Ole-Christoffer Granmo
Universitetet i Agder
H-index: 32
Europe-Norway
Top articles of Ole-Christoffer Granmo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards misinformation mitigation on social media: novel user activity representation for modeling societal acceptance | Journal of Computational Social Science | Ahmed Abouzeid Ole-Christoffer Granmo Morten Goodwin Christian Webersik | 2024/3/22 |
Efficient Data Fusion using the Tsetlin Machine | arXiv preprint arXiv:2310.17207 | Rupsa Saha Vladimir I Zadorozhny Ole-Christoffer Granmo | 2023/10/26 |
Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification | arXiv preprint arXiv:2301.10181 | Jinbao Zhang Xuan Zhang Lei Jiao Ole-Christoffer Granmo Yongjun Qian | 2023/1/20 |
A multi‐step finite‐state automaton for arbitrarily deterministic Tsetlin Machine learning | Expert Systems | Kuruge Darshana Abeyrathna Ole‐Christoffer Granmo Rishad Shafik Lei Jiao Adrian Wheeldon | 2023/5 |
Drop clause: enhancing performance, robustness and pattern recognition capabilities of the Tsetlin machine | Proceedings of the AAAI Conference on Artificial Intelligence | Jivitesh Sharma Rohan Yadav Ole-Christoffer Granmo Lei Jiao | 2023/6/26 |
Model Export for the Convolutional Coalesced Tsetlin Machine | Svein Anders Tunheim Lei Jiao Ole-Christoffer Granmo | 2023/8/29 | |
TMComposites: Plug-and-Play Collaboration Between Specialized Tsetlin Machines | arXiv preprint arXiv:2309.04801 | Ole-Christoffer Granmo | 2023/9/9 |
Harnessing Attention Mechanisms: Efficient Sequence Reduction using Attention-based Autoencoders | arXiv preprint arXiv:2310.14837 | Daniel Biermann Fabrizio Palumbo Morten Goodwin Ole-Christoffer Granmo | 2023/10/23 |
Building concise logical patterns by constraining tsetlin machine clause size | arXiv preprint arXiv:2301.08190 | K Darshana Abeyrathna Ahmed Abdulrahem Othman Abouzeid Bimal Bhattarai Charul Giri Sondre Glimsdal | 2023/1/19 |
Redress: Generating compressed models for edge inference using tsetlin machines | IEEE Transactions on Pattern Analysis and Machine Intelligence | Sidharth Maheshwari Tousif Rahman Rishad Shafik Alex Yakovlev Ashur Rafiev | 2023/4/19 |
An FPGA Architecture for Online Learning using the Tsetlin Machine | arXiv preprint arXiv:2306.01027 | Samuel Prescott Adrian Wheeldon Rishad Shafik Tousif Rahman Alex Yakovlev | 2023/6/1 |
Exploring the Potential of Model-Free Reinforcement Learning using Tsetlin Machines | Didrik K Drøsdal Andreas Grimsmo Per-Arne Andersen Ole-Christoffer Granmo Morten Goodwin | 2023/8/29 | |
Enhancing Inference Performance through Include only Literal Incorporation in Tsetlin Machine | Prajwal Kumar Sahu Srinivas Boppu Rishad Shafik Svein Anders Tunheim Ole-Christoffer Granmo | 2023 | |
Contracting Tsetlin Machine with Absorbing Automata | arXiv preprint arXiv:2310.11481 | Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Per-Arne Andersen Svein Anders Tunheim | 2023/10/17 |
Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital | BMC Medical Informatics and Decision Making | Geir Thore Berge Ole-Christoffer Granmo Tor Oddbjørn Tveit Bjørn Erik Munkvold AL Ruthjersen | 2023/1/10 |
Off-policy and on-policy reinforcement learning with the Tsetlin machine | Applied Intelligence | Saeed Rahimi Gorji Ole-Christoffer Granmo | 2023/4 |
Transfer Learning Through Knowledge-Infused Representations with Contextual Experts | Daniel Biermann Morten Goodwin Ole-Christoffer Granmo | 2023/6/1 | |
Learning Minimalistic Tsetlin Machine Clauses with Markov Boundary-Guided Pruning | Ole-Christoffer Granmo Per-Arne Andersen Lei Jiao Xuan Zhang Christian Blakely | 2023/8/29 | |
Towards IoT Anomaly Detection with Tsetlin Machines | Ole Gunvaldsen Henning Blomfeldt Thorsen Per-Arne Andersen Ole-Christoffer Granmo Morten Goodwin | 2023/8/29 | |
Generalized Convergence Analysis of Tsetlin Machines: A Probabilistic Approach to Concept Learning | arXiv preprint arXiv:2310.02005 | Mohamed-Bachir Belaid Jivitesh Sharma Lei Jiao Ole-Christoffer Granmo Per-Arne Andersen | 2023/10/3 |
Co-Authors
