Santosh Kumar

Papers Published in International Journal (08)
- Sreemol R, Santosh Kumar M B, Sreekumar A, "A secure finger vein recognition system using WS-progressive GAN and C4 classifier”, Int. J. Biometrics, 2023.
- Nismi Mol, E.A., Santosh Kumar, M.B. Review on knowledge extraction from text and scope in agriculture domain. Artif Intell Rev (2022). https://doi.org/10.1007/s10462-022-10239-9
- Divya D, M.Bhasi,Santosh Kumar Moorakkal Bhaskaran, ”Simulated Workbench Design for Characterisation and Selection of Appropriate Outlier Ensemble Algorithm”, Int. Journal of Information System Modeling and Design, 2022 Divya D, M.Bhasi,Santosh Kumar Moorakkal Bhaskaran,”Review of fault detection techniques for predictive maintenance”, Emerald Journal, 2022
- Sowmya M R, Santosh Kumar Moorakkal Bhaskaran, Sooraj Krishnan Nair Ambat, Kannan Balakrishnan,Manoj Manguttathil Gopalakrishnan, “An automated machine learning methodology for the improved prediction of reference evapotranspiration using minimal input parameters”,Int. Journal Hydrological Processes,2022
- Sowmya Mangalath Ravindran, Santosh Kumar Moorakkal Bhaskaran & Sooraj Krishnan Nair Ambat “A Deep Neural Network Architecture to Model Reference Evapotranspiration Using a Single Input Meteorological Parameter”. Environmental Processes (2021). https://doi.org/10.1007/s40710-021-00543-x
- Divya D, M.Bhasi, M.B.Santosh Kumar, "Characterisation of Anomaly Detection Algorithms using Simulated Dataset for Algorithm Selection in Application Cases", International Journal of Embedded Systems, Inderscience publishers , 2021
- M B Santosh Kumar B Kannan, “A Model Knowledge Based System for Exchanging Agricultural Knowledge - A Case Study”. In International Journal of Control Theory and Applications, I J C T A, 10(8), 2017, pp.229-237.
Chapters Published(04)
- Divya, D., Bhasi, M., Kumar, M.B.S. (2022). Characterization Study of Outlier Detection Algorithms in Different Datasets. In: Sahoo, J.P., Tripathy, A.K., Mohanty, M., Li, KC., Nayak, A.K. (eds) Advances in Distributed Computing and Machine Learning. Lecture Notes in Networks and Systems, vol 302. Springer, Singapore. https://doi.org/10.1007/978-981-16-4807-6_41
- M B Santosh Kumar, B Kannan, “Development of a Model Recommender System for Agriculture using Apriori Algorithm”. In: Advances in Intelligent Systems and Computing. September 2018, Springer.
- M B Santosh Kumar, Renumol V G, B Kannan, "Design and Development of a Knowledge Based System for Diagnosing Diseases in Banana Plants”. In: Advances in Machine Learning and Data Science, Springer, 2018. page no: 239-250
- M B Santosh Kumar, B Kannan, “Smart Phone based System for Agriculture Product Procurement and Distribution”. In : Cognitive Knowledge Engineering, Remote Sensing & GIS, Smart Cities & Smart Village, Excel Academy Publishers, 2018, Chapter 89, page no: 433- 436
Papers Published in International Conference (13)
- A. Abraham and M. B. Santosh Kumar, "Decentralized Distributed Ledger Based Marketplace for Trading Agricultural Goods," 2022 IEEE 19th India Council International Conference (INDICON), Kochi, India, 2022, pp. 1-5, doi: 10.1109/INDICON56171.2022.10039900.
- A. M. K, D. T and S. K. M. B, "Hydroponic Intelligent Portable System(HIPS)," 2022 IEEE 19th India Council International Conference (INDICON), Kochi, India, 2022, pp. 1-4, doi: 10.1109/INDICON56171.2022.10040159.
