ORCID as entered in ROS
https://orcid.org/0000-0002-1039-4766
Select Publications
Conference Papers
, 2024, 'Explainable Visual Question Answering via Hybrid Neural-Logical Reasoning', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN60899.2024.10651165
, 2024, 'Exploiting Dialogue Acts and Context to Identify Argumentative Relations in Online Debates', in ArgMining 2024 - 11th Workshop on Argument Mining, Proceedings of the Workshop, pp. 36 - 45
, 2023, 'A Symbolic-Neural Reasoning Model for Visual Question Answering', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191538
, 2023, 'Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images', in 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, pp. 312 - 319, http://dx.doi.org/10.1109/DICTA60407.2023.00050
, 2023, 'LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering', in Advances in Neural Information Processing Systems
, 2022, 'A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging', in Calzolari N (ed.), Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, pp. 542 - 552, presented at
, 2022, 'Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation', in Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI Press, Palo Alto, California USA, Virtual, pp. 7620 - 7627, presented at
, 2022, 'Eccentric regularization: minimizing hyperspherical energy without explicit projection', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892944
, 2022, 'Retrieval Augmented Classification for Long-Tail Visual Recognition', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 6949 - 6959, http://dx.doi.org/10.1109/CVPR52688.2022.00683
, 2022, 'Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting', in Proceedings - International Conference on Pattern Recognition, pp. 4630 - 4636, http://dx.doi.org/10.1109/ICPR56361.2022.9956309
, 2020, 'PhishZip: A New Compression-based Algorithm for Detecting Phishing Websites', in 2020 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS), IEEE, ELECTR NETWORK, presented at
, 2020, 'PhishZip: A New Compression-based Algorithm for Detecting Phishing Websites', in 2020 IEEE Conference on Communications and Network Security, CNS 2020, http://dx.doi.org/10.1109/CNS48642.2020.9162211
, 2020, 'A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network', in Proceedings - International Symposium on Biomedical Imaging, pp. 726 - 730, http://dx.doi.org/10.1109/ISBI45749.2020.9098714
, 2019, 'Epigenetic evolution of deep convolutional models', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 1478 - 1486, http://dx.doi.org/10.1109/CEC.2019.8790327
, 2019, 'Adversarial Evolution and Deep Learning – How Does an Artist Play with Our Visual System?', in Ekárt A; Liapis A; Castro Pena ML (eds.), Lecture Notes in Computer Science, Springer, Leipzig, pp. 18 - 34, presented at
, 2018, 'Adversarial Image Generation using Evolution and Deep Learning', in 2018 IEEE Congress on Evolutionary Computation (CEC), IEEE, Rio de Janiero, Brazil, presented at
, 2017, 'Constructivist simulations for path search algorithms', in Huda N; Inglis D; Tse N; Town G (eds.), 28th Annual Conference of the Australasian Association for Engineering Education, Australasian Association for Engineering Education, Sydney, Australia, pp. 990 - 998, presented at
, 2017, 'Co-evolving line drawings with hierarchical evolution', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Geelong, VIC, Australia, pp. 39 - 49, presented at
, 2016, 'Parallel Hierarchical Evolution of String Library Functions', in Handl J (ed.), Lecture Notes in Computer Science, Springer, Edinburgh, pp. 281 - 291, presented at
, 2016, 'Complexity-based speciation and genotype representation for neuroevolution', in Evolutionary Computation (CEC), 2016 IEEE Congress on, IEEE Press, Vancouver, pp. 3092 - 3101, presented at
, 2016, 'Learning a multi-player chess game with TreeStrap', in 2016 IEEE Congress on Evolutionary Computation (CEC), IEEE, Vancouver, Canada, pp. 617 - 623, presented at
, 2015, 'Transgenic Evolution for Classification Tasks with HERCL', in Chalup SK; Blair AD; Randall M (eds.), Lecture Notes in Computer Science, Springer, Newcastle, Australia, pp. 185 - 195, presented at
, 2015, 'Artificial Life and Computational Intelligence: First Australasian Conference, ACALCI 2015 Newcastle, NSW, Australia, February 5-7, 2015 Proceedings', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), http://dx.doi.org/10.1007/978-3-319-14803-8
, 2014, 'Incremental evolution of HERCL programs for robust control', in Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, ACM, Vancouver, Canada, presented at
