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Ole-Christoffer Granmo
Ole-Christoffer Granmo
Verifisert e-postadresse på uia.no - Startside
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Deep convolutional neural networks for fire detection in images
J Sharma, OC Granmo, M Goodwin, JT Fidje
International conference on engineering applications of neural networks, 183-193, 2017
1262017
Solving two‐armed Bernoulli bandit problems using a Bayesian learning automaton
OC Granmo
International Journal of Intelligent Computing and Cybernetics, 2010
1092010
Learning automata-based solutions to the nonlinear fractional knapsack problem with applications to optimal resource allocation
OC Granmo, BJ Oommen, SA Myrer, MG Olsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 37 …, 2007
1032007
Thompson sampling for dynamic multi-armed bandits
N Gupta, OC Granmo, A Agrawala
2011 10th International Conference on Machine Learning and Applications and …, 2011
742011
The Tsetlin Machine--A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic
OC Granmo
arXiv preprint arXiv:1804.01508, 2018
702018
Solving stochastic nonlinear resource allocation problems using a hierarchy of twofold resource allocation automata
OC Granmo, BJ Oommen
IEEE Transactions on Computers 59 (4), 545-560, 2010
562010
Routing Bandwidth-Guaranteed paths in MPLS traffic engineering: A multiple race track learning approach
BJ Oommen, S Misra, OC Granmo
IEEE Transactions on Computers 56 (7), 959-976, 2007
522007
Deep RTS: a game environment for deep reinforcement learning in real-time strategy games
PA Andersen, M Goodwin, OC Granmo
2018 IEEE conference on computational intelligence and games (CIG), 1-8, 2018
482018
Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network.
J Sharma, OC Granmo, M Goodwin
Interspeech, 1186-1190, 2020
472020
Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications
GT Berge, OC Granmo, TO Tveit, M Goodwin, L Jiao, BV Matheussen
IEEE Access 7, 115134-115146, 2019
472019
Service selection in stochastic environments: a learning-automaton based solution
A Yazidi, OC Granmo, BJ Oommen
Applied Intelligence 36 (3), 617-637, 2012
472012
Solving non-stationary bandit problems by random sampling from sibling kalman filters
OC Granmo, S Berg
International Conference on Industrial, Engineering and Other Applications …, 2010
452010
Crowd models for emergency evacuation: A review targeting human-centered sensing
J Radianti, OC Granmo, N Bouhmala, P Sarshar, A Yazidi, J Gonzalez
2013 46th Hawaii international conference on system sciences, 156-165, 2013
432013
Multi-layer intrusion detection system with ExtraTrees feature selection, extreme learning machine ensemble, and softmax aggregation
J Sharma, C Giri, OC Granmo, M Goodwin
EURASIP Journal on Information Security 2019 (1), 1-16, 2019
402019
A Bayesian learning automaton for solving two-armed Bernoulli bandit problems
OC Granmo
2008 Seventh International Conference on Machine Learning and Applications …, 2008
382008
The convolutional Tsetlin machine
OC Granmo, S Glimsdal, L Jiao, M Goodwin, CW Omlin, GT Berge
arXiv preprint arXiv:1905.09688, 2019
372019
A spatio-temporal probabilistic model of hazard-and crowd dynamics for evacuation planning in disasters
J Radianti, OC Granmo, P Sarshar, M Goodwin, J Dugdale, JJ Gonzalez
Applied Intelligence 42 (1), 3-23, 2015
362015
Human-level interpretable learning for aspect-based sentiment analysis
RK Yadav, L Jiao, OC Granmo, M Goodwin
Proceedings of the AAAI Conference on Artificial Intelligence 35 (16), 14203 …, 2021
352021
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
352020
Escape planning in realistic fire scenarios with Ant Colony Optimisation
M Goodwin, OC Granmo, J Radianti
Applied Intelligence 42 (1), 24-35, 2015
332015
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Artikler 1–20