James Bailey

Guozhu Dong, James Bailey (Eds.): Contrast Data Mining: Concepts, Algorithms, and Applications. CRC Press 2013, isbn 978-1-43-985432-7

Nguyen X. Vinh, James Bailey: Comments on supervised feature selection by clustering using conditional mutual information-based distances. Pattern Recognition 46(4): 1220-1225 (2013)

James Bailey: Statistical Measures for Contrast Patterns. Contrast Data Mining 2013: 13-20

James Bailey, Kotagiri Ramamohanarao: Mining Emerging Patterns Using Tree Structures or Tree Based Searches. Contrast Data Mining 2013: 23-30

James Bailey, Elsa Loekito: Mining Emerging Patterns Using Zero-Suppressed Binary Decision Diagrams. Contrast Data Mining 2013: 31-38

James Bailey: Mining Emerging Patterns from Structured Data. Contrast Data Mining 2013: 59-68

Goce Ristanoski, Wei Liu, James Bailey: Time Series Forecasting Using Distribution Enhanced Linear Regression. PAKDD (1) 2013: 484-495

Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie: AIC and BIC based approaches for SVM parameter value estimation with RBF kernels. Journal of Machine Learning Research - Proceedings Track 25: 97-112 (2012)

Rahil Garnavi, Mohammad Aldeen, James Bailey: Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis. IEEE Transactions on Information Technology in Biomedicine 16(6): 1239-1252 (2012)

Jeffrey Chan, James Bailey, Christopher Leckie, Michael Houle: ciForager: Incrementally discovering regions of correlated change in evolving graphs. TKDD 6(3): 11 (2012)

Wei Liu, Sanjay Chawla, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao: An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries. Australasian Conference on Artificial Intelligence 2012: 649-660

Wei Liu, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao: Utilizing common substructures to speedup tensor factorization for mining dynamic graphs. CIKM 2012: 435-444

Wei Liu, Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie, Jian Pei, Kotagiri Ramamohanarao: On compressing weighted time-evolving graphs. CIKM 2012: 2319-2322

Tanusri Bhattacharya, Lars Kulik, James Bailey: Extracting significant places from mobile user GPS trajectories: a bearing change based approach. SIGSPATIAL/GIS 2012: 398-401

Jeffrey Chan, Wei Liu, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao: SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs. KDD 2012: 651-659

Xiuzhen Zhang, Yun Zhou, James Bailey, Kotagiri Ramamohanarao: Sentiment Analysis by Augmenting Expectation Maximisation with Lexical Knowledge. WISE 2012: 30-43

Longbing Cao, Joshua Zhexue Huang, James Bailey, Yun Sing Koh, Jun Luo (Eds.): New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7104, Springer 2012, isbn 978-3-642-28319-2

Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey (Eds.): Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7301, Springer 2012, isbn 978-3-642-30216-9

Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey (Eds.): Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7302, Springer 2012, isbn 978-3-642-30219-0

Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie: A Time Decoupling Approach for Studying Forum Dynamics. CoRR abs/1201.2277 (2012)

Kevin B. Johnson, Kim M. Unertl, Qingxia Chen, Nancy M. Lorenzi, Hui Nian, James Bailey, Mark E. Frisse: Health information exchange usage in emergency departments and clinics: the who, what, and why. JAMIA 18(5): 690-697 (2011)

Bader Aljaber, David Martínez, Nicola Stokes, James Bailey: Improving MeSH classification of biomedical articles using citation contexts. Journal of Biomedical Informatics 44(5): 881-896 (2011)

Goce Ristanoski, James Bailey: Distribution Based Data Filtering for Financial Time Series Forecasting. Australasian Conference on Artificial Intelligence 2011: 122-131

Guozhu Dong, James Bailey: Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book. ICDM Workshops 2011: 1141-1146

Raj K. Gaire, James Bailey, Jennifer Bearfoot, Ian G. Campbell, Peter J. Stuckey, Izhak Haviv: MIRAGAA - a methodology for finding coordinated effects of microRNA expression changes and genome aberrations in cancer. Bioinformatics 26(2): 161-167 (2010)

Geoff MacIntyre, James Bailey, Izhak Haviv, Adam Kowalczyk: is-rSNP: a novel technique for in silico regulatory SNP detection. Bioinformatics 26(18) (2010)

Lei Zhang, James Bailey, Arun Siddharth Konagurthu, Kotagiri Ramamohanarao: A fast indexing approach for protein structure comparison. BMC Bioinformatics 11(S-1): 46 (2010)

