Kuruge Darshana Abeyrathna

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 26

Top Topics

Using Artificial Neural Networks

Pattern Representation

Disease Outbreaks

Top Venues

Publications

Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. IJCAI (2023)
Kuruge Darshana Abeyrathna, Sara El Mekkaoui, L. Yi Edward, Andreas Hafver, Ole-Christoffer Granmo
Extension of Regression Tsetlin Machine for Interpretable Uncertainty Assessment. RuleML+RR (2023)
Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. CoRR (2023)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Lei Jiao, Adrian Wheeldon, Alex Yakovlev, Jie Lei, Morten Goodwin
A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning. Expert Syst. J. Knowl. Eng. 40 (4) (2023)
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo, Kuruge Darshana Abeyrathna
On the Convergence of Tsetlin Machines for the XOR Operator. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo, Kuruge Darshana Abeyrathna
On the Convergence of Tsetlin Machines for the XOR Operator. CoRR (2021)
Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling. ICML (2021)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
Convolutional Regression Tsetlin Machine: An Interpretable Approach to Convolutional Regression. ICMLT (2021)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability. IEEE Access 9 (2021)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation. CoRR (2020)
Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling. CoRR (2020)
Kuruge Darshana Abeyrathna, Harsha S. Gardiyawasam Pussewalage, Sasanka N. Ranasinghe, Vladimir A. Oleshchuk, Ole-Christoffer Granmo
Intrusion Detection with Interpretable Rules Generated Using the Tsetlin Machine. SSCI (2020)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Xuan Zhang, Morten Goodwin
Adaptive Continuous Feature Binarization for Tsetlin Machines Applied to Forecasting Dengue Incidences in the Philippines. SSCI (2020)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
On Obtaining Classification Confidence, Ranked Predictions and AUC with Tsetlin Machines. SSCI (2020)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability. CoRR (2020)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin
A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. SGAI Conf. (2020)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
Integer Weighted Regression Tsetlin Machines. IEA/AIE (2020)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. CoRR (2020)
Kuruge Darshana Abeyrathna, Chawalit Jeenanunta
Escape Local Minima with Improved Particle Swarm Optimization Algorithm. NIK (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Lei Jiao, Morten Goodwin
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. CoRR (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Lei Jiao, Morten Goodwin
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. EPIA (2) (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Xuan Zhang, Morten Goodwin
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks. IEA/AIE (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Xuan Zhang, Morten Goodwin
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks. CoRR (2019)
Kuruge Darshana Abeyrathna, Chawalit Jeenanunta
Hybrid Particle Swarm Optimization With Genetic Algorithm to Train Artificial Neural Networks for Short-Term Load Forecasting. Int. J. Swarm Intell. Res. 10 (1) (2019)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
Effect of Data from Neighbouring Regions to Forecast Dengue Incidences in Different Regions of Philippines Using Artificial Neural Networks. NIK (2018)
Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin
A Novel Tsetlin Automata Scheme to Forecast Dengue Outbreaks in the Philippines. ICTAI (2018)