Dr. Sanjay Kumar

Computer Science and Engineering

Phone:0
Email: sanjay.kumar@dtu.ac.in

Qualifications

B.Tech, M.Tech (IIT Delhi), Ph.D. (IIT Delhi)

Areas of Interest

Machine Learning, Deep Learning, Data Science, Social Network Analysis, and Algorithm

Research/Teaching Interest

    Machine Learning, Deep Learning, Data Science,  Social Network  Analysis, Recommender System,  and  Algorithm Design

Google Scholar:- https://scholar.google.com/citations?user=9ukv0NIAAAAJ&hl=en

ORCID:- https://orcid.org/0000-0002-8951-5996

 

SCI/SCIE Journal Publications:-

(1) S. Kumar, A. Kumar, A. Mallik, R. R. Singh, "OptNet-Fake: Fake News Detection in Socio-Cyber Platforms Using Grasshopper Optimization and Deep Neural Network". IEEE Transactions on Computational Social Systems, 2023, DOI: 10.1109/TCSS.2023.3246479, (SCI, IF- 4.74)

(2) S. Kumar, A. Mallik, B.S. Panda, “Influence Maximization in Social Networks using Transfer Learning via Graph- based LSTM", Expert Systems with Applications, 212 (2023) 118770, https://doi.org/10.1016/j.eswa.2022.118770 (SCI, IF: 8.655)

(3) S. Kumar, A. Kumar, B.S. Panda, ”Identifying Influential Nodes for Smart Enterprises using Community Structure with Integrated Feature Ranking", IEEE Transactions on Industrial Informatics, 2023, 10.1109/TII.2022.3203059 (SCI, IF: 11.648)

(4) S. Kumar, A. Kumar, A. Mallik,  S. Dhall, "Opinion leader detection in Asian social networks using modified spider monkey optimization". ACM Transactions on Asian and Low-Resource Language Information Processing, 22(5), pp.1-26, https://doi.org/10.1145/3555311 (SCI, IF: 1.43)

(5) A. Mallik, S. Kumar, "Word2Vec and LSTM based deep learning technique for context-free fake news detection". Multimedia Tools and Applications, 2023, pp.1-22,  https://doi.org/10.1007/s11042-023-15364-3 (SCI, IF- 2.577)

(6) S. Kumar, A. Mallik, A. Kumar, J. Del Ser, G. Yang,  "Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals". Computers in Biology and Medicine, p.106511, 2023. https://doi.org/10.1016/j.compbiomed.2022.106511 (SCI, IF: 6.698)

(7) S. Kumar, N. Kumar, A. Dev, S. Naorem, "Movie genre classification using binary relevance, label powerset, and machine learning classifiers". Multimedia Tools and Applications, 82(1), pp.945-968, 2023, https://doi.org/10.1007/s11042-022-13211-5 (SCI, IF- 2.577)

(8) S. Kumar, A. Mallik, S. S. Sengar, "Community Detection in Complex Networks using Stacked Autoencoders and Crow Search Algorithm", The Journal of Supercomputing https://doi.org/10.1007/s11227-022-04767-y (SCIE, IF: 2.6)

(9) S. Kumar, A. Mallik, A. Khetarpal, B. S. Panda,  "Influence Maximization in Social Networks using Graph Embedding and Graph Neural Network", Information Sciences, 2022, https://doi.org/10.1016/j.ins.2022.06.075 (SCI, IF: 6.795)

(10) A. Kumar, N. Aggarwal, S. Kumar, "SIRA: A Model for Propagation and Rumor Control on Social Networks with Epidemic Spreading and Immunization for Healthcare 5.0", Soft Computing, https://doi.org/10.1007/s00500-022-07397-x (SCI, IF: 3.653)

(11) S. Kumar, A. Mallik, B.S. Panda, ”Link prediction in complex networks using node centrality and light gradient boosting machine". World Wide Web, pp.1-27 (2022) https://doi.org/10.1007/s11280-021-01000-3 (SCIE, I.F- 2.76)

(12) S. Kumar, A. Gupta, I. Khatri, “CSR: A Community based Spreaders Ranking Algorithm for Influence Maximization in Social Networks", World Wide Web, pp.1-20 (2022) https://doi.org/10.1007/s11280-021-00996-y (SCIE, I.F- 2.76)

(13)  S. Anand, Rahul, A. Mallik, S. Kumar, "Integrating Node Centralities, Similarity Measures, and Machine Learning Classifiers for Link Prediction", Multimedia Tools and Applications, (2022) https://doi.org/10.1007/s11042-022-12854-8 (SCIE, I.F: 2.75)

(14) S.  Kumar,  A. Panda,   Identifying influential nodes in weighted complex networks using an improved WVoteRank approach, Applied Intelligence, 52, 1838–1852 (2022), https://doi.org/10.1007/s10489-021-02403-5 (SCI, I.F- 5.086)