Geoff MacIntyre, James Bailey, Izhak Haviv, Adam Kowalczyk: is-rSNP: a novel technique for in silico regulatory SNP detection. BMC Bioinformatics 11(S-10): O7 (2010)

Eric Bae, James Bailey, Guozhu Dong: A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings. Data Min. Knowl. Discov. 21(3): 427-471 (2010)

Xiaonan Ji, James Bailey, Kotagiri Ramamohanarao: Classifying proteins using gapped Markov feature pairs. Neurocomputing 73(13-15): 2363-2374 (2010)

James Bailey, Elsa Loekito: Efficient incremental mining of contrast patterns in changing data. Inf. Process. Lett. 110(3): 88-92 (2010)

Cui Yu, James Bailey, Julian Montefusco, Rui Zhang, Jiling Zhong: Enhancing the B⁺-tree by dynamic node popularity caching. Inf. Process. Lett. 110(7): 268-273 (2010)

Bader Aljaber, Nicola Stokes, James Bailey, Jian Pei: Document clustering of scientific texts using citation contexts. Inf. Retr. 13(2): 101-131 (2010)

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

Elsa Loekito, James Bailey, Jian Pei: A binary decision diagram based approach for mining frequent subsequences. Knowl. Inf. Syst. 24(2): 235-268 (2010)

Geoff MacIntyre, James Bailey, Daniel Gustafsson, Izhak Haviv, Adam Kowalczyk: Using Gene Ontology annotations in exploratory microarray clustering to understand cancer etiology. Pattern Recognition Letters 31(14): 2138-2146 (2010)

James Bailey, Guozhu Dong, Anthony Widjaja To: Logical queries over views: Decidability and expressiveness. ACM Trans. Comput. Log. 11(2) (2010)

Rahil Garnavi, Mohammad Aldeen, James Bailey: Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis. DICTA 2010: 75-81

Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang, James Bailey, Kotagiri Ramamohanarao: Mining distribution change in stock order streams. ICDE 2010: 105-108

Xuan Hong Dang, James Bailey: A hierarchical information theoretic technique for the discovery of non linear alternative clusterings. KDD 2010: 573-582

Md. Rafiul Hassan, Kotagiri Ramamohanarao, Chandan K. Karmakar, M. Maruf Hossain, James Bailey: A Novel Scalable Multi-class ROC for Effective Visualization and Computation. PAKDD (1) 2010: 107-120

Xuan Hong Dang, James Bailey: Generation of Alternative Clusterings Using the CAMI Approach. SDM 2010: 118-129

Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Geoff MacIntyre, Joshua Wing Kei Ho, Kotagiri Ramamohanarao: A voting approach to identify a small number of highly predictive genes using multiple classifiers. BMC Bioinformatics 10(S-1) (2009)

Jeffrey Chan, James Bailey, Christopher Leckie: Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs. Intell. Data Anal. 13(5): 755-793 (2009)

Amy Unruh, James Bailey, Kotagiri Ramamohanarao: Building more robust multi-agent systems using a log-based approach. Web Intelligence and Agent Systems 7(1): 65-87 (2009)

Xuan Vinh Nguyen, Julien Epps, James Bailey: Information theoretic measures for clusterings comparison: is a correction for chance necessary? ICML 2009: 135

Elsa Loekito, James Bailey: Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?. PAKDD 2009: 483-490

Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan, James Bailey, Kotagiri Ramamohanarao: Feature Weighted SVMs Using Receiver Operating Characteristics. SDM 2009: 497-508

James Bailey, François Bry, Tim Furche, Sebastian Schaffert: Semantic Web Query Languages. Encyclopedia of Database Systems 2009: 2583-2586

Jeffrey Chan, James Bailey, Christopher Leckie: Discovering correlated spatio-temporal changes in evolving graphs. Knowl. Inf. Syst. 16(1): 53-96 (2008)

Xiaonan Ji, Gu Xu, James Bailey, Hang Li: Mining, Ranking, and Using Acronym Patterns. APWeb 2008: 371-382

Elsa Loekito, James Bailey: Mining influential attributes that capture class and group contrast behaviour. CIKM 2008: 971-980

Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Kotagiri Ramamohanarao: Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics. ECML/PKDD (1) 2008: 489-504

Xiaonan Ji, James Bailey, Kotagiri Ramamohanarao: g-MARS: Protein Classification Using Gapped Markov Chains and Support Vector Machines. PRIB 2008: 165-177

Geoff MacIntyre, James Bailey, Daniel Gustafsson, Alex Boussioutas, Izhak Haviv, Adam Kowalczyk: Gene Ontology Assisted Exploratory Microarray Clustering and Its Application to Cancer. PRIB 2008: 400-411