- Divya D, M.Bhasi, M.B.Santosh Kumar, "Characterization study of outlier detection algorithms in different datasets", 2nd international conference on Advances in Distributed Computing and Machine Learning (ICADCML), Jan 15-16, 2021 at Siksha O Anusandan ,Orissa
- Sreemol R, Santosh Kumar M B, Sreekumar A, " Efficient Fingerprint Reconstruction System using Novel GAG Method and Modified Otsu Binarization Method", International Conference on Artificial Intelligence: Theory & Applications AITA 2021 organised by Dept. of Electronics & Communication Engineering, NIT, Patna ,23-24 December2021
- Sreemol R, Santosh Kumar M B, Sreekumar A, " Improvement of Security in Multi- Biometric Cryptosysten by Modulus Fuzzy Vault Algorithm", AICTE Sponsored 10th International Conference on Advances in Computing & Communications( ICACC 2021) organized by Rajagiri School of Engineering & Technology, Kochi,October21-23
- Sowmya M R, Santosh Kumar M B, and Sooraj K Ambat “A Stacked Bi-directional Long Short Term Memory Framework for the Single and Multi-Step Ahead Hourly Time Series Forecasting of Reference Evapotranspiration”(2021), International Conference on Artificial Intelligence: Theory & Applications AITA 2021 organised by Dept. of Electronics & Communication Engineering, NIT, Patna ,23-24 December2021
- Johnson, Neenu, MB Santosh Kumar, and T. Dhannia.”A Survey on Deep learning architectures for effective crop data analytics”, AICTE Sponsored 10th International Conference on Advances in Computing & Communications( ICACC 2021) organized by Rajagiri School of Engineering & Technology, Kochi,October21-23
- Divya D, M. Bhasi And Santosh Kumar M.B, ”Intrusion Detection Protocol Using Independent Outlier Ensembles”, International Conference on Data Analytics & Management : An Indo-European Conference (Icdam-2021), 26th June,2021
- Mol, EA Nismi, and MB Santosh Kumar. "Study on Impact of RNN, CNN and HAN in Text Classification." 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 02-04 July 2020
- Abraham, Alfin, and MB Santosh Kumar. "A study on using private-permissioned blockchain for securely sharing farmers data." 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 02-04 July2020
- Sowmya, M. R., MB Santosh Kumar, and Sooraj K. Ambat. "Comparison of deep neural networks for reference evapotranspiration prediction using minimal meteorological data." 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 02-04 July2020
- Sreedevi, T. R., and MB Santosh Kumar. "Digital Twin in Smart Farming: A Categorical Literature Review and Exploring Possibilities in Hydroponics." 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 02-04 July 2020
- Johnson, Neenu, MB Santosh Kumar, and T. Dhannia. "A study on the significance of smart IoT sensors and Data science in Digital agriculture." 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 02-04 July 2020
Papers Presented in National Conferences (04)
- Anju Mohan, M B Santosh Kumar, “Representing Knowledge Using Ontology: A Study,” National Conference on Recent Trends in Knowledge Management (NCRTKM-2014), Cochin University of Science and Technology CUSAT during 7-8 Feb 2014.
- Sidharth P. Soly, M B Santosh Kuamar, “A Study on Agricultural Environment Knowledge Representation Using Wi-Fi based WSN”, National Conference on Recent Trends in Knowledge Management (NCRTKM-2014) Cochin University of Science and Technology CUSAT. during 7-8 Feb 2014.
- K.P.S.Nair, M B Santosh Kumar, “Knowledge Management and Human Behavior '', National Conference on Recent Trends in Knowledge Management (NCRTKM-2014) Cochin University of Science and Technology CUSAT during 7-8 Feb2014.
- Pradeep Kumar Pillai , M B Santosh Kumar, “Leadership and Knowledge Management in a Growing Economy: A study with reference to Dubai, United Arab Emirates”, National Conference on Recent Trends in Knowledge Management (NCRTKM-2014) Cochin University of Science and Technology CUSAT during 7-8 Feb2014.

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