(15) S. Kumar, L. Singhla, K. Jindal, K. Grover,   B.S. Panda,  IM-ELPR: Influence maximization in social networks using label propagation based community structure. Applied Intelligence, 51, 7647–7665 (2021) https://doi.org/10.1007/s10489-021-02266-w  (SCI, I.F- 5.086)

(16) S. Kumar,  D. Lohia, D. Pratap, B.S. Panda, MDER: modified degree with exclusion ratio algorithm for influence maximisation in social networks, Computing, 2021, pp.1-15, https://doi.org/10.1007/s00607-021-00960-8, (SCI, I.F.- 2.2)

(17) S. Kumar,  M. Saini, M. Goel, B.S. Panda,  Modeling information diffusion in online social networks using a modified forest-fire model. Journal of intelligent information systems, 56(2), 355-377(2021). https://doi.org/10.1007/s10844-020-00623-8 (SCIE, I.F- 1.88)

(18) A. Bhowmik, S. Kumar, N. Bhat,  Evolution of automatic visual description techniques-a methodological survey. Multimedia Tools and Applications,  80, 28015–28059 (2021), https://doi.org/10.1007/s11042-021-10964-3 (SCIE, I.F- 2.75)

(19) S. Kumar, B.S. Panda,  D.Aggarwal, Community detection in complex networks using network embedding and gravitational search algorithm. Journal of Intelligent Information Systems, 57, 51–72 (2021)  https://doi.org/10.1007/s10844-020-00625-6 (SCIE, I.F- 1.88)

 (20) S.  Kumar,  B.S. Panda,  Identifying influential nodes in Social Networks: Neighborhood Coreness based voting approach. Physica A: Statistical Mechanics and its Applications, 553, 2020, p.124215 .https://doi.org/10.1016/j.physa.2020.124215 (SCIE, I.F- 3.263)

 
Conference Publications:-

1.  Sanjay Kumar, and Manish Kumar "Predicting Customer Churn Using Artificial Neural Network." In 20thInternational Conference on Engineering Applications of Neural Networks, pp. 299-306. Springer, Cham, 2019. Crete, Greece.

2. Arka Bhowmik, Sanjay Kumar, and Neeraj Bhat. "Eye Disease Prediction from Optical Coherence Tomography Images with Transfer Learning." In 20thInternational Conference on Engineering Applications of Neural Networks, pp. 104-114. Springer, Cham, 2019. Crete, Greece.

3. Sarthak Katyal, Sanjay Kumar, Ronak Sakhuja, and Samarth Gupta. "Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO." In 2018 12th International Conference on Sensing Technology (ICST), pp. 154-159. IEEE, 2018. University of Limerick, Limerick, Ireland.

4. Sanjay Kumar, Stuti Pandey,  Ria Gupta, “Evaluation and Customization of Community Detection Algorithms in Large Social Networks”, IEEE Sponsored 2nd International Conference on Computing  Methodologies and Communication (ICCMC 2018), Erode, Tamil Nadu, India.

5.  Sanjay Kumar, “Securing Data at rest using Hill Cipher and XOR-based operations”, IEEE Sponsored 2nd International Conference on Electronics, Communication, and Aerospace Technology (ICECA2018), Coimbatore, India.

6. Sanjay Kumar, Manish Kumar  ”A study on the Image Detection using Convolution Neural Network and Tensor Flow  ”, IEEE Sponsored  International Conference on Inventive Research in Computing Applications (ICIRCA 2018), Coimbatore, India.

7. Sanjay Kumar, Sarthak Katyal” Effective Analysis and Diagnosis of Liver Disorder by Data Mining”, IEEE Sponsored International Conference on Inventive Research in Computing Applications (ICIRCA 2018), Coimbatore, India.

8. Sanjay Kumar, Ankit Panda, Sanidhya Choudhary “Vital user classification in wiki-talk dataset using centralities in Temporal graph” International Conference on Discrete Mathematics and its Application to Network Science(ICDMANS 2018), BITS Pilani, K K Birla Goa Campus

 

Rersearch Guidance:- 

Ph.D. (Ongoing)

1.  Ms. Diksha Kurchaniya, Topic:- Developement of Deep Learning based Framework for Activity Recognition

2. Ms. Fatima Ziya, Topic- Developement of Link Prediction Model in Social Networks

3. Ms. Anukriti Kaushal, (Co-supervision with Dr. Rajeev Kumar) Topic-  Development of Intelligent Image-Forensics Strategies

4. Ms. Shristi Achari,  (Co-supervision with Dr. Rohit Beinwal), Topic- TBD

5. Ms. Shreya Shukla, Topic- TBD

Work Experience:

1. Nov 2016- To date,

      Assistant Professor,

      Department of Computer Science and Engineering,

      Delhi Technological University,  Delhi -110042

2. May ,2011- Nov,2016

     Scientist B,

     National Informatics Centre(NIC), Ministry of Electronics and Information Technology,

    Government of India, Delhi-110003.

3. Jul 2009- May 2011

     Assistant Professor,

     Department of Computer Science and Engineering,

     KIIT University,

     Bhubaneswar, Odisha-751024

   

 

Last Updated : 2024-09-25 05:49:48