Jukka Heikkonen

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José del R. MillánLinda Steen Norris & Lee Norris Endowed Chair Prof, University of Texas at Austin, ECE & NeurologyVerified email at austin.utexas.edu
Tapio PahikkalaProfessor, University of turku, FinlandVerified email at utu.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
Kimmo KaskiProfessor of Computational Science, Aalto University School of ScienceVerified email at aalto.fi
Sherif A.S. MohamedPh.D. in computer science, University of TurkuVerified email at huawei.com
Fabio BabiloniProfessor of Physiology, Dept. Molecular Medicine, University of Rome SapienzaVerified email at uniroma1.it
Jonne PohjankukkaSenior researcher, University of TurkuVerified email at utu.fi
Sami Sebastian BrandtProfessor at IT University of CopenhagenVerified email at itu.dk
Tomi WesterlundProfessor, Robotics and Autonomous Systems, University of Turku, FinlandVerified email at utu.fi
Jawad Naveed YasinPhD in Swarm robotics, 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
Jari Ala-IlomakiPrincipal research scientist, Dr (For), adjunct professorVerified email at luke.fi
Jouko LampinenAalto UniversityVerified email at aalto.fi
Aura SalmivaaraResearcher, Natural Resources Institute Finland (Luke)Verified email at luke.fi
Maarit MiddletonGeological Survey of FinlandVerified email at gtk.fi
Samuli LauniainenNatural Resources Institute FinlandVerified email at luke.fi
Mikko SamsProfessor of Cognitive Neuroscience, Aalto UniversityVerified email at aalto.fi
Leena FinérNatural Resources Institute FinlandVerified email at luke.fi
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	341	2018
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	312	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	270	2019
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	259	2002
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	207	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	158	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	133	2006
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	121	2015
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
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	112	2001
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	107	2019
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	94	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
Web cache optimization with nonlinear model using object features T Koskela, J Heikkonen, K Kaski Computer Networks 43 (6), 805-817, 2003	89	2003
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	89	2001
Molecular atlas of postnatal mouse heart development V Talman, J Teppo, P Pöhö, P Movahedi, A Vaikkinen, ST Karhu, K Trošt, ... Journal of the American Heart Association 7 (20), e010378, 2018	85	2018
Federated learning in robotic and autonomous systems Y Xianjia, JP Queralta, J Heikkonen, T Westerlund Procedia Computer Science 191, 135-142, 2021	77	2021
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	77	2011
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	77	2001

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