SIET, Bilaspur, (H.P.) (July 2013- August 2014)
  6. Worked as Software Developer in Interface Software, Saheed Nagar, Bhubaneswar, Odisha ( January 2009- August 2010)
  Research Areas
 

Social Network Analysis

Big Data Analytics

Machine Learning and Data Science Applications

Sentiment and Text Analysis

Cloud Computing

Serverless Computing

  Award and Honours
 
  1. Invited Speaker at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar-751030, Odisha,                      Topic deliveredStructured Based Link Prediction to Capture the Network Evolution in Large Scale Social Network    Date and Time:  19.11.2022, 4:00 PM – 5:00 PM
  2. Invited Speaker at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar-751030, Odisha,                      Topic deliveredRole of big data in the domain of social network analysis   Date and Time:  22.07.2022, 4:00 PM - 5:00 PM.
  3. Session coordinator at Computational Science and Its Applications – ICCSA 2022 , 22nd International Conference, Malaga, Spain, July 4–7, 2022
  Publications
 

Journal Publications:

  1. Ranjan Kumar Behera, Monalisa Jena, Santanu Kumar Rath, Sanjay mishra “Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data ”, Information Processing & Management, Elsevier, 2020 (SCI, IF-6.222) DOI: https://doi.org/10.1016/j.ipm.2020.102435
  2. Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath, Dharawat Ramesh “GA-BCD: Genetic Algorithm Based Community Detection Approach in Distributed Enviroment ”, Nural Computing and Application, Springer, 2019 (SCI, IF-5.606) DOI: https://doi.org/10.1007/s00521-019- 04487-0
  3. Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius, and Rytis Maskeliunas Large Scale Community Detection Using a Small World Model . Applied Science Journal, MDPI, 2017 (Published) (SCI, IF-2.217) DOI: https://doi.org/10.3390/app7111173
  4. Debachudamani Prusti, Ranjan Kumar Behera, Santanu Kumar Rath,  Hybridizing graph?based Gaussian mixture model with machine learning for classification of fraudulent transactions. Computational Intelligence, Wiley, 2022 (Published) (SCI, IF-2.142) DOI: https://doi.org/10.3390/app7111173
  5. Anisha Kumari., Ranjan Kumar Behera, Bibhudatta Sahoo & Satya Prakash Sahoo. (2022). Prediction of link evolution using community detection in social network. Computing, 1-22. (SCI, IF-2.220)   https://doi.org/10.1111/coin.12561
  6. Anisha Kumari, Ranjan Kumar Behera, Kshirasagar Sahoo, Anand Nayyar, Ashish Kumar Luhach, Satya Prakash Sahoo; Supervised link prediction using structure-based feature extraction in social network. Concurrency and Computation: Practice and Experience, Wiley, 2020 (SCI, IF-1.1447) https://doi.org/10.1002/cpe.5839
  7. Anisha Kumari, Manoj Kumar Patra, Bibhudatta Sahoo, Ranjan Kumar Behera; Resource optimization in performance modeling for serverless application. International Journal of Information Technology, Springer, 2022 (Scopus) https://link.springer.com/article/10.1007/s41870-022-01073-x
  8. Debadatta Naik, Ranjan Kumar Behera, Santanu Kumar Rath and Dharawat Ramesh. Map-Reduce-Based Centrality Detection in Social Networks: An Algorithmic Approach, Arabian Journal for Science and Engineering, Springer, 2020. (SCI, IF 2.334). DOI: https://doi.org/10.1007/s13369- 020-04636-x
  9. Ranjan Kumar Behera, Sushree Das, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius. Comparative Study of Real Time Machine Learning Models for Stock Prediction through Streaming Data. Journal of Universal Computer Science (SCI, IF-1.066)
  10. Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius, and Rytis Maskeliunas Distributed Centrality Analysis of Social Network Data Using MapReduce. Algorithm, MDPI (ESCI, Scopus) DOI: https://doi.org/10.3390/a12080161
  11. Ranjan Kumar Behera, Kshirasagar sahoo, Debadatta Naik, Santanu Kumar Rath “Structural Mining for Link Prediction using various Machine Learning Algorithms ”, International Journal of Social Ecology and Sustainable Development (IJSESD), IGI Global (Scopus) DOI:https://doi.org/10.4018/IJSESD.2021070105
  12. Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath and Dharawat Ramesh. MRIBC: MapReduce-based incremental betweenness centrality in large-scale complex networks Social Network Analysis and Mining, Springer (SCImago, Scopus ) DOI: https://doi.org/10.1007/s13278- 020-00636-9
  13. Lov Kumar, Ranjan Kumar Behera, Ashish Sureka and Santanu Ku. Rath, “A Bibliometric Study of ACM SEN from 2007 to 2016”, ACM SIGSOFT Software Engineering Notes (SEN), 2017 (SCOPUS). DOI: https://doi.org/10.1145/3127360.3127369 
  14. Lov Kumar, Ranjan Kumar Behera, Ashish Sureka and Santanu Ku. Rath, “Transfer Learning for Cross-Project Change-Proneness Prediction in Object-Oriented Software Systems: A Feasibility Analysis”, ACM SIGSOFT Software Engineering Notes (SEN), 2017 (SCOPUS). DOI: https://doi.org/10.1145/3127360.3127368
  15. Ranjan Kumar Behera, Deepak kumar, K. S. Pandey “Concept, Design and Performance Evaluation of VLVIW Processor ”, International Journal of Scientific Engineering and Technology, (ISSN : 2277-1581), Volume No.2, Issue No.7, pp : 719-723 (Published) 
  16. Deepak kumar, Ranjan Kumar Behera, K. S. Pandey “Concept of a Supervector Processor: A Vector Approach to Superscalar Processor, Design and Performance Analysis ”, International Journal of Engineering Research (ISSN : 2319-6890) Volume No.2, Issue No3, pp : 228-231 (Published)

