Personal information

Other IDs

Scopus Author ID: 56694141500
SciProfiles: 2381052

Keywords

Learning Analytics, Student Dropout, Educational Data Mining, Educational Technology

Activities

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Employment (1)

Amrita University: Mysore, Karnataka, IN

2004-08-04 to present | Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Vinayak Hegde

Education and qualifications (1)

Amrita Institute of Computer Technology: Mysore, Karanataka, IN

2002-07-01 to 2004-07-01 | M.Sc. (Computer Science)
Education
Source: Self-asserted source
Vinayak Hegde

Works (13)

Extracting Attributes of Students Mental Health, Behaviour, Attendance and Performance in Academics During COVID-19 Pandemic using PCA Technique

ICT Systems and Sustainability
2022 | Book chapter
DOI: 10.1007/978-981-16-5987-4_56
Part of ISBN: 9789811659867
Part of ISBN: 9789811659874
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Source: Self-asserted source
Vinayak Hegde

Student Dataset from Tecnologico de Monterrey in Mexico to Predict Dropout in Higher Education

Data
2022-08 | Journal article | Author
DOI: 10.3390/data7090119
Contributors: Joanna Alvarado-Uribe; Paola Mejía-Almada; Ana Luisa Masetto Herrera; Roland Molontay; Isabel Hilliger; Vinayak Hegde; José Enrique Montemayor Gallegos; Renato Armando Ramírez Díaz; Hector G. Ceballos
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Perception of Students on E-Learning during Covid-19 Period and Comparison of Online and Traditional Learning

2021 International Conference on Intelligent Technologies (CONIT)
2021-06-25 | Conference paper
DOI: 10.1109/conit51480.2021.9498449
Contributors: Vinayak Hegde
Source: Self-asserted source
Vinayak Hegde

Dimensionality reduction technique for developing undergraduate student dropout model using principal component analysis through R package

2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016
2017 | Conference paper
DOI: 10.1109/ICCIC.2016.7919670
EID:

2-s2.0-85020030818
Contributors: Hegde, V.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Student residential distance calculation using Haversine formulation and visualization through GoogleMap for admission analysis

2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016
2017 | Conference paper
DOI: 10.1109/ICCIC.2016.7919699
EID:

2-s2.0-85020007665
Contributors: Hegde, V.; Aswathi, T.S.; Sidharth, R.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

A Framework to Analyze Performance of Student's in Programming Language Using Educational Data Mining

2017-12 | Conference paper
DOI: 10.1109/iccic.2017.8524244
ISBN: 9781509066216
Source: Self-asserted source
Vinayak Hegde

Book Recommendation System through content based and collaborative filtering method

Proceedings of 2016 International Conference on Data Mining and Advanced Computing, SAPIENCE 2016
2016 | Conference paper
DOI: 10.1109/SAPIENCE.2016.7684166
EID:

2-s2.0-85010471366
Contributors: Mathew, P.; Kuriakose, B.; Hegde, V.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Descriptive analytical approach to analyze the student performance by comparative study using Z score factor through R language

2015 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2015
2016 | Conference paper
DOI: 10.1109/ICCIC.2015.7435813
EID:

2-s2.0-84965050069
Contributors: Hegde, V.; Pallavi, M.S.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Prediction of students performance using Educational Data Mining

Proceedings of 2016 International Conference on Data Mining and Advanced Computing, SAPIENCE 2016
2016 | Conference paper
DOI: 10.1109/SAPIENCE.2016.7684167
EID:

2-s2.0-85010366618
Contributors: Devasia, T.; Vinushree, T.P.; Hegde, V.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Analysis of students behavior using moving objects by rpart and rattle - R software

International Journal of Applied Engineering Research
2015 | Journal article
EID:

2-s2.0-84937820445
Contributors: Pallavi, M.S.; Hegde, V.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Automated spam detection in e-mail using SVM

International Journal of Applied Engineering Research
2015 | Journal article
EID:

2-s2.0-84932127689
Contributors: Pallavi, M.S.; Hegde, V.; Anushadevi, H.G.; Ambika, V.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Evaluation of student performance using Z-score and k-means

International Journal of Applied Engineering Research
2015 | Journal article
EID:

2-s2.0-84932156905
Contributors: Hegde, V.; Deepika, N.C.; Sushmitha, K.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Opinion mining and market analysis

International Journal of Applied Engineering Research
2015 | Journal article
EID:

2-s2.0-84932186857
Contributors: Hegde, V.; Karthika, P.; Madhu, M.G.
Source: Self-asserted source
Vinayak Hegde via Scopus - Elsevier

Peer review (9 reviews for 3 publications/grants)

Review activity for PloS one. (1)
Review activity for Social sciences & humanities open. (5)
Review activity for Studies in educational evaluation. (3)
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