Dr. Santosh Kumar M.B
Professor & HOD
Department of Information Technology
Email:santo_mb@cusat.ac.in
Qualification
PhD
Joined in CUSAT
08/06/1998
08/06/1998
Area of Interests
Knowledge Management In Agriculture Domain, Mobile Computing, Distributed Computing, Electronic Business & Services, Blockchain, Digital Twinning, IoT
Title: Lightweight CNN and blockchain integrated secured model for crop disease information system
Category: Internatonal Journal
Year of Publication: 2024
Co Authors: Neenu Johnson, Dhannia T
Issue: 2024;10(2):162-84.
Title: End to end Framework for Agricultural Entity Extraction- A Hybrid Model with Transformer
Category: International Journal
Year of Publication: 2024
Co Authors: Nismi Mol E A
Issue: vol. 225, no. March, p. 109309, 2024, doi: 10.1016/j.compag.2024.109309.
Title: A secure finger vein recognition system using WS-progressive GAN and C4 classifier
Category: Int. J. Biometrics
Year of Publication: 2024
Co Authors: Sreemol, R and Sreekumar, A.
Issue: Vol. 16, No. 1
Title: Hydroponic Intelligent Portable System(HIPS)
Category: IEEE 19th India Council International Conference (INDICON)
Year of Publication: 2022
Co Authors: Ashik Mabrook K, Dhannia T
Issue:
Title: Decentralized Distributed Ledger Based Marketplace for Trading Agricultural Goods
Category: IEEE 19th India Council International Conference (INDICON)
Year of Publication: 2022
Co Authors: Alfin Abraham
Issue:
Title: Review on knowledge extraction from text and scope in agriculture domain
Category: Journal - Artificial Intelligence Review
Year of Publication: 2022
Co Authors: Nismi Mol E.A
Issue:
Title: An automated machine learning methodology for the improved prediction of reference evapotranspiration using minimal input parameters
Category: Int. Journal Hydrological Processes
Year of Publication: 2022
Co Authors: Sowmya M R, Sooraj Krishnan Nair Ambat, Kannan Balakrishnan,Manoj Manguttathil Gopalakrishnan
Issue:
Title: Review of fault detection techniques for predictive maintenance
Category: Emerald Journal
Year of Publication: 2022
Co Authors: Divya D, M.Bhasi
Issue:
Title: Simulated Workbench Design for Characterisation and Selection of Appropriate Outlier Ensemble Algorithm
Category: Int. Journal of Information System Modeling and Design
Year of Publication: 2022
Co Authors: Divya D, M.Bhasi
Issue:
Title: A Deep Neural Network Architecture to Model Reference Evapotranspiration Using a Single Input Meteorological Parameter
Category: Int. Journal Environmental Processes
Year of Publication: 2021
Co Authors: Sowmya M R, Sooraj Krishnan Nair Ambat
Issue:
Title: A survey on Deep Learning Architectures for effective Crop Data Analytics
Category: International Conference on Advances in Computing and Communications (ICACC)
Year of Publication: 2021
Co Authors: Neenu Johnson, T. Dhannia
Issue:
Title: Intrusion Detection Protocol Using Independent Outlier Ensembles
Category: Int. Conference on Data Analytics and Management
Year of Publication: 2021
Co Authors: Divya D, M.Bhasi
Issue:
Title: Characterisation of Anomaly Detection Algorithms using Simulated Dataset for Algorithm Selection in Application Cases
Category: Int. Journal of Embedded Systems
Year of Publication: 2021
Co Authors: Divya D, M.Bhasi
Issue:
Title: Characterization Study of Outlier Detection Algorithms in Different Datasets
Category: Conference publication - Advances in Distributed Computing and Machine Learning
Year of Publication: 2021
Co Authors: D. Divya ,M.Bhasi
Issue:
Title: A study on the significance of smart IoT sensors and Data science in Digital agriculture
Category: Conference publication-ACCTHPA, IEEE
Year of Publication: 2020
Co Authors: Neenu Johnson, T. Dhannia
Issue:
Title: Digital Twin in Smart Farming: A Categorical Literature Review and Exploring Possibilities in Hydroponics
Category: Conference publication-ACCTHPA, IEEE
Year of Publication: 2020
Co Authors: Sreedevi, T. R.,
Issue:
Title: A study on using private-permissioned blockchain for securely sharing farmers data
Category: Conference publication-ACCTHPA, IEEE
Year of Publication: 2020
Co Authors: Alfin Abraham
Issue:
Title: Study on Impact of RNN, CNN and HAN in Text Classification
Category: Conference publication-ACCTHPA, IEEE
Year of Publication: 2020
Co Authors: Nismimol E A
