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Mukesh Patel School of Technology Management and Engineering
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SM Handles:
Educational Qualification (highest):
  • PhD (Computer Science And Engineering)
  • M. Tech (Information Technology)
  • B.E (Information Technology)

Area of Research: Natural Language Processing, Data Mining, Wireless networks

Department: Computer Engineering

Basic Information:
  • Email Id: archana.nanade@nmims.edu
  • Landline: 110514
  • Desk Location: 4th Floor, 402 Faculty Area
About (Awards, Patents, Committees):
Awards:
  1. Judged “Toycathon 2021”, a national level competition, organized by Ministry of Education’s Innovation Cell. AICTE
  2. Mentor for Team SyncX which stood 1st runner up for Smart India Hackathon 2018

Patents

  1. Australian Patent Application: Patent Number: AU2020102342A4, Archana Nanade et.al “A home aquarium monitoring system” applied on 19-09-2020, Approved and granted on 29-10-2020

Copywrite

  1. Copywrite no: 10661/2021‐CO/L, Archana Nanade et.al “Classification of Facial Expression using CNN” dated 05-05-2021
Publications:

Journals

  1. N. . Arun Kumar, Ashutosh Gupta, Arvind Sharma, “Strengthening Fake News Detection: A Resilient Model with TweetTruth”, Int J Intell Syst Appl Eng, vol. 12, no. 3, pp. 2335–2342, Mar. 2024.
  2. Kanani, P. ., Saini, J. R. ., Sankhe, D. ., Patil, D. ., Pandya, G. ., Nanade, A. . and Shah, B. . (2024) “Assessing AODV Protocol Suitability for Collision Avoidance Systems”, International Journal of Intelligent Systems and Applications in          Engineering,          12(10s),                    644          –.                            Available                            at: https://ijisae.org/index.php/IJISAE/article/view/4466 (Accessed: 24 April 2024).
  3. Nanade, and Kumar, A., 2024. Combating Fake News on Twitter: A Machine Learning Approach for Detection and Classification of Fake Tweets. International Journal of Intelligent Systems and Applications in Engineering, 12(1), pp.424-436.
  4. Kanani, P., Vartak, P., Dabre, K. et al. Lightweight multi-level authentication scheme for secured data transmission in IoT-Fog context. J Comb Optim 45, 59 (2023). https://doi.org/10.1007/s10878-023-00987-x
  5. Nanade, S., & Nanade, A. (2023). INTERNET OF THINGS (IoT) AND ITS IMPORTANT ROLE IN THE PROGRESS OF EDUCATION. Journal of Namibian Studies, 34.
  6. Combating against Toxicity using NLP and Deep Learning Models, International Journal of Innovative Research in Technology , ISSN: 2349-6002, Volume: 10, Issue: 1, PageNo: 1493-1511

