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Sampath Deegalla
Sampath Deegalla
Senior Lecturer, Dept. of Computer Engineering, University of Peradeniya
Verified email at pdn.ac.lk - Homepage
Title
Cited by
Cited by
Year
Reducing high-dimensional data by principal component analysis vs. random projection for nearest neighbor classification
S Deegalla, H Bostrom
2006 5th International Conference on Machine Learning and Applications …, 2006
1362006
Classification of microarrays with knn: comparison of dimensionality reduction methods
S Deegalla, H Boström
Intelligent Data Engineering and Automated Learning-IDEAL 2007: 8th …, 2007
592007
Students behavioural analysis in an online learning environment using data mining
IP Ratnapala, RG Ragel, S Deegalla
7th International Conference on Information and Automation for …, 2014
452014
AntiPlag: Plagiarism detection on electronic submissions of text based assignments
MAC Jiffriya, MACA Jahan, RG Ragel, S Deegalla
2013 IEEE 8th International Conference on Industrial and Information Systems …, 2013
322013
An automatic answering system with template matching for natural language questions
T Gunawardena, M Lokuhetti, N Pathirana, R Ragel, S Deegalla
2010 Fifth International Conference on Information and Automation for …, 2010
322010
Personalized and adaptive user interface framework for mobile application
M Nivethika, I Vithiya, S Anntharshika, S Deegalla
2013 International Conference on Advances in Computing, Communications and …, 2013
292013
Fusion of Colour, Shape and Texture Features for Content Based Image Retrieval
P Anantharatnasamy, K Sriskandaraja, V Nandakumar, S Deegalla
8th International Conference on Computer Science and Education (ICCSE), 422--427, 2013
242013
An accurate mathematical model predicting number of dengue cases in tropics
C Edussuriya, S Deegalla, I Gawarammana
PLoS Neglected Tropical Diseases 15 (11), e0009756, 2021
192021
Identifying the optimal set of attributes that impose high impact on the end results of a cricket match using machine learning
P Somaskandhan, G Wijesinghe, LB Wijegunawardana, ...
2017 IEEE International Conference on Industrial and Information Systems …, 2017
162017
Choice of Dimensionality Reduction Methods for Feature and Classifier Fusion with Nearest Neighbor Classifiers
S Deegalla, H Bostrom, K Walgama
15th International Conference on Information Fusion, 875--881, 2012
112012
Improving fusion of dimensionality reduction methods for nearest neighbor classification
S Deegalla, H Boström
2009 International Conference on Machine Learning and Applications, 771-775, 2009
112009
Performance evaluation techniques for an automatic question answering system
T Gunawardena, N Pathirana, M Lokuhetti, R Ragel, S Deegalla
International Journal of Machine Learning and Computing 5 (4), 294, 2015
102015
Fusion of dimensionality reduction methods: a case study in microarray classification
S Deegalla, H Bostrom
2009 12th International Conference on Information Fusion, 460-465, 2009
72009
Data mining system for predicting a winning cricket team
D Hasanika, R Dilhara, D Liyanage, A Bandaranayake, S Deegalla
2021 IEEE 16th International Conference on Industrial and Information …, 2021
62021
Random subspace and random projection nearest neighbor ensembles for high dimensional data
S Deegalla, K Walgama, P Papapetrou, H Boström
Expert systems with applications 191, 116078, 2022
42022
Accelerating k-NN classification algorithm using graphics processing units
S Selvaluxmiy, TN Kumara, P Keerthanan, R Velmakivan, R Ragel, ...
2016 IEEE international conference on information and automation for …, 2016
42016
Objectively Measure Player Performance on Olympic Weightlifting
A Karunaratne, C Jayasooriya, S Deegalla, R Navarathna
2021 10th International Conference on Information and Automation for …, 2021
32021
Ensemble stock market prediction using svm, lstm, and linear regression
A Indika, N Warusamana, E Welikala, S Deegalla
Authorea Preprints, 2023
22023
Feasibility of using machine learning to access control in Squid proxy server
K Ihalagedara, R Kithuldeniya, S Weerasekara, S Deegalla
2015 IEEE 10th International Conference on Industrial and Information …, 2015
12015
Nearest Neighbor Classification in High Dimensions
S Deegalla
Department of Computer and Systems Sciences, Stockholm University, 2024
2024
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