An Advanced Web-Based Hindi Language Interface to Database Using Machine Learning Approach

2016 ◽  
pp. 381-390 ◽  
Author(s):  
Zorawar Singh Virk ◽  
Mohit Dua
Keyword(s):  
Machine Learning ◽  
Learning Approach ◽  
Web Based ◽  
Machine Learning Approach ◽  
Hindi Language

Automatic Generation of Synsets for Wordnet of Hindi Language

2018 ◽  
Vol 7 (2) ◽  
pp. 31-47 ◽  
Author(s):  
Priyank Pandey ◽  
Manju Khari ◽  
Raghavendra Kumar ◽  
Dac-Nhuong Le
Keyword(s):  
Machine Learning ◽  
Automatic Generation ◽  
Learning Approach ◽  
Indian Languages ◽  
Lexical Resources ◽  
Machine Learning Approach ◽  
Back Translation ◽  
Hindi Language

India is a land of 122 languages and numerous dialects. Lack of competent lexical resources for Indian languages is a ubiquitous fact, which negatively affects the development of tools for NLP of Indian languages. Recent advancements like the Indo WordNet project has significantly contributed to dealing with the scarcity of lexicons, but the progress and coverage is a matter of dispute. The bottlenecks, cost, time, and skilled lexicographers further slackens the progress. In this article, the authors propose a technique to automate the generation of lexical entries using a machine learning approach which visibly expedites the process of lexicon generation like WordNet. The reluctance to adopt an automated approach is majorly credited to a lack of accuracy, the inability to capture a regional touch of a language, incorrect back-translation, etc. To overcome this issue, the author will use Wikipedia to validate the synsets.

1552-P: Machine Learning Approach to Decision-Making for Initial Insulin Use in Japanese Patients with Type 2 Diabetes

Diabetes ◽  
2020 ◽  
Vol 69 (Supplement 1) ◽  
pp. 1552-P
Author(s):  
KAZUYA FUJIHARA ◽  
MAYUKO H. YAMADA ◽  
YASUHIRO MATSUBAYASHI ◽  
MASAHIKO YAMAMOTO ◽  
TOSHIHIRO IIZUKA ◽  
...  
Keyword(s):  
Machine Learning ◽  
Type 2 Diabetes ◽  
Decision Making ◽  
Japanese Patients ◽  
Learning Approach ◽  
Machine Learning Approach ◽  
Insulin Use

A Machine Learning Approach to Jet-Surface Interaction Noise Modeling

2020 ◽  
Author(s):  
Clifford A. Brown ◽  
Jonny Dowdall ◽  
Brian Whiteaker ◽  
Lauren McIntyre
Keyword(s):  
Machine Learning ◽  
Surface Interaction ◽  
Learning Approach ◽  
Noise Modeling ◽  
Machine Learning Approach
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