Ole-Christoffer Granmo

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Morten GoodwinProfessor, Centre for Artificial Intelligence Research, University of AgderAdresse e-mail validée de uia.no
Lei JiaoProfessor of Information and Communication Technology, University of AgderAdresse e-mail validée de uia.no
B. John OommenCarleton UniversityAdresse e-mail validée de scs.carleton.ca
Kuruge Darshana AbeyrathnaSenior ResearcherAdresse e-mail validée de dnv.com
Jivitesh Sharma, PhDSenior AI Scientist@NILU | AI Researcher@UiAAdresse e-mail validée de uia.no
Xuan ZhangSenior Researcher in Department of Energy and Technology, NORCE (Norwegian Research Center AS)Adresse e-mail validée de norceresearch.no
Rishad ShafikProfessor of Microelectronic Systems, Newcastle University, UKAdresse e-mail validée de newcastle.ac.uk
Per-Arne AndersenAssociate Professor at University of AgderAdresse e-mail validée de uia.no
Jaziar RadiantiProfessor, University of AgderAdresse e-mail validée de uia.no
Sondre GlimsdalUniversity of AgderAdresse e-mail validée de uia.no
Anis YazidiProfessor, AI Lab, Oslo Metropolitan UniversityAdresse e-mail validée de oslomet.no
a yakovlevNewcastle UniversityAdresse e-mail validée de newcastle.ac.uk
Rohan kumar YadavPhD Research FellowAdresse e-mail validée de uia.no
Bimal BhattaraiUniversity of AgderAdresse e-mail validée de uia.no
Jose J GonzalezProfessor of ICT, University of AgderAdresse e-mail validée de uia.no
Adrian WheeldonLiteral LabsAdresse e-mail validée de literal-labs.ai
noureddine bouhmalabuskerud and vestfold university collegeAdresse e-mail validée de hbv.no
Rupsa SahaDepartment of ICT, University of AgderAdresse e-mail validée de uia.no
Geir Thore BergeUniversity of Agder, Sørlandet sykehus Hospital TrustAdresse e-mail validée de sshf.no
Frank Eliassenprofessor of informatics at University of OsloAdresse e-mail validée de ifi.uio.no

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Ole-Christoffer Granmo

Professor University of Agder

Adresse e-mail validée de uia.no - Page d'accueil

Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	275	2017
The Tsetlin Machine--A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic OC Granmo arXiv preprint arXiv:1804.01508, 2018	182	2018
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	130	2010
Thompson sampling for dynamic multi-armed bandits N Gupta, OC Granmo, A Agrawala 2011 10th International Conference on Machine Learning and Applications and …, 2011	120	2011
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	114	2007
Environment sound classification using multiple feature channels and attention based deep convolutional neural network J Sharma, OC Granmo, M Goodwin International Speech Communication Association, 2020	101	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	100	2021
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	93	2020
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	93	2019
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	92	2019
The convolutional Tsetlin machine OC Granmo, S Glimsdal, L Jiao, M Goodwin, CW Omlin, GT Berge arXiv preprint arXiv:1905.09688, 2019	92	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	81	2018
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	72	2020
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	69	2020
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	61	2010
Positionless aspect based sentiment analysis using attention mechanism RK Yadav, L Jiao, M Goodwin, OC Granmo Knowledge-Based Systems 226, 107136, 2021	56	2021
Explainable tsetlin machine framework for fake news detection with credibility score assessment B Bhattarai, OC Granmo, L Jiao arXiv preprint arXiv:2105.09114, 2021	55	2021
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	55	2007
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	54	2013
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	52	2021

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