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Scopus Author ID: 57024207800
SciProfiles: 3337076

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Works (6)

Hyperseed: Unsupervised Learning With Vector Symbolic Architectures

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2022.3211274
Contributors: Evgeny Osipov; Sachin Kahawala; Dilantha Haputhanthri; Thimal Kempitiya; Daswin De Silva; Damminda Alahakoon; Denis Kleyko
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A Hierarchical Machine Learning Method for Detection and Visualization of Network Intrusions from Big Data

Technologies
2024-10-17 | Journal article
DOI: 10.3390/technologies12100204
Contributors: Jinrong Wu; Su Nguyen; Thimal Kempitiya; Damminda Alahakoon
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A Two-Layer Self-Organizing Map with Vector Symbolic Architecture for Spatiotemporal Sequence Learning and Prediction

Biomimetics
2024-03-13 | Journal article
DOI: 10.3390/biomimetics9030175
Contributors: Thimal Kempitiya; Damminda Alahakoon; Evgeny Osipov; Sachin Kahawala; Daswin De Silva
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Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management

IEEE Transactions on Intelligent Transportation Systems
2019 | Journal article
DOI: 10.1109/tits.2019.2924883
Part of ISSN: 1524-9050
Part of ISSN: 1558-0016
Source: Self-asserted source
Thimal Kempitiya

Heterogeneous data fusion with multiple kernel growing self organizing maps

Frontiers in Artificial Intelligence and Applications
2015 | Book
DOI: 10.3233/978-1-61499-589-0-167
EID:

2-s2.0-84963650424
Contributors: Wijewardena, M.; Kempitiya, T.; Rathnayake, T.; Rathnasekara, K.; Ganegedara, T.; Perera, A.S.; Alahakoon, D.
Source: Self-asserted source
Thimal Kempitiya via Scopus - Elsevier

Investigation of node deletion techniques for clustering applications of growing self organizing maps

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
DOI: 10.1007/978-3-319-24465-5_20
EID:

2-s2.0-84951927190
Contributors: Rathnayake, T.; Wijewardena, M.; Kempitiya, T.; Rathnasekara, K.; Ganegedara, T.; Perera, A.S.; Alahakoon, D.
Source: Self-asserted source
Thimal Kempitiya via Scopus - Elsevier

Peer review (2 reviews for 1 publication/grant)

Review activity for PloS one. (2)
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