2018

Lagrangian Constrained Community Detection. Mohadeseh Ganji, James Bailey and Peter J. Stuckey. Proceedings of the The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, USA, Feb 2-7, 2018. Available here.

2017

SCED: A General Framework for Sparse Tensor Decompositions with Constraints and Elementwise Dynamic Learning. Shuo Zhou, Sarah Erfani, and James Bailey. To appear in Proceedings of the International Conference on Data Mining (ICDM) 2017, Nov 18-12 New Orleans, USA, 2017. Available here.

The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality. Laurent Amsaleg, James Bailey, Dominique Barbe, Sarah Erfani, Michael E. Houle, Vinh Nguyen and Milos Radovanovic. To appear in Proceedings of the 9th IEEE International Workshop on Information Forensics and Security (WIFS) , Dec 4-7, Rennes, France, 2017. Available here.

The Randomized Information Coefficient: Assessing Dependencies in Noisy Data. Simone Romano, Nguyen Xuan Vinh, Karin Verspoor and James Bailey. To appear in Machine Learning. Available here. Code is here.

A New Declarative Framework for Constrained Community Detection. Mohadeseh Ganji, James Bailey and Peter J. Stuckey. Proceedings of the 23rd International Conference on Principles and Practice of Constraint Programming (CP2017), Melbourne, Aug 28-Sep 1, 2017. Available here.

Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections. Zakaraia Mhammedi, Andrew Hellicar, Ashfaqur Rahman, James Bailey. Proceedings of the International Conference on Machine Learning (ICML), PMLR 70:2401-2409, Aug 6-12, Sydney, Australia, 2017. Available here. Code is also available.

Providing Effective Real-time Feedback in Simulation-based Surgical Training. Xingjun Ma, Sudanthi Wijewickrema, Yun Zhou, Shuo Zhou, Stephen O'Leary and James Bailey. Proceedings of the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Quebec City, Canada, 2017. Available here.

Adversarial generation of real-time feedback with neural networks for simulation-based training. Xingjun Ma, Sudanthi Wijewickrema, Shuo Zhou, Yun Zhou, Zakaria Mhammedi, Stephen O'Leary, James Bailey. Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), pp. 3763-3769, Melbourne, Australia, 2017. Available here.

Challenges of Differentially Private Release of Data Under an Open-world Assumption. Elham Naghizade, James Bailey, Lars Kulik and Egemen Tanin. Proceedings of the 29th International Conference on Scientific and Statistical Database Management (SSDBM), pp. Chicago, USA, 2017. Available here.

Machine-Learning Algorithms Predict Graft Failure Following Liver Transplantation. Lawrence Lau, Yamuna Kankanige, Benjamin Rubinstein, Robert Jones, Christopher Christophi, Vijayaragavan Muralidharan and James Bailey. Transplantation, Apr;101(4):e125-e132, 2017. Available here.

Topology-regularized universal vector autoregression for traffic forecasting in large urban areas. Florin Schimbinschi, Luis Moreira-Matias, Vinh Xuan Nguyen, and James Bailey. Expert Systems With Applications , Volume 82, 1 October 2017, Pages 301-316, 2017. Available here.

A Fast and Accurate Index Structure for Spatiotemporal Trajectories. Somayeh Naderivesal, Lars Kulik and James Bailey. To appear in 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, November 7-10, Melbourne, Australia, 2017.

Supporting Skill Acquisition in Cochlear Implant Surgery through Virtual Reality Simulation. Bridget Copson, Sudanthi Wijewickrema, Yun Zhou, Patorn Piromchai, Robert Briggs, James Bailey, Gregor Kennedy, Stephen O'Leary. Cochlear Implants International, Mar;18(2):89-96, 2017. Available here.

Ground Truth Bias in External Cluster Validity Indices. Y. Lei, J. C. Bezdek, S. Romano, N. X. Vinh, J. Chan and J. Bailey. Pattern Recognition, Volume 65, Pages 58-70, 2017. Available here.

From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach. Sarah Erfani, Mahsa Baktashmotlag, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey and Kotagiri Ramamohanarao. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), pp. 1854-1860, February 4-9, San Francisco, USA, 2017. Available here

Unbiased Multivariate Correlation Analysis. Yisen Wang, Simone Romano, Nguyen Xuan Vinh, James Bailey, Xingjun Ma and Shu-Tao Xia. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), pp 2754-2760, February 4-9, San Francisco, USA, 2017. Available here.

rFILTA: Relevant and Non-Redundant View Discovery from Collections of Clusterings via Filtering and Ranking. Yang Lei, Nguyen Xuan Vinh, Jeffrey Chan, James Bailey. Knowledge and Information Systems, 52(1), pp. 179-219, 2017. Available here.

Design and Evaluation of a Virtual Reality Simulation Module for Training Advanced Temporal Bone Surgery. Sudanthi Wijewickremay, Bridget Copson, Yun Zhou, Xingjun Ma, Robert Briggs, James Bailey, Gregor Kennedy and Stephen O'Leary. Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems (CBMS), June 22-24, Thessaloniki, Greece, 2017. Available here.

Simulation for Training Cochlear Implant Electrode Insertion. Xingjun Ma, Sudanthi Wijewickremay, Yun Zhou, Bridget Copson, James Bailey, Gregor Kennedy and Stephen O'Leary. Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems (CBMS), June 22-24, Thessaloniki, Greece, 2017. Available here.

Presentation of Automated Procedural Guidance in Surgical Simulation: Results of Two Randomised Control Trials. Sudanthi Wijewickrema, Zhou Yun, Ioanna Ioannou, Bridget Copson, Patorn Piromchai, Chenjie Yu, Robert Briggs, James Bailey, Gregor Kennedy, Stephen John O'Leary. To appear in Journal of Laryngology and Otology. Available here.

2016

Visual assessment of clustering tendency for incomplete data. Laurence A. F. Park, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, James Bailey and Marimuthu Palaniswami. IEEE Transactions on Knowledge and Data Engineering, 28(12), pages 3409 - 3422, 2016. Available here.

Real Time Autonomous Point of Interest Mining through Ambient Smartphone Sensing. Tanusri Bhattacharya, Lars Kulik, James Bailey. To appear in Proceedings of the 13th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS), Hiroshima, Japan, November 28 - December 1 2016. Available here.

Provision of Automated Step-by-Step Procedural Guidance in Virtual Reality Surgery Simulation. Sudanthi Wijewickrema, Yun Zhou, James Bailey, Gregor Kennedy, Stephen O'Leary. Proceedings of the 22nd ACM Symposium on Virtual Reality Software and Technology (VRST), pages 69-72, Munich, Germany, 2-4 November 2016. Available here.

