Stephan Chalup

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Michael J OstwaldThe University of New South WalesVerified email at unsw.edu.au
Alexandre MendesSenior Lecturer of Computing and Information Technology, The University of NewcastleVerified email at newcastle.edu.au
Richard MiddletonProfessor, University of NewcastleVerified email at newcastle.edu.au
Robert A.R. KingSchool of Mathematical and Physical Sciences, University of NewcastleVerified email at newcastle.edu.au
Alan BlairComputer Science, University of New South WalesVerified email at cse.unsw.edu.au
Aaron S.W. WongThe University of NewcastleVerified email at newcastle.edu.au
Arash JalalianThe University of Newcastle, AustraliaVerified email at uon.edu.au
Jade FountainPhD Graduate, University of NewcastleVerified email at uon.edu.au
Shashank BhatiaData Scientist at Patienteer Pty LtdVerified email at uon.edu.au
Trent HoulistonThe University of Newcastle, AustraliaVerified email at newcastle.edu.au
Maryam Mahsal KHANResearcher, CSIRO, Newcastle, AustraliaVerified email at csiro.au
Nasimul NomanUniversity of NewcastleVerified email at newcastle.edu.au
James WelshUniversity of NewcastleVerified email at newcastle.edu.au
Bilal H. Abed-alguniAssociate Professor, Yarmouk UniversityVerified email at yu.edu.jo
Frans HenskensHonorary Professor, School of Medicine & Public Health, PRC for Health Behaviour, University ofVerified email at newcastle.edu.au
David John PaulUniversity of New EnglandVerified email at une.edu.au
Ali BakhshiPostdoctoral Researcher at UNSW, Australia/ Casual Academic at the University of NewcastleVerified email at newcastle.edu.au
josephine vaughanUniversity of Newcastle, AustraliaVerified email at newcastle.edu.au
Fayeem AzizResearch and development engineer, Ampcontrol ltdVerified email at restech.net.au
Vladimir Estivill-CastroProfessor of Computer ScienceVerified email at upf.edu

Stephan Chalup

Professor, The University of Newcastle, Australia

Verified email at newcastle.edu.au - Homepage

Deep Neural Networks Topological Data Analysis Manifold Learning Emotional Artificial Intelligence Biocybernetics


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Support vector clustering through proximity graph modelling J Yang, V Estivill-Castro, SK Chalup Proceedings of the 9th International Conference on Neural Information …, 2002	146	2002
Machine learning with AIBO robots in the four-legged league of RoboCup SK Chalup, CL Murch, MJ Quinlan IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2007	58	2007
Techniques for improving vision and locomotion on the sony aibo robot MJ Quinlan, SK Chalup, RH Middleton Proceedings of the 2003 Australasian Conference on Robotics and Automation, 2003	50	2003
A small spiking neural network with LQR control applied to the acrobot L Wiklendt, S Chalup, R Middleton Neural Computing and Applications 18 (4), 369-375, 2009	45	2009
A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers BH Abed-alguni, SK Chalup, FA Henskens, DJ Paul Vietnam Journal of Computer Science 2 (4), 213-226, 2015	43	2015
Simulating pareidolia of faces for architectural image analysis SK Chalup, K Hong, MJ Ostwald International Journal of Computer Information Systems and Industrial …, 2010	43	2010
Application of SVMs for colour classification and collision detection with AIBO robots M Quinlan, S Chalup, R Middleton Advances in Neural Information Processing Systems 16, 2003	43	2003
The 2004 NUbots team report M Quinlan, C Murch, T Moore, R Middleton, L Li, R King, S Chalup Nov, 2004	42	2004
A study on hill climbing algorithms for neural network training S Chalup, F Maire Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No …, 1999	40	1999
A method for the visual analysis of the streetscape C Tucker, M Ostwald, S Chalup, J Marshall University of Newcastle, 519-529, 2005	39	2005
Incremental training of first order recurrent neural networks to predict a context-sensitive language SK Chalup, AD Blair Neural Networks 16 (7), 955-972, 2003	36	2003
Evolutionary wavelet neural network ensembles for breast cancer and Parkinson’s disease prediction MM Khan, A Mendes, SK Chalup PLoS One 13 (2), e0192192, 2018	32	2018
Evolving multi-dimensional wavelet neural networks for classification using Cartesian Genetic Programming MM Khan, A Mendes, P Zhang, SK Chalup Neurocomputing 247, 39-58, 2017	30	2017
A comparison study of cooperative Q-learning algorithms for independent learners BH Abed-Alguni, DJ Paul, SK Chalup, FA Henskens Int. J. Artif. Intell 14 (1), 71-93, 2016	30	2016
Kernel methods in finance SK Chalup, A Mitschele Handbook on information technology in finance, 655-687, 2008	29	2008
A liver segmentation algorithm based on wavelets and machine learning S Luo, JS Jin, SK Chalup, G Qian 2009 International Conference on Computational Intelligence and Natural …, 2009	26	2009
Analyzing architectural space: identifying salient regions by computing 3D isovists S Bhatia, SK Chalup, MJ Ostwald Conference proceedings. 46th annual conference of the architectural science …, 2012	25	2012
Variations of the two-spiral task SK Chalup, L Wiklendt Connection Science 19 (2), 183-199, 2007	25	2007
Incremental learning in biological and machine learning systems SK Chalup International Journal of Neural Systems 12 (06), 447-465, 2002	25	2002
A computational approach to fractal analysis of a cityscape's skyline SK Chalup, N Henderson, MJ Ostwald, L Wiklendt Architectural Science Review 52 (2), 126-134, 2009	24	2009

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