S. Chalup

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Techniques for Improving Vision and Locomotion on the Sony AIBO Robot

Stephan K. Chalup, Richard H. Middleton, Michael J. Quinlan, 2003 .

Hill Climbing in Recurrent Neural Networks for Learning the a n b n c n Language

A. Blair, S. Chalup, Australia, 2007 .

A study on hill climbing algorithms for neural network training

Stephan K. Chalup, Frederic Maire, S. Chalup, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

Incremental Learning in Biological and Machine Learning Systems

Stephan K. Chalup, S. Chalup, 2002, Int. J. Neural Syst..

Support vector clustering through proximity graph modelling

Jianhua Yang, V. Estivill- Castro, S.K. Chalup, 2002, Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02..

Machine Learning With AIBO Robots in the Four-Legged League of RoboCup

Stephan K. Chalup, Craig L. Murch, Michael J. Quinlan, 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

When NUbots Attack ! The 2002 NUbots Team Report

Craig L. Murch, C. Stanton, Michael J. Quinlan, 2002 .

An automated colour calibration system using multivariate Gaussian mixtures to segment HSI colour space

S. Chalup, Naomi Henderson, Robert A. R. King, 2008 .

Chapter 3 Application of Intelligent Systems for News Analytics

S. Chalup, D. Seese, Caslav Bozic, 2012 .

Design Issues In Hill CliIllbing For Neural Network Training

S. Chalup, F. Maire, 2008 .

Simulating Pareidolia of Faces for Architectural Image Analysis

Stephan K. Chalup, Michael J. Ostwald, Kenny Hong, 2010 .

Regime Type and International Conflict: Towards a General Model

Benjamin E. Goldsmith, Michael J. Quinlan, S. Chalup, 2008 .

Bulk Anatomical Density Based Dose Calculation for Patient-Specific Quality Assurance of MRI-Only Prostate Radiotherapy

Laura M O'Connor, S. Chalup, P. Greer, 2019, Front. Oncol..

CLASSIFICATION OF EBAY BIDDING CHARACTERISTICS

S. Chalup, D. Seese, Tobias Dietrich, 2006 .

A New Look At the Enterprise Information System Life Cycle - Introducing the Concept of Generational Change

Elizabeth Chang, Stephan K. Chalup, Jon Davis, 2003, ICEIS.

ASSESSING THE VISUAL PROPERTIES OF ELEMENTS WITHIN THE STREETSCAPE

S. Chalup, M. Ostwald, C. Tucker, 2008 .

Sustaining residential social space: a visual and spatial analysis of the nearly urban

Michael J. Ostwald, S. Chalup, M. Ostwald, 2006 .

Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification

S. Chalup, N. Noman, P. Moscato, 2022, 2022 IEEE Congress on Evolutionary Computation (CEC).

A component based approach for classifying the seven universal facial expressions of emotion

Stephan K. Chalup, Kenny Hong, Robert A. R. King, 2013, 2013 IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC).

A component based approach improves classification of discrete facial expressions over a holistic approach

Stephan K. Chalup, Kenny Hong, Robert A. R. King, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Hill Climbing in Recurrent Neural Networks for Learning the abc Language

A. Blair, S. Chalup, 2008, ICONIP 2008.

Towards staged evolution of an artificial player for Hex by enlarging the boardsize during training

Stephan K. Chalup, S. Chalup, 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

Incremental training of first order recurrent neural networks to predict a context-sensitive language

Stephan K. Chalup, Alan D. Blair, A. Blair, 2003, Neural Networks.

Incremental Learning for RNNs: How Does it Affect Performance and Hidden Unit Activation?

Stephan K. Chalup, Alan D. Blair, A. Blair, 2003 .

Issues of Neurodevelopment in Biological and Artificial Neural Networks

Stephan K. Chalup, S. Chalup, 2001 .

Hill climbing in recurrent neural networks for learning the a/sup n/b/sup n/c/sup n/ language

Stephan K. Chalup, A. D. Blair, A. Blair, 1999, ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings (Cat. No.99EX378).

Evaluation of Colour Models for Computer Vision Using Cluster Validation Techniques

Stephan K. Chalup, David Budden, Alexandre Mendes, 2012, RoboCup.

Interpretations of Innovation: The intersection of technological advancement and psychosis (Preprint)

S. Chalup, O. Higgins, Brooke L Short, 2022 .

Agent-agent interaction as a component of agent-environment interaction in the modelling and analysis of pedestrian visual behaviour

Michael J. Ostwald, S. Roudavski, N. Gu, 2011, CAADRIA proceedings.

Segmenting Salient Objects in 3D Point Clouds of Indoor Scenes Using Geodesic Distances

Stephan K. Chalup, Shashank Bhatia, S. Chalup, 2013 .

Optimisation of 2D U-Net Model Components for Automatic Prostate Segmentation on MRI

Stephan K. Chalup, Peter B. Greer, James S. Welsh, 2020 .

First Order Recurrent Neural Networks Learn To Predict A Mildly Context-Sensitive Language

Stephan K. Chalup, Alan D. Blair, A. Blair, 2000 .