Conference Publications

  1. Ranjan Kumar Behera,S.K. Rath, An efficient modularity based algorithm for community detection in social network. IEEE India International Conference, Pune, India, 2016 (IOTA 2016). DOI: https://doi.org/10.1109/IOTA.2016.7562715.
  2. Ranjan Kumar Behera, Debadatta Naik, Bibhudatta Sahoo,Santanu Kumar Rath Centrality Approach for Community Detection in Large Scale Network. ACM India International Conference, Ahmadabad, India, 2016 (Compute 2016). DOI: https://doi.org/10.1145/2998476.2998489
  3. Ranjan Kumar Behera, Monalisa Jena, Santanu kumar Rath. Spanning Tree based community detection using MIN-Max Modularity. Proceedings of the 6th International Conference on Advances in Computing and Communications, Elsvier, Cochi, India DOI: https://doi.org/10.1016/j.procs.2016.07.311.
  4. Ranjan Kumar Behera, Lov Kumar, Monalisa Jena, Sambit Mahapatra, Abhishek Sai Shukla, Santanu Kumar Rath . Nearness and Influence Based Link Prediction (NILP) in Distributed Platform. The 17th International Conference on Computational Science and Its Applications (ICCSA 2017), Trieste, Italy, Springer. DOI: https://doi.org10.1007/978-3-319-62407-5-23
  5. Ranjan Kumar Behera, Abhishek Sai Sukla, Sambit Mahapatha, Santanu Kumar Rath and Bibuhudatta Sahoo. Map-Reduce based Link Prediction for Large Scale Social Network. The 29th International Conference on Software Engineering & Knowledge Engineering (SEKE 2017), Wyndham Pittsburgh University Center, Pittsburgh, USA, IEEE. DOI: https://doi.org/10.18293/SEKE2017- 100
  6. Ranjan Kumar Behera, Sushree Das, Monalisa Jena, Santanu Kumar Rath and Bibhudatta Sahoo. A Comparative Study of Distributed Tools for Analyzing Streaming Data. The 16th International Conference on Information Technology (ICIT 2017), Bhubaneswar, India, IEEE. DOI: https://doi.org/10.1109/ICIT.2017.32
  7. Ranjan Kumar Behera, Suyash Shukla, Santanu Kumar Rath. Software Reliability Assessment Using Machine Learning Technique. The 18th International Conference on Computational Science and Its Applications (ICCSA 2018), Melbourne, Australia, Springer.(Published)
  8. Ranjit Kumar, Ranjan Kumar Behera, Santanu Kumar Rath A Fast Algorithm for Enumerating Maximal Cliques in Large Scale Network. The 14th IEEE India Council International Conference (INDICON 2017), IIT Roorkie, DOI: 10.1109/INDICON.2017.8488050
  9. Parul Chak, Ranjan Kumar Behera, Santanu Kumar Rath and Bibhudatta Sahoo. Content Matching Problem in Large Scale Network using Weighted b-matching Algorithm. 4th IEEE International Conference on Recent Advances in Information Technology (RAIT 2018), IIT Dhanbad. DOI: https://doi.org/10.1109/RAIT.2018.8389077
  10. Suyash Shukla, Ranjan Kumar Behera, Sanjay Misra, and Santanu Kumar Rath. "Software reliability assessment using deep learning technique." In Towards Extensible and Adaptable Methods in Computing, pp. 57-68. Springer, Singapore, 2018.
  11. Sushree Das, Ranjan Kumar Behera, Mukesh Kumar and Santanu Kumar Rath. Real-Time Sentiment Analysis of Twitter Streaming data for Stock Prediction. International conference on Ranjan Kumar Behera computational intelligence and data science (ICCIDS 2018), The NorthCap University, Gurugram, Elsvier DOI: https://doi.org/10.1016/j.procs.2018.05.111
  12. Ranjan Kumar Behera, Santanu Kumar Rath., Sanjay Misra., Marcelo Leon, and Adewole Adewumi.. (2019, July). Machine learning approach for reliability assessment of open source software. In International Conference on Computational Science and Its Applications (pp. 472-482). Springer, Cham.
  13. Monalisa Jena, Ranjan Kumar Behera, Santanu Kumar Rath.Machine Learning Models for Stock Prediction Using Real-Time Streaming Data. International Conference on Biologically Inspired Techniques in Many-Criteria Decision Making, F. M. University, Balasore, India https://doi.org/10.1007/978- 3-030-39033-4 10
  14. Anisha Kumari, Ranjan Kumar Behera, Bibudatta Sahoo, Satya Prakash Sahoo. Supervised Machine Learning for Link Prediction Using Path-Based Similarity Features . INDICON 2020, Netaji Subhas University of Technology, New Delhi, India. (Accepted and Presented)
  15. Anisha Kumari, Ranjan Kumar Behera, Bibudatta Sahoo, Satya Prakash Sahoo. Quantifying Influential Communities in Granular Social Networks Using Fuzzy Theory. International Conference on Computational Science and Its Applications, 2020 (ICCSA 2020), Springer, Cagliari, Italy, 1-4th July, 2020
  16. Anisha Kumari., Bibhudatta Sahoo., Ranjan Kumar Behera, Sanjay Misra., & Mayank Mohan Sharma  (2021, September). Evaluation of Integrated Frameworks for Optimizing QoS in Serverless Computing. In International Conference on Computational Science and Its Applications (pp. 277-288). Springer, Cham.

