Jaakko Suutala

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Juha RöningProfessor of Embedded Systems, University of OuluVerified email at oulu.fi
Dr. (tech) Tuomo AlasalmiVerified email at vero.fi
Susanna PirttikangasUniversity of Oulu, Silo.AIVerified email at oulu.fi
Dennis A RobersonProfessor of Computer Science, Illinois Institute of TechnologyVerified email at iit.edu
Andre BourdouxIMECVerified email at imec.be
Rafael BerkvensIDLab - University of Antwerp - imecVerified email at ieee.org
Carlos H. M. de LimaUniversity of OuluVerified email at oulu.fi
Maxime GuillaudHuawei Technologies FranceVerified email at ieee.org
Tachporn SanguanpuakCentre for Wireless Communications, Department of Communication Engineering, University of OuluVerified email at oulu.fi
Muhammad Reza Kahar Aziz, PhD, S...Assistant Professor at Institut Teknologi Sumatera | Founder of Int. Geolocation and WCom (iGlowcom)Verified email at el.itera.ac.id
Tommy SvenssonChalmers University of TechnologyVerified email at chalmers.se
Barend van LiempdManager Hardware Engineering at PharrowtechVerified email at pharrowtech.com
Hadi SarieddeenPostdoctoral Associate at MITVerified email at mit.edu
Andre Noll BarretoBarkhausen Institut, Dresden, GermanyVerified email at barkhauseninstitut.org
Mikko ValkamaTampere University, FinlandVerified email at tuni.fi
Gonzalo Seco-GranadosProfessor of Telecommunications Engineering, Universitat Autonoma of Barcelona (Spain)Verified email at uab.cat
Henk WymeerschChalmers University of TechnologyVerified email at chalmers.se
Davide DardariUniversity of BolognaVerified email at unibo.it
Isomursu MinnaProfessor, University of OuluVerified email at oulu.fi
Didier BelotSTMicroelectronics CEA LETIVerified email at st.com

Jaakko Suutala

Assistant Professor of Artificial Intelligence, University of Oulu

Verified email at oulu.fi - Homepage

Machine learning Signal processing Bayesian nonparametrics Artificial intelligence Data science


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Spectrum occupancy measurements: A survey and use of interference maps M Höyhtyä, A Mämmelä, M Eskola, M Matinmikko, J Kalliovaara, ... IEEE Communications Surveys & Tutorials 18 (4), 2386-2414, 2016	162	2016
6G white paper on machine learning in wireless communication networks S Ali, W Saad, N Rajatheva, K Chang, D Steinbach, B Sliwa, C Wietfeld, ... arXiv preprint arXiv:2004.13875, 2020	96	2020
Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option J Suutala, J Röning Information Fusion 9 (1), 21-40, 2008	91	2008
Convergent communication, sensing and localization in 6G systems: An overview of technologies, opportunities and challenges C De Lima, D Belot, R Berkvens, A Bourdoux, D Dardari, M Guillaud, ... IEEE Access 9, 26902-26925, 2021	85	2021
6G white paper on localization and sensing A Bourdoux, AN Barreto, B van Liempd, C de Lima, D Dardari, D Belot, ... arXiv preprint arXiv:2006.01779, 2020	68	2020
Towards the adaptive identification of walkers: Automated feature selection of footsteps using distinction sensitive LVQ J Suutala, J Röning Int. Workshop on Processing Sensory Information for Proactive Systems (PSIPS …, 2004	55	2004
Discriminative temporal smoothing for activity recognition from wearable sensors J Suutala, S Pirttikangas, J Röning International symposium on ubiquitious computing systems, 182-195, 2007	52	2007
Gaussian process person identifier based on simple floor sensors J Suutala, K Fujinami, J Röning European Conference on Smart Sensing and Context, 55-68, 2008	44	2008
Footstep identification from pressure signals using Hidden Markov Models S Pirttikangas, J Suutala, J Riekki, J Röning Proc. Finnish Signal Processing Symposium (FINSIG’03), 124-128, 2003	39	2003
Combining classifiers with different footstep feature sets and multiple samples for person identification J Suutala, J Roning Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005	38	2005
Global spectrum observatory network setup and initial findings T Taher, R Attard, A Riaz, D Roberson, J Taylor, K Zdunek, J Hallio, ... 2014 9th International Conference on Cognitive Radio Oriented Wireless …, 2014	34	2014
Reject-optional LVQ-based two-level classifier to improve reliability in footstep identification J Suutala, S Pirttikangas, J Riekki, J Röning International Conference on Pervasive Computing, 182-187, 2004	31	2004
Learning vector quantization in footstep identification S Pirttikangas, J Suutala, J Riekki, J Röning Proc. 3rd IASTED International Conference on Artificial Intelligence and …, 2003	21	2003
Classification uncertainty of multiple imputed data T Alasalmi, H Koskimäki, J Suutala, J Röning 2015 IEEE Symposium Series on Computational Intelligence, 151-158, 2015	11	2015
Feature selection and activity recognition to detect water waste from water tap usage TT Vu, A Sokan, H Nakajo, K Fujinami, J Suutala, P Siirtola, T Alasalmi, ... 2011 IEEE 17th International Conference on Embedded and Real-Time Computing …, 2011	11	2011
Footstep pattern matching from pressure signals using segmental semi-markov models K Koho, J Suutala, T Seppänen, J Röning 2004 12th European Signal Processing Conference, 1609-1612, 2004	11	2004
Real-time non-intrusive appliance load monitor T Alasalmi, J Suutala, J Röning International conference on Smart grids and Green IT Systems, 203-208, 2012	7	2012
Better Classifier Calibration for Small Datasets A Tuomo, J Suutala, J Röning, H Koskimäki ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (3), 1-19, 2020	5	2020
6G white paper on localization and sensing C de Lima, D Belot, R Berkvens, A Bourdoux, D Dardari, M Guillaud, ... University of Oulu, 2020	5	2020
Instance level classification confidence estimation T Alasalmi, H Koskimäki, J Suutala, J Röning Distributed Computing and Artificial Intelligence, 13th International …, 2016	5	2016

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