Ole-Christoffer Granmo

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Morten GoodwinProfessor, Centre for Artificial Intelligence Research, University of AgderVerifisert e-postadresse på uia.no
B. John OommenCarleton UniversityVerifisert e-postadresse på scs.carleton.ca
Lei JiaoAssociate Professor of Information and Communication Technology, University of AgderVerifisert e-postadresse på uia.no
Kuruge Darshana AbeyrathnaSenior ResearcherVerifisert e-postadresse på dnv.com
Xuan ZhangSenior Researcher in Department of Energy and Technology, NORCE (Norwegian Research Center AS)Verifisert e-postadresse på norceresearch.no
Jivitesh Sharma, PhDSenior AI Scientist@NILU | AI Researcher@UiAVerifisert e-postadresse på uia.no
Jaziar RadiantiProfessor, University of AgderVerifisert e-postadresse på uia.no
Anis YazidiProfessor, AI Lab, Oslo Metropolitan UniversityVerifisert e-postadresse på oslomet.no
Sondre GlimsdalUniversity of AgderVerifisert e-postadresse på uia.no
Rohan kumar YadavPhD Research FellowVerifisert e-postadresse på uia.no
Per-Arne AndersenAssociate Professor at University of AgderVerifisert e-postadresse på uia.no
Jose J GonzalezProfessor of ICT, University of AgderVerifisert e-postadresse på uia.no
Rishad ShafikReader in Electronic Systems, Newcastle University, UKVerifisert e-postadresse på newcastle.ac.uk
a yakovlevNewcastle UniversityVerifisert e-postadresse på newcastle.ac.uk
Bimal BhattaraiUniversity of AgderVerifisert e-postadresse på uia.no
noureddine bouhmalabuskerud and vestfold university collegeVerifisert e-postadresse på hbv.no
Frank Eliassenprofessor of informatics at University of OsloVerifisert e-postadresse på ifi.uio.no
Olav LysneProfessor, Simula Research LaboratoryVerifisert e-postadresse på simula.no
Jie LeiValencia Polytechnic UniversityVerifisert e-postadresse på DISCA.UPV.ES
Adrian WheeldonUniversity of EdinburghVerifisert e-postadresse på ed.ac.uk

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Ole-Christoffer Granmo

Professor University of Agder

Verifisert e-postadresse på uia.no - Startside

Machine Learning


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Deep convolutional neural networks for fire detection in images J Sharma, OC Granmo, M Goodwin, JT Fidje Engineering Applications of Neural Networks: 18th International Conference …, 2017	164	2017
Solving two‐armed Bernoulli bandit problems using a Bayesian learning automaton OC Granmo International Journal of Intelligent Computing and Cybernetics 3 (2), 207-234, 2010	114	2010
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	109	2007
The Tsetlin Machine--A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic OC Granmo arXiv preprint arXiv:1804.01508, 2018	106	2018
Thompson sampling for dynamic multi-armed bandits N Gupta, OC Granmo, A Agrawala 2011 10th International Conference on Machine Learning and Applications and …, 2011	90	2011
Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network. J Sharma, OC Granmo, M Goodwin Interspeech 2020, 1186-1190, 2020	65	2020
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	64	2021
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	63	2019
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	59	2018
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	57	2010
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	54	2019
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	53	2007
The convolutional Tsetlin machine OC Granmo, S Glimsdal, L Jiao, M Goodwin, CW Omlin, GT Berge arXiv preprint arXiv:1905.09688, 2019	51	2019
Service selection in stochastic environments: a learning-automaton based solution A Yazidi, OC Granmo, BJ Oommen Applied Intelligence 36 (3), 617-637, 2012	51	2012
Solving non-stationary bandit problems by random sampling from sibling kalman filters OC Granmo, S Berg Trends in Applied Intelligent Systems: 23rd International Conference on …, 2010	47	2010
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	46	2013
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	44	2020
Deep Q-learning with Q-matrix transfer learning for novel fire evacuation environment J Sharma, PA Andersen, OC Granmo, M Goodwin IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (12), 7363-7381, 2020	43	2020
Escape planning in realistic fire scenarios with Ant Colony Optimisation M Goodwin, OC Granmo, J Radianti Applied Intelligence 42, 24-35, 2015	39	2015
Learning automata based energy-efficient AI hardware design for IoT applications A Wheeldon, R Shafik, T Rahman, J Lei, A Yakovlev, OC Granmo Philosophical Transactions of the Royal Society A 378 (2182), 20190593, 2020	38	2020

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