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R&D ACTIVITIES

CSE (DATA SCIENCE) R&D ACTIVITIES 2024-25

Research Publications – Book Chapters

  • Manjula, L. Monish, L. V. Vedashree and D. Shivamma (2024), "Novel Approach for Brain Tumor Classification with CNN and MobileNet," 2024 7th International Conference on Contemporary Computing and Informatics (IC3I), Greater Noida, India, 2024, pp. 1241-1244, doi: 10.1109/IC3I61595.2024.10829144.
  • Ambeshwar Kumar; Manikandan Ramachandran; M. Manjula; Monika Agarwal; Pooja; Utku Köse (2024), "Security, Privacy, Trust, and Other Issues in Industries 4.0," in Topics in Artificial Intelligence Applied to Industry 4.0, Wiley, 2024, pp.223-237, doi: 1002/9781394216147.

Research Publications: Conference Papers

  • Al-Aboudy, W. H. M. Kurdi, U. Pavan. Kumar, Z. S. Abdulali, M. Ihsan and F. H. Alsalamy (2025), "Dynamic Mobility-Based Effective Load Balancing and QoS-Aware Network Selection in UAV Networks," 2024 Asian Conference on Communication and Networks (ASIANComNet), Bangkok, Thailand, 2024, pp. 1-7, doi: 10.1109/ASIANComNet63184.2024.1081106
  • S. Nixon, J. J. A. Celin, S. K. A, C. Ganesh, U. P. Kumar and D. Kumar (2025), "LoRaWAN Security Framework to Mitigate DoS Attacks at the Gateway Level using Machine Learning," 2024 IEEE Pune Section International Conference (PuneCon), Pune, India, 2024, pp. 1-3, doi: 10.1109/PuneCon63413.2024.10895108.
  • Shivamma D, M. M, S. B. Prasad, N. Vihari Konakalla, E. R. M and M. Khyrun Ali (2025), "Smart Wheelchair Navigation Using Gesture-Based Control and IoT," 2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bangalore, India, 2025, pp. 1-4, doi: 1109/IITCEE64140.2025.10915306
  • Monish, Shivamma D, S. K, V. G. S, S. P and N. S (2025), "Continuous Sign Language Recognition Using 3D Convolutional Neural Networks," 2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bangalore, India, 2025, pp. 1-5, doi: 10.1109/IITCEE64140.2025.10915224.

Books Publications:

Research Awards:

  • Gurudas V R(ENG17PPCS07) has been awarded the Ph.D. degree in the year 2024 from the Department of CSE for the Title: ”FUSION OF MORPHOLOGICAL AND TEXTURE FEATURES BASED ON THE PROPERTIES OF INTER AND INTRA GROUP VARIENCE FOR EARLY DETECTION OF BREAST CANCER” Under the Supervision of Dr. Shaila S G, Department of Computer Science and Engineering(Data Science), School of Engineering, Dayananda Sagar University.

CSE (DATA SCIENCE) R&D ACTIVITIES 2023-24

Research Publications – Journals

  • VR Gurudas, SG Shaila, A Vadivel (2024). “Morphological and Textural Data Fusion for Breast Cancer Classification Based on Inter and Intra group Variances”. International Journal of Intelligent Engineering & Systems (2024). https://doi.org/10.22266/ijies2024.0630.53.
  • Senthil Kumar, Selvaraj Kesavan, Ananda Kumar K, Nixon J, Senthil Kumar J, Godhandaraman T (2024). “A Novel approach for detection and Identification of Vehicles using Single Shot MultiBox Detector (SSD) and Real Time Analytics”. Educational Administration: Theory and Practice (2024). https://doi.org/10.53555/kuey.v30i6.5892.

Research Publications - Conference Papers

Patents:

  • Rajesh T M, Praveen Kulkarni, Shaila S G(2023). “CLASSIFIER DEVICE, SYSTEM, AND METHOD”

No: 202341013040.

  • Rajesh T M, Shaila S G. “SYSTEM AND METHOD OF CLASSIFYING EGG-CARRYING FISH”.

No: 202341013038.

Lavanya B Koppal, Rajesh T M, K B Vedhamurthy, Shaila S G. “A MOBILE BOT DEVICE FOR NURSING OF PLANT SAPLING”. No: 202341054051.

CSE (DATA SCIENCE) R&D ACTIVITIES 2022-23

Research Publications – Journals

  • Gurudas, V.R., Shaila S.G. & Vadivel, A. Breast Cancer Detection and Classification from Mammogram Images Using Multi-model Shape Features. SN COMPUT. SCI. 3, 404 (2022). https://doi.org/10.1007/s42979-022-01290-y
  • Shaila, S G, Vadivel, A. & Avani, S. "Emotion estimation from nose feature using pyramid structure" Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-14682-w
  • Prasanna, M.S.M., Shaila, S.G. & Vadivel, A. Polarity classification on twitter data for classifying sarcasm using clause pattern for sentiment analysis. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-14909-w

