Sampath Deegalla

According to our database, Sampath Deegalla authored at least 13 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Nearest Neighbor Classification in High Dimensions.

Sampath Deegalla

PhD thesis, 2024

2022

Random subspace and random projection nearest neighbor ensembles for high dimensional data.

Sampath Deegalla, Keerthi Walgama, Panagiotis Papapetrou, Henrik Boström

Expert Syst. Appl., 2022

2021

Data Mining System for Predicting a Winning Cricket Team.

Dinithi Hasanika, Roshani Dilhara, Dulanjali Liyanage, Asitha Bandaranayake, Sampath Deegalla

Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

2017

Identifying the optimal set of attributes that impose high impact on the end results of a cricket match using machine learning.

Pranavan Somaskandhan, Gihan Wijesinghe, Leshan Bashitha Wijegunawardana, Asitha Bandaranayake, Sampath Deegalla

Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

2015

Feasibility of using machine learning to access control in Squid proxy server.

Kanchana Ihalagedara, Rajitha Kithuldeniya, Supun Weerasekara, Sampath Deegalla

Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015

2014

Students Behavioural Analysis in an Online Learning Environment Using Data Mining (ICIAfS).

I. P. Ratnapala, Roshan G. Ragel, Sampath Deegalla

CoRR, 2014

AntiPlag: Plagiarism Detection on Electronic Submissions of Text Based Assignments.

M. A. C. Jiffriya, M. A. C. Akmal Jahan, Roshan G. Ragel, Sampath Deegalla

CoRR, 2014

2013

Personalized and adaptive user interface framework for mobile application.

Mahasivam Nivethika, Ilanthalaisingam Vithiya, Sebastiankularatnam Anntharshika, Sampath Deegalla

Proceedings of the International Conference on Advances in Computing, 2013

2012

Choice of dimensionality reduction methods for feature and classifier fusion with nearest neighbor classifiers.

Sampath Deegalla, Henrik Boström, Keerthi Walgama

Proceedings of the 15th International Conference on Information Fusion, 2012

2009

Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification.

Sampath Deegalla, Henrik Boström

Proceedings of the International Conference on Machine Learning and Applications, 2009

Fusion of dimensionality reduction methods: A case study in microarray classification.

Sampath Deegalla, Henrik Boström

Proceedings of the 12th International Conference on Information Fusion, 2009

2007

Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods.

Sampath Deegalla, Henrik Boström

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006

Reducing High-Dimensional Data by Principal Component Analysis vs. Random Projection for Nearest Neighbor Classification.

Sampath Deegalla, Henrik Boström

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006