Comparison of Shannon, Renyi and Tsallis entropy used in decision trees T Maszczyk, W Duch International Conference on Artificial Intelligence and Soft Computing, 643-651, 2008 | 113 | 2008 |
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 | 59 | 2016 |
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 | 49 | 2017 |
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 | 30 | 2016 |
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 | 26 | 2016 |
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 | 21 | 2012 |
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 | 20 | 2019 |
Support vector machines for visualization and dimensionality reduction T Maszczyk, W Duch International Conference on Artificial Neural Networks, 346-356, 2008 | 16 | 2008 |
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 | 11 | 2018 |
Support feature machines: Support vectors are not enough T Maszczyk, W Duch The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010 | 11 | 2010 |
Universal learning machines W Duch, T Maszczyk International Conference on Neural Information Processing, 206-215, 2009 | 10 | 2009 |
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 | 9 | 2016 |
Discovering Data Structures using Meta-learning, Visualization and Constructive Neural Networks T Maszczyk, M Grochowski, W Duch Advances in Machine Learning II, 467-484, 2010 | 9 | 2010 |
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 | 8 | 2018 |
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 | 8 | 2015 |
Optimal support features for meta-learning W Duch, T Maszczyk, M Grochowski Meta-Learning in Computational Intelligence, 317-358, 2011 | 8 | 2011 |
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 | 7 | 2019 |
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 | 7 | 2017 |
Almost random projection machine W Duch, T Maszczyk International Conference on Artificial Neural Networks, 789-798, 2009 | 7 | 2009 |
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 | 5 | 2018 |