Dr Savita Kolhe

Dr Savita Kolhe

Principal Scientist (Computer Application in Agri.)
Savita.Kolhe@icar.gov.in
0731-2437911(O)
Google scholar
https://scholar.google.co.in/citations?user=fFtda9sAAAAJ&hl=en
Research gate
https://www.researchgate.net/profile/Shivakumar_M/research

Academics

Ph.D. in Computer Science
Devi Ahilya University, Indore
M.Sc.Computer Science
Devi Ahilya University, Indore

Projects

  • Current Projects as PI and CO-PI (Externally Funded)
  • AI-Driven IoT and Drone Technology Based Integrated Decision Support System for Precision Soybean Farming (Meity-IIT, Indore)
  • Current Projects as PI and CO-PI (In House)
  • SoyAI : Transforming Soybean Cultivation Through Advanced AI Modelling
  • Development of Soybean Gyan-AI-Powered Mobile App for Soybean Crop
  • Development of Seed and Product Sale Portal for E-marketing in Soybean
  • Development, Utilization , and evaluation of ICT tools for TOT of Soybean (as Co-PI)
  • Augmentation, Management and documentation of soybean germplasm (as Co-PI)
  • Completed Projects as PI
  • Web-based Expert System for Soybean Diseases
  • Decision Support System for Identification of Soybean Insects Management
  • Development of Field Monitoring Support System
  • On-line data-management system for AICRPS trial data
  • Development of Mobile App for Soybean Crop-Soybean Gyan (Hindi and English versions)
  • Web-based Soybean Germplasm Information System
  • Web-based Pedigree Management System
  • Web-based Varietal Information System

Publications

  • Best Five Publications
  • D S Bais, V Tiwari, Savita Kolhe and B. K. Mishra (2024), "Revolutionizing soybean disease detection using the internet of things with deep convolution networks". Current Science VOL. 127(7):827-833.
  • A Chaudhary, R Thakur, Savita Kolhe, Raj Kamal (2020), “A particle swarm optimization based ensemble for vegetable crop disease”. Computers and Electronics in Agriculture, 178(2020), 105747-105754.
  • Archana Chaudhary, Savita Kolhe, Raj Kamal (2016), “A Hybrid Ensemble for Classification in Multiclass Datasets : An Application to Oilseed Disease Dataset”. Computers and Electronics in Agriculture, 124, 65-72.
  • Archana Chaudhary, Savita Kolhe, Raj Kamal (2016), “An Improved Random Forest Classifier for multi-class classification”. Information Processing in Agriculture, 3(2016) 215-222. http://dx.doi.org/10.1016/j.inpa.2016.08.002. Elsevier Publications.
  • Savita Kolhe, Raj Kamal, Harvinder S. Saini and G. K. Gupta (2011), “A web-based intelligent disease-diagnosis system using a new fuzzy-logic based approach for drawing the inferences in crops”. Computers and Electronics in Agriculture, 76, 16-27. ISSN: 0168-1699.
  • Savita Kolhe, Raj Kamal, Harvinder S. Saini and G. K. Gupta (2011), “An intelligent multimedia interface for fuzzy logic based inference in crops”. Expert System with Applications, 38, 14592-14601.

Achievements

  • Best Research Paper Award Indian Society of Agricultural Statistics 2011
  • Best Research Paper Award in National and International Conferences (THREE) 2013
  • Software Copyright Registrations (Total 17) -->
  • 1. Decision Support System for Soybean Insects. (SW-13207/2020 dtd 27/01/2020)
  • 2. Soybean Gyan-Mobile App of Soybean (SW-13394/2020 dtd 20/05/2020)
  • 3. Expert System of Soybean Diseases (SW-7929/2014 dt. 28.05.2014)
  • 4. Knowledge Acquisition System of Soybean Disease (SW-7928/2014 dt. 28.05.2014)
  • 5. Intelligent Soybean Disease Tutor System (SW-7930/2014 dt. 28.05.2014)
  • 6. Knowledgebase of Soybean Diseases (SW-7931/2014 dt. 28.05.2014)
  • 7. Screens of Soybean Disease Expert System (SW-7932/2014 dt. 28.05.2014)
  • 8. Data Management System for AICRPS Plant Breeding Trials Data. SW-4216/2009 dtd 15/09/2009
  • 9. Database Structure for Plant Breeding AICRPS Trial Data SW-4217/2009 dtd 15/09/2009
  • 10. Screens of Data Management System for AICRPS Plant Breeding Trials Data SW-4218/2009 dtd 15/09/2009
  • 11. Web-based data-entry system for AICRPS Plant Breeding Trials Data SW-4219/2009 dtd 15/09/2009
  • 12. Web-based soybean disease diagnosis and information system (Regn. No. SW-3457/2007 dtd. 23/4/2007)
  • 13. Soybean disease database (Regn. No. SW-3456/2007 dtd. 23/4/2007)
  • 14. Screens of the Web-based soybean disease diagnosis and information system (Regn No. SW-3455/2007 dtd. 23/4/2007)
  • 15. Screens of data management system for all India coordinated research project n soybean agronomy trials data (Regn. No. SW-3707/07 dtd. 27/11/2007)
  • 16. Data structure for agronomy trials data of all India coordinated research project on soybean (Regn. No. SW-3708/07 dtd. 27/11/2007)
  • 17. Data management system for all India coordinated research project on soybean agronomy trials data (Regn. No. SW-3709/07 dtd. 27/11/2007)