SleepExplorer: A visualization tool to make sense of correlations between personal sleep data and contextual factors. Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, Yuxuan Li. Personal and Ubiquitous Computing, 20(6), pages 985-1000, 2016. Available here.

Adjusting for Chance Clustering Comparison Measures. Simone Romano, Nguyen Xuan Vinh, James Bailey, Karin Verspoor. Journal of Machine Learning Research , 17(134):132, 2016. Available here.

Measuring Dependency via Intrinsic Dimensionality. Simone Romano, Oussama Chelly, Xuan Vinh Nguyen, James Bailey and Michael E. Houle To appear in Proceedings of the 23rd International Conference on Pattern Recongition (ICPR), December 4-8, Cancun, Mexico, 2016. Available here. Supplementary material.

Training Robust Models Using Random Projection. Nguyen Xuan Vinh, Sarah Erfani, Sakrapee Paisitkriangkrai, James Bailey, Christopher Leckie and Kotagiri Ramamohanarao. To appear in Proceedings of the 23rd International Conference on Pattern Recongition (ICPR), December 4-8, Cancun, Mexico, 2016. Available here. Supplementary material.

Extending Information-Theoretic Validity Indices for Fuzzy Clustering. Yang Lei, James C. Bezdek, Jeffrey Chan, Nguyen Xuan Vinh, Simone Romano and James Bailey. To appear in IEEE Transactions on Fuzzy Systems. Available here.

Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs. Lida Rashidi, Andrey Kan, James Bailey, Jeffrey Chan, Rao Kotagiri, Christopher Leckie, Wei Liu, and Sutharshan Rajasegarar. Proceedings of the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD), pp 162-178, Riva del Garda, Italy, Sept. 19-23, 2016. Available here.

Accelerating Online CP Decompositions for Higher Order Tensors. Shuo Zhou, Xuan Vinh Nguyen, James Bailey, Yunzhe Jia and Ian Davidson. Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pages 1375-1384, August 13-17, San Francisco, USA, 2016. Available here.

Robust Domain Generalisation by Enforcing Distribution Invariance. Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao. Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 16). , pages 455-146, 9-15 July New York, USA, 2016. Available here.

Discovering Outlying Aspects in Large Datasets. Nguyen Xuan Vinh, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao and Jian Pei. Data Mining and Knowledge Discovery, 30(6), pp. 1520-155, 2016. Available here.

A Framework to Adjust Dependency Measure Estimates for Chance. Simone Romano, Nguyen Xuan Vinh, James Bailey and Karin Verspoor. Proceedings of the 2016 SIAM International Conference on Data Mining, pages 423-431, May 5-7 Miami, Florida, USA 2016. Winner of the Best Paper Award. Available here.

Lagrangian Constrained Clustering. Mohadeseh Ganji, James Bailey and Peter J. Stuckey. Proceedings of the 2016 SIAM International Conference on Data Mining, pp. 288-296, May 5-7 Miami, Florida, USA 2016. Available here.

R1STM: One-class Support Tensor Machine with Randomised Kernel. Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Vinh Nguyen, Christopher Leckie, James Bailey and Kotagiri Ramamohanarao. Proceedings of the 2016 SIAM International Conference on Data Mining, pp. 198-206, May 5-7 Miami, Florida, USA 2016. Available here.

MOOCs Meet Measurement Theory: A Topic-Modelling Approach. Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, and Jeffrey Chan. Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI'2016), pages 1195-1201, Available here.

Can High-Order Dependencies Improve Mutual Information based Feature Selection? Nguyen Xuan Vinh, Shuo Zhou, Jeffrey Chan and James Bailey. Pattern Recognition, Volume 53, pp.46-58, 2016. Available here.

Efficient Discovery of Contrast Subspaces for Object Explanation and Characterization. by Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Vinh Nguyen, Akiko Campbell and Changjie Tang. Knowledge and Information Systems, 47(1), pp. 99-129, 2016. Available here.

Validity: a framework for cross-disciplinary collaboration in mining indicators of learning from MOOC forums. Sandra Milligan, Jiazhen He, James Bailey, Rui Zhang, and Benjamin I. P. Rubinstein. Proceedings of the 6th International Learning Analytics & Knowledge Conference (LAK), pages 546-547, April 25-29, Edinburgh, Scotland, 2016.

2015

Invariant backpropagation: how to train a transformation-invariant neural network. Sergey Demyanov, James Bailey, Ramamohanarao Kotagiri, Christopher Leckie. arXiv preprint. arXiv:1502.04434, 2015.

Traffic Forecasting In Complex Urban Networks: Leveraging Big Data and Machine Learning. Florin Schimbinschi, Xuan Vinh Nguyen, James Bailey, Chris Leckie, Hai Vu, and Ramamohanarao Kotagiri. Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData), pages 1019-1024, Oct 29-Nov 01, Santa Clara, USA, 2015. Available here.

Trajectory Inference for Mobile Devices Using Connected Cell Towers. Kushani Perera, Tanusri Bhattacharya, Lars Kulik and James Bailey. Proceedings of the 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Article No. 23, November 3-6, Seattle, Washington, 2015. Available here.

Detection of deception in the Mafia party game. Sergey Demyanov, James Bailey, Ramamohanarao Kotagiri and Christopher Leckie. Proceedings of the 17th ACM International Conference on Multimodal Interaction, pp. 335-342, Seattle, Washington, USA, November 9-13, 2015. Available here.

How Private Can I Be Among Public Users? Elham Naghizade, James Bailey, Lars Kulik and Egemen Tanin. How Private Can I Be Among Public Users? Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pages 1137- 1141, Osaka, Japan, Sept 7-11, 2015. Available here.

Generalized Modularity for Community Detection. M. Ganji, A. Seifi, H. Alizadeh, J. Bailey and P. J. Stuckey. Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2015), pp. 655-670, September 7-11, 2015. Available here.

Automated segmentation of surgical motion for performance analysis and feedback. Yun Zhou, Ioanna Ioannou, Sudanthi Wijewickrema, James Bailey, Gregor Kennedy and Stephen O'Leary. Proceedings of the 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 379-386, October 5-9, 2015. Available here.

Efficient Mining of Platoon Patterns in Trajectory Databases. Yuxuan Li, James Bailey and Lars Kulik. Data and Knowledge Engineering, pages 167-187, Volume 100, Part A, November 2015. Available here.

Scalable Outlying-Inlying Aspects Discovery via Feature Ranking. N. X. Vinh and J. Chan and J. Bailey and C. Leckie and K. Ramamohanarao and J. Pei. Scalable Outlying-Inlying Aspects Discovery via Feature Ranking. Proceedings of the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 422-434, May 19-22, 2015. Available here.

