James Bailey

According to our database1, James Bailey authored at least 198 papers between 1995 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

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Bibliography

2018
The randomized information coefficient: assessing dependencies in noisy data.
Machine Learning, 2018

Image Constrained Blockmodelling: A Constraint Programming Approach.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

An Automated Matrix Profile for Mining Consecutive Repeats in Time Series.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Dimensionality-Driven Learning with Noisy Labels.
Proceedings of the 35th International Conference on Machine Learning, 2018

Iterative Learning With Open-Set Noisy Labels.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the Ear.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Providing Automated Real-Time Technical Feedback for Virtual Reality Based Surgical Training: Is the Simpler the Better?
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Lagrangian Constrained Community Detection.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Extending Information-Theoretic Validity Indices for Fuzzy Clustering.
IEEE Trans. Fuzzy Systems, 2017

Ground truth bias in external cluster validity indices.
Pattern Recognition, 2017

rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking.
Knowl. Inf. Syst., 2017

Topology-regularized universal vector autoregression for traffic forecasting in large urban areas.
Expert Syst. Appl., 2017

The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality.
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Challenges of Differentially Private Release of Data Under an Open-world Assumption.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

A Fast and Accurate Index Structure for Spatiotemporal Trajectories.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Clustering Aided Support Vector Machines.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

Providing Effective Real-Time Feedback in Simulation-Based Surgical Training.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Adversarial Generation of Real-time Feedback with Neural Networks for Simulation-based Training.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections.
Proceedings of the 34th International Conference on Machine Learning, 2017

Using a Traffic Light System to Provide Feedback to IS Masters Students.
Proceedings of the International Conference on Information Systems, 2017

SCED: A General Framework for Sparse Tensor Decomposition with Constraints and Elementwise Dynamic Learning.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

A Declarative Approach to Constrained Community Detection.
Proceedings of the Principles and Practice of Constraint Programming, 2017

Design and Evaluation of a Virtual Reality Simulation Module for Training Advanced Temporal Bone Surgery.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Simulation for Training Cochlear Implant Electrode Insertion.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Unbiased Multivariate Correlation Analysis.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Towards Accurate Predictions of Customer Purchasing Patterns.
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017

2016
Visual Assessment of Clustering Tendency for Incomplete Data.
IEEE Trans. Knowl. Data Eng., 2016

SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors.
Personal and Ubiquitous Computing, 2016

Can high-order dependencies improve mutual information based feature selection?
Pattern Recognition, 2016

Efficient discovery of contrast subspaces for object explanation and characterization.
Knowl. Inf. Syst., 2016

Adjusting for Chance Clustering Comparison Measures.
Journal of Machine Learning Research, 2016

Data science in Asia (for PAKDD 2016).
I. J. Data Science and Analytics, 2016

Discovering outlying aspects in large datasets.
Data Min. Knowl. Discov., 2016

Provision of automated step-by-step procedural guidance in virtual reality surgery simulation.
Proceedings of the 22nd ACM Conference on Virtual Reality Software and Technology, 2016

Lagrangian Constrained Clustering.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

R1STM: One-class Support Tensor Machine with Randomised Kernel.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

A Framework to Adjust Dependency Measure Estimates for Chance.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Real Time Autonomous Point of Interest Mining through Ambient Smartphone Sensing.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Validity: a framework for cross-disciplinary collaboration in mining indicators of learning from MOOC forums.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Accelerating Online CP Decompositions for Higher Order Tensors.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Robust Domain Generalisation by Enforcing Distribution Invariance.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Training robust models using Random Projection.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Measuring dependency via intrinsic dimensionality.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

SLA-based profit optimization for resource management of big data analytics-as-a-service platforms in cloud computing environments.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

MOOCs Meet Measurement Theory: A Topic-Modelling Approach.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Ranking cell tracking systems without manual validation.
Pattern Recognition Letters, 2015

Automatically recognizing places of interest from unreliable GPS data using spatio-temporal density estimation and line intersections.
Pervasive and Mobile Computing, 2015

A framework to uncover multiple alternative clusterings.
Machine Learning, 2015

Enriched spatial comparison of clusterings through discovery of deviating subspaces.
Machine Learning, 2015