Issue:
Title: Comparison of deep neural networks for reference evapotranspiration prediction using minimal meteorological data
Category: Conference publication-ACCTHPA, IEEE
Year of Publication: 2020
Co Authors: Sowmya, M. R., Sooraj K. AmbaT
Issue:
Title: Design and Development of a Knowledge Based System for Diagnosing Diseases in Banana Plants
Category: Journal-Advances in Machine Learning and Data Science, Springer
Year of Publication: 2018
Co Authors: Renumol V G, B Kannan
Issue:
Title: Development of a Model Recommender System for Agriculture using Apriori Algorithm
Category: Journal Publication-Advances in Intelligent Systems and Computing
Year of Publication: 2018
Co Authors: Development of a Model Recommender System for Agriculture using Apriori Algorithm
Issue:
Title: Experimental Investigation on Mechanical Properties of two Particular Varieties of Banana Plant Stems
Category: Journal publication
Year of Publication: 2018
Co Authors: Sunilkumar N., Kannan B., Purushothaman K.T
Issue:
Title: Smart Phone based System for Agriculture Product Procurement and Distribution
Category: Book Chapter
Year of Publication: 2018
Co Authors: B Kannan
Issue: Cognitive Knowledge Engineering, Remote Sensing & GIS, Smart Cities & Smart Village, Excel Academy Publishers, Chapter 89, page no: 433- 436
Title: Development of a Model Recommender System for Agriculture using Apriori Algorithm
Category: Conference publication-Cognitive Informatics & Soft Computing
Year of Publication: 2017
Co Authors: B Kannan
Issue:
Title: Design and Development of a Knowledge-Based System for Diagnosing Diseases in Banana Plants
Category: Conference publication-Latest Advances in Machine learning and Data Science
Year of Publication: 2017
Co Authors: VG Renumol, Kannan Balakrishnan
Issue:
Title: A Model Knowledge Based System for Exchanging Agricultural Knowledge - A Case Study
Category: Journal of Control Theory and Applications
Year of Publication: 2017
Co Authors: B Kannan
Issue: I J C T A, 10(8)
Topic: Disruptive Technology
Date: Dec 18, 2019
Details: TEQIP Phase 3 sponsored one day program
Topic: Tools for Research
Date: Jan 23-24, 2020
Details: TEQIP Phase 3 sponsored
Topic: Introduction to Digital Twin
Date: 23rd and 24th July, 2020
Details: Faculty Development Programme sponsored by TEQIP Phase 3
Topic: Modern Trends in Agro-Informatics
Date: Aug 26-27, 2020
Details: Faculty Development Programme sponsored by TEQIP Phase 3
Topic: Emerging Trends in Embedded Systems, IOT and Applications
Date: Feb 03- 08, 2020
Organiser: Dept. of Computer Science & Engg., SOE, CUSAT
Details: FDP
Topic: Academic Leadership and Institution Building
Date: Nov 14-18, 2018
Organiser: DDL, Kaushal Kendra, CUSAT
Details:
Topic: Advances in Machine Learning
Date: Nov 26-30, 2018
Organiser: Dept. of Computer Science & Engg., SOE, CUSAT
Details: TEQIP Phase 3 sponsored
Topic: Latex-Report and article writing
Date: June 27 - 28, 2016
Organiser: Division of Electronics Engineering, SOE,CUSAT
Details: TEQIP Phase 2 sponsored
Topic: Nature Inspired Computing
Date: June 22 - 26, 2022
Organiser: Dept. of Computer Science & Engg., SOE, CUSAT
Details: FDP, TEQIP Phase 2 sponsored
Topic: “Machine Learning with Business Applications
Date: May 22-28, 2022
Organiser: IIM Bangalore
Details: FDP
Topic: Entrepreneurship Skill Development
Date: May 10-22, 2023
Organiser: Dept. Science & Technology, IIT Patna
Details: FDP
Topic: Blockchain
Date: Oct 21-25, 2019
Details: AICTE (ATAL) sponsored Faculty Development Program
Topic: Data Science
Date: Jan 27-31, 2020
Details: AICTE (ATAL) sponsored Faculty Development Program
Topic: Robotics and Deep Learning Techniques
Date: Feb 24 - 29, 2020
Details: STTP
Topic: Life time Member
Name of Body: ISTD
Capacity:
Topic: Department Advisory committee
Name of Body: FISAT, Department of Computer Science
Capacity:
Topic: Life time Member
Name of Body: ISTE
Capacity:
Topic: Technical Expert Committee Member
Name of Body: Maker Village, KTIZ, Kinfra Hi Tech Park
Capacity:
Topic: Life time Member
Name of Body: CSI
Capacity:
Course: B.Tech
Subject: Security and Cyber Laws
Course: B.Tech
Subject: Mobile Computing
Course: B.Tech
Subject: Electronic Business and Services
Course: B.Tech
Subject: Mobile Computing Technology