A Framework for Simplifying Trip Data into Networks via Coupled Matrix Factorization. Chia-Tung Kuo, James Bailey and Ian Davidson. Proceedings of the 2015 SIAM International Conference on Data Mining (SDM), pp. 739-747, Vancouver, Canada, 2015. Available here.

Identifying At-Risk Students in Massive Open Online Courses. Jiazhen He, James Bailey, Benjamin Rubinstein and Rui Zhang. Proc. of the 29th AAAI Conference on Artificial Intelligence, pp. 1749 - 1755, Austin, Texas, Jan 25-29, 2015. Available here.

Ranking Cell Tracking Systems without Manual Validation. Andrey Kan, John Markham, Rajib Chakravorty, James Bailey and Christopher Leckie. Pattern Recognition Letters, Volume 53, pages 38-43, 2015. Available here.

Mining Outlying Aspects on Numeric Data. L. Duan, G. Tang, J. Pei, J. Bailey, A. Campbell, and C. Tang. Data Mining and Knowledge Discovery, 29(5) , pp 1116-1151, 2015. Available here.

Automatically Recognizing Places of Interest from Unreliable GPS Data Using Spatio-temporal Density Estimation and Line Intersections. Tanusri Bhattacharyaa, Lars Kulik and James Bailey. Pervasive and Mobile Computing , Volume 19, Pages 86-107, 2015. Available here.

A Framework to Uncover Multiple Alternative Clusterings. Xuan-Hong Dang and James Bailey. Machine Learning, 98(1-2), pp 7-30, 2015. Paper pdf (The final publication is available here).

Enriched Spatial Comparison of Clusterings Through Discovery of Deviating Subspaces. Eric Bae and James Bailey. Machine Learning, 98(1-2), pp. 93-120, 2015. Paper pdf (The final publication is available here).

Mining multidimensional contextual outliers from categorical relational data. Guanting Tang, Jian Pei, James Bailey and Guozhu Dong. Intelligent Data Analysis, 19(5), pp. 1171-1192, 2015. Available here.

Developing Effective Automated Feedback in Temporal Bone Surgery Simulation. Sudanthi Wijewickrema, Patorn Piromchai, Yun Zhou, Ioanna Ioannou, James Bailey, Gregor Kennedy and Stephen O'Leary. Otolaryngology-Head and Neck Surgery, Volume 152, pp. 1082-1088, 2015. Preprint is available here.

Region-Specific Automated Feedback in Temporal Bone Surgery Simulation. Sudanthi Wijewickrema, Ioanna Ioannou, Yun Zhou, Patorn Piromchai, James Bailey, Gregor Kennedy, Stephen O'Leary. Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Pages 310-315, June 22-25, Brazil, 2015.

2014

TRIBAC: Discovering Interpretable Clusters and Latent Structure in Graphs. Jeffrey Chan, Christopher Leckie, James Bailey and Kotagiri Ramamohanarao. Proc. of the IEEE International Conference on Data Mining (ICDM), pp. 737-742, Shenzhen, China, Dec. 14-17, 2014. Available here.

Laboratory Tests to Identify Patients at Risk of Early Major Adverse Events: A Prospective Pilot Study. Melissa Kaufman, Bronwyn Bebee, James Bailey Raymond Robbins, Graeme Hart and Rinaldo Bellomo. Internal Medicine Journal, Oct;44(10):1005-12, 2014.

FILTA: Better View Discovery from Collections of Clusterings via Filtering. Yang Lei, Nguyen X. Vinh, Jeffrey Chan and James Bailey. Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2014), pp. 145-160, Nancy, France, September 15-19, 2014. Available here.

Effective Global Approaches for Mutual Information based Feature Selection. Nguyen X. Vinh, Jeffrey Chan, Simone Romano and James Bailey. Proceeedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pages 512-521, August 24-27, New York City, 2014. Available here.

Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. Simone Romano, James Bailey, Nguyen X. Vinh and Karin Verspoor. Proceedings of the 31st International Conference on Machine Learning (ICML), pp. 1143-1151, Beijing, China, 21-26 June 2014. Paper PDF and code are here.

Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View. Nugyen X. Vinh, Jeffrey Chan and James Bailey. Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14), pp. 2092-2098, Quebec City, Canada, July 27-31 2014. Available here.

Efficient Matching of Substrings in Uncertain Sequences. Yuxuan Li, James Bailey, Lars Kulik and Jian Pei. Proceedings of the 2014 SIAM International Conference on Data Mining (SDM), pages 767-775, April 24-26, 2014, Philadelphia, Pennsylvania, USA. Available here.

Mining Contrast Subspaces. Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guzohu Dong, Akiko Campbell and Changjie Tang. Proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2014), pages 249-260, May 13-16, 2014, Tainan, Taiwan. Winner of the best paper award. Available here.

Structure-aware Distance Measures for Comparing Clusterings in Graphs. Jeffrey Chan, Xuan Vinh Nguyen, Wei Liu, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao and Jian Pei. Proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2014), pages 362-373, May 13-16, 2014, Tainan, Taiwan. Available here.

Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks. Jiazhen He, James Bailey and Rui Zhang. Proceedings of the The 19th International Conference on Database Systems for Advanced Applications (DASFAA), pp 141-155, Bali, Indonesia, April 21-24, 2014. Available here.

Generating Multiple Alternative Clusterings Via Globally Optimal Subspaces. Xuan-Hong Dang and James Bailey. Data Mining and Knowledge Discovery, 28(3), pp. 569-592, 2014. Paper pdf (The final publication is available here).

Quantitative analysis of Plasmodium ookinete motion in three-dimensions suggests a critical role for cell shape in the biomechanics of malaria parasite gliding motility. A. Kan, Y. Tan, F. Angrisano, E. Hanssen, K. L. Rogers, L. Whitehead, V. P. Mollard, A. Cozijnsen, M. J. Delves, S. Crawford, R. E. Sinden, G. I. McFadden, C. Leckie, J. Bailey and J. Baum. Cellular Microbiology, 16(5), pp. 734-750, 2014. Available here.

Transfer learning of a temporal bone performance model via anatomical feature registration. Yun Zhou, Ioanna Ioannou, Sudanthi Wijewickrema, James Bailey, Stephen O'Leary and Gregor Kennedy. Proceedings of the 22nd International Conference on Pattern Recognition (ICPR) 2014, pages 1916-1921, Stockholm, Sweden 24-28 August 2014. Available here.

Generalized Information Theoretic Cluster Validity Indices for Soft Clusterings. Yang Lei, Simone Romano, Nguyen Xuan Vinh, Jeffrey Chan, James Bailey and James C. Bezdek. Proc. of the IEEE Symposium Series on Computational Intelligence, pages 24-31, Orlando, Florida, Dec. 9-12, 2014. Available here.