Mining multidimensional contextual outliers from categorical relational data.
Intell. Data Anal., 2015

Efficient mining of platoon patterns in trajectory databases.
Data Knowl. Eng., 2015

Mining outlying aspects on numeric data.
Data Min. Knowl. Discov., 2015

A Framework for Simplifying Trip Data into Networks via Coupled Matrix Factorization.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Generalized Modularity for Community Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Scalable Outlying-Inlying Aspects Discovery via Feature Ranking.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Automated Segmentation of Surgical Motion for Performance Analysis and Feedback.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data.
Proceedings of the New Frontiers in Artificial Intelligence, 2015

Detection of Deception in the Mafia Party Game.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

How private can i be among public users?
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

Trajectory inference for mobile devices using connected cell towers.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Region-Specific Automated Feedback in Temporal Bone Surgery Simulation.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Traffic forecasting in complex urban networks: Leveraging big data and machine learning.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Path Planning on Grids: The Effect of Vertex Placement on Path Length.
Proceedings of the Eleventh AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2015

Identifying At-Risk Students in Massive Open Online Courses.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Generating multiple alternative clusterings via globally optimal subspaces.
Data Min. Knowl. Discov., 2014

Efficient Matching of Substrings in Uncertain Sequences.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Improved Feature Transformations for Classification Using Density Estimation.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

FILTA: Better View Discovery from Collections of Clusterings via Filtering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Mining Contrast Subspaces.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Structure-Aware Distance Measures for Comparing Clusterings in Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Is this you?: identifying a mobile user using only diagnostic features.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

A context-aware do-not-disturb service for mobile devices.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

A Temporal Bone Surgery Simulator with Real-Time Feedback for Surgical Training.
Proceedings of the Medicine Meets Virtual Reality 21 - NextMed, 2014

Effective global approaches for mutual information based feature selection.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Transfer Learning of a Temporal Bone Performance Model via Anatomical Feature Registration.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance.
Proceedings of the 31th International Conference on Machine Learning, 2014

TRIBAC: Discovering Interpretable Clusters and Latent Structures in Graphs.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks.
Proceedings of the Database Systems for Advanced Applications, 2014

Generalized information theoretic cluster validity indices for soft clusterings.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
A time decoupling approach for studying forum dynamics.
World Wide Web, 2013

Comments on supervised feature selection by clustering using conditional mutual information-based distances.
Pattern Recognition, 2013

Measures for ranking cell trackers without manual validation.
Pattern Recognition, 2013

Discovery and analysis of consistent active sub-networks in cancers.
BMC Bioinformatics, 2013

Pattern-based real-time feedback for a temporal bone simulator.
Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology, 2013

Mining multidimensional contextual outliers from categorical relational data.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

A Bayesian Classifier for Learning from Tensorial Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Time Series Forecasting Using Distribution Enhanced Linear Regression.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Constructive Real Time Feedback for a Temporal Bone Simulator.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A time-dependent enhanced support vector machine for time series regression.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Clustering and visualization of fuzzy communities in social networks.
Proceedings of the FUZZ-IEEE 2013, 2013

Discrimination aware classification for imbalanced datasets.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Mining Emerging Patterns Using Tree Structures or Tree Based Searches.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Mining Emerging Patterns Using Zero-Suppressed Binary Decision Diagrams.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Mining Emerging Patterns from Structured Data.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Statistical Measures for Contrast Patterns.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Alternative Clustering Analysis: A Review.
Data Clustering: Algorithms and Applications, 2013

2012
ciForager: Incrementally discovering regions of correlated change in evolving graphs.
TKDD, 2012

Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis.
IEEE Trans. Information Technology in Biomedicine, 2012

AIC and BIC based approaches for SVM parameter value estimation with RBF kernels.
Proceedings of the 4th Asian Conference on Machine Learning, 2012

Sentiment Analysis by Augmenting Expectation Maximisation with Lexical Knowledge.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Multiple Clustering Views via Constrained Projections.
Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Extracting significant places from mobile user GPS trajectories: a bearing change based approach.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

