Stephan K. Chalup
Orcid: 0000-0002-7886-3653Affiliations:
- University of Newcastle, School of Electrical Engineering and Computing, Callaghan, NSW, Australia
According to our database1,
Stephan K. Chalup
authored at least 93 papers
between 1998 and 2024.
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Bibliography
2024
IEEE Internet Things J., April, 2024
2023
Topology Estimation of Simulated 4D Image Data by Combining Downscaling and Convolutional Neural Networks.
CoRR, 2023
Ann. Oper. Res., 2023
Proceedings of the Topological, 2023
Violence Detection in Real-Life Audio Signals Using Lightweight Deep Neural Networks.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
2022
Speech Commun., 2022
Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Neurocomputing, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020
Neural Comput. Appl., 2020
Multim. Tools Appl., 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the MobiQuitous '20: Computing, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Multimodal Emotion Recognition Based on Speech and Physiological Signals Using Deep Neural Networks.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
End-To-End Speech Emotion Recognition Based on Time and Frequency Information Using Deep Neural Networks.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Improving the reliability of implicit averaging methods using new conditional operators for robust optimization.
Swarm Evol. Comput., 2019
Algorithms, 2019
Proceedings of the Soft Computing for Problem Solving 2019, 2019
Proceedings of the RoboCup 2019: Robot World Cup XXIII [Sydney, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
From Face Recognition to Facial Pareidolia: Analysing Hidden Neuron Activations in CNNs for Cross-Depiction Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2019
Comparing Ellipse Detection and Deep Neural Networks for the Identification of Drinking Glasses in Images.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019
Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
IEEE Geosci. Remote. Sens. Lett., 2018
Proceedings of the Smart Grid and Internet of Things - Second EAI International Conference, 2018
Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018
Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
2017
Pattern Recognit. Lett., 2017
Evolving multi-dimensional wavelet neural networks for classification using Cartesian Genetic Programming.
Neurocomputing, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Group emotion recognition in the wild by combining deep neural networks for facial expression classification and scene-context analysis.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Improving Operational Performance in Service Delivery Organizations by Using a Metaheuristic Task Allocation Algorithm.
Proceedings of the BPM 2017 Industry Track co-located with the 15th International Conference on Business Process Management (BPM 2017), 2017
2016
Frontiers Robotics AI, 2016
Proceedings of the Australasian Computer Science Week Multiconference, 2016
Proceedings of the Australasian Computer Science Week Multiconference, 2016
Proceedings of the Artificial Life and Computational Intelligence, 2016
2015
Erratum to: A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers.
Vietnam. J. Comput. Sci., 2015
A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers.
Vietnam. J. Comput. Sci., 2015
Proceedings of the RoboCup 2015: Robot World Cup XIX [papers from the 19th Annual RoboCup International Symposium, 2015
Proceedings of the Artificial Life and Computational Intelligence, 2015
Point of Regard from Eye Velocity in Stereoscopic Virtual Environments Based on Intersections of Hypothesis Surfaces.
Proceedings of the Artificial Life and Computational Intelligence, 2015
2014
IEEE Trans. Affect. Comput., 2014
Pattern Recognit. Lett., 2014
Proceedings of the 2014 Conference on Interactive Entertainment, 2014
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014
2013
Neurocomputing, 2013
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013
Proceedings of the Fourth International Conference on Computational Creativity, 2013
Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013
Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013
A component based approach for classifying the seven universal facial expressions of emotion.
Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013
2012
Proceedings of the RoboCup 2012: Robot Soccer World Cup XVI [papers from the 16th Annual RoboCup International Symposium, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
2010
A component based approach improves classification of discrete facial expressions over a holistic approach.
Proceedings of the International Joint Conference on Neural Networks, 2010
Intelligent evaluation of urban streetscape designs by analysing pedestrian body dynamics.
Proceedings of the Third International Workshop on Advanced Computational Intelligence, 2010
2009
Neural Comput. Appl., 2009
2008
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Quadratic Leaky Integrate-and-Fire Neural Network Tuned with an Evolution-Strategy for a Simulated 3D Biped Walking Controller.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
IEEE Trans. Syst. Man Cybern. Part C, 2007
Representations of Streetscape Perceptions Through Manifold Learning in the Space of Hough Arrays.
Proceedings of the First IEEE Symposium on Artificial Life, 2007
Proceedings of the Progress in Artificial Life, Third Australian Conference, 2007
2006
Proceedings of the Advances in Data Analysis, 2006
2005
2003
Incremental training of first order recurrent neural networks to predict a context-sensitive language.
Neural Networks, 2003
Proceedings of the RoboCup 2003: Robot Soccer World Cup VII, 2003
Application of SVMs for Colour Classification and Collision Detection with AIBO Robots.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
A New Look At the Enterprise Information System Life Cycle - Introducing the Concept of Generational Change.
Proceedings of the ICEIS 2003, 2003
Towards staged evolution of an artificial player for Hex by enlarging the boardsize during training.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Int. J. Neural Syst., 2002
Aust. J. Intell. Inf. Process. Syst., 2002
Software for Analysing Recurrent Neural Nets That Learn to Predict Non-regular Languages.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2002
1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approaches.
Proceedings of the Joint Conference on New Methods in Language Processing and Computational Natural Language Learning, 1998