Improved Feature Transformations for Classification using Density Estimation. Yamuna Kankanige and James Bailey. Proc. of the 13th Pacific Rim International Conference on Artificial Intelligence, pages 117-129, Gold Coast, Australia, December 1-5, 2014.

A Context-aware Do-Not-Disturb Service for Mobile Devices. Qin, Y., Bhattacharya, T., Kulik, L. and Bailey, J. Proceedings of the The 13th International Conference on Mobile and Ubiquitous Multimedia, pages 236-239, 25-28 November, Melbourne, Australia.

Is This You? Identifying a Mobile User Using Only Diagnostic Features. Quattrone, A., Bhattacharya, T., Kulik, L., Tanin, E. and Bailey, J. Proceedings of the The 13th International Conference on Mobile and Ubiquitous Multimedia, pages 240-243, 25-28 November, Melbourne, Australia.

2013

Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases. Yuxuan Li, James Bailey, Lars Kulik, and Jian Pei. 2013 IEEE International Conference on Data Mining (ICDM), pp. 448 - 457, Dallas, Texas, December 7-10, 2013. Available here.

Discrimination-aware classification for imbalanced datasets. G. Ristanoski, W. Liu and J. Bailey. Proc. of the 22nd ACM Conference on Information and Knowledge Management (CIKM) , Pages 1529-1532 , Oct. 27 -Nov. 1, San Francisco, 2013. PDF is here.

Discovering Latent Blockmodels in Sparse and Noisy Graphs using Non-Negative Matrix Factorisation. J. Chan, W. Liu, A. Kan, C. Leckie, J. Bailey and K. Ramamohanarao. Proc. of the 22nd ACM Conference on Information and Knowledge Management (CIKM), Pages 811-816, Oct. 27 -Nov. 1, San Francisco, 2013. Available here.

Pattern Based Real Time Feedback for a Temporal Bone Simulator. Yun Zhou, James Bailey, Ioanna Ioannou, Sudanthi Wijewickrema, Stephen O'Leary and Gregor Kennedy. Proc. of the 19th ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 7-16. Singapore, 6-9 October 2013. Available here.

A Bayesian Classifier for Learning from Tensorial Data. W. Liu, J. Chan, J. Bailey, C. Leckie, F. Chen, and R. Kotagiri. Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013), pp. 483-498, Prague 23-27 September, 2013. PDF is here.

A Time-Dependent Enhanced Support Vector Machine For Time Series Regression. G. Ristanoski, W. Liu and J. Bailey. Proc. of the 19th ACM SIGKDD Conference on Knowledge, Discovery and Data Mining (KDD), pages 946--954, August 11-14, Chicago, Illinois USA, 2013. PDF is here.

Mining Multidimensional Contextual Outliers from Categorical Relational Data. G. Tang, J. Pei, J. Bailey and G. Dong. Proc. of the 25th International Conference on Scientific and Statistical Database Management (SSDBM), pp. 43:1--43:4, July 29-31, Baltimore, Maryland, 2013. Paper pdf

Constructive Real Time Feedback for a Temporal Bone Simulator. Y. Zhou, J. Bailey, I. Ioannou, S. Wijewickrema, G. Kennedy and S. O'Leary. Proc. of the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 315-322, Sep. 22-26, Nagoya, Japan, 2013. Paper pdf

Measures for Ranking Cell Trackers without Manual Validation. Andrey Kan, Christopher Leckie, James Bailey, John Markham and Rajib Chakravorty. Pattern Recognition, 46(11), pp. 2849-2859, 2013. Paper pdf

Comments on Supervised Feature Selection by Clustering Using Conditional Mutual Information-based Distances. Xuan Vinh Nguyen and James Bailey. Pattern Recognition, 46(4), pages 1220-1225, 2013. Paper pdf

Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces. Wei Liu, Jeffrey Chan, James Bailey, Christopher Leckie, and Kotagiri Ramamohanarao. Proc. of the 2013 SIAM International Conference on Data Mining (SDM), pp. 614-622, Austin, Texas, May 2-4, 2013. Available here.

Time Series Forecasting using Distribution Enhanced Linear Regression. Goce Ristanoski, Wei Liu and James Bailey. Proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), pp. 484-495, Brisbane, Australia, April 14-17, 2013. Available here.

Clustering and Visualization of Fuzzy Communities In Social Networks. Timothy Havens, James Bezdek, Christopher Leckie, Jeffery Chan, Wei Liu, James Bailey, Kotagiri Romamohanarao and Marimuthu Palaniswami. Proceedings of the 2013 IEEE International Conference on Fuzzy Systems, pp. 1-7, July 7-10, Hyderabad, India, 2013. Available here.

Discovery and Analysis of Consistent Active Sub-networks in Cancers. Raj Gaire, Lorey Smith, Patrick Humbert, James Bailey, Peter J. Stuckey, and Izhak Haviv. BMC Bioinformatics, 14(S2):S7, 2013. Available here.

Common Laboratory Tests Predict Imminent Medical Emergency Team Calls, ICU Admission or Death in Emergency Department Patients. Elsa Loekito, James Bailey, Rinaldo Bellomo, Graeme K. Hart, Colin Hegarty, Peter Davey, Christopher Bain, David Pilcher and Hans Schneider. Emergency Medicine Australasia, 25(2), pp. 132-139, 2013.

Common Laboratory Tests Predict Imminent Death in Ward Patients. Elsa Loekito, James Bailey, Rinaldo Bellomo, Graeme K Hart, Colin Hegarty, Peter Davey, Christopher Bain, David Pilcher, Hans Schneider. Resuscitation, 84(3), pp. 280-285, 2013.

A Time Decoupling Approach for Studying Forum Dynamics. Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie, World Wide Web Journal, 16(5-6), pp. 595-620, Pre-print available here. Supplementary information is here.

Alternative Clustering Analysis: A Review. James Bailey. Data Clustering: Algorithms and Applications, pp. 535-550, (Editors Charu Aggarwal and Chandan Reddy), CRC Press, 2013. Available here.

Evaluating Surgical Performance in Real Time Using Data Mining. Yun Zhou, Ioanna Ioannou, James Bailey, Stephen O'Leary and Gregor Kennedy. Proceedings of the 11th Australasian Data Mining Conference (AusDM), Canberra, 13-15 November, 2013.

2012

Contrast Data Mining: Concepts, Algorithms and Applications. Guozhu Dong and James Bailey (editors). Chapman & Hall/CRC (Data Mining and Knowledge Discovery Series), September 2012. Book website is here.