Machine Learning in the Four-Legged League

Stephan K. Chalup, Craig L. Murch, S. Chalup, 2004 .

Support vector clustering of time series data with alignment kernels

Stephan K. Chalup, Detlef Seese, Benedikt Boecking, 2014, Pattern Recognit. Lett..

Kernel Methods in Finance

Stephan K. Chalup, Andreas Mitschele, S. Chalup, 2008 .

CLUSTERING THROUGH PROXIMITY GRAPH MODELLING

Stephan K. Chalup, Vladimir Estivill-Castro, Jianhua Yang, 2002 .

An experimental evaluation of pairwise adaptive support vector machines

Stephan K. Chalup, Kenny Hong, Robert A. R. King, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Anthropocentric biocybernetic computing for analysing the architectural design of house facades and cityscapes

Stephan K. Chalup, Michael J. Ostwald, S. Chalup, 2009 .

GDTW-P-SVMs: Variable-length time series analysis using support vector machines

Stephan K. Chalup, Arash Jalalian, S. Chalup, 2013, Neurocomputing.

Variations of the two-spiral task

Stephan K. Chalup, Lukasz Wiklendt, S. Chalup, 2007, Connect. Sci..

A Model of Heteroassociative Memory: Deciphering Surprising Features and Locations

Stephan K. Chalup, Shashank Bhatia, S. Chalup, 2013, ICCC.

A method for the visual analysis of streetscape character using digital image processing

Stephan K. Chalup, Michael J. Ostwald, Chris Tucker, 2004 .

Improving the reliability of implicit averaging methods using new conditional operators for robust optimization

Stephan K. Chalup, Hongyu Zhang, Seyedali Mirjalili, 2019, Swarm Evol. Comput..

Evolutionary Wavelet Neural Network ensembles for breast cancer and Parkinson’s disease prediction

Alexandre Mendes, Maryam Mahsal Khan, Stephan K Chalup, 2018, PloS one.

Scene perception using pareidolia of faces and expressions of emotion

Stephan K. Chalup, Michael J. Ostwald, Kenny Hong, 2013, 2013 IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC).

Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning

Stephan K. Chalup, Mubashir Husain Rehmani, M. H. Rehmani, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

A Comparison Study of Cooperative Q-learning Algorithms for Independent Learners

Bilal H. Abed-alguni, David J. Paul, Stephan K. Chalup, 2016 .

NUClear: A Loosely Coupled Software Architecture for Humanoid Robot Systems

Stephan K. Chalup, Alexandre Mendes, Yuqing Lin, 2016, Front. Robot. AI.

Affective analysis of visual scenes using face pareidolia and scene-context

Stephan K. Chalup, Asad Abbas, S. Chalup, 2021, Neurocomputing.

Robot emotions generated and modulated by visual features of the environment

Stephan K. Chalup, Kenny Hong, Peter Walla, 2013, 2013 IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC).

Evolving multi-dimensional wavelet neural networks for classification using Cartesian Genetic Programming

Stephan K. Chalup, Ping Zhang, Alexandre Mendes, 2017, Neurocomputing.

CyTex: Transforming speech to textured images for speech emotion recognition

S. Chalup, Ali Bakhshi, A. Harimi, 2022, Speech Commun..

A study on validating non-linear dimensionality reduction using persistent homology

Stephan K. Chalup, Rahul Paul, S. Chalup, 2017, Pattern Recognit. Lett..

Anthropocentric biocybernetic approaches to architectural analysis: new methods for investigating the built environment | NOVA. The University of Newcastle's Digital Repository

Stephan K. Chalup, Michael J. Ostwald, S. Chalup, 2010 .

A Computational Analysis of Fractal Dimensions in the Architecture of Eileen Gray

Stephan K. Chalup, Josephine Vaughan, Michael J. Ostwald, 2008, Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA).

A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation

Stephan K. Chalup, Hongyu Zhang, Seyedali Mirjalili, 2019, SocProS.

Performance of evolutionary wavelet neural networks in acrobot control tasks

Stephan K. Chalup, Alexandre Mendes, Maryam Mahsal Khan, 2019, Neural Computing and Applications.

Group emotion recognition in the wild by combining deep neural networks for facial expression classification and scene-context analysis

Stephan K. Chalup, Asad Abbas, S. Chalup, 2017, ICMI.

Uncertainty Estimation in the Neural Model for Aeromagnetic Compensation

Defu Cheng, Stephan Chalup, Zhijian Zhou, 2018, IEEE Geoscience and Remote Sensing Letters.

Sound-scapes for robot localisation through dimensionality reduction

Stephan K. Chalup, Aaron S. W. Wong, S. Chalup, 2008 .

A Liver Segmentation Algorithm Based on Wavelets and Machine Learning

Stephan K. Chalup, Suhuai Luo, Guoyu Qian, 2009, 2009 International Conference on Computational Intelligence and Natural Computing.

