Stephan Chalup

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	All	Since 2016
Citations	1520	576
h-index	21	12
i10-index	57	20

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Co-authors

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
Lukasz WiklendtFlinders University, Human PhysiologyVerified email at flinders.edu.au
Arash JalalianThe University of Newcastle, AustraliaVerified email at uon.edu.au
Shashank BhatiaData Scientist at Patienteer Pty LtdVerified email at uon.edu.au
Jake FountainPhD Candidate, University of NewcastleVerified email at uon.edu.au
josephine vaughanUniversity of Newcastle, AustraliaVerified email at newcastle.edu.au
Bilal H. Abed-alguniAssociate Professor, Yarmouk UniversityVerified email at yu.edu.jo
Vladimir Estivill-CastroProfessor of Computer ScienceVerified email at griffith.edu.au
yuqing linThe University of NewcastleVerified email at newcastle.edu.au
Frederic MaireSenior Lecturer in Robotics, Queensland University of TechnologyVerified email at qut.edu.au
Mary-Anne WilliamsDistinguished Professor, University of Technology Sydney; Stanford UniversityVerified email at uts.edu.au
Maria SeronAssociate Professor, The University of Newcastle, AustraliaVerified email at newcastle.edu.au
Christopher (Chris) StantonUniversity of Western Sydney, MARCS InstituteVerified email at uws.edu.au
Benjamin E. GoldsmithProfessor, Australian National UniversityVerified email at anu.edu.au
Oliver J. ColemanPhD candidate, University of New South WalesVerified email at student.unsw.edu.au
Oliver ObstAssociate Professor in Data Science, Western Sydney UniversityVerified email at uws.edu.au

Stephan Chalup

Associate 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	141	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	54	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	51	2003
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, 635-642, 2003	43	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	42	2009
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	39	1999
A method for the visual analysis of the streetscape C Tucker, M Ostwald, S Chalup, J Marshall University of Newcastle, 519-529, 2005	35	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	35	2003
Simulating pareidolia of faces for architectural image analysis SK Chalup, K Hong, MJ Ostwald International Journal of Computer Information Systems and Industrial …, 2010	33	2010
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	32	2015
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	28	2017
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	24	2012
Kernel methods in finance SK Chalup, A Mitschele Handbook on information technology in finance, 655-687, 2008	24	2008
Combining edge detection and colour segmentation in the four-legged league CL Murch, SK Chalup Australasian Conference on Robotics and Automation (ACRA’2004), 2004	24	2004
Traction monitoring for collision detection with legged robots MJ Quinlan, CL Murch, RH Middleton, SK Chalup Robot Soccer World Cup, 374-384, 2003	24	2003
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	23	2009
Incremental learning in biological and machine learning systems SK Chalup International Journal of Neural Systems 12 (06), 447-465, 2002	22	2002
Evaluation of colour models for computer vision using cluster validation techniques D Budden, S Fenn, A Mendes, S Chalup Robot Soccer World Cup, 261-272, 2012	21	2012
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	21	2009

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