Computer-aided Diagnosis of Melanoma Using Border and Wavelet-based Texture Analysis. R. Garnavi, M. Aldeen and J. Bailey. IEEE Transactions on Information Technology in BioMedicine, 16(6), 1239-1252, 2012. Available here.

Utilizing Common Substructures to Speedup Tensor Factorization for Mining Dynamic Graphs. Wei Liu, Jeffrey Chan, James Bailey, Christopher Leckie and Rao Kotagiri Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM 2012), pages 435--444, Oct 29-Nov 2 Maui, USA, 2012. Available here. Code here.

On Compressing Weighted Time-evolving Graphs. Wei Liu, Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie, Jian Pei and Kotagiri Ramamohanarao. Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM 2012), pages 2319-2322, Oct 29-Nov 2, Maui, USA, 2012 Available here.

ciForager: Incrementally Discovering Regions of Correlated Change in Evolving Graphs. Jeffrey Chan, James Bailey, Christopher Leckie and Michael Houle. ACM Transactions on Knowledge Discovery from Data, 6(3), article no. 11, 2012. Available here.

SeqiBloc: Mining Multi-time Spanning Blockmodels in Dynamic Graphs. Jeffrey Chan, Wei Liu, Christopher Leckie, James Bailey and Ramamohanarao Kotagiri. Proceedings of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pages 651-659, Beijing, China, August 12-16, 2012. Available here.

Extracting Significant Places from Mobile User GPS Trajectories: A Bearing Change Based Approach. Tanusri Bhattacharya, Lars Kulik and James Bailey. Proceedings of the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2012),pages 398-401, November 6-9, 2012. Paper pdf.

Sentiment Analysis by Augmenting Expectation Maximisation with Lexical Knowledge. Xiuzhen Zhang, Yun Zhou, James Bailey and Kotagiri Ramamohanarao. Proceedings of the 13th International Conference on Web Information System Engineering (WISE 2012), pages 30--43, Cyprus, November 28-30, 2012. Paper pdf.

AIC and BIC based approaches for SVM parameter value estimation with RBF kernels. Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao and Christopher Leckie. Proceedings of the Fourth Asian Conference on Machine Learning (ACML), pages 97-112, Singapore, 4-6 November, 2012. Paper pdf.

An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries. Wei Liu, Sanjay Chawla, James Bailey, Christopher Leckie and Ramanohanorao Kotagiri. Proceedings of AI'12: The 25th Australasian Joint Conference on Artificial Intelligence, pages 649-660, Sydney, Australia, 4-7 December 2012. Winner of the best paper award. Paper pdf.

Data mining interactions in a 3D immersive environment for real-time feedback during simulated surgery. Gregor Kennedy, Ioanna Ioannou, Yun Zhou, James Bailey and Stephen O'Leary. Proceedings of the Australasian Society for Computers in Learning in Tertiary Education, pages 468-478, Wellington, New Zealand, 2012. Winner of the best paper award. Paper pdf.

2011

Automated and semi-automated cell tracking: addressing portability challenges. A Kan, R Chakravorty, J Bailey, CA Leckie, JF Markham, M.R. Dowling. Journal of Microscopy, 244(2), pp. 194-213, 2011. Paper pdf. Supplementary pdf. Code (MATLAB).

Improving MeSH classification of biomedical articles using citation contexts. B Aljaber, D Martinez, N Stokes, J Bailey. Journal of Biomedical Informatics, 44(5), pp. 881-896, 2011. Available here.

Distribution Based Data Filtering for Financial Time Series Forecasting. G. Ristanoski and J Bailey. Proceedings of the 2011 Australian Joint Conference on Artificial Intelligence, pp 122-131. Available here.

2010

Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance. Xuan Vinh Nguyen, Julien Epps and James Bailey. Journal of Machine Learning Research, 11(Oct), pages 2837-2854, 2010. Available here.

Reference-free Validation of Short Read Data. Jan Schroeder, James Bailey, Thomas Conway and Justin Zobel. PLoS ONE, 5(9), pages e12681, 2010. Available here.

is-rSNP: a novel technique for in silico regulatory SNP detection. Geoff Macintyre, James Bailey, Izhak Haviv and Adam Kowalczyk. Bioinformatics, 26(18), pages i524-i530, 2010. Available here.

Using gene ontology annotations in exploratory microarray clustering to understand cancer etiology. Geoff Macintyre, James Bailey, Daniel Gustafsson, Izhak Haviv and Adam Kowalczyk. Pattern Recognition Letters, 31(14), pages 2138-2146, 2010. Pre-print is available here.

A Clustering Comparison Measure Using Density Profiles and its Application to the Discovery of Alternate Clusterings. Eric Bae, James Bailey and Guozhu Dong. Data Mining and Knowledge Discovery, 21(3), pages 427-471, 2010. PDF.

A Binary Decision Diagram Based Approach for Mining Frequent Subsequences. Elsa Loekito, James Bailey and Jian Pei. Knowledge and Information Systems, 24(2), pages 235-268, 2010. PDF.

Classifying proteins using gapped markov feature pairs. Xiaonan Ji, James Bailey and Kotagiri Ramamohanarao. Neurocomputing, 73(13-15), pages 2363-2374, 2010. Pre-print is available here.

A Hierarchical Information Theoretic Technique for the Discovery of Non Linear Alternative Clusterings. Xuan-Hong Dang and James Bailey. Proceedings of The 16th ACM SIGKDD International Conference On Knowledge Discovery and Data Mining (KDD 2010), pages 573-582, July 25-28, 2010. Avalailable here.

Document Clustering of Scientific Texts using Citation Contexts. Bader Aljaber, Nicola Stokes, James Bailey and Jian Pei. Information Retrieval, 13(2), pages 101-131, 2010. Pre-publication PDF.

Enhancing the B+-tree by Dynamic Node Popularity Caching. Cui Yu, James Bailey, Julian Montefusco, Rui Zhang, Jiling Zhong. Information Processing Letters, 110(7), pages 268-273, 2010. Available here.

MIRAGAA - A methodology for finding coordinated effects of microRNA expression changes and genome aberrations in cancer. R. Gaire, J. Bailey, J. Bearfoot, I. G. Campbell, P. J. Stuckey and I. Haviv. Bioinformatics, 26(2), pages 161-167, 2010. Project page is here. Paper is here.

Logical Queries over Views: Decidability and Expressiveness. James Bailey, Guozhu Dong and Anthony Widjaja To. ACM Transactions on Computational Logic, 11(2), pages 1-35, 2010. Available here.

A Fast Indexing Approach for Protein Structure Comparison Lei Zhang, James Bailey, Arun S. Konagurthu and Kotagiri Ramamohanarao. BMC Bioinformatics, 11(Suppl 1):S46, 2010. Available here.