Conferences

  1. Singh, R. Shah, Y. Oza, D. Shah, A. Nanade and A. Kolhe, “Closing Price Prediction for the NIFTY 50 Index: A Univariate Analysis using Machine Learning and Deep Learning Techniques,” 2024 First International Conference on Software, Systems and Information Technology (SSITCON), Tumkur, India, 2024, pp. 1-7, doi: 10.1109/SSITCON62437.2024.10796504.
  2. Kini, V. Kamath, T. Kelkar, P. Kanikar, A. Nanade and A. Kolhe, “Advances in Multi-Style and Real-Time Transfer,” 2024 First International Conference on Software, Systems and Information Technology (SSITCON), Tumkur, India, 2024, pp. 1-6, doi: 10.1109/SSITCON62437.2024.10796439.
  3. Borade, S., Kadu, S., Irani, A., Nanade, A. (2024). Automated Classification of Musical Genres: A Machine Learning Approach with Random Forest and Feature Engineering. In: Pundir, A.K.S., Yadav, A., Das, S. (eds) Recent Trends in Communication and Intelligent Systems. ICRTCIS 2024. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-97-7632-0_7
  4. Mody, P., Singh, A., Sejpal, P., Singh, A., Nanade, A. (2025). SmartAgro: Precision Yield Prediction, Crop Insights, and Real-Time Dashboard. In: T., S., L., D., Rajesh, S. (eds) Intelligent Systems in Computing and Communication. ISCComm 2023. Communications in Computer and Information Science, vol 2231. Springer, Cham. https://doi.org/10.1007/978-3-031-75605-4_4
  5. Kelkar, Y. Mehta, V. Khatadia, A. Haraniya, A. Nanade and M. Reddy, “Examining Different Machine Learning Approaches for Predicting Diabetes in the Early Stages,” 2024 Asia Pacific Conference on Innovation in Technology (APCIT), MYSORE, India, 2024, pp. 1-8, doi: 10.1109/APCIT62007.2024.10673680
  7. A. Siganporia, M. Varia, U. Gorimar and A. Nanade, “Privacy-Enhanced Federated Learning for Rare Genetic Disorder Classification with EHR,” 2023 Global Conference on Information Technologies and Communications (GCITC), Bangalore, India, 2023, pp. 1-8, doi: 10.1109/GCITC60406.2023.10426518.
  8. S. Patel, D. Sanghavi and A. Nanade, “Modernizing Data Processing: CNNs and OCR for Automated Document Classification and Data Extraction,” 2023 Global Conference on Information Technologies and Communications (GCITC), Bangalore, India, 2023, pp. 1-8, doi: 10.1109/GCITC60406.2023.10426541.
  9. A. Shinde, M. Motiramani, P. Soni and A. Nanade, “Data-Driven Approach for Predictive Maintenance of Metro System,” 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE), Ballari, India, 2023, pp. 1-8, doi: 10.1109/AIKIIE60097.2023.10390300.
  10. Mehta, Yash and Pradeep, Prithvi and Modak, Aaqil and Rudra, Avneesh and Nanade, Archana, Integrating a Blockchain-based Dark Web in the Metaverse (September 22, 2023). Available at SSRN: https://ssrn.com/abstract=4579638 or http://dx.doi.org/10.2139/ssrn.4579638
  11. Gandhi, H., Bachwani, R., Nanade, A. (2023). Detecting Toxic Comments Using FastText, CNN, and LSTM Models. In: Singh, M., Tyagi, V., Gupta, P., Flusser, J., Ören, T. (eds) Advances in Computing and Data Sciences. ICACDS 2023. Communications in Computer and Information Science, vol 1848. Springer, Cham. https://doi.org/10.1007/978-3-031-37940-6_20
  12. Shah, D.R., Dhawan, D.A., Nanade, A. (2023). A Novel Approach for Post Recovery Comorbidity Prediction Using Knowledge Graphs Approach. In: Ranganathan, G., Fernando, X., Piramuthu, S. (eds) Soft Computing for Security Applications. Advances in Intelligent Systems and Computing, vol 1428. Springer, Singapore. https://doi.org/10.1007/978-981-19-3590-9_31
  13. Prashant Shah, D., Munesh Patel, S., Vinay Tailor, J., Rajiv Kumar Bhagat, S., Nanade, A. (2023). Context-Based Vulnerability Risk Scoring and Prioritization. In: Gupta, D., Khanna, A., Bhattacharyya, S., Hassanien, A.E., Anand, S., Jaiswal, A. (eds) International Conference on Innovative Computing and Communications. Lecture Notes in Networks and Systems, vol 473. Springer, Singapore. https://doi.org/10.1007/978-981-19-2821-5_58
  14. D. Goragandhi, J. Shah, V. Doshi and A. Nanade, “The Application of Blockchain as a Distributed Ledger and Smart Contract for Property Registration,” 2021 International Conference on Disruptive Technologies for Multi-Disciplinary Research and Applications (CENTCON), Bengaluru, India, 2021, pp. 152-157, doi: 10.1109/CENTCON52345.2021.9687997.
  15. Nanade, Archana and Bhatnagar, Divya and Kumar, Arun, A Survey on Information Retrieval System for Authenticating a Tweet (March 14, 2019). Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur – India, February 26-28, 2019, Available at SSRN: https://ssrn.com/abstract=3352356 or http://dx.doi.org/10.2139/ssrn.3352356
  16. Ganiga, R., Maurya, R. and Nanade, A., 2017. Accident detection system using Piezo Disk Sensor. Int. J. Sci., Eng. Technol. Res.(IJSETR), 6(3).
  17. S. Vhatkar, A. Nanade and M. Atique, “Performance evaluation and QoS analysis of PDCH and MBC routing protocols in wireless sensor networks,” 2017 Fourteenth International Conference on Wireless and Optical Communications Networks (WOCN), Mumbai, India, 2017, pp. 1-5, doi: 10.1109/WOCN.2017.8065844.
  18. Archana Nanade, Dr. Amit Jain, Dr. Prateek Srivastava, Shweta Lalwani Hod. (2020). Machine Learning Based Fake News Detection Using Natural Language Processing . International Journal of Advanced Science and Technology, 29(08), 5988 – 6003. Retrieved from http://sersc.org/journals/index.php/IJAST/article/view/33611
  19. Vhatkar, A. Nanade and M. Atique, “Performance evaluation and QoS analysis of PDCH and MBC routing protocols in wireless sensor networks,” 2017 Fourteenth International Conference on Wireless and Optical Communications Networks (WOCN), 2017, pp. 1-5, doi: 10.1109/WOCN.2017.8065844.
  20. Janjalkar, V., Mulik, S., & Nanade, A. (2016). Authentication Scheme For Session Password Using Play-Fair Cipher. International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), 5(3).
  21. Nanade, A., Vhatkar, S., & Atique, M. (2016). Comparative study of MBC and Hierarchical Routing Protocol. International Conference & Workshop on Electronics & Telecommunication Engineering (ICWET 2016). https://doi.org/10.1049/cp.2016.1125
  22. Nanade, Archana and Bhatnagar, Divya and Kumar, Arun, A Survey on Information Retrieval System for Authenticating a Tweet (March 14, 2019). Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur – India, February 26-28, 2019, Available at SSRN: https://ssrn.com/abstract=3352356 or http://dx.doi.org/10.2139/ssrn.3352356
  23. Vhatkar, S., Nanade, A., & Atique, M. (2016). Mobility Based Routing Protocol: A Survey. International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), 5(10)