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Dr. Sonakshi Vij

Assistant Professor
B. Tech, GGSIPU, Delhi
M. Tech, GGSIPU, Delhi
Ph. D, IGDTUW, Delhi

Area of Specialization

Artificial Intelligence, Natural Language Processing

Dr. Sonakshi Vij, Assistant Professor at VSE&T, has earned her Ph.D in Computer Science Engineering from Indira Gandhi Delhi Technical University for Women. She obtained her Master’s in Information Security from AICTR (now NSUT-East Campus) and Bachelor’s in Computer Science Engineering from BPIT, GGSIPU. Dr. Vij has a comprehensive experience of 4 years. She has multiple publications in the area of Artificial Intelligence, Natural Language Processing, Machine Learning, Data Science, and Information Security. She has been awarded the ‘Premier Research Excellence Award’ by IGDTUW and is a member of the IAENG Society for Artificial Intelligence, Computer Science, Data Mining, Scientific Computing, and Software Engin

Journals:

  • Vij, S., Jain, A., Tayal, D., & Castillo, O. (2018). Fuzzy logic for inculcating significance of semantic relations in word sense disambiguation using a WordNet graph. International journal of fuzzy systems, 20(2), 444-459.
  • Vij, S., Tayal, D., & Jain, A. (2020). A machine learning approach for automated evaluation of short answers using text similarity based on WordNet graphs. Wireless Personal Communications, 111(2), 1271-1282.
  • Vij, S., Jain, A., Tayal, D., & Castillo, O. (2020). Scientometric inspection of research progression in hesitant fuzzy sets. Journal of Intelligent & Fuzzy Systems, 38(1), 619-626.
  • Jain, A., Yadav, S., Vij, S., Kumar, Y., & Tayal, D. K. (2020). A novel self-organizing approach to automatic traffic light management system for road traffic network. Wireless Personal Communications, 110(3), 1303-1321.
  • Vij, S., Jain, A., & Tayal, D. (2019). Performing opinion mining and analytical study for cashless transactions. International Journal of Forensic Software Engineering, 1(1), 21-31.
  • Jain, A., Vij, S., & Castillo, O. (2019). Hindi query expansion based on semantic importance of Hindi WordNet relations and fuzzy graph connectivity measures. Computación y Sistemas, 23(4), 1337-1355.
  • Vij, S., Jain, A., Tayal, D., & Castillo, O. (2018). An analytical insight to investigate the research patterns in the realm of type-2 fuzzy logic. Journal of Automation Mobile Robotics and Intelligent Systems, 12.
  • Gupta, A., Taneja, S. B., Malik, G., Vij, S., Tayal, D. K., & Jain, A. (2019). SLANGZY: A fuzzy logic-based algorithm for English slang meaning Selection. Progress in Artificial Intelligence, 8(1), 111-121.
  • Jain, A., Tayal, D. K., & Vij, S. (2017). A Semi-Supervised Graph-based Algorithm for Word Sense Disambiguation. Global Journal of Enterprise Information System, 8(2), 13-19.

Conferences:

  • Vij, S., Jain, A., & Tayal, D. (2020). A Genetic Algorithm Based Approach for Word Sense Disambiguation Using Fuzzy WordNet Graphs. In Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications (pp. 693-701). Springer, Cham.
  • Khari, M., Kumar, M., Vij, S., & Pandey, P. (2016, March). Smart Cities: A Secure Data Transmission Model. In Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies (pp. 1-5).
  • Vij, S., & Jain, A. (2016, March). 5G: Evolution of a secure mobile technology. In 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 2192-2196). IEEE.
  • Vij, S., & Jain, A. (2016, March). Smartphone nabbing: Analysis of intrusion detection and prevention systems. In 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 2209-2214). IEEE.
  • Vij, S., Tayal, D. K., & Jain, A. (2016, March). Word sense disambiguation using fuzzy semantic relations. In 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 2197-2202). IEEE.
  • Malik, G., Vij, S., Tayal, D., & Jain, A. (2019). E-alive: An Integrated Platform Based on Machine Learning Techniques to Aware and Educate Common People with the Current Statistics of Maternal and Child Health Care. In Data Science and Big Data Analytics (pp. 29-42). Springer, Singapore.
  • Jain, A., Vij, S., & Tayal, D. K. (2019). Text summarization using wordnet graph based sentence ranking. In Proceedings of 2nd International Conference on Communication, Computing and Networking (pp. 711-715). Springer, Singapore.
  • Vij, S. (2019, April). Humour Agent Detection in Puns. In 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU) (pp. 1-6). IEEE.
  • Vii, S., Tayal, D., & Jain, A. (2019, April). A fuzzy WordNet graph based approach to find key terms for students short answer evaluation. In 2019 4th international conference on internet of things: Smart innovation and usages (IoT-SIU) (pp. 1-6). IEEE.