Generation of Alternative Clusterings Using the CAMI Approach. Xuan-Hong Dang and James Bailey. Proceedings of the 2010 SIAM International Conference on Data Mining (SDM), pages 118-129, April 29-May 1, 2010, Columbus, Ohio, USA. Available here.

A Novel Scalable Multi-Class ROC for Effective Visualization and Computation. Md. Rafiul Hassan, Kotagiri Ramamohanarao, Chandan Karmakar, M. Maruf Hossain and James Bailey. Proceedings of the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pages 107-120, Hyderabad, India, 21-24 June, 2010. Available here.

Mining Distribution Change in Stock Order Streams. Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang, James Bailey and Kotagiri Ramamohanarao. Proceedings of the 26th International Conference on Data Engineering Conference (ICDE) 2010, pages 105-108, Long Beach, California, USA. Available here.

Efficient Incremental Mining of Contrast Patterns in Changing Data. James Bailey and Elsa Loekito. Information Processing Letters, 110(3), pages 88-92, 2010. Available here.

Classification of Melanoma Lesions Using Wavelet-based Texture Analysis. R. Garnavi, M. Aldeen and J. Bailey. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA), , pages 75-81, Sydney, Australia, 1-3 December, 2010. Paper available here.

2009

RegHunter: Using Graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs. Jeffrey Chan, James Bailey and Christopher Leckie. Intelligent Data Analysis, 13(5), pages 755-793, 2009. Available here.

A Query Based Approach for Mining Evolving Graphs. Andrey Kan, Jeffrey Chan, James Bailey and Christopher Leckie. Proceedings of The Australasian Data Mining Conference: AusDM 2009, pages 139-150, Melbourne, December 1-4, 2009. Available here.

Building More Robust Multi-Agent Systems Using a Log-based Approach. Amy Unruh, James Bailey and and Kotagiri Ramamohanarao. Web Intelligence and Agent Systems, 7(1), 65-87, 2009. Available here.

A Voting Approach to Identify a Small Number of Highly Predictive Genes based on Multiple Classifiers. Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Geoff Macintyre, Joshua W. K. Ho and Kotagiri Ramamohanarao. BMC Bioinformatics, BMC Bioinformatics, 10(S1):S19, 2009. Available here.

Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile ? Elsa Loekito and James Bailey. Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-09), pages 483-490, Bangkok, April 27-30, 2009. Available here .

Feature Weighted SVMs Using Receiver Operating Characteristics. Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan, James Bailey and Kotagiri Ramamohanarao. Proceedings of the 2009 SIAM International Conference on Data Mining (SDM09), April 30 - May 2, pages 497-508, Nevada, USA. Available here.

Information Theoretic Measures for Clusterings Comparison: Is a Correction for Chance Necessary ? Xuan Vinh Nguyen, Julien Epps and James Bailey. Proceedings of the 26th International Conference on Machine Learning (ICML 2009), pages 1073-1081, June 14-18, Montreal, Canada, 2009. Available here.

Semantic Web Query Languages. James Bailey, Francois Bry, Tim Furche, Sebastian Schaffert. Encyclopedia of Database Systems, Springer. Pages 2583-2586, Springer, 2009. Available here.

2008

Exploring the benefit of contextual information for boosting TREC Genomic IR performance. Bader Aljaber, Nicola Stokes, James Bailey and Yi Li. Proceedings of the 13th Australasian Document Computing Symposium (ADCS),pages 23-26, Hobart, Australia, December 2008. Available here.

Mining Influential Attributes That Capture Class and Group Contrast Behaviour. Elsa Loekito and James Bailey. Proceedings of the ACM 17th Conference on Information and Knowledge Management (CIKM), pages 971-980, Napa Valley, California, USA, October 26-30, 2008. Available here.

Discovering Correlated Spatio-Temporal Changes in Evolving Graphs. Jeffrey Chan, James Bailey and Christopher Leckie. Knowledge and Information Systems, 16(1), Pages 53-96, 2008. Available here .

Improving k-Nearest Neighbour Classification with Distance Functions based on Receiver Operating Characteristics. MD. Rafiul Hassan, M. Maruf Hossain, James Bailey and Kotagiri Ramamohanarao. Proceedings of the The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), pages 489-504, Antwerp, Belgium, 2008. Available here.

Gene Ontology Assisted Exploratory Microarray Clustering and its Application to Cancer. Geoffrey MacIntyre, James Bailey, Daniel Gustafsson, Adam Kowalczyk, Alex Boussioutas and Izhak Haviv. Third IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB), pages 400-411, Melbourne, 2008. Available here.

g-MARS:Protein Classification using Gapped Markov Chains and Support Vector Machines . Xiaonan Ji, James Bailey and Kotagiri Ramamohanarao. Third IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB), pages 165-177, Melbourne, 2008. Winner of the best paper award. Available here.

ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data. M. Maruf Hossain, MD. Rafiul Hassan and James Bailey. Proceedings of the 2008 SIAM Conference on Data Mining (SDM), Pages 455-465, Atlanta Georgia, April 24-26, 2008. Available here .

Mining, Ranking and Using Acronym Patterns. Xiaonan Ji, Gu Xu, James Bailey and Hang Li. Proceedings of the 10th Asia Pacific Web Conference (APWeb), Pages 371-382, Shenyang, China, April 26-28, 2008. Available here .

2007

Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. Xiaonan Ji, James Bailey, Guozhu Dong. Knowledge and Information Systems, 11(3), 259-286, 2007. Extended version of the ICDM 2005 paper. Available here .

Are Zero-suppressed Binary Decision Diagrams Good for Mining Frequent Patterns in High Dimensional Datasets ? Elsa Loekito and James Bailey. Proceedings of The Australasian Data Mining Conference: AusDM 2007. Pages 139-150, Gold Coast, Australia, December 2007. Available here.

An efficient mining technique for approximately frequent substring patterns XIaonan Ji and James Bailey. Proceedings of the Workshop on High Performance Data Mining. Held in conjunction with 7th IEEE International Conference on Data Mining (ICDM 2007). Pages 325-330, Omaha, USA, November 2007. Available here.

Merging Dynamic Functionality: Integration of XML Transformations. James Bailey and Ce Dong. In Proc. Fourth Asia-Pacific Conference on Conceptual Modelling (APCCM2007), Ballarat, Australia. CRPIT, 67.

2006

A Framework for Integrating XML Transformations Ce Dong and James Bailey. Proceedings of the 25th International Conference on Conceptual Modeling (ER2006) . Pages 182-195, Springer LNCS 4215, Tucson, Arizona, USA. November 6-9, 2006. Available here .

