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Vinayak M. Hegde

Assistant Professor, Computer Science Engineering, School of Arts and Sciences, Mysuru

Qualification: MSc
vinayakhegde@my.amrita.edu
Research Interest: Data Science, Educational Data Mining, Learning Analytics

Bio

Vinayak M. Hegde currently serves as the Dy. Controller of Exams and Assistant Professor at the Department of Computer Science, School of Arts and Sciences, Amrita Vishwa Vidyapeetham, Mysuru campus.

Publications

Journal Article

Year : 2018

The framework for web-based automated online question paper generator through JEE

Cite this Research Publication : V. Hegde, “The Framework for Web-Based Automated Online Question Paper Generator through JEE”, International Journal of Engineering & Technology, vol. 7, no. 3, pp. 1415-1419, 2018.

Publisher : International Journal of Engineering and Technology(UAE)

Year : 2015

Opinion Mining and Market Analysis

Cite this Research Publication : Hegde, V., Karthika, P., Madhu, M.G., Opinion mining and market analysis (2015) International Journal of Applied Engineering Research, 10 (10), pp. 25629-25636.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Analysis of Students Behavior using Moving Objects by Rpart and Rattle – R software

Cite this Research Publication : Pallavi, M.S., Hegde, V., Analysis of students behavior using moving objects by rpart and rattle - R software (2015) International Journal of Applied Engineering Research, 10 (11), pp. 30167-30175.

Publisher : International Journal of Applied Engineering Research

Conference Paper

Year : 2021

Predicting Students Performance Through Behavior and Computational Thinking in Programming

Cite this Research Publication : V. Hegde, Meghana, H., Spandana, R., and S, P. M., “Predicting Students Performance Through Behavior and Computational Thinking in Programming”, in 5th International Conference on ICT for Sustainable Development, ICT4SD, Advances in Intelligent Systems and Computing, 2021, vol. 1270, pp. 417-429.

Publisher : 5th International Conference on ICT for Sustainable Development, ICT4SD

Year : 2018

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

Cite this Research Publication : Vinayak C. Hegde and Sushma Rao H., “A Framework to Analyze Performance of Student's in Programming Language Using Educational Data Mining”, in 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), Coimbatore, India, 2018.

Publisher : 2018 IEEE International Conference on Computational Intelligence and Computing Research

Year : 2018

Higher education student dropout prediction and analysis through educational data mining

Cite this Research Publication : V. Hegde and P., P. P., “Higher education student dropout prediction and analysis through educational data mining”, in 2018 2nd International Conference on Inventive Systems and Control (ICISC), Coimbatore, India, 2018.

Publisher : 2018 2nd International Conference on Inventive Systems and Control

Year : 2017

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

Cite this Research Publication : Vinayak M. Hegde, Aswathi T. S., and R., S., “Student residential distance calculation using Haversine formulation and visualization through GoogleMap for admission analysis”, in 2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016, 2017.

Publisher : 2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016

Year : 2017

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

Cite this Research Publication : Vinayak M. Hegde, “Dimensionality reduction technique for developing undergraduate student dropout model using principal component analysis through R package”, in 2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016, 2017.

Publisher : 2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016

Year : 2016

Book Recommendation System through content based and collaborative filtering method

Cite this Research Publication : Praveena Mathew, Bincy Kuriakose, Vinayak M. Hegde, "Book Recommendation System through content based and collaborative filtering method", Proceedings of 2016 International Conference on Data Mining and Advanced Computing, SAPIENCE 2016, art. no. 7684166, pp. 47-52.

Publisher : 2016 International Conference on Data Mining and Advanced Computing (SAPIENCE)

Year : 2016

Prediction of students performance using Educational Data Mining

Cite this Research Publication : Devasia, T., Vinushree, T.P., Hegde, V., "Prediction of students performance using Educational Data Mining", Proceedings of 2016 International Conference on Data Mining and Advanced Computing, SAPIENCE 2016, art. no. 7684167, pp. 91-95, 2016.

Publisher : International Conference on Data Mining and Advanced Computing, SAPIENCE 2016

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