Tomasz Maszczyk

According to our database1, Tomasz Maszczyk authored at least 29 papers between 2008 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019
Support Feature Machines.
CoRR, 2019

2018
Inferring the Climate in Classrooms from Audio and Video Recordings: A Machine Learning Approach.
Proceedings of the IEEE International Conference on Teaching, 2018

Automated Lexical Analysis of Interviews with Individuals with Schizophrenia.
Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

Automated Classification of Classroom Climate by Audio Analysis.
Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

Automatic Verbal Analysis of Interviews with Schizophrenic Patients.
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.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards a data-driven behavioral approach to prediction of insider-threat.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Deep learning-based classification for brain-computer interfaces.
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.
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.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

An integrated V2X simulator with applications in vehicle platooning.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

An Integrated Simulation Environment for Testing V2X Protocols and Applications.
Proceedings of the International Conference on Computational Science 2016, 2016

Epileptiform spike detection via convolutional neural networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Real-time sociometrics from audio-visual features for two-person dialogs.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2012
Make it cheap: Learning with O(nd) complexity.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Recursive Similarity-Based Algorithm for Deep Learning.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Feature Ranking Methods Used for Selection of Prototypes.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Locally Optimized Kernels.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
Optimal Support Features for Meta-Learning.
Proceedings of the Meta-Learning in Computational Intelligence, 2011

2010
Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks.
Proceedings of the Advances in Machine Learning II, 2010

Support Feature Machine for DNA Microarray Data.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Support Feature Machines: Support vectors are not enough.
Proceedings of the International Joint Conference on Neural Networks, 2010

Almost Random Projection Machine with Margin Maximization and Kernel Features.
Proceedings of the Artificial Neural Networks, 2010

Triangular Visualization.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009
Universal Learning Machines.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Almost Random Projection Machine.
Proceedings of the Artificial Neural Networks, 2009

2008
Support Vector Machines for Visualization and Dimensionality Reduction.
Proceedings of the Artificial Neural Networks, 2008

Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees.
Proceedings of the Artificial Intelligence and Soft Computing, 2008


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