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Kuruge Darshana Abeyrathna
Kuruge Darshana Abeyrathna
PhD candidate
Verified email at uia.no - Homepage
Title
Cited by
Cited by
Year
The regression Tsetlin machine: a novel approach to interpretable nonlinear regression
K Darshana Abeyrathna, OC Granmo, X Zhang, L Jiao, M Goodwin
Philosophical Transactions of the Royal Society A 378 (2164), 20190165, 2020
312020
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks
KD Abeyrathna, OC Granmo, X Zhang, M Goodwin
arXiv preprint arXiv:1905.04199, 2019
212019
Extending the tsetlin machine with integer-weighted clauses for increased interpretability
KD Abeyrathna, OC Granmo, M Goodwin
IEEE Access 9, 8233-8248, 2021
202021
The regression Tsetlin machine: a Tsetlin machine for continuous output problems
KD Abeyrathna, OC Granmo, L Jiao, M Goodwin
EPIA Conference on Artificial Intelligence, 268-280, 2019
132019
Hybrid Particle Swarm Optimization With Genetic Algorithm to Train Artificial Neural Networks for Short-Term Load Forecasting
KD Abeyrathna, C Jeenanunta
International Journal of Swarm Intelligence Research (IJSIR) 10 (1), 1-14, 2019
132019
Massively parallel and asynchronous Tsetlin Machine architecture supporting almost constant-time scaling
KD Abeyrathna, B Bhattarai, M Goodwin, SR Gorji, OC Granmo, L Jiao, ...
International Conference on Machine Learning, 10-20, 2021
122021
Kick Detection and Influx Size Estimation during Offshore Drilling Operations using Deep Learning
AK Fjetland, Z Jing, KD Abeyrathna, JE Gravdal
2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA …, 2019
122019
Time Series Outlier Detection for Short-Term Electricity Load Demand Forecasting
C Jeenanunta, KD Abeyrathna, MS Dilhani, SW Hnin, PP Phyo
INTERNATIONAL SCIENTIFIC JOURNAL OF ENGINEERING AND TECHNOLOGY (ISJET), 37, 2017
122017
Combine Particle Swarm Optimization with Artificial Neural Networks for Short-Term Load Forecasting
C Jeenanunta, KD Abeyrathna
ISJET 8, 25, 2017
112017
A novel multi-step finite-state automaton for arbitrarily deterministic tsetlin machine learning
KD Abeyrathna, OC Granmo, R Shafik, A Yakovlev, A Wheeldon, J Lei, ...
International Conference on Innovative Techniques and Applications of …, 2020
62020
A regression Tsetlin Machine with integer weighted clauses for compact pattern representation
KD Abeyrathna, OC Granmo, M Goodwin
arXiv preprint arXiv:2002.01245, 2020
62020
Neural network with genetic algorithm for forecasting short-term electricity load demand
C Jeenanunta, KD Abeyrathna
International Journal of Energy Technology and Policy 15 (2-3), 337-350, 2019
62019
On the convergence of Tsetlin Machines for the XOR operator
L Jiao, X Zhang, OC Granmo, KD Abeyrathna
arXiv preprint arXiv:2101.02547, 2021
52021
On obtaining classification confidence, ranked predictions and auc with tsetlin machines
KD Abeyrathna, OC Granmo, M Goodwin
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 662-669, 2020
42020
A novel Tsetlin automata scheme to forecast dengue outbreaks in the Philippines
DA Kuruge, OC Granmo, M Goodwin
2018 IEEE 30th International Conference on Tools with Artificial …, 2018
42018
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks
K Darshana Abeyrathna, OC Granmo, X Zhang, M Goodwin
arXiv e-prints, arXiv: 1905.04199, 2019
32019
Adaptive Sparse Representation of Continuous Input for Tsetlin Machines Based on Stochastic Searching on the Line
KD Abeyrathna, OC Granmo, M Goodwin
Electronics 10 (17), 2107, 2021
22021
Public Transport Passenger Count Forecasting in Pandemic Scenarios Using Regression Tsetlin Machine. Case Study of Agder, Norway
K Darshana Abeyrathna, S Rasca, K Markvica, OC Granmo
Smart Transportation Systems 2021, 27-37, 2021
22021
Adaptive Continuous Feature Binarization for Tsetlin Machines Applied to Forecasting Dengue Incidences in the Philippines
KD Abeyrathna, OC Granmo, X Zhang, M Goodwin
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2084-2092, 2020
22020
Intrusion detection with interpretable rules generated using the tsetlin machine
KD Abeyrathna, HSG Pussewalage, SN Ranasinghe, VA Oleshchuk, ...
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1121-1130, 2020
22020
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