 

Book Chapter

  1. Ranjan Kumar Behera, Monalisa Jena, Debadatta Naik, Bibudatta Sahoo, Santanu Kumar Rath, Linkage based Social Network Analysis in Distributed Platform . Big Data Analytics: A Social Network Approach (BDASNA2017), Published by CRC Press, Taylor and Francis Group. (Published)
  2. Ranjan Kumar Behera, Kshira Sagar Sahoo, Sambit Mahapatra, Santanu Kumar Rath, Bibudatta Sahoo Security Issues in Distributed Computation for Big Data Analytics. Handbook of E-business Security, Published by CRC Press, Taylor and Francis Group. (Published)
  3. Kshira Sagar Sahoo, Ranjan Kumar Behera, Bibhudatta Sahoo, Mayank Tiwary. Distributed Denial-of-Service Threats and Defense Mechanisms in Software-Defined Networks: A Layer-Wise Review. Handbook of E-business Security, Published by CRC Press, Taylor and Francis Group. (Published)
  4. Monalisa Jena, Ranjan Kumar Behera, and Satchidananda Dehuri. "Hybrid Decision Tree for Machine Learning: A Big Data Perspective." In Advances in Machine Learning for Big Data Analysis, pp. 223-239. Springer, Singapore, 2022.
  Member of Professional Bodies
 

IEEE Membership

  Member, Editorial Board
 

Reviewer of various Reputed SCI and Scopus Journals and Conferences

Reviewer in Journals

  • Transaction on knowledge discovery of data (SCIE, Transaction)
  • Expert System and Applications, Elsevier (SCIE, Scopus)
  • Concurrency Computation and Practice, Wiley (SCIE, Scopus)
  • Arabian Journal of Science and Technology.Springer (SCIE, Scopus)
  • Information Processing and Management, Elsevier (SCIE, Scopus)
  • PeerJ (SCIE, Scopus)
  • Hindawi
  • Information Technology and Control (SCIE, Scopus)

Reviewer in Conferences

  • ICCSA 2018, 2019, 2020, 2021
  • IICA 2021
  • ICIBT 2022
  • IEEE-ISSSC 2020, 2022
  • COCOLE 2022