Jukka Heikkonen

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José del R. MillánCarol Cockrell Curran Endowed Chair Professor, University of Texas at Austin, ECE & NeurologyVerified email at austin.utexas.edu
Tapio PahikkalaProfessor, University of turku, FinlandVerified email at utu.fi
Kimmo KaskiProfessor of Computational Science, Aalto University School of ScienceVerified email at aalto.fi
Hashem HaghbayanAdjunct Professor (Docent) at University of Turku, FinlandVerified email at utu.fi
Juha PlosilaProfessor, University of Turku (UTU), FinlandVerified email at utu.fi
Fabio BabiloniProfessor of Physiology, Dept. Molecular Medicine, University of Rome SapienzaVerified email at uniroma1.it
Sherif A.S. MohamedPh.D. in computer science, University of TurkuVerified email at huawei.com
Sami Sebastian BrandtProfessor at IT University of CopenhagenVerified email at itu.dk
Jonne PohjankukkaSenior researcher, University of TurkuVerified email at utu.fi
Febo CincottiDIAG, Sapienza University of Rome, Italy || NEILab, Santa Lucia Foundation, Rome, ItalyVerified email at diag.uniroma1.it
Jawad Naveed YasinPhD in Swarm robotics, University of TurkuVerified email at utu.fi
Tomi WesterlundProfessor, Robotics and Autonomous Systems, University of Turku, FinlandVerified email at utu.fi
Jari Ala-IlomakiPrincipal research scientist, Dr (For), adjunct professorVerified email at luke.fi
Mikko SamsProfessor of Cognitive Neuroscience, Aalto UniversityVerified email at aalto.fi
Jouko LampinenAalto UniversityVerified email at aalto.fi
Aura SalmivaaraResearcher, Natural Resources Institute Finland (Luke)Verified email at luke.fi
Leena FinérNatural Resources Institute FinlandVerified email at luke.fi
Samuli LauniainenNatural Resources Institute FinlandVerified email at luke.fi
Luigi BianchiTor Vergata University of Rome, ItalyVerified email at ieee.org
Antti AirolaAssociate Professor, University of TurkuVerified email at utu.fi

Jukka Heikkonen

Professor of Computer Science, University of Turku

Verified email at utu.fi

Machine learning data analysis autonomous systems machine vision GIS applications


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A deep auto-encoder based approach for intrusion detection system F Farahnakian, J Heikkonen 2018 20th International Conference on Advanced Communication Technology …, 2018	293	2018
A local neural classifier for the recognition of EEG patterns associated to mental tasks J del R Millan, J Mouriño, M Franzé, F Cincotti, M Varsta, J Heikkonen, ... IEEE transactions on neural networks 13 (3), 678-686, 2002	251	2002
Unmanned aerial vehicles (uavs): Collision avoidance systems and approaches JN Yasin, SAS Mohamed, MH Haghbayan, J Heikkonen, H Tenhunen, ... IEEE access 8, 105139-105155, 2020	227	2020
A survey on odometry for autonomous navigation systems SAS Mohamed, MH Haghbayan, T Westerlund, J Heikkonen, H Tenhunen, ... IEEE access 7, 97466-97486, 2019	213	2019
Linear classification of low-resolution EEG patterns produced by imagined hand movements F Babiloni, F Cincotti, L Lazzarini, J Millan, J Mourino, M Varsta, ... IEEE Transactions on Rehabilitation engineering 8 (2), 186-188, 2000	203	2000
Estimating the prediction performance of spatial models via spatial k-fold cross validation J Pohjankukka, T Pahikkala, P Nevalainen, J Heikkonen International Journal of Geographical Information Science 31 (10), 2001-2019, 2017	129	2017
EEG and MEG brain-computer interface for tetraplegic patients L Kauhanen, T Nykopp, J Lehtonen, P Jylanki, J Heikkonen, P Rantanen, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (2 …, 2006	127	2006
Time series prediction using recurrent SOM with local linear models T Koskela, M Varsta, J Heikkonen, K Kaski Int. J. of Knowledge-Based Intelligent Engineering Systems 2 (1), 60-68, 1998	118	1998
Modelling of European hake nurseries in the Mediterranean Sea: an ecological niche approach JN Druon, F Fiorentino, M Murenu, L Knittweis, F Colloca, C Osio, ... Progress in oceanography 130, 188-204, 2015	111	2015
Automatic alignment of transmission electron microscope tilt series without fiducial markers S Brandt, J Heikkonen, P Engelhardt Journal of structural biology 136 (3), 201-213, 2001	110	2001
Temporal sequence processing using recurrent SOM T Koskela, M Varsta, J Heikkonen, K Kaski 1998 Second International Conference. Knowledge-Based Intelligent Electronic …, 1998	96	1998
Three-dimensional cryoEM reconstruction of native LDL particles to 16Å resolution at physiological body temperature V Kumar, SJ Butcher, K Öörni, P Engelhardt, J Heikkonen, K Kaski, ... PloS one 6 (5), e18841, 2011	90	2011
A recurrent self-organizing map for temporal sequence processing M Varstal, JR Millán, J Heikkonen Artificial Neural Networks—ICANN'97: 7th International Conference Lausanne …, 1997	90	1997
Edge and fog computing enabled AI for IoT-an overview Z Zou, Y Jin, P Nevalainen, Y Huan, J Heikkonen, T Westerlund 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019	88	2019
Multiphase method for automatic alignment of transmission electron microscope images using markers S Brandt, J Heikkonen, P Engelhardt Journal of structural biology 133 (1), 10-22, 2001	87	2001
Web cache optimization with nonlinear model using object features T Koskela, J Heikkonen, K Kaski Computer Networks 43 (6), 805-817, 2003	86	2003
Temporal kohonen map and the recurrent self-organizing map: Analytical and experimental comparison M Varsta, J Heikkonen, J Lampinen, JDR Millán Neural processing letters 13, 237-251, 2001	76	2001
Potential feeding and spawning habitats of Atlantic bluefin tuna in the Mediterranean Sea JN Druon, JM Fromentin, F Aulanier, J Heikkonen Marine Ecology Progress Series 439, 223-240, 2011	73	2011
Local neural classifier for EEG-based recognition of mental tasks JR Millán, J Mourino, F Babiloni, F Cincotti, M Varsta, J Heikkonen Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000	69	2000
Recurrent SOM with local linear models in time series prediction. T Koskela, M Varsta, J Heikkonen, K Kaski ESANN, 167-172, 1998	68	1998

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