Dr. Sakshi Gupta

Education

• Ph.D. (Thesis Title: Effective Techniques for Influence Maximization in Static and Dynamic Online Social Networks) from Jaypee Institute of Information Technology in July 2021. http://hdl.handle.net/10603/336306
• M.Tech.(Computer Science and Engineering with Specialization in Information Security), July 2010 – May 2012 from Indraprastha Institute of Information Technology, Delhi.
• B.Tech.(Computer Science and Engineering), Aug 2006 - June 2010 from Rajasthan Technical University, Kota.

Biography

During my teaching career, I have taught subjects like Data Structures, Introduction to C/C++, Algorithms, Software engineering, Recent advances in Software engineering, Software architecture & design pattern, Information Retrieval & Data Mining, Operating System etc. I had supervised various projects at graduate and Post graduate levels. I have been actively participated in various conferences, faculty development programs and workshops. I have published various articles in reputed SCI/Scopus journals and conferences. I am reviewer of various international journals. I have been in organization committee of International Conference on Contemporary Computing (IC3) since 2014. Also, I have organized various Faculty Development Programs.

Interest Area(s)

• Data Analytics, Algorithms and Cryptography, Data Mining, Machine  Learning, Social Network Analysis etc.

Work Experience

Approximately 12+ Years in Academics

• Presently working as an Assistant Professor (Senior Grade)  in the Department of Computer Science & Information Technology at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, U.P. from Auguest 2021 to till date.
• Worked as an Assistant Professor in the Department of Computer Science & Information Technology at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, U.P. from March 2013 to July 2021.
• Worked as Assistant Professor in the Department of Computer Science at Sharda University, Greater Noida, U.P. from July 2012 to March 2013.

Research Contributions

Ph.D. Supervision
Ms. Shivali Tyagi (ongoing) Area:  Data Analytics 

Publications

Google Scholar Link:  https://scholar.google.co.in/citations?hl=en&user=SjAH3VMAAAAJ

Journals

• Saxena, N., Agarwal, S. & Sinha, A. COBAC: An Adaptive Transhipment Station Localization for Reducing IUU Fishing Practices. Wireless Pers Commun 135, 261–283 (2024). https://doi.org/10.1007/s11277-024-10974-y
• Agarwal, S. and Mehta, S., Online Behavior Balancing Model for Influence Maximization in Twitter, Recent Advances in Computer Science and Communications 2022; 15(8). (SCOPUS) (H Index: 14) https://dx.doi.org/10.2174/2666255813666201208122616
• Agarwal, S. and Mehta, S., “GNPA: A Hybrid Model for Social Influence Maximization in Dynamic Networks.” Multimedia Tools and Applications, (2022) Springer (SCOPUS, SCIE) (Impact Factor: 2.757, H Index: 70)https://doi.org/10.1007/s11042-021-11606-4
• Agarwal, S. and Mehta, S., “Effective Influence Estimation in Twitter using Temporal, Profile, Structural and Interaction Characteristics.” Information Processing and Management, 57(6): 102321, 2020, Elsevier (SCOPUS, SCIE) (Impact Factor: 7.4666, H Index: 104) https://doi.org/10.1016/j.ipm.2020.102321
• Agarwal, S. and Mehta, S., “Multi-perspective Elicitation of User Based Influential Parameters and Measures in Social Network.” International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8(8), pp. 2560-2571, 2019. (SCOPUS) https://www.ijitee.org/wp-content/uploads/papers/v8i8/H7075068819.pdf
• Agarwal, S. and Mehta, S. “Approximate Shortest Distance Computing Using k-Medoids Clustering.” Annals of Data Science, 4.4, pp. 547-564, 2017, Springer. (SCOPUS) (H Index: 17)  https://doi.org/10.1007/s40745-017-0119-y

Conferences

• Ankita Verma, Savita Singh, and Sakshi Gupta. 2023. A Fuzzified Approach for Overlapping Community Detection in Social Networks Based on Nodes Similarity. In Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing (IC3-2023). Association for Computing Machinery, New York, NY, USA, 706–710. https://doi.org/10.1145/3607947.3608086
• Gupta, S., Mehta, S. (2023). Policy Driven Epidemiological (PDE) Model for Prediction of COVID-19 in India. In: Sachdeva, S., Watanobe, Y., Bhalla, S. (eds) Big Data Analytics in Astronomy, Science, and Engineering. BDA 2022. Lecture Notes in Computer Science, vol 13830. Springer, Cham. https://doi.org/10.1007/978-3-031-28350-5_18
• Mehta, S., Gupta, S., Agarwal, R., Trivedi, S., Dubey, P. (2022). String Matching Based Framework for Online Hindi Question Answering System. In: Villazón-Terrazas, B., Ortiz-Rodriguez, F., Tiwari, S., Sicilia, MA., Martín-Moncunill, D. (eds) Knowledge Graphs and Semantic Web. KGSWC 2022. Communications in Computer and Information Science, vol 1686. Springer, Cham. https://doi.org/10.1007/978-3-031-21422-6_23
• Deep, P., Mittal, A., Pandey, E., Agarwal, S. (2021).Lexical, Pragmatic and Linguistic Feature Based Two-LevelSarcasm Detection Using Machine Learning Techniques.In: Tiwari, A., Ahuja, K., Yadav, A., Bansal, J.C., Deep, K.,Nagar, A.K. (eds) Soft Computing for Problem Solving.Advances in Intelligent Systems and Computing, vol 1393.Springer, Singapore. (H Index: 48) https://doi.org/10.1007/978-981-16-2712-5_55
• Agarwal, S. and Mehta, S., “GA with k-medoid approach for optimal seed selection to maximize social influence.” International Conference on Innovative Computing and Communications, pp. 97-106. Springer, Singapore, 2020. (SCOPUS) (H Index: 48) https://doi.org/10.1007/978-981-15-1286-5_9
• Agarwal, A., Pathak, S., Agarwal, S. (2020). M-N Hashing: Search Time Optimization with Collision Resolution Using Balanced Tree. In: Singh, P., Sood, S., Kumar, Y., Paprzycki, M., Pljonkin, A., Hong, WC. (eds) Futuristic Trends in Networks and Computing Technologies. FTNCT 2019. Communications in Computer and Information Science, vol 1206. Springer, Singapore. (SCOPUS) (H Index: 55)  https://doi.org/10.1007/978-981-15-4451-4_16
• S. Goel, S. Roshan, R. Tyagi and S. Agarwal, "Augur Justice: A Supervised Machine Learning Technique To Predict Outcomes Of Divorce Court Cases," 2019 Fifth International Conference on Image Information Processing (ICIIP), 2019, pp. 280-285, IEEE, (SCOPUS) (H Index: 2)  10.1109/ICIIP47207.2019.8985764
• Agarwal, Sakshi, and Shikha Mehta. "Social Influence Maximization Using Genetic Algorithm with Dynamic Probabilities." 2018 Eleventh International Conference on Contemporary Computing (IC3). IEEE, 2018. (SCOPUS) (H index: 21) 10.1109/IC3.2018.8530626
• Chawla, Shiven, and Sakshi Agarwal. "Fat time optimization protocol in cellular networks." 2014 Seventh International Conference on Contemporary Computing (IC3). IEEE, 2014. (SCOPUS) ( H index: 21) 10.1109/IC3.2014.6897150

Conferences/ Workshops Attended

Attended sixth International Conference on Contemporary Computing IC3- 2013 organized by Jaypee Institute of Information Technology, INDIA jointly with University of Florida, sponsored by IEEE Delhi.