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Ole‐Christoffer Granmo

University of Agder

30H-index
313Paper Count
3.3KCitation Count
Published Papers 38
Publication Date
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The Tsetlin Machine: A “Third Way” in QSAR Modeling
errJournal of Chemical Information and Modeling
IF5.3
err2026-05-28
err0
errOAAI
errPaul F. A. Clarke; Ivan Cmelo; Runar Helin; Mayur Kishor Shende; Ole-Christoffer Granmo; Darren Fayne
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Multisensor Fusion Using Composite Tsetlin Machine With Adaptive Feature Bank Selection
errIEEE Sensors Journal
IF4.5
err2026-04-07
err0
PREAI
errThrishank Hesaraghatta Shivakumar; Bethi Pardhasaradhi; Srinivas Boppu; Ole-Christoffer Granmo; Linga Reddy Cenkeramaddi
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errSave
A Comparative Study of Feature Selection in Tsetlin Machines
errARTIFICIAL INTELLIGENCE XLII, AI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errHalenka, Vojtech; Granmo, Ole-Christoffer; Jiao, Lei; Andersen, Per-Arne
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errSave
Learning dynamics, pattern recognition capability and interpretability of the Tsetlin Machine
errPattern Recognition
IF7.6
err2025-12-30
err0
errOAAI
errOlga Tarasyuk; Anatoliy Gorbenko; Tousif Rahman; Lei Jiao; Ole-Christoffer Granmo; Rishad Shafik; Alex Yakovlev
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MixCTME: A Mixture of Convolutional Tsetlin Machine Experts Using Diverse Spectrogram Visualizations for Jamming Signal Classification
errIEEE Internet of Things Journal
IF8.9
err2025-11-07
err0
PREAI
errSindhusha Jeeru; Rebekka Olsson Omslandseter; Per-Arne Andersen; Aiden James Morrison; Nadezda Sokolova; Ole-Christoffer Granmo; Lei Jiao
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errSave
Tsetlin Machine-Based Image Classification FPGA Accelerator With On-Device Training
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2025-02-01
err0
PREAI
errTunheim, Svein Anders; Jiao, Lei; Shafik, Rishad; Yakovlev, Alex; Granmo, Ole-Christoffer
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Combining unsupervised, supervised and rule-based learning: the case of detecting patient allergies in electronic health records
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2023-09-18
err5
errOAAI
errBerge, Geir Thore; Granmo, Ole-Christoffer; Tveit, Tor Oddbjorn; Ruthjersen, Anna Linda; Sharma, Jivitesh
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errSave
Off-policy and on-policy reinforcement learning with the Tsetlin machine
errAPPLIED INTELLIGENCE
IF3.5
err2023-02-03
err2
errOAAI
errGorji, Saeed Rahimi; Granmo, Ole-Christoffer
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Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2023-01-10
err20
errOAAI
errBerge, G. T.; Granmo, O. C.; Tveit, T. O.; Munkvold, B. E.; Ruthjersen, A. L.; Sharma, J.
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errSave
Word-level human interpretable scoring mechanism for novel text detection using Tsetlin Machines
errAPPLIED INTELLIGENCE
IF3.5
err2022-04-02
err9
errOAAI
errBhattarai, Bimal; Granmo, Ole-Christoffer; Jiao, Lei
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errSave
Using Tsetlin Machine to discover interpretable rules in natural language processing applications
errEXPERT SYSTEMS
IF2.3
err2021-11-12
err12
PREAI
errSaha, Rupsa; Granmo, Ole-Christoffer; Goodwin, Morten
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A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning
errEXPERT SYSTEMS
IF2.3
err2021-10-05
err1
errOAAI
errAbeyrathna, Kuruge Darshana; Granmo, Ole-Christoffer; Shafik, Rishad; Jiao, Lei; Wheeldon, Adrian; Yakovlev, Alex; Lei, Jie; Goodwin, Morten
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errSave
Positionless aspect based sentiment analysis using attention mechanism
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-08-01
err34
errOAAI
errYadav, Rohan Kumar; Jiao, Lei; Goodwin, Morten; Granmo, Ole-Christoffer
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errSave
Learning Automata-based Misinformation Mitigation via Hawkes Processes
errINFORMATION SYSTEMS FRONTIERS
IF8.3
err2021-02-12
err11
errOAAI
errAbouzeid, Ahmed; Granmo, Ole-Christoffer; Webersik, Christian; Goodwin, Morten
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errSave
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability
errIEEE ACCESS
IF3.6
err2021-01-01
err22
errOAAI
errAbeyrathna, K. Darshana; Granmo, Ole-Christoffer; Goodwin, Morten
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errSave
Learning automata based energy-efficient AI hardware design for IoT applications
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2020-09-14
err46
errOAAI
errWheeldon, Adrian; Shafik, Rishad; Rahman, Tousif; Lei, Jie; Yakovlev, Alex; Granmo, Ole-Christoffer
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errSave
Increasing sample efficiency in deep reinforcement learning using generative environment modelling
errEXPERT SYSTEMS
IF2.3
err2020-03-01
err4
errOAAI
errAndersen, Per-Arne; Goodwin, Morten; Granmo, Ole-Christoffer
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errSave
A Conclusive Analysis of the Finite-Time Behavior of the Discretized Pursuit Learning Automaton
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-01-01
err11
PREAI
errZhang, Xuan; Jiao, Lei; Oommen, B. John; Granmo, Ole-Christoffer
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errSave
The regression Tsetlin machine: a novel approach to interpretable nonlinear regression
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2019-12-23
err37
errOAAI
errAbeyrathna, K. Darshana; Granmo, Ole-Christoffer; Zhang, Xuan; Jiao, Lei; Goodwin, Morten
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errSave
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization With Medical Applications
errIEEE ACCESS
IF3.6
err2019-01-01
err47
errOAAI
errBerge, Geir Thore; Granmo, Ole-Christoffer; Tveit, Tor Oddbjorn; Goodwin, Morten; Jiao, Lei; Matheussen, Bernt Viggo
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Sudip Misra
H-index: 58 · Papers: 686
B
B. John Oommen
H-index: 37 · Papers: 462
A
Alex Yakovlev
H-index: 36 · Papers: 787
L
Linga Reddy Cenkeramaddi
H-index: 32 · Papers: 303
F
Frank Eliassen
H-index: 29 · Papers: 192
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