Teaching Faculties
Dr. Ganpat Singh Chauhan
Assistant Professor (Selection Grade) Department of Information Technology
- ganpat.chauhan@jaipur.manipal.edu
- 9829576701
- PHD, MNIT JAIPUR, 2022
- M.Tech.(CSE) , RAJASTHAN TECHNICAL UNIVERSITY KOTA, 2014
- B.E. (CSE) , UNIVERSITY OF RAJASTHAN, 2006
- Polytechnic Diploma (CSE) Board of Technical Education Jodhpur 2003
- Natural Language Processing
- Machine Learning
- Database Management Systems
- Data Structures and Algorithms
- Visvesvaraya Ph.D. Scholarship from Ministry of Electronics & IT, Government of India (2018)
- IEEE Best paper Award at ISCON-2014.
- Sun Ceritified Java Developer (SCJP) and ECQ Developer, Huawei Technology
- Nucleus Member of Atal Incubation Centre
- Time Table Coordinator
- Department Labs Coordinator
- NBA Criteria 6 Coordinator
- Class Coordinator (IT-VIII-E)
- Course Coordinator
- G. S. Chauhan, R. Nahta, Y. K. Meena, and D. Gopalani, " Aspect based sentiment analysis using deep learning approaches: A survey, " Computer Science Review, Vol. 49, 100576, August 2023, https://doi.org/10.1016/j.cosrev.2023.100576.
- G. S. Chauhan, R. Nahta, Y. K. Meena, and D. Gopalani, " A two-step hybrid unsupervised model with attention mechanism for aspect extraction, " Expert Systems with Applications, Vol. 161, 113673, December 2020, https://doi.org/10.1016/j.eswa.2020.113673.
- G. S. Chauhan, R. Nahta, Y. K. Meena, and D. Gopalani, " A mixed unsupervised method for aspect extraction using BERT, " Multimedia Tools and Applications, Vol. 81, pp. 31881-31906, April 2022, https://doi.org/10.1007/s11042-022-13023-7.
- G. S. Chauhan, R. Nahta, Y. K. Meena, and D. Gopalani, " A hybrid neural variational CF-NADE for collaborative filtering using abstraction and generation, " Expert Systems with Applications, Vol. 179, 115047, October 2021, https://doi.org/10.1016/j.eswa.2021.115047.
- G. S. Chauhan, R. Nahta, Y. K. Meena, and D. Gopalani, " Embedding metadata using deep collaborative filtering to address the cold start problem for the rating prediction task, " Multimedia Tools and Applications, Vol. 80, 12, pp. 18553-18581, February 2021, https://doi.org/10.1007/s11042-021-10529-4.
- Ganpat Singh Chauhan, Akash Saxena, Ravi Nahta, Yogesh Kumar Meena, Hierarchical Attention for Aspect Extraction using LSTM in Fine-Grained Sentiment Analysis and Evaluation, Applied Soft Computing, Vol 167, 2024, DOI: https://doi.org/10.1016/j.asoc.2024.112408
