Publications

1. 🆕Anupama Jawale, Ruta Prabhu, Amiya Kumar Tripathy, (2025), "A Causal Machine Learning Approach for Investigating Learners’ Mental States through Electroencephalography (EEG)", AI, Brain and Child, The Springer journal of educational neuroscience (Scopus).

2. 🆕Anupama Jawale, Amiya Kumar Tripathy, Multifaceted sensor-based approach for road quality assessment in the Indian road scenario, Journal of Road Engineering, 2025, ISSN 2097-0498, https://doi.org/10.1016/j.jreng.2024.12.010. (https://www.sciencedirect.com/science/article/pii/S2097049825000393) (Scopus)

3. Jawale, A., & Magar, G. (2025). Custom Nonlinear Activation Functions For Pothole And Speed Bump Image Classification Using Convolutional Neural Networks. NED University Journal of Research, 22(1–2), 65–82. (Scopus)

4. Jawale, A., & Tripathy, A. K. (2025). Measuring the accuracy of time series reduction methods based on modified dynamic time warping distance calculations. International Journal of Systematic Innovation, 9(2). (Scopus)

5. Jawale, A., Prabhu, R., & Tripathy, A. K. (2025). A Causal Machine Learning Approach for Investigating Learners’ Mental States through Electroencephalography (EEG). (Preprint)

6. Natarajan, S. K., & Jawale, A. (2024). Sealed Bid Auction via Blockchain-Ethereum using Finance Intermediary. Authorea Preprints.

7. AI-Driven Zero-Shot Learning for Personalized Student Course Recommendations,  April 2025 International Journal of Research Publication and Reviews 6(4):5698-5703 DOI: 10.55248/gengpi.6.0425.14113

8. Gawde Aryan, J. A. (2024). Ethical Considerations In Algorithmic Trading: Recent Developments, Challenges, And The Path Forward. International Journal of Creative Research Thoughts (IJCRT), 12(12), 91–105.

9. Haya Jafri, A. J., Shreyash Kanojiya, Hiloni Sanghavi. (2024). A Comprehensive Methodology for Analysing Options Trading: Utilizing Historical Data and the Black-Scholes Model. International Journal for Research in Applied Science & Engineering Technology (IJRASET), 12(Issue IX), 282–287.

10. Jawale, A., & Magar, G. (2023b). MFCC Delta–Delta Energy Feature Extraction for Clustering of Road Surface Types. International Journal of Pavement Research and Technology, 16(3), 631–646. (Scopus)

11. Jawale, A., & Magar, G. (2022b). Time Series Similarity Search Methods for Sensor Data. Automatic Control and Computer Sciences, 56(2), 120–129. (Scopus)

12. JANI, P., SRIVASTAVA, A., & JAWALE, A. (2022). Real-life Application of a Decentralized System PARTHIV JANI1, ASHMIT SRIVASTAVA2, ANUPAMA JAWALE3.

13. Jawale, A., & Magar, G. (2021). Study of feature extraction techniques for sensor data classification. International Journal of Information Communication Technologies and Human Development (IJICTHD), 13(1), 33–46. (UGC Care)

14. Khushbu Tolani, A. J. (2021). STUDY OF AZURE CHAT BOTS SERVICES. International Research Journal of Modernization in Engineering Technology and Science, 3(6).

15. Parikh, J., & Jawale, A. (n.d.). Comparison of Web Service Techniques for Internet Communication.

16. Jawale, A. (2019). Comparison of image classification techniques: Binary and multiclass using convolutional neural network and support vector machines. INFOCOMP Journal of Computer Science, 18(2), 28–35. (UGC Care)

17. Jawale, A., & Magar, G. (2019). Survey of Clustering Methods for Large Scale Dataset. Int. J. Comput. Sci. Eng, 7, 1338–1344. (UGC Care)

1. Published a Book Chapter titled "Ant Colony Optimization and Grey Wolf Optimization - A Comparative Study for Healthcare Resource Allocation During COVID-19 Across States in India " in Applied Machine Learning in Healthcare Case-Based Approach, Routledge , Taylor and Francis Group ISBN 9781032765945 

