Peter Sincak

Orcid: 0000-0002-0994-5495

According to our database1, Peter Sincak authored at least 49 papers between 1997 and 2024.

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

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Using Segmentation to Boost Classification Performance and Explainability in CapsNets.
Mach. Learn. Knowl. Extr., September, 2024

2022
A Large-Scale Study of Activation Functions in Modern Deep Neural Network Architectures for Efficient Convergence.
Inteligencia Artif., 2022

2021
Fuzzy-Based Distributed Protocol for Vehicle-to-Vehicle Communication.
IEEE Trans. Fuzzy Syst., 2021

Experimental Evaluation of Cloud-Based Facial Emotion Recognition Services.
Comput. Informatics, 2021

Integration of 2D Textural and 3D Geometric Features for Robust Facial Expression Recognition.
Comput. Informatics, 2021

2020
Semantic Segmentation of Airborne LiDAR Data in Maya Archaeology.
Remote. Sens., 2020

Explainable classifier for improving the accountability in decision-making for colorectal cancer diagnosis from histopathological images.
J. Biomed. Informatics, 2020

2019
Psychophysiological Indicators for Modeling User Experience in Interactive Digital Entertainment.
Sensors, 2019

Semantically Explainable Fuzzy Classifier.
Int. J. Pattern Recognit. Artif. Intell., 2019

Autonomous Robotic Dialogue System with Reinforcement Learning for Elderlies with Dementia.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Deep Convolutional Neural Network for Robust Facial Emotion Recognition.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Explainable Classifier Supporting Decision-making for Breast Cancer Diagnosis from Histopathological Images.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Phone Application for Indoor Localization Based on Ble Signal Fingerprint.
Proceedings of the 9th IFIP International Conference on New Technologies, 2018

2017
Cumulative fuzzy class membership criterion decision-based classifier.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016
Cloud-based facial emotion recognition for real-time emotional atmosphere assessment during a lecture.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A review of MF-ARTMAP toward an improvement classification accuracy using simulated annealing.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Interactive Q-learning for social robots that learn from the Wizard: A pilot study.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Use Case Evaluation of a Cloud Robotics Teleoperation System (Short Paper).
Proceedings of the 5th IEEE International Conference on Cloud Networking, 2016

2015
Cloud-Based Robots and Intelligent Space Teleoperation Tools.
Proceedings of the Robot Intelligence Technology and Applications 4, 2015

A Method to Evaluate Intuitive Sense by Using a Robotic Tool: Towards Engineering for Assistive Technology and Accessibility.
Proceedings of the Universal Access in Human-Computer Interaction. Access to Interaction, 2015

2014
Stochastic weight update for recurrent networks.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Interference of waves based usage of an optimization algorithm for finding rules in an agent system.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Multi-Behaviour Robot Control using Genetic Network Programming with Fuzzy Reinforcement Learning.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

The Affective Loop: A Tool for Autonomous and Adaptive Emotional Human-Robot Interaction.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

Cloud-Based Image Recognition for Robots.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

2013
Cloud-Based Object Recognition: A System Proposal.
Proceedings of the Robot Intelligence Technology and Applications 2, 2013

Adaptive Classifier of Candlestick Formations for Prediction of Trends.
Proceedings of the Nostradamus 2013: Prediction, 2013

Daily Temperature Profile Prediction for the District Heating Application.
Proceedings of the Nostradamus 2013: Prediction, 2013

2012
Personalized Emotional Expressions to Improve Natural Human-Humanoid Interaction.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Experience with the Children-Humanoid Interaction in Rehabilitation Therapy for Spinal Disorders.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Distributed and Incremental Visual Object Categorization for Humanoid Platform NAO.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Influence of Number of Neurons in Time Delay Recurrent Networks with Stochastic Weight Update on Backpropagation Through Time.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Neural approach for personalised emotional model in human-robot interaction.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Towards the assisted teleoperation systems.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

2011
Discovering Art in Robotic Motion: From Imitation to Innovation via Interactive Evolution.
Proceedings of the Ubiquitous Computing and Multimedia Applications, 2011

Design of LCL Filter Using Hybrid Intelligent Optimization for Photovoltaic System.
Proceedings of the Ubiquitous Computing and Multimedia Applications, 2011

Design of verbal and non-verbal Human-Robot Interactive System.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

2010
Stochastic weight update in the backpropagation algorithm on feed-forward neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Towards Intelligent Systems with Incremental Learning Ability.
Proceedings of the Towards Intelligent Engineering and Information Technology, 2009

Clustering of users inputs in multi-user interactive evolutionary font design.
Proceedings of the 5th International Symposium on Applied Computational Intelligence and Informatics, 2009

2008
Reduction of Visual Information in Neural Network Learning Visualization.
Proceedings of the Artificial Neural Networks, 2008

Ensembling Classifiers Using Unsupervised Learning.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2006
Combining Gradient and Evolutionary Approaches to the Artificial Neural Networks Training According to Principles of Support Vector Machines.
Proceedings of the International Joint Conference on Neural Networks, 2006

2001
Prediction Systems Based on FIR BP Neural Networks.
Proceedings of the Artificial Neural Networks, 2001

Performance-based Adaptive Fuzzy Control of Aircrafts.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
ARTMAP Neural Networks for Multispectral Image Classification.
J. Adv. Comput. Intell. Intell. Informatics, 2000

1999
Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networks.
Proceedings of the Computational Intelligence, 1999

1998
Experience with Voting Neural Networks for Multi-spectral Image Classification.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

1997
Supervised Classification of Remotely Sensed Images Based on Fuzzy Sets.
Proceedings of the Computational Intelligence, 1997


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