ORCID as entered in ROS
https://orcid.org/0000-0002-4309-6511
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Conference Papers
, 2025, 'Charting a Fair Path: FaGGM Fairness-Aware Generative Graphical Models', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 171 - 185, http://dx.doi.org/10.1007/978-981-96-0348-0_13
, 2024, 'A Program-Synthesis Challenge for ARC-Like Tasks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 25 - 39, http://dx.doi.org/10.1007/978-3-031-55630-2_3
, 2023, 'Context Discovery and Cost Prediction for Detection of Anomalous Medical Claims, with Ontology Structure Providing Domain Knowledge', in Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, pp. 29 - 40, presented at
, 2023, 'Developing an anomaly detection framework for Medicare claims', in ACM International Conference Proceeding Series, pp. 234 - 237, http://dx.doi.org/10.1145/3579375.3579410
, 2022, 'Discovering Periodicity in Locally Repeating Patterns', in Proceedings - 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, DSAA 2022, http://dx.doi.org/10.1109/DSAA54385.2022.10032435
, 2022, 'Sequential pattern detection for identifying courses of treatment and anomalous claim behaviour in medical insurance', in Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, pp. 3039 - 3046, http://dx.doi.org/10.1109/BIBM55620.2022.9995541
, 2021, 'Towards Motion Capture Using a Swarms of Drones', in Tan Tien N (ed.), Proceedings of 17th International Conference on Intelligent Unmanned Systems, International Society of Intelligent Unmanned Systems, Ho Ci Minh City, Viet Nam, presented at
, 2020, 'Using a Semi-Evolutionary Algorithm to Optimize Deep Network Hyper-Parameters with an Application to Donor Detection', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2655 - 2662, http://dx.doi.org/10.1109/SSCI47803.2020.9308351
, 2020, 'From Reward to Histone: Combining Temporal-Difference Learning and Epigenetic Inheritance for Swarm’s Coevolving Decision Making', in 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Institute of Electrical and Electronics Engineers (IEEE), Valparaíso, Chile, pp. 1 - 6, presented at
, 2019, 'Intern Training of Artificial Intelligence Systems', in Juliastuti E (ed.), 2019 International Conference on Instrimentation, Control and Automation, IEEE, Bandung, Indoneasia, pp. 117 - 120, presented at
, 2019, 'Reward-based Evolutionary Swarm UAVs on Search and Rescue Mission', in AEROSPACE - 18th Australian International Aerospace Congress, Engineers Australia, Royal Aeronautical Society, Melbourne, Australia, pp. 348 - 353, presented at
, 2018, 'Using word embeddings with linear models for short text classification', in Mitrovic T; Xue B; Li X (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Victoria University of Wellington, New Zealand, pp. 819 - 827, presented at
, 2018, 'An investigation into the role of domain-knowledge on the use of embeddings', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Ferrara, Italy, pp. 169 - 183, presented at
, 2018, 'Analysing TV audience engagement via twitter: Incremental segment-level opinion mining of second screen tweets', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Nanjing, China, pp. 300 - 308, presented at
, 2018, 'A knowledge acquisition method for event extraction and coding based on deep patterns', in Yoshida K; Lee M (ed.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, Nanjing, China, pp. 16 - 31, presented at
, 2017, 'A joint human/machine process for coding events and conflict drivers', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 639 - 654, presented at
, 2016, 'A Scalable People-to-People Hybrid Reciprocal Recommender Using Hidden Markov Models', in 2nd International Workshop on Machine Learning Methods for Recommender Systems, Miami, Florida, USA, presented at
, 2016, 'Identification of transition models of biological systems in the presence of transition noise', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 200 - 214, http://dx.doi.org/10.1007/978-3-319-40566-7_14
, 2015, 'Runway and Terrain Classification and effect on Engine Out Takeoff Paths', Cairns, presented at
, 2015, 'Is Engine Failure on the Runway at Takeoff the most limiting case?', in AIAC16, Melbourne, Vic, presented at
, 2015, 'Diverging Engine Failure Paths on Standard Instrument Departures', Kissimmee, Florida, USA, presented at
, 2015, 'Diverging engine failure paths on standard instrument departures', in AIAA Guidance, Navigation, and Control Conference, 2013
, 2015, 'Diverging engine failure paths on standard instrument departures', in AIAA Guidance, Navigation, and Control Conference, 2013
, 2014, 'Evaluation and deployment of a people-to-peopie recommender in online dating', in Proceedings of The Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, pp. 2914 - 2921, presented at
, 2014, 'Combining Career Progression and Profile Matching in a Job Recommender System', in Pham D-N; Park S-B (ed.), PRICAI 2014: Trends in Artificial Intelligence, Springer