On compressing weighted time-evolving graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Utilizing common substructures to speedup tensor factorization for mining dynamic graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011
Improving MeSH classification of biomedical articles using citation contexts.
Journal of Biomedical Informatics, 2011

Health information exchange usage in emergency departments and clinics: the who, what, and why.
JAMIA, 2011

Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Distribution Based Data Filtering for Financial Time Series Forecasting.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

2010
Logical queries over views: Decidability and expressiveness.
ACM Trans. Comput. Log., 2010

Using Gene Ontology annotations in exploratory microarray clustering to understand cancer etiology.
Pattern Recognition Letters, 2010

A binary decision diagram based approach for mining frequent subsequences.
Knowl. Inf. Syst., 2010

Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance.
Journal of Machine Learning Research, 2010

Document clustering of scientific texts using citation contexts.
Inf. Retr., 2010

Enhancing the B+-tree by dynamic node popularity caching.
Inf. Process. Lett., 2010

Efficient incremental mining of contrast patterns in changing data.
Inf. Process. Lett., 2010

Classifying proteins using gapped Markov feature pairs.
Neurocomputing, 2010

A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings.
Data Min. Knowl. Discov., 2010

A fast indexing approach for protein structure comparison.
BMC Bioinformatics, 2010

is-rSNP: a novel technique for in silico regulatory SNP detection.
BMC Bioinformatics, 2010

is-rSNP: a novel technique for in silico regulatory SNP detection.
Bioinformatics, 2010

MIRAGAA - a methodology for finding coordinated effects of microRNA expression changes and genome aberrations in cancer.
Bioinformatics, 2010

Generation of Alternative Clusterings Using the CAMI Approach.
Proceedings of the SIAM International Conference on Data Mining, 2010

A Novel Scalable Multi-class ROC for Effective Visualization and Computation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A hierarchical information theoretic technique for the discovery of non linear alternative clusterings.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Mining distribution change in stock order streams.
Proceedings of the 26th International Conference on Data Engineering, 2010

Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009
A Framework for Goal-Based Semantic Compensation in Agent Systems.
Proceedings of the Safety and Security in Multiagent Systems, 2009

Semantic Web Query Languages.
Proceedings of the Encyclopedia of Database Systems, 2009

Building more robust multi-agent systems using a log-based approach.
Web Intelligence and Agent Systems, 2009

Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs.
Intell. Data Anal., 2009

A voting approach to identify a small number of highly predictive genes using multiple classifiers.
BMC Bioinformatics, 2009

Feature Weighted SVMs Using Receiver Operating Characteristics.
Proceedings of the SIAM International Conference on Data Mining, 2009

Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Information theoretic measures for clusterings comparison: is a correction for chance necessary?
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

A Query Based Approach for Mining Evolving Graphs.
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

2008
Discovering correlated spatio-temporal changes in evolving graphs.
Knowl. Inf. Syst., 2008

ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data.
Proceedings of the SIAM International Conference on Data Mining, 2008

Gene Ontology Assisted Exploratory Microarray Clustering and Its Application to Cancer.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

g-MARS: Protein Classification Using Gapped Markov Chains and Support Vector Machines.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Mining influential attributes that capture class and group contrast behaviour.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining, Ranking, and Using Acronym Patterns.
Proceedings of the Progress in WWW Research and Development, 2008

2007
Mining minimal distinguishing subsequence patterns with gap constraints.
Knowl. Inf. Syst., 2007

An Efficient Technique for Mining Approximately Frequent Substring Patterns.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Are Zero-suppressed Binary Decision Diagrams Good for Mining Frequent Patterns in High Dimensional Datasets?
Proceedings of the Data Mining and Analytics 2007, 2007

Merging Dynamic Functionality: Integration of XML Transformations.
Proceedings of the Conceptual Modelling 2007, Proceedings of the Fourth Asia-Pacific Conference on Conceptual Modelling (APCCM2007), Ballarat, Victoria, Australia, January 30, 2007