Fast Mining of High Dimensional Expressive Contrast Patterns Using Zero-suppressed Binary Decision Diagrams Elsa Loekito and James Bailey. Proceedings of The Twelfth ACM SIGKDD International Conference On Knowledge Discovery and Data Mining (KDD 2006) . Pages 307-316, August 20-23, 2006. Philadelphia, USA. Available here .

XSLTGen: A System for Automatically Generating XML Transformations Via Semantic Mappings. Stella Waworuntu and James Bailey. Journal on Data Semantics, Volume V, LNCS 3870, pages 91-129, 2006. Paper is available here . The software is available here .

Mining Minimal Contrast Subgraph Patterns. Roger Ting and James Bailey. Proceedings of the 6th SIAM International Conference on Data Mining (SDM 2006) . Pages 639-643, Maryland, USA. Available here .

Clustering Similarity Comparison Using Density Profiles. Eric Kyoo Han Bae, James Bailey and Guozhu Dong. Proceedings of the 19th Australian Joint Conference on Artificial Intelligence. Pages 342-351, Springer LNCS 4304, Hobart, Tasmania, Dec 4-8, 2006. Available here .

Mining Generalised Emerging Patterns. Xiaoyuan Qian, James Bailey and Christopher Leckie. Proceedings of the 19th Australian Joint Conference on Artificial Intelligence. Pages 295-304, Springer LNCS 4304, Hobart, Tasmania, Dec. 4-8,2006. Available here .

Fast Discovery of Interesting Collections of Web Services Zhou Zhu and James Bailey. Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI'06). Pages 152-158, Hong Kong, China, 2006. Available here .

A Logging-Based Approach for Building More Robust Multi-Agent Systems Amy Unruh, James Bailey and Kotagiri Ramamohanarao. Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT-2006). Hong Kong, China, 2006.

COALA : A Novel Approach for the Extraction of an Alternate Clustering of High Quality and High Dissimilarity Eric Bae and James Bailey. Proceedings of the IEEE International Conference on Data Mining (ICDM). Pages 53-62, Hong Kong, China, 2006. Available here .

Discovering and Summarising Regions of Correlated Spatio-Temporal Change in Evolving Graphs Jeffrey Chan, James Bailey and Christopher Leckie. Proceedings of the 1st International Workshop on Spatial and Spatio-temporal Data Mining (SSTDM). Held in conjunction with ICDM 2006, pages 361-365. December 18, 2006, Hong Kong. Available here .

2005

Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. Xiaonan Ji and James Bailey and Guozhu Dong. Proceedings of 5th IEEE International Conference on Data Mining (ICDM). Houston, Texas, USA, 27 - 30 November 2005. Pages 194-201. Available here . Winner of the Best Paper Award. Extended version in Knowledge and Information Systems.

Efficient Mining of Contrast Patterns and their Application to Classification. Ramamohanarao, K. and Bailey, J and Fan, H. Proceedings of the 3rd International Conference on Intelligent Sensing and Information Processing , pages 194-201, 14-17 December, Bangalore, India, 2005. Available here .

Flavours of XChange, a Rule-Based Reactive Language for the (Semantic) Web James Bailey, Francois Bry, Michael Eckert, and Paula-Lavinia Patranjan: Proceedings of the International Conference on Rules and Rule Markup Languages for the Semantic Web (RULEML-2005) . Galway, Ireland 10-12 November 2005. Pages 187-192. Springer Verlag LNCS 3791 Available here .

Optimization of XSLT by Compact Specialization and Combination Ce Dong and James Bailey. Proceedings of the 6th International Conference on Web Information Systems Engineering (WISE). New York, USA, Nov 20-22, 2005. Springer Verlag LNCS 3806, Pages 304-317. Available here .

Semantic-Compensation-Based Recovery in Multi-Agent Systems Amy Unruh, Henry Harjadi, James Bailey, Kotagiri Ramamohanarao. Proceedings of the Second IEEE Symposium on Multi-Agent Security and Survivability. Philadelphia, USA, August 30-31, 2005. Pages 85-94. IEEE Xplore Digital Library. Available here .

Web and Semantic Web Query Languages: A Survey James Bailey, Francois Bry, Tim Furche, and Sebastian Schaffert. Reasoning Web, First International Summer School 2005, Norbert Eisinger, Jan Maluszynski (editor(s)), pages 35-133, LNCS 3564, 2005 Available here .

Composite Event Queries for Reactivity on the Web. James Bailey, Francois Bry and Paula Patranjan 14th International World Wide Web Conference (WWW'2005). Pages 1082-1083, ACM 2005, ISBN 1-59593-051-5 Chiba, Japan, May 2005. Available here .

Transformation and Reaction Rules for Data on the Web James Bailey. Proceedings of the 16th Australasian Database Conference (ADC). January 2005 . Pages 17-26. Australian Computer Science Communications 27(2). Newcastle, Australia, January 2005 . Available here .

Discovery of Minimal Unsatisfiable Subsets of Constraints Using Hitting Set Dualization James Bailey and Peter Stuckey. Proceedings of the Seventh International Symposium on Practical Aspects of Declarative Languages (PADL). Pages 174-186. Springer Verlag LNCS Volume 3350. January 10-11, Long Beach, USA, 2005. Available here .

2004

Optimization of XML Transformations Using Template Specialization. Ce Dong and James Bailey. Proceedings of the 5th International Conference on Web Information Systems Engineering (WISE). Pages 352-364. Springer Verlag LNCS Volume 3306. November 22-24, Brisbane, Australia, 2004. Available here .

Managing Semantic Compensation in a Multi-Agent System . Amy Unruh and James Bailey and Kotagiri Ramamohanarao. Proceedings of the 12th International Conference on Cooperative Information Systems (CoopIS). Pages 245-263, Springer Verlag LNCS Volume 3290. Agia Napia, Cyprus, October 25-20, 2004. Available here .

XSLTGen: A System for Automatically Generating XML Transformations via Semantic Mappings . Stella Waworuntu and James Bailey. Proceedings of the 23rd International Conference on Conceptual Modeling (ER2004). Pages 479-492, Springer Verlag LNCS Volume 3288. Shanghai, China, November 8-12, 2004. Abstract here . Longer (journal) version published in 2006 available here . The software is available here .

ParaDualMiner: An efficient parallel implementation of the DualMiner Algorithm. Ting, R. and Bailey, J. and Ramamohanarao, K. Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). Pages 96-105. Springer Verlag, LNAI 3056. Sydney, Australia, May 2004. Available here .

On the decidability of the termination problem of active database systems . J. Bailey, G. Dong and K. Ramamohanarao. Theoretical Computer Science . Vol 311(1-3) 389-437, 2004. Available here .