Research Publications - Conference Papers

  • Kumar Bhadra, A., Shaila S.G., Banga, M.K. (2022). Review on Sentiment Analysis and Polarity Classification of Sarcastic Sentences using Deep Learning in Social Media. In: Bhateja, V., Khin Wee, L., Lin, J.CW., Satapathy, S.C., Rajesh, T.M. (eds) Data Engineering and Intelligent Computing. Lecture Notes in Networks and Systems, vol 446. Springer, Singapore. https://doi.org/10.1007/978-981-19-1559-8_24
  • Shaila S.G. et al. (2022). Analysis and Prediction of Breast Cancer using Multi-model Classification Approach. In: Bhateja, V., Khin Wee, L., Lin, J.CW., Satapathy, S.C., Rajesh, T.M. (eds) Data Engineering and Intelligent Computing. Lecture Notes in Networks and Systems, vol 446. Springer, Singapore. https://doi.org/10.1007/978-981-19-1559-8_12
  • Shaila S.G., Gurudas, V.R., Hithyshi, K., Mahima, M., PoojaShree, H.R. (2022). CNN- LSTM- Based Deep Learning Model for Early Detection of Breast Cancer. In: Bhateja, V., Khin Wee, L., Lin, J.CW., Satapathy, S.C., Rajesh, T.M. (eds) Data Engineering and Intelligent Computing. Lecture Notes in Networks and Systems, vol 446. Springer, Singapore. https://doi.org/10.1007/978-981-19-1559-8_9
  • Shaila S.G., Prasanna, M.S.M., Shazia, Bhavya Shree, C., Arya, S., Deshpande, K.P. (2022). Polarity Classification of Sarcastic Sentence Patterns Based on N-Gram Technique for Twitter Dataset. In: Bhateja, V., Khin Wee, L., Lin, J.CW., Satapathy, S.C., Rajesh, T.M. (eds) Data Engineering and Intelligent Computing. Lecture Notes in Networks and Systems, vol 446. Springer, Singapore. https://doi.org/10.1007/978-981-19-1559-8_25
  • Shaila S.G., Lavanya, S., Rajesh, T.M., Bhuvana, D.S., Deshpande, K. (2022). Early Detection of Diabetic Retinopathy Using Multimodal Approach. In: Bansal, J.C., Engelbrecht, A., Shukla, P.K. (eds) Computer Vision and Robotics. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-16-8225-4_8
  • Shaila S.G., Gurudas, V.R., Rakshita, R., Shangloo, A. (2022). Music Therapy for Mood Transformation Based on Deep Learning Framework. In: Bansal, J.C., Engelbrecht, A., Shukla, P.K. (eds) Computer Vision and Robotics. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-16-8225-4_4
  • Shaila S.G., Rajesh, T.M., Lavanya, S., Abhishek, K.G., Suma, V. (2022). Music Therapy for Transforming Human Negative Emotions: Deep Learning Approach. In: Mahapatra, R.P., Peddoju, S.K., Roy, S., Parwekar, P., Goel, L. (eds) Proceedings of International Conference on Recent Trends in Computing . Lecture Notes in Networks and Systems, vol 341. Springer, Singapore. https://doi.org/10.1007/978-981-16-7118-0_9
  • Prasanna, M.S.M., Shaila S.G., Vadivel, A., Mittal, M., Hithyshi, K., Pooja Shree, H.R. (2022). Sarcastic Sentiment Detection and Polarity Classification of Tweets Using Supervised Learning. In: Mahapatra, R.P., Peddoju, S.K., Roy, S., Parwekar, P., Goel, L. (eds) Proceedings of International Conference on Recent Trends in Computing . Lecture Notes in Networks and Systems, vol 341. Springer, Singapore. https://doi.org/10.1007/978-981-16- 7118-0_15
  • Vijayalaxhmi Inamdar, Shaila SG, Ganapati Bhat, Hithyashi K, Arya Suresh - “Early Detection of Breast Cancer based on HER-2 DNA Genomic Sequence” in proceedings of Intl. Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022), Springer, 22-24 Dec, 2022.
  • Shaila, S.G., Bhat, G., Gurudas, V.R., Suresh, A., Hithyshi, K. (2023). BRCA1 Genomic Sequence Based Early Stage Breast Cancer Detection. In: 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. https://doi.org/10.1007/978-981-19-8825-7_22
  • Shaila, S.G., Sindhu, A., Shivamma, D., Suma Avani, V., Rajesh, T.M. (2023). Human Emotion Recognition Based on EEG Signal Using Deep Learning Approach. In: 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. https://doi.org/10.1007/978-981-19-8825-7_44
  • SG Shaila, D Vinod, Joycelita Dias, Suman Patra "Twitter Data-based Sarcastic Sentiment Analysis using Deep Learning Framework," 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE), Karkala, India, 2022, pp. 326-330, doi: 10.1109/AIDE57180.2022.10060759.
  • SG Shaila, D Shivamma, US Monica, K Tejashree "Facial Expression Recognition for Compound Emotions using Mobile Net Architecture," 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE), Karkala, India, 2022, pp. 187-190, doi: 10.1109/AIDE57180.2022.10060734.
  • SG Shaila, D Vinod, Siddarth Sargunaraj "Sentence Patterns based Sarcasm Detection and Classification using Long Short Term Memory Model," 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE), Karkala, India, 2022, pp. 301-305, doi: 10.1109/AIDE57180.2022.10060635.
  • SG Shaila, VR Gurudas, L Monish, D Shivamma, N Sneha, Lekha Chowdary "Breast Cancer Detection based on Deep Neural Network using Multi-Model Features," 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE), Karkala, India, 2022, pp. 92-95, doi: 10.1109/AIDE57180.2022.10059908.

CSE (Data Science)

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