2. Published a book on IT in Business Management, TechMax Publication 978-93-87235-26-7

3. Published a book on Asp.Net with C# Practical, Sheth Publication 978-93-5149-582-6

4. Published a Book Chapter titled “IoT in Day-to-Day Life: Vehicle Body Fatigue Analysis,” in Modeling, Simulation, and Control of AI Robotics and Autonomous Systems, IGI-Global, 2024. [Online]. Available: 10.4018/979-8-3693-1962-8.ch005 (Scopus)

5. Published a Book Chapter titled “SKILL INDIA: A Catalyst to Nation Building with Technology” in Edited Book by Empyreal Publishing House ISBN : 978-81-946373-4-9

1. 🆕Varun Sunil Guwal; Reeba Khan; Anupama Jawale; Taher Kezar Jhalodwala; Shaad Abid Qureshi; Aditya Ojha., "Building Trust in Transformers with a Shap-Based Approach for Explaining Ai Decisions," 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom), Delhi, India, 2025, pp. 1-6, doi: 10.23919/INDIACom66777.2025.11115248

2. 🆕P. Bari, G. Bedi, K. Joshi, A. Jawale and N. Kushe, "Sarcasm Detection using Bert Embeddings and Hybrid LSTM-CNN Architecture," 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom), Delhi, India, 2025, pp. 1-7, doi: 10.23919/INDIACom66777.2025.11115484. 

3. Balsara, D., Mandliya, J., Jawale, A., & Prabhu, R. (2024). Exploring the Causal Dynamics of Covariates on Emotional Responses: Implications for Psychology and Human-Computer Interaction. 2024 5th International Conference for Emerging Technology (INCET), 1–6. https://doi.org/10.1109/INCET61516.2024.10592981

4. Broker, J., Shah, K., Shah, H., Jawale, A., & Prabhu, R. (2024). Optimizing Emotion Classification from EEG Signals: A Comparative Analysis of Optimization Techniques on the DEAP Dataset. International Conference on Computing for Sustainable Global Development (INDIACom). https://doi.org/10.23919/INDIACom61295.2024.10498633

5. Jawale, A., & Magar, G. (n.d.). Performance Benchmarking of Iterative Dichotomiser 3 (ID3) Using Clustering-Based Discretization. Intelligent Systems: Proceedings of 4th International Conference on Machine Learning, IoT and Big Data (ICMIB 2024), Volume 2, 15. https://doi.org/10.1007/978-981-97-8160-7_2 

6. Jawale, A., & Magar, G. (2022a). Highlighting Prominent Features for Size Reduction in Time Series Data using Clustering Techniques. 2022 IEEE Bombay Section Signature Conference (IBSSC), 1–6. https://doi.org/10.1109/IBSSC56953.2022.10037499

7. Jawale, A., & Magar, G. (2023a). Analysis of Variable Importance Measurement Techniques for Classification of Road Surfaces. First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022), 521–537.

8. Rodrigues, S., Ruzario, C., Pereira, C., Tripathy, A. K., & Jawale, A. (2024). DSS for Hate Speech Detection. Nav Manthan, 11(1), 109–121.

9. Peshimam H, Prabhu R, Jawale, A., & Magar, G. (2024). Optimizing GRU Networks for Air Quality Forecasting: A Hybrid Approach Using Ant Colony Optimization and Random Forest, International Conference on Climate Change, organized by SNDT University and City University of New York, Chandrapur.

10. Presented a paper at National Conference on Advanced Research in Computer Science and Information Technology” titled “Survey of Geo-tagged Image Metadata Retrieval and Visualization Technique using R”

11. Published and presented paper at National Symposium held at S.K. Somaiya College titled Innovative use of ICT through mobile phones and tablets : Quantitative analysis of Academics usage pattern of under graduate students”

12.  Published and presented paper at International Conference held at Public Night College on the topic of “Emerging BFSI in in Education : A new model of modular structured business oriented course structure”

13. Paper Presentation on “Designing generalized questionnaire for information envelop “ at National Conference on Information Integrity Research, Education and Technology at Marathwada Mitra Mandals College of Engineering Pune joint with Institute of Management Education, Sahibabad , Uttar Pradesh

Copyright- Dataset Application 

Patents - 3 in pipeline

Case Study: Krishnamoorthy, B., & Jawale, A. (2024). An Entrepreneurial Venture—Astamudi Homestay. In Https://casecent.re/p/202008 (Issue https://casecent.re/p/202008).