Static Analysis of XSLT Programs. Ce Dong and James Bailey. Proceedings of the 15th Australasian Database Conference (ADC).. Australian Computer Science Communications 26(2). Pages 151-160. Dunedin, New Zealand, January 2004. Available here .

Emerging patterns: Mining and Applications. Ramamohanarao, K. and Bailey, J. Proceedings of the International Conference on Intelligent Sensing and Information Processing . Pages 409-414. Chennai, India, January 2004.

Analysis of functional active databases. J. Bailey and A. Poulovassilis. Appears in The Functional Approach to Data Management: Modeling, Analyzing and Integrating Heterogeneous Data. Springer-Verlag 2004. Pages 262-287. Available here

An Event-Condition-Action Language for XML J. Bailey and G. Papamarkos and A. Poulovassilis and P. Wood. Appears in Web Dynamics: Adapting to Change in Content, Size, Topology and Use. Springer-Verlag 2004. Pages 223-248. Available here

A Framework for Goal-Based Semantic Compensation in Agent Systems. A. Unruh., J. Bailey, and K. Ramamohanarao. 1st International Workshop on Safety and Security in Multi-Agent Systems, AAMAS '04, 2004. Available here

2003

A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns. J. Bailey and T. Manoukian and K. Ramamohanarao. Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM). Pages 485-488. Florida, USA, November 2003. Available here .

CodeX: An approach for debugging XSLT transformations. E. Bae and J. Bailey. 4th International Conference on Web Information Systems Engineering (WISE). IEEE Computer Society. Pages 309-312. Roma, Italy, December 2003. Available here .

Classification Using Constrained Emerging Patterns. J. Bailey and T. Manoukian and K. Ramamohanarao. 4th International Conference on Web-Age Information Management (WAIM). Springer Verlag LNCS 2762. Pages 226-237. Chengdu, China, August 2003. Available here .

Discovery of Emerging Patterns and their Use in Classification. K. Ramamohanarao and J. Bailey. Proceedings of the 16th Australian Joint Conference on Artificial Intelligence. LNAI 2903 Springer Verlag. Pages 1-12. Perth, Australia, December 2003. Available here .

A reliable computational model for BDI Agents. P. Busetta and J. Bailey and K. Ramamohanarao. In Proceedings of 1st International Workshop on Safe Agents. Held in conjunction with AAMAS2003. Available here .

2002

Analysis and Optimisation of Event-Condition-Action Rules on XML J. Bailey, A. Poulovassilis, P. Wood. Computer Networks Journal - Special Issue on Web Dynamics. Vol 39 (2002), 239-259. Abstract here . Paper here

An Event-Condition-Action Language for XML J. Bailey, A. Poulovassilis, P. Wood. Proceedings of the 11th International World Wide Web Conference (WWW). ACM Press. Pages 486-495. Hawaii, USA, 2002. Paper here

Fast Algorithms for Mining Emerging Patterns J. Bailey, T. Manoukian and K. Ramamohanarao Proceedings of the 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) 2002 . LNAI 2431, pages 39-50. Paper here

2001

Expressiveness issues and decision problems for active database event queries James Bailey and Szabolcs Mikulas Proceedings of the 8th International Conference on Database Theory (ICDT) . LNCS 1973, pages 68-82, London, 2001. Available here

Optimising Active Database Rules by Partial Evaluation and Abstract Interpretation James Bailey, Alexandra Poulovassilis, Simon Courtenage Proceedings of 8th International Wokshop on Database Programming Languages (DBPL) 2001 . LNCS 2397, pages 300-317. Abstract here Available here

Transaction Oriented Computational Models for Multi-Agent Systems Kotagiri Ramamohanarao, James Bailey, Paolo Busetta. Proceedings of 13th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). Dallas, 2001. IEEE Press, pages 11-17. Abstract here Available here

2000

A Dynamic Approach to Termination Analysis for Active Database Rules James Bailey, Alexandra Poulovassilis and Pete Newson Proceedings of 1st International Conference on Computational Logic (CL2000). LNCS 1861. Pages 1106-1120. Abstract here. Available here.

1999

Decidability of First Order Logic Queries Over Views James Bailey, Guozhu Dong Proceedings of the 7th International Conference on Database Theory (ICDT), . LNCS 1540, pages 83-99. Jerusalem, Israel, 1999 Abstract here. Available here. An extended version of this paper is here.

Abstract Interpretation for Termination Analysis in Functional Active Databases James Bailey and Alexandra Poulovassilis Journal of Intelligent Information Systems, 12(2/3) 1999. Abstract here. Available here.

An Abstract Interpretation Framework for Termination Analysis of Active Rules James Bailey and Alexandra Poulovassilis Proceedings of the 7th International Workshop on Database Programming Languages (DBPL) 1999. LNCS 1949 . Pages 249-266. Abstract here. Available here.

1998

Decidability and Undecidability Results for the termination problem of active database rules James Bailey, Guozhu Dong and Kotagiri Ramamohanarao Proceedings of the 17th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS), 264-273, Seattle, Washington, 1998 Abstract here. Available here.

Incremental View Maintenance by Base Relation Tagging in Distributed Databases James Bailey, Guozhu Dong, Mukesh Mohania and X. Sean Wang Distributed and Parallel Databases 6(3) 287-309 1998. Abstract here. Available here.

On the foundations of termination analysis of active database rules PhD thesis, Department of Computer Science, University of Melbourne, February, 1998 Abstract here. Available here.

1997

Abstract Interpretation of Active Rules and its use in Termination Analysis James Bailey, Lobel Crnogorac, Kotagiri Ramamohanarao and Harald Sondergaard Proceedings of the Sixth International Conference on Database Theory (ICDT), Delphi, Greece, 1997. LNCS 1186. . Pages 188-202. Abstract here. Available here.

Structural Issues in Active Rule Systems James Bailey, Guozhu Dong and Kotagiri Ramamohanarao Proceedings of the Sixth International Conference on Database Theory (ICDT), Delphi, Greece, 1997. LNCS 1186. Pages 203-214. Abstract here. Available here.

1995

Issues in Active Databases James Bailey and Kotagiri Ramamohanarao Proceedings of the Sixth Australasian Database Conference, Glenelg, South Australia, 1995, Australian Computer Science Communications, Vol 17, No. 2, pp. 27-35 Abstract here. Available here.

Active Databases and Agent Systems - A Comparison.
James Bailey, Mike Georgeff, David Kemp, David Kinny and Kotagiri Ramamohanarao Proceedings of the Second International Workshop on Rules in Database Systems (RIDS), Lecture Notes in Computer Science 985, pages 342-356, Athens, Greece, 1995. Abstract here. Available here.