Reducing High-Dimensional Data by Principal Component Analysis vs. Random Projection for Nearest Neighbor Classification. - Sampath Deegalla; Henrik Boström (ICMLA, 2006)

Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods. - Sampath Deegalla; Henrik Boström (IDEAL, 2007)

Fusion of dimensionality reduction methods: A case study in microarray classification. - Sampath Deegalla; Henrik Boström (FUSION, 2009)

Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification. - Sampath Deegalla; Henrik Boström (ICMLA, 2009)

Choice of dimensionality reduction methods for feature and classifier fusion with nearest neighbor classifiers. - Sampath Deegalla; Henrik Boström; Keerthi Walgama (FUSION, 2012)

Personalized and adaptive user interface framework for mobile application. - Mahasivam Nivethika; Ilanthalaisingam Vithiya; Sebastiankularatnam Anntharshika; Sampath Deegalla (ICACCI, 2013)

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)

Students Behavioural Analysis in an Online Learning Environment Using Data Mining (ICIAfS). - I. P. Ratnapala; Roshan G. Ragel; Sampath Deegalla (CoRR, 2014)

Feasibility of using machine learning to access control in Squid proxy server. - Kanchana Ihalagedara; Rajitha Kithuldeniya; Supun Weerasekara; Sampath Deegalla (ICIIS, 2015)

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 (ICIIS, 2017)

Data Mining System for Predicting a Winning Cricket Team. - Dinithi Hasanika; Roshani Dilhara; Dulanjali Liyanage; Asitha Bandaranayake; Sampath Deegalla (ICIIS, 2021)

Random subspace and random projection nearest neighbor ensembles for high dimensional data. - Sampath Deegalla; Keerthi Walgama; Panagiotis Papapetrou; Henrik Boström (Expert Syst. Appl., 2022)

Nearest Neighbor Classification in High Dimensions. - Sampath Deegalla (2024)