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Tomasz Maszczyk
Tomasz Maszczyk
Adresse e-mail validée de ihpc.a-star.edu.sg
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Comparison of Shannon, Renyi and Tsallis entropy used in decision trees
T Maszczyk, W Duch
Artificial Intelligence and Soft Computing–ICAISC 2008: 9th International …, 2008
1512008
Epileptiform spike detection via convolutional neural networks
AR Johansen, J Jin, T Maszczyk, J Dauwels, SS Cash, MB Westover
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
1162016
Deep learning-based classification for brain-computer interfaces
J Thomas, T Maszczyk, N Sinha, T Kluge, J Dauwels
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017
1062017
An integrated simulation environment for testing V2X protocols and applications
A Choudhury, T Maszczyk, CB Math, H Li, J Dauwels
Procedia Computer Science 80, 2042-2052, 2016
592016
EEG hyperscanning study of inter-brain synchrony during cooperative and competitive interaction
N Sinha, T Maszczyk, Z Wanxuan, J Tan, J Dauwels
2016 IEEE international conference on systems, man, and cybernetics (SMC …, 2016
542016
A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson’s disease
KR Wan, T Maszczyk, AAQ See, J Dauwels, NKK King
Clinical Neurophysiology 130 (1), 145-154, 2019
502019
Prediction of negative symptoms of schizophrenia from emotion related low-level speech signals
D Chakraborty, Z Yang, Y Tahir, T Maszczyk, J Dauwels, N Thalmann, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
322018
Make it cheap: learning with O (nd) complexity
W Duch, N Jankowski, T Maszczyk
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-4, 2012
262012
Automated classification of classroom climate by audio analysis
A James, YHV Chua, T Maszczyk, AM Núñez, R Bull, K Lee, J Dauwels
9th International Workshop on Spoken Dialogue System Technology, 41-49, 2019
212019
Inferring the climate in classrooms from audio and video recordings: a machine learning approach
A James, M Kashyap, YHV Chua, T Maszczyk, AM Núñez, R Bull, ...
2018 IEEE International Conference on Teaching, Assessment, and Learning for …, 2018
202018
An integrated V2X simulator with applications in vehicle platooning
A Choudhury, T Maszczyk, MT Asif, N Mitrovic, CB Math, H Li, J Dauwels
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
202016
Support vector machines for visualization and dimensionality reduction
T Maszczyk, W Duch
Artificial Neural Networks-ICANN 2008: 18th International Conference, Prague …, 2008
172008
Automatic verbal analysis of interviews with schizophrenic patients
S Xu, Z Yang, D Chakraborty, Y Tahir, T Maszczyk, VYH Chua, J Dauwels, ...
2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 1-5, 2018
162018
Assessment and prediction of negative symptoms of schizophrenia from RGB+ D movement signals
D Chakraborty, Y Tahir, Z Yang, T Maszczyk, J Dauwels, D Thalmann, ...
2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP …, 2017
152017
Avatar-machine learning pipeline evaluation using surrogate model
TD Nguyen, T Maszczyk, K Musial, MA Zöller, B Gabrys
Advances in Intelligent Data Analysis XVIII: 18th International Symposium on …, 2020
122020
Support feature machines: Support vectors are not enough
T Maszczyk, W Duch
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
122010
Knowledge-embedded machine learning and its applications in smart manufacturing
F Farbiz, MS Habibullah, B Hamadicharef, T Maszczyk, S Aggarwal
Journal of Intelligent Manufacturing 34 (7), 2889-2906, 2023
112023
Real-time sociometrics from audio-visual features for two-person dialogs
Y Tahir, D Chakraborty, T Maszczyk, S Dauwels, J Dauwels, N Thalmann, ...
2015 IEEE International Conference on Digital Signal Processing (DSP), 823-827, 2015
112015
Universal learning machines
W Duch, T Maszczyk
International Conference on Neural Information Processing, 206-215, 2009
102009
Towards a data-driven behavioral approach to prediction of insider-threat
S Basu, YHV Chua, MW Lee, WG Lim, T Maszczyk, Z Guo, J Dauwels
2018 IEEE International Conference on Big Data (Big Data), 4994-5001, 2018
92018
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