Stephan Chalup

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Citations	2280	1020
h-index	26	17
i10-index	74	37

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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
Aaron S.W. WongThe University of NewcastleVerified email at newcastle.edu.au
Nasimul NomanUniversity of NewcastleVerified email at newcastle.edu.au
Arash JalalianThe University of Newcastle, AustraliaVerified email at uon.edu.au
James WelshUniversity of NewcastleVerified email at newcastle.edu.au
Ali BakhshiData Scientist, Australia/ Casual Academic at the University of NewcastleVerified 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
Alan BlairComputer Science, University of New South WalesVerified email at cse.unsw.edu.au
Maryam Mahsal KHANResearcher, CSIRO, Newcastle, AustraliaVerified email at csiro.au
Peter B GreerUniversity of NewcastleVerified email at newcastle.edu.au
Bilal H. Abed-alguniFull Professor of Artificial Intelligence, Yarmouk UniversityVerified email at yu.edu.jo
Frans HenskensConjoint Professor, School of Medicine & Public Health, University of NewcastleVerified email at newcastle.edu.au
David John PaulUniversity of New EnglandVerified email at une.edu.au
Fayeem AzizResearch and development engineer, Ampcontrol ltdVerified email at restech.net.au
Asad AbbasAustal, AustraliaVerified email at austal.com

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	65	2007
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, 213-226, 2015	55	2015
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	54	2003
A novel U-shaped transfer function for binary particle swarm optimisation S Mirjalili, H Zhang, S Mirjalili, S Chalup, N Noman Soft Computing for Problem Solving 2019: Proceedings of SocProS 2019, Volume …, 2020	52	2020
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	52	1999
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	51	2018
A small spiking neural network with LQR control applied to the acrobot L Wiklendt, S Chalup, R Middleton Neural Computing and Applications 18, 369-375, 2009	50	2009
A method for the visual analysis of the streetscape C Tucker, M Ostwald, S Chalup, J Marshall Space Syntax 5th International Symposium, 519-529, 2005	50	2005
Simulating pareidolia of faces for architectural image analysis SK Chalup, K Hong, MJ Ostwald International Journal of Computer Information Systems and Industrial …, 2010	48	2010
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	47	2016
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	44	2003
The 2004 NUbots team report M Quinlan, C Murch, T Moore, R Middleton, L Li, R King, S Chalup Nov, 2004	41	2004
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	40	2003
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	34	2017
Fast automatic optimisation of CNN architectures for image classification using genetic algorithm A Bakhshi, N Noman, Z Chen, M Zamani, S Chalup 2019 IEEE congress on evolutionary computation (CEC), 1283-1290, 2019	33	2019
Kernel methods in finance SK Chalup, A Mitschele Handbook on information technology in finance, 655-687, 2008	33	2008
Artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health: An integrative review O Higgins, BL Short, SK Chalup, RL Wilson International Journal of Mental Health Nursing 32 (4), 966-978, 2023	32	2023
Group emotion recognition in the wild by combining deep neural networks for facial expression classification and scene-context analysis A Abbas, SK Chalup Proceedings of the 19th ACM international conference on multimodal …, 2017	32	2017
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	32	2009

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