From Face Recognition to Facial Pareidolia: Analysing Hidden Neuron Activations in CNNs for Cross-Depiction Recognition

Asad Abbas, Stephan Chalup, S. Chalup, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Visual gaze analysis of robotic pedestrians moving in urban space

Stephan K. Chalup, Michael J. Ostwald, Shashank Bhatia, 2012 .

Humanoid robots for modelling and analysing visual gaze dynamics of pedestrians moving in urban space

Stephan K. Chalup, Michael J. Ostwald, Shashank Bhatia, 2011 .

Software for Analysing Recurrent Neural Nets That Learn to Predict Non-regular Languages

Stephan K. Chalup, Alan D. Blair, A. Blair, 2002, ICGI.

Voxel‐based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI

John Simpson, Stephan Chalup, Saadallah Ramadan, 2020, Journal of applied clinical medical physics.

Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart Homes

Nasimul Noman, Stephan Chalup, Mohammad Mobasher-Kashani, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Big Data in IoT Systems pdf

Stephan K. Chalup, James Juniper, Fayeem Aziz, 2019, Internet of Things (IoT).

Fast Evolution of CNN Architecture for Image Classification

Stephan K. Chalup, Nasimul Noman, Ali Bakhshi, 2020, Deep Neural Evolution.

Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm

Zhiyong Chen, Nasimul Noman, Stephan Chalup, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Learning Nursery Rhymes Using Adaptive Parameter Neurodynamic Programming

Stephan K. Chalup, Josiah Walker, S. Chalup, 2015, ACALCI.

Estimating Betti Numbers Using Deep Learning

Stephan Chalup, Rahul Paul, S. Chalup, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Data-cluster analysis of correlations between façade complexity and orientation in Modernist architecture

Stephan K. Chalup, Josephine Vaughan, Michael J. Ostwald, 2009 .

A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers

Bilal H. Abed-alguni, David J. Paul, Stephan K. Chalup, 2015, Vietnam Journal of Computer Science.

Erratum to: A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers

Bilal H. Abed-alguni, David J. Paul, S. Chalup, 2015, Vietnam Journal of Computer Science.

A face-house paradigm for architectural scene analysis

Stephan K. Chalup, Michael J. Ostwald, Kenny Hong, 2008, CSTST.

DQR: Deep Q-Routing in Software Defined Networks

Stephan K. Chalup, Mubashir Husain Rehmani, M. H. Rehmani, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Wayfinding: a method for the empirical evaluation of structural saliency using 3D Isovists

Stephan K. Chalup, Michael J. Ostwald, Shashank Bhatia, 2013 .

Motivated Reinforcement Learning for Improved Head Actuation of Humanoid Robots

Stephan K. Chalup, David Budden, Alexandre Mendes, 2013, RoboCup.

Application of Intelligent Systems for News Analytics

Stephan K. Chalup, Detlef Seese, Caslav Bozic, 2012 .

Natural Language Learning by Recurrent Neural Networks: A Comparison wRh probabilistic approaches

Stephan K. Chalup, Joachim Diederich, Michael W. Towsey, 1998, CoNLL.

Architectural evaluation of simulated pedestrian spatial behaviour

Stephan K. Chalup, Michael J. Ostwald, Arash Jalalian, 2011 .

Simulating pedestrian flow dynamics for evaluating the design of urban and architectural space

Stephan K. Chalup, Michael J. Ostwald, Arash Jalalian, 2010 .

[Regular Paper] Adjacent Network for Semantic Segmentation of Liver CT Scans

Stephan K. Chalup, James S. Welsh, Indriani Puspitasari Astono, 2018, 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering (BIBE).

Addressing deadlock in large‐scale, complex rail networks via multi‐agent deep reinforcement learning

A. M. C. Bretas, S. Chalup, C. Sanhueza, 2023, Expert Systems.

Freight train scheduling via decentralised multi-agent deep reinforcement learning

A. M. C. Bretas, S. Chalup, C. Sanhueza, 2021, MODSIM2021, 24th International Congress on Modelling and Simulation..

A Deep Reinforcement Learning Approach to Fair Distributed Dynamic Spectrum Access

M. H. Rehmani, Syed Qaisar Jalil, S. Chalup, 2020, MobiQuitous.

Analysis of pedestrian spatial behaviour using GDTW-P-SVMs

Stephan K. Chalup, Michael J. Ostwald, Arash Jalalian, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

A decentralised multi-agent system for rail freight traffic management

Stephan Chalup, Claudio Sanhueza, Riley Clement, 2021, Annals of Operations Research.

Foreign Exchange Trading with Support Vector Machines

Stephan K. Chalup, Detlef Seese, Christian Ullrich, 2006, GfKl.

Testing the Robustness of Manifold Learning on Examples of Thinned-Out Data

Stephan Chalup, Fayeem Aziz, S. Chalup, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Aligning Manifolds of Double Pendulum Dynamics Under the Influence of Noise pdf

Stephan K. Chalup, James S. Welsh, Fayeem Aziz, 2018, ICONIP.

A Computational Approach to Fractal Analysis of a Cityscape's Skyline

Stephan K. Chalup, Michael J. Ostwald, Lukasz Wiklendt, 2009 .