Artigos com autorizações de acesso público - Tommi KärkkäinenSaiba mais
3 artigos não disponíveis publicamente
Automating the parameter selection in VRP: an off-line parameter tuning tool comparison
J Rasku, N Musliu, T Kärkkäinen
Modeling, Simulation and Optimization for Science and Technology, 191-209, 2014
Autorizações: Austrian Science Fund
On the role of Taylor’s formula in machine learning
T Kärkkäinen
Impact of Scientific Computing on Science and Society, 275-294, 2023
Autorizações: Academy of Finland
Enhancing Performance of Linked Independent Component Analysis: Investigating the Influence of Subjects and Modalities
H Xu, H Li, T Kärkkäinen, F Cong
2023 International Conference on Computers, Information Processing and …, 2023
Autorizações: National Natural Science Foundation of China
41 artigos disponíveis publicamente
One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG
X Wang, X Wang, W Liu, Z Chang, T Kärkkäinen, F Cong
Neurocomputing 459, 212-222, 2021
Autorizações: National Natural Science Foundation of China
Detection of developmental dyslexia with machine learning using eye movement data
P Raatikainen, J Hautala, O Loberg, T Kärkkäinen, P Leppänen, ...
Array 12, 100087, 2021
Autorizações: Academy of Finland
A method for structure prediction of metal-ligand interfaces of hybrid nanoparticles
S Malola, P Nieminen, A Pihlajamäki, J Hämäläinen, T Kärkkäinen, ...
Nature communications 10 (1), 3973, 2019
Autorizações: Academy of Finland
Monte Carlo Simulations of Au38(SCH3)24 Nanocluster Using Distance-Based Machine Learning Methods
A Pihlajamaki, J Hamalainen, J Linja, P Nieminen, S Malola, ...
The Journal of Physical Chemistry A 124 (23), 4827-4836, 2020
Autorizações: Academy of Finland
Improving scalable K-means++
J Hämäläinen, T Kärkkäinen, T Rossi
Algorithms 14 (1), 6, 2020
Autorizações: Academy of Finland
Game learning analytics for understanding reading skills in transparent writing system
M Niemelä, T Kärkkäinen, S Äyrämö, M Ronimus, U Richardson, ...
British Journal of Educational Technology 51 (6), 2376-2390, 2020
Autorizações: Academy of Finland
Extreme minimal learning machine: Ridge regression with distance-based basis
T Kärkkäinen
Neurocomputing 342, 33-48, 2019
Autorizações: Academy of Finland
Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator
M Saarela, T Kärkkäinen
Journal of informetrics 14 (2), 101008, 2020
Autorizações: Academy of Finland
Explainable student agency analytics
M Saarela, V Heilala, P Jääskelä, A Rantakaulio, T Kärkkäinen
IEEE Access 9, 137444-137459, 2021
Autorizações: Academy of Finland
Minimal learning machine: Theoretical results and clustering-based reference point selection
J Hämäläinen, ASC Alencar, T Kärkkäinen, CLC Mattos, AHS Júnior, ...
Journal of Machine Learning Research 21 (239), 1-29, 2020
Autorizações: Academy of Finland
Feature selection for distance-based regression: An umbrella review and a one-shot wrapper
J Linja, J Hämäläinen, P Nieminen, T Kärkkäinen
Neurocomputing 518, 344-359, 2023
Autorizações: Academy of Finland
Comparison of cluster validation indices with missing data
M Niemelä, S Äyrämö, T Kärkkäinen
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2018
Autorizações: Academy of Finland
Channel increment strategy-based 1D convolutional neural networks for seizure prediction using intracranial EEG
X Wang, C Zhang, T Kärkkäinen, Z Chang, F Cong
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 316-325, 2022
Autorizações: National Natural Science Foundation of China
Toolbox for distance estimation and cluster validation on data with missing values
M Niemelä, S Äyrämö, T Kärkkäinen
IEEE Access 10, 352-367, 2021
Autorizações: Academy of Finland
Scalable robust clustering method for large and sparse data
J Hämäläinen, T Kärkkäinen, T Rossi
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2018
Autorizações: Academy of Finland
Do randomized algorithms improve the efficiency of minimal learning machine?
J Linja, J Hämäläinen, P Nieminen, T Kärkkäinen
Machine Learning and Knowledge Extraction 2 (4), 533-557, 2020
Autorizações: Academy of Finland
Distributed scrum when turning into maintenance: A single case study
M Kilpala, T Kärkkäinen
Second International Conference on Computer Science and Information …, 2015
Autorizações: Finnish Funding Agency for Innovation
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