, 2014, 'Coarse and Fine Learning in Deep Networks', in 2014 International Joint Conference on Neural Networks Artificial Intelligence, Neural Networks Conference, IEEE, Beijing, pp. 792 - 799, presented at
, 2014, 'Automated generation of environments to test the general learning capabilities of AI agents', in GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference, pp. 161 - 168, http://dx.doi.org/10.1145/2576768.2598257
, 2013, 'Learning the Caesar and Vigenere Cipher by Hierarchical Evolutionary Re-Combination', in 2013 IEEE Congress on Evolutionary Computation (CEC 2013), IEEE, Cancun, Mexico, presented at
, 2013, 'Crafty: Dynamic vendor pricing in computer role-playing games', in Proceedings of the 6th International Conference on Foundations of Digital Games, Association for Computing Machinery, New York, pp. 286 - 288, presented at
, 2012, 'An Abstract Deep Network for Image Classification', in Proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, Springer Verlag, Sydney, Australia, pp. 156 - 169, presented at
, 2012, 'Evolving Plastic Neural Networks for Online Learning: Review and Future Directions', in Proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, Springer Verlag, Sydney, Australia, pp. 326 - 337, presented at
, 2009, 'Gaussian process modeling of large scale terrain', in Proceedings - IEEE International Conference on Robotics and Automation, pp. 1047 - 1053, http://dx.doi.org/10.1109/ROBOT.2009.5152677
, 2009, 'Training of Recurrent Internal Symmetry Networks by Backpropagation', in International Joint Conference on Neural Networks (IJCNN) 2009, IEEE, Atlanta, USA, presented at
, 2009, 'Training of Recurrent Internal Symmetry Networks by Backpropagation', in IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, IEEE, GA, Atlanta, pp. 2027 - 2032, presented at
, 2008, 'Learning position evaluation for go with internal symmetry networks', in 2008 IEEE symposium on computational intelligence and games, Proceedings, Perth, Australia, presented at
, 2008, 'Bootstrapping from Game Tree Search', in Advances in Neural Information Processing Systems 22, Vancouver, BC, Canada, presented at
, 2007, 'Deriving sensor models and non-linear filtering for exponentials of polynomials', in 2007 Australasian conference on robotics and automation, Brisbane, Qld, presented at
, 2007, 'Decentralised data fusion with exponentials of polynomials', in 20 Years of Innovative Robotics, San Diego, CA, presented at
, 2007, 'Effective use of transposition tables in stochastic game tree search', in 2007 IEEE Symposium on Computational Intelligence and Games (CIG 2007), Honolulu, Hawaii, presented at
, 2006, 'Texture and distinctness analysis for natural feature extraction', in Proceedings of the Australasian conference on robotics and automation, Auckland, New Zealand, presented at
, 2006, 'A self-selecting crossover operator', in 2006 IEEE Congress on Evolutionary Computation, CEC 2006, pp. 1420 - 1427
, 2006, 'Dynamically defined functions in grammatical evolution', in 2006 IEEE Congress on Evolutionary Computation, CEC 2006, pp. 2638 - 2645
, 2006, 'Distinctness analysis on natural landmark descriptors', in International Conference on Field and Service Robotics 2005, Port Douglas, Australia, presented at
, 2006, 'A self-selecting crossover operator', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, presented at
, 2006, 'An improved minibrain that learns through both positive and negative feedback', in 2006 International Joint Conference on Neural Networks, Vancouver BC Canada, pp. 812 - 819, presented at
, 2006, 'Dynamically Defined Functions in Grammatical Evolution', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, presented at
, 2005, 'Texture and distinctness analysis for natural feature extraction', in Proceedings of the Australasian conference on robotics and automation, University of New South Wales, presented at
, 2005, 'Distinctness analysis on natural landmark descriptors', in Field and Service Robotics 2005, Port Douglas, Australia, presented at
, 2005, 'A structure preserving crossover in grammatical evolution', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, presented at
, 2004, 'Distinctive feature analysis of natural landmarks as a front end for SLAM applications.', in Autonomous Robots and Agents, Springer, Berlin/Heidelberg, presented at
, 2002, 'Exploitation and peacekeeping: introducing more sophisticated interactions to the Iterated Prisoner`s Dilemma', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, presented at
https://orcid.org/0000-0002-1039-4766