Thimal Kempitiya

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Artificial Intelligence

Unsupervised Learning

Sparse Representation

Sparse Approximations

Top Venues

Publications

Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Thimal Kempitiya, Daswin De Silva, Ebonie Rio, Richard Skarbez, Damminda Alahakoon
Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. HSI (2022)
Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN (2022)
Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN (2022)
Thimal Kempitiya, Seppo Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. CoRR (2021)
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR (2021)
Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32 (20) (2020)
Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Maheshakya Wijewardena, Thimal Kempitiya, Thilina Rathnayake, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon
Heterogeneous data fusion with multiple kernel growing self organizing maps. SCAI (2015)
Thilina Rathnayake, Maheshakya Wijewardena, Thimal Kempitiya, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon
Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps. IDA (2015)