M. Maruf Hossain, Md. Rafiul Hassan, James Bailey: ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data. SDM 2008: 455-465

James Bailey, David Maier, Klaus-Dieter Schewe, Bernhard Thalheim, Xiaoyang Sean Wang (Eds.): Web Information Systems Engineering - WISE 2008, 9th International Conference, Auckland, New Zealand, September 1-3, 2008. Proceedings. Lecture Notes in Computer Science 5175, Springer 2008, isbn 978-3-540-85480-7

James Bailey, Guozhu Dong, Anthony Widjaja To: Logical Queries over Views: Decidability and Expressiveness. CoRR abs/0803.2559 (2008)

Xiaonan Ji, James Bailey, Guozhu Dong: Mining minimal distinguishing subsequence patterns with gap constraints. Knowl. Inf. Syst. 11(3): 259-286 (2007)

James Bailey, Ce Dong: Merging Dynamic Functionality: Integration of XML Transformations. APCCM 2007: 9-10

Elsa Loekito, James Bailey: Are Zero-suppressed Binary Decision Diagrams Good for Mining Frequent Patterns in High Dimensional Datasets? AusDM 2007: 139-150

Xiaonan Ji, James Bailey: An Efficient Technique for Mining Approximately Frequent Substring Patterns. ICDM Workshops 2007: 325-330

James Bailey, Alan Fekete (Eds.): Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, ADC 2007, Ballarat, Victoria, Australia, January 29 - February 2, 2007, Proceedings. CRPIT 63, Australian Computer Society 2007, isbn 1-920-68244-9

Stella Waworuntu, James Bailey: XSLTGen: A System for Automatically Generating XML Transformations Via Semantic Mappings. : 91-129 (2006)

Xiaoyuan Qian, James Bailey, Christopher Leckie: Mining Generalised Emerging Patterns. Australian Conference on Artificial Intelligence 2006: 295-304

Eric Bae, James Bailey, Guozhu Dong: Clustering Similarity Comparison Using Density Profiles. Australian Conference on Artificial Intelligence 2006: 342-351

Ce Dong, James Bailey: A Framework for Integrating XML Transformations. ER 2006: 182-195

Amy Unruh, James Bailey, Kotagiri Ramamohanarao: A Logging-Based Approach for Building More Robust Multi-agent Systems. IAT 2006: 342-349

Eric Bae, James Bailey: COALA: A Novel Approach for the Extraction of an Alternate Clustering of High Quality and High Dissimilarity. ICDM 2006: 53-62

Jeffrey Chan, James Bailey, Christopher Leckie: Discovering and Summarising Regions of Correlated Spatio-Temporal Change in Evolving Graphs. ICDM Workshops 2006: 361-365

Elsa Loekito, James Bailey: Fast mining of high dimensional expressive contrast patterns using zero-suppressed binary decision diagrams. KDD 2006: 307-316

Roger Ming Hieng Ting, James Bailey: Mining Minimal Contrast Subgraph Patterns. SDM 2006

Zhou Zhu, May Phyo Oo, James Bailey, Nilar Thein, Thinn Thu Naing: Grid Security Framework for Managing the Certificate. Web Intelligence 2006: 166-169

Gillian Dobbie, James Bailey (Eds.): Database Technologies 2006, Proceedings of the 17th Australasian Database Conference, ADC 2006, Hobart, Tasmania, Australia, January 16-19 2006. CRPIT 49, Australian Computer Society 2006, isbn 1-920682-31-7

José Júlio Alferes, James Bailey, Wolfgang May, Uta Schwertel (Eds.): Principles and Practice of Semantic Web Reasoning, 4th International Workshop, PPSWR 2006, Budva, Montenegro, June 10-11, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4187, Springer 2006, isbn 3-540-39586-5

James Bailey: Transformation and Reaction Rules for Data on the Web. ADC 2005: 17-23

Xiaonan Ji, James Bailey, Guozhu Dong: Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. ICDM 2005: 194-201

James Bailey, Peter J. Stuckey: Discovery of Minimal Unsatisfiable Subsets of Constraints Using Hitting Set Dualization. PADL 2005: 174-186

James Bailey, François Bry, Michael Eckert, Paula-Lavinia Patranjan: Flavours of XChange, a Rule-Based Reactive Language for the (Semantic) Web. RuleML 2005: 187-192

James Bailey, François Bry, Tim Furche, Sebastian Schaffert: Web and Semantic Web Query Languages: A Survey. Reasoning Web 2005: 35-133

