Concepedia

K. Darshana Abeyrathna

KD

6

Publications

147

Citations

6

H-Index

2018

Active since

Affiliations

University of Agder(Current)

NORCE Research AS

K. Darshana Abeyrathna is an author at University of Agder specializing in data science, engineering, and computer engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningComputer EngineeringForecastingCluster ComputingEnergy ManagementParallel ComputingAutomated Reasoning

Publications per year

2018–2023

6

Publications

6

The regression Tsetlin machine: a novel approach to interpretable nonlinear regression

K. Darshana Abeyrathna, Ole‐Christoffer Granmo, Xuan Zhang et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2019 · 53 citations

On the Convergence of Tsetlin Machines for the XOR Operator

Lei Jiao, Xuan Zhang, Ole‐Christoffer Granmo et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling

K. Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Cluster Computing, Almost Constant-time Scaling, Engineering +19

Hybrid Particle Swarm Optimization With Genetic Algorithm to Train Artificial Neural Networks for Short-Term Load Forecasting

K. Darshana Abeyrathna, Chawalit Jeenanunta · International Journal of Swarm Intelligence Research · 2018 · 19 citations

Engineering, Artificial Neural Networks, Data Science +14

Intrusion Detection with Interpretable Rules Generated Using the Tsetlin Machine

K. Darshana Abeyrathna, Harsha S. Gardiyawasam Pussewalage, Sasanka N. Ranasinghe et al. · 2020 · 10 citations

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