Select Publications
Conference Papers
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 16th International Conference on Health Informatics, 16 February 2023 - 18 February 2023, http://dx.doi.org/10.5220/0011611000003414
,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 17th International Conference on Intelligent Unmanned System, Ho Ci Minh City, Viet Nam, 25 August 2021 - 27 August 2021
,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 2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Valparaíso, Chile, 26 October 2020 - 30 October 2020, http://dx.doi.org/10.1109/ICDL-EpiRob48136.2020.9278049
,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 6th ICA 2019, Bandung, Indoneasia, 31 July 2019 - 02 August 2019, http://dx.doi.org/10.1109/ICA.2019.8916740
,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 AIAC 2018: 18th Australian International Aerospace Congress, Melbourne, Australia, 24 February 2019 - 26 February 2019, http://dx.doi.org/10.26190/unsworks/27195
,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 AI 2018 - The 31st Australasian Joint Conference on Artificial Intelligence, Victoria University of Wellington, New Zealand, 11 December 2018 - 14 December 2018, http://dx.doi.org/10.1007/978-3-030-03991-2_74
,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 International Conference on Inductive Logic Programming, Ferrara, Italy, 02 September 2018 - 04 September 2018, http://dx.doi.org/10.1007/978-3-319-78090-0_12
,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 Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, 28 August 2018 - 31 August 2018, http://dx.doi.org/10.1007/978-3-319-97310-4_34
,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 Pacific Rim Knowledge Acquisition Workshop, Nanjing, China, 27 August 2018 - 28 August 2018, http://dx.doi.org/10.1007/978-3-319-97289-3_2
,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 13th International Conference, ADMA 2017, Singapore, 05 November 2017 - 06 November 2017, http://dx.doi.org/10.1007/978-3-319-69179-4_45
,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 International Workshop on Machine Learning Methods for Recommender Systems, Miami, Florida, USA, 05 May 2016 - 07 May 2016, http://dx.doi.org/10.26190/unsworks/27046
,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 APISAT 2015, Cairns, 25 November 2015 - 27 November 2015
,2015, 'Is Engine Failure on the Runway at Takeoff the most limiting case?', in AIAC16, Melbourne, Vic, presented at Australian International Aerospace Conference, Melbourne, Vic, 23 February 2015 - 25 February 2015, http://dx.doi.org/10.26190/unsworks/25594
,2015, 'Diverging Engine Failure Paths on Standard Instrument Departures', Kissimmee, Florida, USA, presented at AIAA SciTech Conference, Kissimmee, Florida, USA, 05 January 2015 - 09 January 2015
,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 Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, 29 July 2014 - 31 July 2014
,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 28TH INTERNATIONAL CONGRESS OF THE AERONAUTICAL SCIENCES, Brisbane, 24 September 2012 - 28 September 2012
,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 The 18th IBIMA Conference on Innovation and Sustainable Economic Competitive Advantage, Istanbul, Turkey, 09 May 2012 - 10 May 2012
,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 AIAA Guidance and Navigation Control, Portland, Oregon, USA, 08 August 2011 - 11 August 2011
,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 21st International Conference on InductiveLogic Programming, Windsor Great Park, 31 July 2011 - 03 August 2011, http://dx.doi.org/10.1007/978-3-642-31951-8_27
,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 14th Australian International Aerospace Congress, Melbourne, http://search.informit.com.au/documentSummary;dn=429224421327781;res=IELENG
,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 11th International Conference on Web Information Systems Engineering, WISE 2010, Hong Kong, 12 December 2010 - 14 December 2010, http://dx.doi.org/10.1007/978-3-642-17616-6_31
,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 The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, 31 August 2010 - 03 September 2010, http://dx.doi.org/10.1007/978-3-642-15037-1_21
,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 10th International Conference on Intelligent Tutoring Systems, Pittsburgh, PA, USA, 14 June 2010 - 18 June 2010, http://dx.doi.org/10.1007/978-3-642-13437-1_40
,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 2nd International Conference on Educational Data Mining, CORDOBA, SPAIN, http://www.educationaldatamining.org/EDM2009/uploads/proceedings/benNaim.pdf
,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 8th Australian Data Mining Conference, Melbourne, http://www.dtecht.com/index.php/rd/academic-papers/published
,2008, 'Visualization and Analysis of Student Interactions in an Adaptive Exploratory Learning Environment', in CEUR Workshop Proceedings, Maastricht, Netherlands, presented at European Conference of Technology Enhanced Learning, Maastricht, Netherlands, 16 September 2008 - 18 September 2008, http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-381/paper01.pdf
,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 Australasian ontology workshop 2007, Gold Coast, Qld, 02 December 2007
,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 International Conference on Foundations of Computer Science, Las, Vegas, Nevada, USA, 25 June 2007 - 28 June 2007, http://www.adaptiveelearning.com/papers/vaf4at.pdf
,2006, 'Learning causal networks from microarray data', in Workshop on Intelligent systems for bioinformatics, 2006, Hobart, presented at Workshop on Intelligent systems for bioinformatics, 2006, Hobart, 04 December 2006
,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 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Qld, 12 December 2004 - 15 December 2004
,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 Concept Lattices 2004, Sydney, 23 February 2004 - 26 February 2004
,2003, 'Learning Quantitative Gene Interactions from Microarray Data', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003
,2003, 'Inductive Construction of Ontologies from Formal Concept Analysis', in 16th Australian Conference on Artificial Intelligence, Perth, WA, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003
,2003, 'Learning Ontologies from Concept Lattices', in ICCS 2003 - International Conference on Conceptual Structures, Dresden, Germany, presented at International Conference on Conceptual Structures ICCS 2003, Dresden, Germany, 21 July 2003 - 25 July 2003
,2002, 'Structured Features From Concept Lattices For Unsupervised Learning And Classification', in AI 2002: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at Australasian Joint Conference on Artificial Intelligence 2002, Canberra, 02 December 2002 - 06 December 2002
,2002, 'Revising Concept Lattices To Extract Concept Definitions', in PKAW 2002: The 2002 Pacific Rim Knowledge Acquisition Workshop, Tokyo, Japan, presented at PKAW 2002: The 2002 Pacific Rim Knowledge Acquisition Workshop, Tokyo, Japan, 18 August 2002 - 19 August 2002
,1999, 'Analogical Prediction', in 9th International Conference onInductive Logic Programming (ILP 1999), Bled, Slovenia, presented at 9th International Conference onInductive Logic Programming (ILP`99), Bled, Slovenia, 24 June 1999 - 27 June 1999
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