Domain of research work: AI and Machine Learning
Domain of research work: AI and Machine Learning
Thrust Area of interest: Agriculture
Embedded Files
Motivation of work: There are various technological advances coming up in agriculture sector, but a very few have been able to make a significant impact for farming to assure proper crop yield.
Farmer’s suicide in India has always continued to be a major area of concern. A major problem faced by Indian farmers is lack of knowledge and proper assistance in farming that is customized to the soil and climate conditions of their specific locality.
My work of interest is to provide solution to the farmer’s problem by generating and providing multiple advices based on their land soil parameters and crop calendar in their native language.
Research & Innovation (Publications/Copyrights )
Total publications: 53
Scopus Profile (26)
WoS Profile (09 core collection)
Total Patents: 03
Total Copyrights: 05
Literary Work: 3 Registered, Software Code: 2 Registered,
PG Dissertation work : Automatic text categorization of marathi documents using clustering technique.
Experimental setup
Data Set: Total 107 Marathi documents for the 3 categories: Maharashtra Tourism, Maharashtra festivals and health’s programme have been collected from the below websites’:
1. www.Maharashtratourism.gov.in
Advantages of LINGO Clustering Algorithm
-- It is based on Vector Space Model
-- Dynamic Clustering and Multiple keyword based query search
-- Identify label of cluster first then assigns documents to labels.
-- Open source and developed in JAVA , Supports good cluster quality
-- Supports Marathi Language
Paper Publication in SCOPUS Indexed IEEE Conference
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