Select Publications

Conference Papers

Gao J; Blair A; Pagnucco M, 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

Rahman MA; Singh S; Shanmugalingam K; Iyer S; Blair A; Ravindran P; Sowmya A, 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

Mezza S; Wobcke W; Blair A, 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 International Conference on Computational Linguistics, Gyeongju, Republic of Korea, 12 October 2022 - 17 October 2022, https://aclanthology.org/2022.coling-1.45

Long A; Blair A; van Hoof H, 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 AAAI Conference on Artificial Intelligence, Virtual, 22 February 2022 - 01 March 2022, http://dx.doi.org/10.1609/aaai.v36i7.20728

Li X; Blair A, 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

Long A; Yin W; Ajanthan T; Nguyen V; Purkait P; Garg R; Blair A; Shen C; Van Den Hengel A, 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

Iyer S; Blair A; White C; Dawes L; Moses D; Sowmya A, 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

Purwanto R; Pal A; Blair A; Jha S, 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 IEEE Conference on Communications and Network Security (CNS), ELECTR NETWORK, 28 June 2020 - 01 July 2020, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000612838300017&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Purwanto R; Paly A; Blair A; Jha S, 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

Iyer S; Sowmya A; Blair A; White C; Dawes L; Moses D, 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

Hadjiivanov A; Blair A, 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

Blair A, 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 International Conference on Computational Intelligence in Music, Sound, Art and Design, Leipzig, 24 April 2019 - 26 April 2019, http://dx.doi.org/10.1007/978-3-030-16667-0_2

Soderlund J; Blair A, 2018, 'Adversarial Image Generation using Evolution and Deep Learning', in 2018 IEEE Congress on Evolutionary Computation (CEC), IEEE, Rio de Janiero, Brazil, presented at 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janiero, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/CEC.2018.8477754

Blair AD; collien D; ripley D; griffith S, 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 28th Annual Conference of the Australasian Association for Engineering Education, Sydney, Australia, 10 December 2017 - 13 December 2017, https://search.informit.com.au/documentSummary;dn=390856596118724;res=IELENG

Vickers D; Soderlund J; Blair A, 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 Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, 31 January 2017 - 02 February 2017, http://dx.doi.org/10.1007/978-3-319-51691-2_4

Soderlund JN; Vickers DJ; Blair AD, 2016, 'Parallel Hierarchical Evolution of String Library Functions', in Handl J (ed.), Lecture Notes in Computer Science, Springer, Edinburgh, pp. 281 - 291, presented at Parallel Problem Solving from Nature, Edinburgh, 17 September 2016 - 21 September 2016, http://dx.doi.org/10.1007/978-3-319-45823-6_26

hadjiivanov AL; Blair AD, 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 IEEE Congress on Evolutionary Computation, Vancouver, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744180

Real DM; Blair AD, 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 IEEE Congress on Evolutionary Computation, Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7743850

Blair AD, 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 Australasian Conference on Artificial Life and Computational Intelligence, Newcastle, Australia, 05 February 2015 - 07 February 2015, http://dx.doi.org/10.1007/978-3-319-14803-8_15

Chalup S; Blair A; Randall M, 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

Blair AD, 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 Genetic and Evolutionary Computation Conference, Vancouver, Canada, 12 July 2014 - 16 July 2014, http://dx.doi.org/10.1145/2598394.2598424

Knittel A; Blair A, 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 International Joint Conference on Neural Networks, Beijing, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/IJCNN.2014.6889499

Coleman OJ; Blair AD; Clune J, 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

Blair AD, 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 IEEE Congress on Evolutionary Computation (CEC), Cancun, Mexico, 20 June 2013 - 23 June 2013

Gurto D; Ryan MR; Blair A, 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 7th International Conference on the Foundations of Digital Games, Chania, Crete, 13 May 2013 - 17 May 2013, http://dx.doi.org/10.1145/2159365.2159414

Anthony EK; Blair A, 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 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, 04 December 2012 - 07 December 2012

Coleman O; Blair AD, 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 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, 04 December 2012 - 07 December 2012, http://dx.doi.org/10.1007/978-3-642-35101-3_28

Vasudevan S; Ramos F; Nettleton E; Durrant-Whyte H; Blair A, 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

Blair AD; Li G, 2009, 'Training of Recurrent Internal Symmetry Networks by Backpropagation', in International Joint Conference on Neural Networks (IJCNN) 2009, IEEE, Atlanta, USA, presented at International Joint Conference on Neural Networks 2009, Atlanta, USA, 14 June 2009 - 19 June 2009

