Research

Book: Cyber Crime in Social Media: Theory and Solutions

1. 1. Dwivedy, V., Shukla, H. D., & Pradeep Kumar Roy (2022). LMNet: Lightweight multi-scale convolutional neural network architecture for COVID-19 detection in IoMT environment. Computers and Electrical Engineering, 103, 108325.

   2. Pradeep Kumar Roy, Tripathy, A. K., Weng, T. H., & Li, K. C. (2023). Securing social platform from misinformation using deep learning. Computer Standards & Interfaces, 84, 103674.

   3. Jain, S., & Pradeep Kumar Roy (2022). E-commerce review sentiment score prediction considering misspelled words: a deep learning approach. Electronic Commerce Research, 1-25.

   4. Pradeep Kumar Roy, Singh, A., Desai, J. V., & Singh, S. K. (2022). Healthcare Data Security Using Lightweight Protocol for Cyber Physical System. IEEE Transactions on Network Science and Engineering.

   5. Pradeep Kumar Roy, & Mali, F. U. (2022). Cyberbullying detection using deep transfer learning. Complex & Intelligent Systems, 1-19.

   6. Pradeep Kumar Roy,& Singh, S. K. (2022). Privacy preserving monitoring protocol for Cyber–Physical System. Computers and Electrical Engineering, 102, 108232. 

   7. Pradeep Kumar Roy, and Kumar, A. (2022). Early prediction of COVID-19 using ensemble of transfer learning. Computers and Electrical Engineering, 101, 108018. ISSN: 0045-7906 [Elsevier, SCIE, IF: 3.818]

   8. Pradeep Kumar Roy, Saumya, S., Singh, J. P., Banerjee, S., & Gutub, A. (2022). Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review. CAAI Transactions on Intelligence Technology. ISSN:2468-2322 [Wiley, SCIE]

   9. Pradeep Kumar Roy, Snehaan Bhawal, and C. N. Subalalitha (2022) Hate speech and offensive language detection in Dravidian languages using deep ensemble framework, Computer Speech & Language, 101386. DOI: https://doi.org/10.1016/j.csl.2022.101386 [Elsevier, SCIE, IF: 1.899]

   10. Pradeep Kumar Roy, Zishan Ahmad, Jyoti Prakash Singh & Snehasish Banerjee (2022) Feature Extraction to Filter Out Low-Quality Answers from Social Question Answering Sites, IETE Journal of Research, DOI: 10.1080/03772063.2022.2048715 [Taylor & Francis, SCIE, IF: 2.33]

   11. Pradeep Kumar Roy, Tripathy, A. K., Singh, S. K., & Li, K. C. (2022). Recent advancements in privacy-aware protocols of source location privacy in wireless sensor networks: A survey. Computer Science and Information Systems, (00), 7-7. [ComSIS Consortium, SCIE, IF: 1.167]

   12. Pradeep Kumar Roy, Kumar, A., Singh, J. P., Dwivedi, Y. K., Rana, N. P., & Raman, R. (2021). Disaster related social media content processing for sustainable cities. Sustainable Cities and Society, 103363. [Elsevier, SCIE, IF: 7.587]

   13. Chahar, S. & Pradeep Kumar Roy (2021). COVID-19: A Comprehensive Review of Learning Models. Archives of Computational Methods in Engineering, 29, 1915-1940, ISSN: 1134-3060, Accepted, [Springer, SCIE, IF: 7.302] [Listed in Global literature on coronavirus disease on the official website of the World Health Organization (WHO). ]

   14. Pradeep Kumar Roy, & Chahar, S. (2021). Fake Profile Detection on Social Networking Websites: A Comprehensive Review. IEEE Transactions on Artificial Intelligence. doi: 10.1109/TAI.2021.3064901.

   15. T. K. Das, Pradeep Kumar Roy, M. Uddin, K. Srinivasan, C. Chang et al., "Early tumor diagnosis in brain mr images via deep convolutional neural network model," Computers, Materials & Continua, vol. 68, no.2, pp. 2413–2429, 2021. [SCIE, IF: 3.772]

   16. Pradeep Kumar Roy, ‘Multilayer convolutional neural network to filter low quality content from Quora’, Neural Processing Letters, 2020, 52, 805-821, ISSN:1370-4621, doi: https://doi.org/10.1007/s11063-020-10284-x [Springer, SCIE, IF: 2.891]

   17. Pradeep Kumar Roy (2021). Deep Neural Network to Predict Answer Votes on Community Question Answering Sites. Neural Processing Letters, 53(2), 1633-1646, ISSN: 1370-4621  [Springer, SCIE, IF: 2.891]

   18. Pradeep Kumar Roy, A. K. Tripathy, T. K. Das and X. -z. Gao, "A Framework for Hate Speech Detection using Deep Convolutional Neural Network," in IEEE Access, doi: 10.1109/ACCESS.2020.3037073. [IEEE, SCIE, IF: 3.745]

   19. Pradeep Kumar Roy, J. P. Singh, S. Banerjee, Deep learning to filter SMS Spam, Future Generation Computer Systems, 2019, 102, 524-533. ISSN: 0167-739X, DOI: 10.1016/j.future.2019.09.001. [Elsevier, SCIE, IF: 6.125]

   20. Pradeep Kumar Roy, and J. P. Singh, (2019). Predicting closed questions in community question answering sites using Convolutional Neural Network. Neural Computing and Applications, Vol. 32, pp. 10555-10572, ISSN NO: 0941-0643 [Springer, SCIE, IF: 4.774]