2006
XSLTGen: A System for Automatically Generating XML Transformations Via Semantic Mappings.
, 2006

Grid Security Framework for Managing the Certificate.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Mining Minimal Contrast Subgraph Patterns.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Fast mining of high dimensional expressive contrast patterns using zero-suppressed binary decision diagrams.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Discovering and Summarising Regions of Correlated Spatio-Temporal Change in Evolving Graphs.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

COALA: A Novel Approach for the Extraction of an Alternate Clustering of High Quality and High Dissimilarity.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Logging-Based Approach for Building More Robust Multi-agent Systems.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

A Framework for Integrating XML Transformations.
Proceedings of the Conceptual Modeling, 2006

Mining Generalised Emerging Patterns.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Clustering Similarity Comparison Using Density Profiles.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005
Composite event queries for reactivity on the web.
Proceedings of the 14th international conference on World Wide Web, 2005

Optimization of XSLT by Compact Specialization and Combination.
Proceedings of the Web Information Systems Engineering, 2005

Web and Semantic Web Query Languages: A Survey.
Proceedings of the Reasoning Web, 2005

Flavours of XChange, a Rule-Based Reactive Language for the (Semantic) Web.
Proceedings of the Rules and Rule Markup Languages for the Semantic Web, 2005

Discovery of Minimal Unsatisfiable Subsets of Constraints Using Hitting Set Dualization.
Proceedings of the Practical Aspects of Declarative Languages, 7th International Symposium, 2005

Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Transformation and Reaction Rules for Data on the Web.
Proceedings of the Database Technologies 2005, 2005

2004
On the decidability of the termination problem of active database systems.
Theor. Comput. Sci., 2004

Optimization of XML Transformations Using Template Specialization.
Proceedings of the Web Information Systems, 2004

ParaDualMiner: An Efficient Parallel Implementation of the DualMiner Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

XSLTGen: A System for Automatically Generating XML Transformations via Semantic Mappings.
Proceedings of the Conceptual Modeling, 2004

Managing Semantic Compensation in a Multi-agent System.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

Static Analysis of XSLT Programs.
Proceedings of the Database Technologies 2004, 2004

An Event-Condition-Action Language for XML.
Proceedings of the Web Dynamics - Adapting to Change in Content, Size, Topology and Use, 2004

2003
CodeX: An Approach for Debugging XSLT Transformations.
Proceedings of the 4th International Conference on Web Information Systems Engineering, 2003

Classification Using Constrained Emerging Patterns.
Proceedings of the Advances in Web-Age Information Management, 2003

A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Discovery of Emerging Patterns and Their Use in Classification.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2002
Analysis and optimisation of event-condition-action rules on XML.
Computer Networks, 2002

An event-condition-action language for XML.
Proceedings of the Eleventh International World Wide Web Conference, 2002

Fast Algorithms for Mining Emerging Patterns.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

2001
Transaction Oriented Computational Models for Multi-Agent Systems.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

Expressiveness Issues and Decision Problems for Active Database Event Queries.
Proceedings of the Database Theory, 2001

Optimising Active Database Rules by Partial Evaluation and Abstract Interpretation.
Proceedings of the Database Programming Languages, 8th International Workshop, 2001

2000
A Dynamic Approach to Termination Analysis for Active Database Rules.
Proceedings of the Computational Logic, 2000

1999
Abstract Interpretation for Termination Analysis in Functional Active Databases.
J. Intell. Inf. Syst., 1999

Decidability of First-Order Logic Queries over Views.
Proceedings of the Database Theory, 1999

An Abstract Interpretation Framework for Termination Analysis of Active Rules.
Proceedings of the Research Issues in Structured and Semistructured Database Programming, 1999

1998
Incremental View Maintenance By Base Relation Tagging in Distributed Databases.
Distributed and Parallel Databases, 1998

Decidability and Undecidability Results for the Termination Problem of Active Database Rules.
Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1998

1997
Structural Issues in Active Rule Systems.
Proceedings of the Database Theory, 1997

Abstract Interpretation of Active Rules and its Use in Termination Analysis.
Proceedings of the Database Theory, 1997

1995
Active Databases and Agent Systems - A Comparison.
Proceedings of the Rules in Database Systems, Second International Workshop, 1995

Issues in Active Databases.
Proceedings of the Sixth Australasian Database Conference, 1995


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