| 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 | 63 | 2020 |
| Extending the tsetlin machine with integer-weighted clauses for increased interpretability KD Abeyrathna, OC Granmo, M Goodwin IEEE Access 9, 8233-8248, 2021 | 46 | 2021 |
| 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 | 43 | 2021 |
| 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 | 32 | 2019 |
| On the convergence of tsetlin machines for the xor operator L Jiao, X Zhang, OC Granmo, KD Abeyrathna IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (5), 6072-6085, 2022 | 30 | 2022 |
| 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 | 28 | 2019 |
| 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 | 20 | 2019 |
| The regression Tsetlin machine: a Tsetlin machine for continuous output problems KD Abeyrathna, OC Granmo, L Jiao, M Goodwin Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019 | 19 | 2019 |
| 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 | 19 | 2017 |
| 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 | 14 | 2020 |
| Combine Particle Swarm Optimization with Artificial Neural Networks for Short-Term Load Forecasting C Jeenanunta, KD Abeyrathna ISJET 8, 25, 2017 | 14 | 2017 |
| 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 | 12 | 2020 |
| Building concise logical patterns by constraining Tsetlin Machine clause size KD Abeyrathna, AAO Abouzeid, B Bhattarai, C Giri, S Glimsdal, ... arXiv preprint arXiv:2301.08190, 2023 | 9 | 2023 |
| A regression Tsetlin machine with integer weighted clauses for compact pattern representation KD Abeyrathna, OC Granmo, M Goodwin arXiv preprint arXiv:2002.01245, 2020 | 8 | 2020 |
| 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 | 7 | 2020 |
| 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 | 7 | 2019 |
| 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 | 6 | 2020 |
| 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 | 5 | 2021 |
| Convolutional regression tsetlin machine: An interpretable approach to convolutional regression D Abeyrathna, OC Granmo, M Goodwin Proceedings of the 2021 6th International Conference on Machine Learning …, 2021 | 5 | 2021 |
| 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 | 5 | 2018 |
Ole-Christoffer GranmoProfessor University of AgderVerified email at uia.no