   21. Pradeep Kumar Roy, J. P. Singh, Abdullah M. Baabdullah, Hatice Kizgin, and Nripendra P. Rana. (2018) “Identifying reputation collectors in community question answering (CQA) sites: Exploring the dark side of social media.” International Journal of Information Management 42 (2018): 25-35. DOI: 10.1016/j.ijinfomgt.2018.05.003, ISSN: 0268-4012 [Elsevier, SCI, IF: 8.210]

   22. Singh, J. P., Irani, S., Rana, N. P., Dwivedi, Y. K., Saumya, S., & Pradeep Kumar Roy (2017). Predicting the “helpfulness” of online consumer reviews. Journal of Business Research, 70, 346-355, doi: 10.1016/j.jbusres.2016.08.008, ISSN: 0148-2963 [Elsevier, SCI, IF: 4.874]

   23. Pradeep Kumar Roy, Z. Ahmad, J. P. Singh, Md. A. A. Alryalat, N. P. Rana, and Y. K. Dwivedi. “Finding and ranking high-quality answers in community question answering sites.” Global Journal of Flexible Systems Management 19, no. 1 (2018): 53-68, ISSN: 0972-2696. DOI: 10.1007/s40171-017-0172-6, [Springer, Scopus, H-Index: 13]

   24. Rimjhim, Pradeep Kumar Roy, and J. Prakash Singh (2021), Finding Location of Fake and Phantom Source for Source Location Privacy in Wireless Sensor Network, International Journal of Communication Networks and Distributed Systems, DOI: 10.1504/IJCNDS.2021.10030838, Vol 26, no. 1. pp. 114-134. [Scopus, Inderscience]

   25. Pradeep Kumar Roy, Ashish Singh, Asis K Tripathy, T. K. Das. Cyberbullying detection: an ensemble learning approach, International Journal of Computational Science and Engineering, ISSN: 1742-7193, [Scopus, Inderscience]

1. Pradeep Kumar Roy, Singh, A., Tripathy, A. K., & Das, T. K. (2022). Identifying Cyberbullying Post on Social Networking Platform Using Machine Learning Technique. In Advances in Distributed Computing and Machine Learning (pp. 186-195). Springer, Singapore. 

2. Singh, A., & Pradeep Kumar Roy. (2021). Malicious URL Detection using Multilayer CNN. In 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) (pp. 340-345). IEEE. 

3. Pradeep Kumar Roy, and Kumar, Abhinav (2021), Convolutional Neural Network for Text: A Stepwise Working Guidance (September 27, 2021). Available at SSRN: https://ssrn.com/abstract=3973041 or http://dx.doi.org/10.2139/ssrn.3973041 

4. S. K. Singh and Pradeep Kumar Roy, (2020) "Detecting Malicious DNS over HTTPS Traffic Using Machine Learning," 2020 International Conference on Innovation and Intelligence for Informatics, Computing and Technologies (3ICT), Sakheer, Bahrain, 2020, pp. 1-6, doi: 10.1109/3ICT51146.2020.9312004. 

5. Pradeep Kumar Roy, Sarabjeet Chowdhary, and Rocky Bhatia (2019). A Machine Learning approach for automation of Resume Recommendation. International Conference on International Conference on Information Management & Machine Intelligence (ICCIDS-2019). Gurugram, India, 06-07 September, 2019, Procedia Computer Science, 167, pp. 2318-2327. (Scopus Indexed)

6. Rimjhim, Pradeep Kumar Roy, and J. Prakash Singh, (2018) “Encircling the Base Station for Source Location Privacy in Wireless Sensor Networks” 2018 3rd International Conference on Computational Systems and Information Technology for Sustainable Solutions (CSITSS), Bengaluru, India, 2018, pp. 307-312. 20-22 December 2018, ISBN: 978-1-5386-6078-2 (Web of Science Indexed)

7. Pradeep Kumar Roy, and Jyoti Prakash Singh, (2018)“A Tag2Vec Approach for Questions Tag Suggestion on Community Question Answering Sites.” In International Conference on Machine Learning and Data Mining in Pattern Recognition, Springer, USA, 2018, pp-168-182. ISBN: 978-3-319-96132-3, DOI: 10.1007/978-3-319-96133-0_13, July 15-19, 2018 (Web of Science indexed)

8. Pradeep Kumar Roy, Jyoti Prakash Singh, and Amitav Nag, (2018)“Finding Active Expert Users for Question Routing in Community Question Answering Sites.” In International Conference on Machine Learning and Data Mining in Pattern Recognition, Springer, USA, 2018, pp. 440-451,ISBN: 978-3-319-96132-3,DOI: 10.1007/978-3-319-96133-0_33, July 15-19, 2018 (Web of Science indexed)

9. Jyoti Prakash Singh, Pradeep Kumar Roy, Sunil Kumar Singh, & Prabhat Kumar (2016, November). Source location privacy using data mules in Wireless Sensor Networks. In Region 10 Conference (TENCON), Singapore, ISBN: 978-1-5090-2598-5, 22-25, November, 2016 (pp. 2743-2747) IEEE. (Web of Science indexed)

10. Pradeep Kumar Roy, Jyoti Prakash Singh, and Prabhat Kumar (2016, March). An efficient privacy preserving protocol for source location privacy in wireless sensor networks. In International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India. (pp. 1093-1097), ISBN: 978-1-4673-9339-3, 10.1109/WiSPNET.2016.7566305, 23-25 March, 2016. IEEE. (Web of Science indexed)

11. Pradeep Kumar Roy, Jyoti Prakash Singh, Prabhat Kumar, and M. P. Singh (2015). Source location privacy using fake source and phantom routing (FSAPR) technique in wireless sensor networks. Third International Conference on Recent Trends in Computing, Procedia Computer Science, Ghaziabad, India, ISNN: 1877-0509, DOI: 10.1016/j.procs.2015.07.486, 12-13 March, 2015 Elsevier, 57, 936-941. (Scopus)