Publications:

International Journals

1. Sumedha Seniaray, Rajni Jindal, "Performance Analysis of Anomaly-based Network Intrusion Detection using Feature Selection and Machine Learning Techniques," Wireless Personal Communications, 138, 2321-2351, 2024.
2. Trasha Gupta, Vidhan Garg, Sarika Kaushal, Sumedha Seniaray, "Facial Expression Analysis using Multi-label Classification," International Journal of Experimental Research and Review, 41(Spl Vol), 217–226, 2024.
3. Ravindra Singh, Sumedha Seniaray, Prateek Saxena, "A framework for the improvement of frugal design practices," Designs, 4(3), 37, 2020.

Book Chapters

1. Ravindra Singh, Sumedha Seniaray, Partha Pratim Das, "Role of IoT in Universal Design," In: Hussain, C.M., Di Sia, P. (eds) Handbook of Smart Materials, Technologies, and Devices: Applications, Springer, Cham, 2022.

International Conferences - Attended/ Paper Presented

1. Sumedha Seniaray, Rajni Jindal, "Real-time Network Intrusion Detection using Hybrid Incremental Learning Approach," 8th International Conference on Innovative Computing and Communication (ICICC-2025), New Delhi, India, 2025. 
2. Lakshay Saini, Prachi Verma, S. Seniaray, "The sentiment analysis and emotion detection of COVID-19 online education tweets using ML techniques," AIP Conference Proceedings, International Conference on Intelligent and Smart Computation (ICIASC-2023), vol. 3072(1), Mohali, India, 2023.
3. Tanishka Singh, Yash Goel, Tanush Yadav, Sumedha Seniaray, "Performance Analysis of ELA-CNN model for Image Forgery Detection," 4th International Conference for Emerging Technology (INCET 2023), Belgaum, 2023.
4. A. Dhyani, A. Bansal, A. Jain, S. Seniaray, "Credit Card Fraud Detection Using Machine Learning and Incremental Learning," Mahapatra, R.P., Peddoju, S.K., Roy, S., Parwekar, P. (eds) Proceedings of International Conference on Recent Trends in Computing. Lecture Notes in Networks and Systems, vol 600. Springer, Singapore, 2023.
5. Sumedha Seniaray, Trasha Gupta, Payal, Ravindra Singh, "Emotion Recognition for Individuals with Autism," Kurosu, M. (eds) Human-Computer Interaction. Technological Innovation. HCII 2022. Lecture Notes in Computer Science, vol 13303. Springer, Cham, 2022.
6. Animesh Upreti, Ansh Agrawal, Jai Kumar Joshi, Sumedha Seniaray, " Quantitative study of candlestick pattern & identifying candlestick patterns using deep learning for the Indian stock market," 2022.
7. Farheen Ajaz, Prince, Sumedha Seniaray, "Sentiment classification and analysis of twitter data on distance learning using ML classifiers", 2022.
8. Kunnal Jaluthria, Sumedha Seniaray "Sentiment Analysis of Twitter Data using Machine Learning Algorithm," International Conference on Computing and Applied Engineering (ICCAE-2021), Goa, India, 2021.
9. Urmita Sharma, Sumedha Seniaray, "Stock Prediction and Forecasting using Stacked LSTM-Recurrent Neural Network Model," International Conference on Computing and Applied Engineering (ICCAE-2021), Goa, India, 2021.
10. Sumedha Seniaray, Rajni Jindal, "Machine Learning-Based Network Intrusion Detection System," Smys, S., Bestak, R., Palanisamy, R., Kotuliak, I. (eds) Computer Networks and Inventive Communication Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol 75. Springer, Singapore, 2021.
11. Sadhvi Mehra, Sumedha Seniaray, "An Analysis on Abrupt Fall of Indian Stock Markets," 2021 International Conference on Information Technology (ICIT), Amman, Jordan, 2021.
12. Vaibhav Kumar, Shubham Pasari, Vallabh Pravin Patil, Sumedha Seniaray, "Machine Learning based Language Modelling of Code Switched Data," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020.
13. Sumedha Seniaray, Trasha Gupta, "Music is the Shorthand of Emotion," International Conference on Recent Advances in Pure and Applied Mathematics (ICRAPAM2018), New Delhi, India, 2018.
14. Sumedha Seniaray, Nidhi Jain, "Big Data Fusion for Structured, Semi-structured and Unstructured Data," Proceedings of the 12th INDIACom; INDIACom-2018, 5th International Conference on “Computing for Sustainable Global Development, New Delhi, India, 2018.