Ce Dong, James Bailey: Optimization of XSLT by Compact Specialization and Combination. WISE 2005: 304-317

James Bailey, François Bry, Paula-Lavinia Patranjan: Composite event queries for reactivity on the web. WWW (Special interest tracks and posters) 2005: 1082-1083

James Bailey, Guozhu Dong, Kotagiri Ramamohanarao: On the decidability of the termination problem of active database systems. Theor. Comput. Sci. 311(1-3): 389-437 (2004)

James Bailey, George Papamarkos, Alexandra Poulovassilis, Peter T. Wood: An Event-Condition-Action Language for XML. Web Dynamics 2004: 223-248

Ce Dong, James Bailey: Static Analysis of XSLT Programs. ADC 2004: 151-160

Amy Unruh, James Bailey, Kotagiri Ramamohanarao: Managing Semantic Compensation in a Multi-agent System. CoopIS/DOA/ODBASE (1) 2004: 245-263

Stella Waworuntu, James Bailey: XSLTGen: A System for Automatically Generating XML Transformations via Semantic Mappings. ER 2004: 479-492

Roger Ming Hieng Ting, James Bailey, Kotagiri Ramamohanarao: ParaDualMiner: An Efficient Parallel Implementation of the DualMiner Algorithm. PAKDD 2004: 96-105

Ce Dong, James Bailey: Optimization of XML Transformations Using Template Specialization. WISE 2004: 352-364

Kotagiri Ramamohanarao, James Bailey: Discovery of Emerging Patterns and Their Use in Classification. Australian Conference on Artificial Intelligence 2003: 1-12

James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao: A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns. ICDM 2003: 485-488

James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao: Classification Using Constrained Emerging Patterns. WAIM 2003: 226-237

Eric Bae, James Bailey: CodeX: An Approach for Debugging XSLT Transformations. WISE 2003: 309-312

James Bailey, Alexandra Poulovassilis, Peter T. Wood: Analysis and optimisation of event-condition-action rules on XML. Computer Networks 39(3): 239-259 (2002)

James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao: Fast Algorithms for Mining Emerging Patterns. PKDD 2002: 39-50

James Bailey, Alexandra Poulovassilis, Peter T. Wood: An event-condition-action language for XML. WWW 2002: 486-495

James Bailey, Alexandra Poulovassilis, Simon Courtenage: Optimising Active Database Rules by Partial Evaluation and Abstract Interpretation. DBPL 2001: 300-317

James Bailey, Szabolcs Mikulás: Expressiveness Issues and Decision Problems for Active Database Event Queries. ICDT 2001: 68-82

Kotagiri Ramamohanarao, James Bailey, Paolo Busetta: Transaction Oriented Computational Models for Multi-Agent Systems. ICTAI 2001: 11-17

James Bailey, Alexandra Poulovassilis, Peter Newson: A Dynamic Approach to Termination Analysis for Active Database Rules. Computational Logic 2000: 1106-1120

James Bailey, Alexandra Poulovassilis: Abstract Interpretation for Termination Analysis in Functional Active Databases. J. Intell. Inf. Syst. 12(2-3): 243-273 (1999)

James Bailey, Alexandra Poulovassilis: An Abstract Interpretation Framework for Termination Analysis of Active Rules. DBPL 1999: 252-270

James Bailey, Guozhu Dong: Decidability of First-Order Logic Queries over Views. ICDT 1999: 83-99

James Bailey, Guozhu Dong, Mukesh K. Mohania, Xiaoyang Sean Wang: Incremental View Maintenance By Base Relation Tagging in Distributed Databases. Distributed and Parallel Databases 6(3): 287-309 (1998)

James Bailey, Guozhu Dong, Kotagiri Ramamohanarao: Decidability and Undecidability Results for the Termination Problem of Active Database Rules. PODS 1998: 264-273

James Bailey, Lobel Crnogorac, Kotagiri Ramamohanarao, Harald Søndergaard: Abstract Interpretation of Active Rules and its Use in Termination Analysis. ICDT 1997: 188-202

James Bailey, Guozhu Dong, Kotagiri Ramamohanarao: Structural Issues in Active Rule Systems. ICDT 1997: 203-214

James Bailey, Kotagiri Ramamohanarao: Issues in Active Databases. Australasian Database Conference 1995: 27-25

James Bailey, Michael P. Georgeff, David B. Kemp, David Kinny, Kotagiri Ramamohanarao: Active Databases and Agent Systems - A Comparison. Rules in Database Systems 1995: 342-356