Blair A; Li G, 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 International Joint Conference on Neural Networks, GA, Atlanta, 14 June 2009 - 19 June 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000280591601038&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Blair AD, 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 IEEE symposium on computational intelligence and games, Perth, Australia, 15 December 2008 - 18 December 2008

Veness JW; Silver D; Uther WT; Blair AD, 2008, 'Bootstrapping from Game Tree Search', in Advances in Neural Information Processing Systems 22, Vancouver, BC, Canada, presented at 22nd Annual Conference on Neural Information Processing Systems, NIPS 2008, Vancouver, BC, Canada, 08 December 2008 - 11 December 2008, http://books.nips.cc/papers/files/nips22/NIPS2009_0508.pdf

Tonkes BJ; Blair AD, 2007, 'Deriving sensor models and non-linear filtering for exponentials of polynomials', in 2007 Australasian conference on robotics and automation, Brisbane, Qld, presented at Australasian conference on robotics and automation 2007, Brisbane, Qld, 10 December 2007 - 12 December 2007

Tonkes BJ; Blair AD, 2007, 'Decentralised data fusion with exponentials of polynomials', in 20 Years of Innovative Robotics, San Diego, CA, presented at 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, San Diego, CA, 29 October 2007 - 02 November 2007

Blair AD; Veness JW, 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 IEEE Symposium on Computational Intelligence and Games (CIG 2007) 2007, Honolulu, Hawaii, 01 April 2007 - 05 April 2007

Kiang K; Willgoss RA; Blair AD, 2006, 'Texture and distinctness analysis for natural feature extraction', in Proceedings of the Australasian conference on robotics and automation, Australasian conference on robotics and automation 2006, Auckland, New Zealand, presented at Australasian conference on robotics and automation 2006, Auckland, New Zealand, 06 December 2006 - 08 December 2006

Harper R; Blair A, 2006, 'A self-selecting crossover operator', in 2006 IEEE Congress on Evolutionary Computation, CEC 2006, pp. 1420 - 1427

Harper R; Blair A, 2006, 'Dynamically defined functions in grammatical evolution', in 2006 IEEE Congress on Evolutionary Computation, CEC 2006, pp. 2638 - 2645

Kiang K; Willgoss RA; Blair AD, 2006, 'Distinctness analysis on natural landmark descriptors', in International Conference on Field and Service Robotics 2005, Port Douglas, Australia, presented at International Conference on Field and Service Robotics 2005, Port Douglas, Australia, 28 July 2006 - 31 July 2006

Harper RT; Blair AD, 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 IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006

Phua C; Blair AD, 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 International Joint Conference on Neural Networks 2006, Vancouver BC Canada, 16 July 2006 - 21 July 2006

Harper RT; Blair AD, 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 IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006

Kiang K; Willgoss RA; Blair AD, 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 Australasian conference on robotics and automation 2005, University of New South Wales, 05 December 2005 - 07 December 2005

Kiang K; Willgoss RA; Blair AD, 2005, 'Distinctness analysis on natural landmark descriptors', in Field and Service Robotics 2005, Port Douglas, Australia, presented at Field and Service Robotics 2005, Port Douglas, Australia, 28 July 2005 - 31 July 2005

Harper RT; Blair AD, 2005, 'A structure preserving crossover in grammatical evolution', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, presented at 7th IEEE international conference on e-commerce technology (CEC 2005), Munchen, Germany, 19 July 2005 - 22 July 2005

Kiang K; Willgoss RA; Blair AD, 2004, 'Distinctive feature analysis of natural landmarks as a front end for SLAM applications.', in Autonomous Robots and Agents, Springer, Berlin/Heidelberg, presented at Autonomous Robots and Agents, Massey University, New Zealand, 13 December 2004 - 15 December 2004

Ord T; Blair AD, 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 World Congress on Computational Intelligence, Honolulu, Hawaii, 12 May 2002 - 17 May 2002

Clarke K; Dempster S; Falcao I; Jones B; Rudolph D; Blair A; McCarthy C; Walter D; Barnes N, 2002, 'RoboMutts++', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 713 - 716, http://dx.doi.org/10.1007/3-540-45603-1_120

Chalup SK; Blair AD, 2002, 'Software for analysing recurrent neural nets that learn to predict non-regular languages', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 296 - 298, http://dx.doi.org/10.1007/3-540-45790-9_25

Sim R; Russo P; Graham A; Blair A; Barnes N; Blair A, 2001, 'RoboMutts', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 647 - 650, http://dx.doi.org/10.1007/3-540-45324-5_108


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