Model Decay
Non-Stationary Learning
Concept Drift
Statistical Learning
Data Mining
Sandeep Kumar, Ashwin Shenoy, S Santhosh, VS Rakesh, BS Prashanth, et al. Optimizing agricultural productivity: A data-driven ensemble model for crop recommendation based on site-specific characteristics and weather conditions in India. In the 2024 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), pages 1–4. IEEE, 2024.
Aditya Ranjan, Aditya Narayan Singh, Amit Kumar, BS Prashanth, and MV Manoj Kumar. Transforming judicial systems with blockchain: A court case governance system for tamper-proof and transparent legal processes. In 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC), pages 1–7. IEEE, 2023.
Kush Vishwambhari, Abhishek Saini, Muhammad Kaif, Sanket Pandey, BS Prashanth, Manoj Kumar, Shiva Darshan SL, and Likewin Thomas. Algorithmic trading and quantitative analysis of stocks using data science: A study. In 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), pages 1–7. IEEE, 2022.
Likewin Thomas, Manoj Kumar, BS Prashanth, and HR Sneha. Seq2seq and legacy techniques enabled chatbot with voice assistance. In 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), pages 1–4. IEEE, 2022.
MV Manoj Kumar, BS Prashanth, HR Sneha, Likewin Thomas, B Annappa, and YVS Murthy. Process logo: An approach for control-flow visualization of information system process in process mining. In Emerging Research in Computing, Information, Communication and Applications: ERCICA 2020, Volume 1, pages 481–492. Springer Singapore, 2022.
Anand Jaiswal, Anchal Pandey, KR Srinivas, V Avinash, Shiva Darshan SL, Manoj Kumar, BS Prashanth, DR Janardhana, Dileep Reddy Bolla, and Vijaya Shetty. 3d holography in the air using artificial intelligence and unity without 3d glasses. In 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), pages 1–6. IEEE, 2022.
C Chaitra, R Vethanayagi, Manoj Kumar, BS Prashanth, HR Sneha, Likewin Thomas, Shiva Darshan SL, et al. Image/video summarization in text/speech for visually impaired people. In 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), pages 1–6. IEEE, 2022.
Smriti Amatya, Ishika, MV Manoj Kumar, BS Prashanth, HR Sneha, Likewin Thomas, and Vishnu Yarlagadda. Real-time hand gesture detection using convex hull and contour edge detection. In Emerging Research in Computing, Information, Communication and Applications: ERCICA 2020, Volume 2, pages 325–335. Springer Singapore, 2022.
Akashraj Raga, Achyuth Nag, B Rahul Reddy, Dhanush D Shetty, BS Prashanth, MV Manoj Kumar, and SL Shiva Darshan. Goget: A digical shop recommendation system to empower retailers using machine learning. In 2021 International Conference on Forensics, Analytics, Big Data, Security (FABS), volume 1, pages 1–7. IEEE, 2021.
Pragati Aravind Nayak, Pavithra Sriganesh, KM Rakshitha, MV Manoj Kumar, BS Prashanth, and HR Sneha. Literature review on phenomenon of concept drift and its handling approaches. In 2021 Asian Conference on Innovation in Technology (ASIANCON), pages 1–7. IEEE, 2021.
Pragati Aravind Nayak, Pavithra Sriganesh, KM Rakshitha, MV Manoj Kumar, BS Prashanth, and HR Sneha. Concept drift and model decay detection using machine learning algorithm. In 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), pages 1–8. IEEE, 2021.
GM Aditya, Aditya Hoode, K Anvesh Rai, Gangadhar Biradar, MA Ajay Kumar, MV Manoj Kumar, BS Prashanth, HR Sneha, and SL Shivadarshan. Machine learning-based platform and recommendation system for food ordering services within premises. In 2021 2nd Global Conference for Advancement in Technology (GCAT), pages 1–8. IEEE, 2021.
Likewin Thomas, Manoj Kumar MV, Shiva Darshan SL, and Prashanth BS. Towards comprehensive home automation: Leveraging the iot, node-red, and wireless sensor networks for enhanced control and connectivity. Engineering Proceedings, volume 59, page 173. MDPI, 2024.
Surendra Surendra, Manoj Kumar, Shiva Dharshan, Vishnu Srinivasa Murthy Yarlagadda, BS Prashanth, and Likewin Thomas. Cxnet: A novel approach for covid-19 detection and classification using chest x-ray images. 2022.
Ananth Rao, MV Manoj Kumar, Immanuel Azaad Moonesar, Shadi Atalla, BS Prashanth, et al. Cross country determinants of investors’ sentiments prediction in emerging markets using ann. Frontiers in Artificial Intelligence, volume 5, page 912403. Frontiers Media SA, 2022.
Manoj Kumar, BS Prashanth, Syeda Sarah, Md Kashif, and HR Sneha. Expression x: Emotion-based music recommendation system. Journal of Computational and Theoretical Nanoscience, volume 17, pages 3958–3963. American Scientific Publishers, 2020.
Manoj Kumar MV, Sanjay HA, Prashanth BS, Likewin Thomas, Srinivasa Murthy YV, et al End-to-end verifiable electronic voting system using delegated proof of stake on blockchain. 2019.
Manoj N Revanker, MV Manoj Kumar, BH Puneetha, and BS Prashanth. Portable and economic smart generic data server for small scale business. 2012
Manoj Kumar, SL Shiva Darshan, BS Prashanth, and Vishnu Yarlagadda. Foundation of malware analysis and detection. In Malware Analysis and Intrusion Detection in Cyber-Physical Systems, pages 22–41. IGI Global, 2023.
Neeshad Kumar Sakure, MV Manoj Kumar, BS Prashanth, HR Sneha, and Likewin Thomas. An ameliorate analysis of cryptocurrencies to determine the trading business with deep learning techniques. In Emerging Research in Computing, Information, Communication and Applications: Proceedings of ERCICA 2022, pages 577–586. Springer Nature Singapore Singapore, 2022.
BS Prashanth, MV Manoj Kumar, Likewin Thomas, MA Ajay Kumar, Dinghao Wu, B Annappa, Anirudh Hebbar, and YV Srinivasa Murthy. Deep learning for covid-19. In Understanding COVID-19: The Role of Computational Intelligence, pages 531–569. Springer International Publishing, 2022.
G Moulshree, MV Manoj Kumar, BS Prashanth, MA Ajay Kumara, SL Shivadarshan, HR Sneha, and P Wagle Prashanth. Evaluating the performance of machine learning algorithms for sentiment prediction on social media natural language text data. In Advances in Distributed Computing and Machine Learning: Proceedings of ICADCML 2022, pages 457–467. 2022.
MV Manoj Kumar, BS Prashanth, Aditya Shastry, HA Sanjay, and HR Sneha. Healthcare data visualization. In Artificial Intelligence for Information Management: A Healthcare Perspective, pages 179–211. Springer Singapore, 2021.