Dilantha Haputhanthri

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Unsupervised Learning

Sparse Representation

Sparse Approximations

Demand Forecasting

Top Venues

Int. J. Autom. Comput.

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)
Harsha Moraliyage, Dilantha Haputhanthri, Chamod Samarajeewa, Nishan Mills, Daswin De Silva, Milos Manic, Andrew Jennings
Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions. ISIE (2023)
Shashini Wimalaratne, Dilantha Haputhanthri, Sachin Kahawala, Gihan Gamage, Damminda Alahakoon, Andrew Jennings
UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting. HSI (2022)
Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings
Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting. 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)
Pramith Nirmal, Ishan Disanayaka, Dilantha Haputhanthri, Adeesha Wijayasiri
Transportation Mode Detection Using Crowdsourced Smartphone Data. FRUCT (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)
Dilantha Haputhanthri, Gunavaran Brihadiswaran, Sahan Gunathilaka, Dulani Meedeniya, Sampath Jayarathna, Mark Jaime, Christopher Harshaw
Integration of Facial Thermography in EEG-based Classification of ASD. Int. J. Autom. Comput. 17 (6) (2020)
Damitha Lenadora, Gihan Gamage, Dilantha Haputhanthri, Dulani Meedeniya, Indika Perera
Exploratory Analysis of a Social Media Network in Sri Lanka during the COVID-19 Virus Outbreak. CoRR (2020)