Cochin University of Science and Technology
Kochi - 682022,
Kerala, India
E-mail-
santo_mb@cusat.ac.in
BRIEF BIO
Dr. Santosh Kumar M B is a Professor in the Department of Information Technology, Cochin University of Science and Technology, Kerala, where he has been since 1998. He received Ph. D. from Cochin University of Science and Technology. He has eight granted Indian Patents, one published and his research interest are in Knowledge Management in Agriculture Domain, Internet of Things, Mobile computing, Blockchain, Digital Twin. He is a Life Member of Institution of Engineers, Computer Society of India, ISTE and ISTD.
RESEARCH INTERESTS
Blockchain, Digital Twinning, IoT, Knowledge Management in Agriculture Domain, Mobile Computing
A secure finger vein recognition system using WS-progressive GAN and C4 classifier, International Journal of Biometrics, Inderscience 2023
Review on knowledge extraction from text and scope in agriculture domain, Artificial Intelligence Review, Springer 2022
Review of fault detection techniques for predictive maintenance, Emerald Journal, 2022
An automated machine learning methodology for the improved prediction of reference evapotranspiration using minimal input parameters, Int. Journal Hydrological Processes, Wiley Vol. 36, 2022
Simulated Workbench Design for Characterisation and Selection of Appropriate Outlier Ensemble Algorithm, Int. Journal of Information System Modeling and Design, 2022
Characterisation of Anomaly Detection Algorithms using Simulated Dataset for Algorithm Selection in Application Cases, Embedded Systems, Inderscience publishers 2021
A Deep Neural Network Architecture to Model Reference Evapotranspiration Using a Single Input Meteorological Parameter, Environmental Processes, Springer Vol. 8, 2021
A Model Knowledge Based System for Exchanging Agricultural Knowledge - A Case Study, Journal of Control Theory and Applications, 2017
Decentralized Distributed Ledger Based Marketplace for Trading Agricultural Goods, IEEE 19th India Council International Conference (INDICON), 2022
Hydroponic Intelligent Portable System(HIPS), IEEE 19th India Council International Conference (INDICON), 2022
Efficient Fingerprint Reconstruction System using Novel GAG Method and Modified Otsu Binarization Method , Artificial Intelligence: Theory & Applications, 2021
A Survey on Deep learning architectures for effective crop data analytics, Advances in Computing & Communications, 2021
Characterization study of outlier detection algorithms in different datasets, Advances in Distributed Computing and Machine Learning, 2021
Intrusion Detection Protocol Using Independent Outlier Ensembles, Data Analytics & Management , 2021
A Stacked Bi-directional Long Short Term Memory Framework for the Single and Multi-Step Ahead Hourly Time Series Forecasting of Reference Evapotranspiration, Artificial Intelligence: Theory & Applications , 2021
Study on Impact of RNN, CNN and HAN in Text Classification, Advanced Computing and Communication Technologies for High Performance Applications, 2020
A study on using private-permissioned blockchain for securely sharing farmers data, Advanced Computing and Communication Technologies for High Performance Applications, 2020
Digital Twin in Smart Farming: A Categorical Literature Review and Exploring Possibilities in Hydroponics, Advanced Computing and Communication Technologies for High Performance Applications, 2020
RESEARCH PROJECTS
"Diagnosis and intervention of dysgraphia in Malayalam using innovative machine learning tools" (DST- 2022 -2024 )
PATENT
Portable Agriculture Network System (PANS) - Commercialized,2017
Farmchain Intelligent Network System (FINS) - Granted,2021
An Automated Irrigation System based on Crop Water Requirement (AISCR) and its Method Thereof - Granted,2021