, 2013, 'Visual analytics of phosphorylation time-series data on insulin response', in AIP Conference Proceedings, pp. 185 - 196, http://dx.doi.org/10.1063/1.4825010
, 2012, 'ENGINE-OUT TAKEOFF PATH OPTIMIZATION OUT OF TERRAIN CHALLENGING AIRPORTS', Brisbane, presented at
, 2012, 'Ranking Interaction-Based Collaborative Filtering Recommendations Using Temporal Features in Online Dating', in Ranking Interaction-Based Collaborative Filtering Recommendations Using Temporal Features in Online Dating, International Business Information Management Association, 18th IBIMA Conference, pp. 450 - 457, presented at
, 2011, 'Engine-Out Takeoff Path Optimization out of Terrain Challenging Airports', in Crassidis JL (ed.), AIAA Guidance, Navigation and Control Conference, Portland, Oregon, USA, presented at
, 2011, 'Knowledge-Guided Identification of Petri Net Models of Large Biological Systems', in Inductive Logic Programming 21st International Conference ILP2011, Springer, Berlin, pp. 317 - 331, presented at
, 2011, 'Large aircraft takeoff path optimization out of terrain challenging airports', in Fourteenth Australian Aeronautical Conference, Royal Aeronautical Society (Australian Divison) / Engineers Australia, Australia, pp. 249 - 258, presented at
, 2010, 'Interaction-based collaborative filtering methods for recommendation in online dating', in Web Information Systems Engineering - WISE 2010, Springer, Germany, pp. 342 - 356, presented at
, 2010, 'Cygnus: Back to the future - Applying commercial program lessons learned', in AIAA SPACE Conference and Exposition 2010
, 2010, 'People Recommendation based on Aggregated Bidirectional Intentions in Social Network Site', in AICI - Lecture Notes in Computer Science, Springer, Germany, pp. 247 - 260, presented at
, 2010, 'Adaptive Tutorials for Virtual Microscopy: A Design Paradigm to Promote Pedagogical Ownership', in Intelligent Tutoring Systems - Lecture Notes in Computer Science Volume 6095 Part II, Springer, Berlin / Heidelberg, pp. 266 - 268, presented at
, 2010, 'Cygnus: Back to the future - Applying commercial program lessons learned', in AIAA SPACE Conference and Exposition 2010, http://dx.doi.org/10.2514/6.2010-8621
, 2009, 'A User-Driven and Data-Driven Approach for Supporting Teachers in Reflection and Adaptation of Adaptive Tutorials', in Educational Data Mining 2009: 2nd International Conference on Educational Data Mining, Proceedings, CORDOBA, SPAIN, presented at
, 2009, 'Adaptive tutorials using virtual slides to enhance learning of microscopic morphology', in Proceedings of World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2009, Association for the Advancement of Computing in Education, Chesapeake, VA, http://www.editlib.org/p/32546
, 2009, 'Mining minimal constrained flow cycles from complex transaction data', in Conferences on Research and Practice in Information Technology Volume 101, Australian Computer Society, Adelaide, SA, presented at
, 2008, 'Visualization and Analysis of Student Interactions in an Adaptive Exploratory Learning Environment', in CEUR Workshop Proceedings, Maastricht, Netherlands, presented at
, 2007, 'Learning from ontological annotation: an application of formal concept analysis to feature construction in the gene ontology', in Australasian ontology workshop 2007, Gold Coast, Qld, presented at
, 2007, 'Virtual apparatus approach to constructing adaptive tutorials', in 2007 international conference on e-learning, e-business, enterprise information systems, and e-government, Las, Vegas, Nevada, USA, presented at
, 2006, 'Learning causal networks from microarray data', in Workshop on Intelligent systems for bioinformatics, 2006, Hobart, presented at
, 2004, 'A knowledge acquisition approach for composite aerospace component design.', in 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Qld, presented at
, 2004, 'Predicate invention and the revision of first-order concept lattices', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at
, 2003, 'Learning Quantitative Gene Interactions from Microarray Data', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at
, 2003, 'Inductive Construction of Ontologies from Formal Concept Analysis', in 16th Australian Conference on Artificial Intelligence, Perth, WA, presented at
, 2003, 'Learning Ontologies from Concept Lattices', in ICCS 2003 - International Conference on Conceptual Structures, Dresden, Germany, presented at
, 2002, 'Structured Features From Concept Lattices For Unsupervised Learning And Classification', in AI 2002: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at
, 2002, 'Revising Concept Lattices To Extract Concept Definitions', in PKAW 2002: The 2002 Pacific Rim Knowledge Acquisition Workshop, Tokyo, Japan, presented at
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https://orcid.org/0000-0002-4309-6511