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 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 | 60 | 2020 |
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 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 | 54 | 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 |
Simulating pareidolia of faces for architectural image analysis SK Chalup, K Hong, MJ Ostwald International Journal of Computer Information Systems and Industrial …, 2010 | 50 | 2010 |
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 |
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 |
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 | 41 | 2023 |
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 | 41 | 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 | 35 | 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 | 34 | 2019 |
Kernel methods in finance SK Chalup, A Mitschele Handbook on information technology in finance, 655-687, 2008 | 34 | 2008 |
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 | 33 | 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 | 33 | 2009 |