Tomasz Maszczyk

Saurabh Aggarwal

J. Intell. Manuf., 2023

2020

AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019

Support Feature Machines.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Inferring the Climate in Classrooms from Audio and Video Recordings: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Teaching, 2018

Automated Lexical Analysis of Interviews with Individuals with Schizophrenia.

[BibT_eX]

[DOI]

Shihao Xu

Zixu Yang

Bhing-Leet Tan

Jimmy Chee Keong Lee

Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

Automated Classification of Classroom Climate by Audio Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

Automatic Verbal Analysis of Interviews with Schizophrenic Patients.

[BibT_eX]

[DOI]

Shihao Xu

Zixu Yang

Bhing-Leet Tan

Jimmy Chee Keong Lee

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Prediction of Negative Symptoms of Schizophrenia from Emotion Related Low-Level Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards a data-driven behavioral approach to prediction of insider-threat.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Deep learning-based classification for brain-computer interfaces.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Assessment and prediction of negative symptoms of schizophrenia from RGB+D movement signals.

[BibT_eX]

[DOI]

Alexander Rosenberg Johansen

Bhing-Leet Tan

Jimmy Lee

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

2016

EEG hyperscanning study of inter-brain synchrony during cooperative and competitive interaction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

An integrated V2X simulator with applications in vehicle platooning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

An Integrated Simulation Environment for Testing V2X Protocols and Applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science 2016, 2016

Epileptiform spike detection via convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Real-time sociometrics from audio-visual features for two-person dialogs.

[BibT_eX]

[DOI]

Yasir Tahir

Shoko Dauwels

Justin Dauwels

Daniel Thalmann

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2012

Make it cheap: Learning with O(nd) complexity.

[BibT_eX]

[DOI]

Norbert Jankowski

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Recursive Similarity-Based Algorithm for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Feature Ranking Methods Used for Selection of Prototypes.

[BibT_eX]

[DOI]

Marcin Blachnik

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Locally Optimized Kernels.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Optimal Support Features for Meta-Learning.

[BibT_eX]

[DOI]

Marek Grochowski

Proceedings of the Meta-Learning in Computational Intelligence, 2011

2010

Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks.

[BibT_eX]

[DOI]

Marek Grochowski

Proceedings of the Advances in Machine Learning II, 2010

Support Feature Machine for DNA Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Support Feature Machines: Support vectors are not enough.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Almost Random Projection Machine with Margin Maximization and Kernel Features.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

Triangular Visualization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009

Universal Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Almost Random Projection Machine.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

2008

Support Vector Machines for Visualization and Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees.

[BibT_eX]

[DOI]