Graham J. Williams

According to our database1, Graham J. Williams authored at least 43 papers between 1987 and 2016.

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

Timeline

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PhD thesis 
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Bibliography

2016
Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data.
Proceedings of the Intelligence and Security Informatics - 11th Pacific Asia Workshop, 2016

2014
Extensions to Quantile Regression Forests for Very High-Dimensional Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Ensemble Clustering of High Dimensional Data with FastMap Projection.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

2012
Topic oriented community detection through social objects and link analysis in social networks.
Knowl.-Based Syst., 2012

Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces.
IJDWM, 2012

Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

2011
Analysis of Cluster Migrations Using Self-Organizing Maps.
Proceedings of the New Frontiers in Applied Data Mining, 2011

2010
Visualizing temporal cluster changes using Relative Density Self-Organizing Maps.
Knowl. Inf. Syst., 2010

2008
Mining Unexpected Temporal Associations: Applications in Detecting Adverse Drug Reactions.
IEEE Trans. Information Technology in Biomedicine, 2008

Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
A Survey of Open Source Data Mining Systems.
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study.
Proceedings of the Data Mining and Analytics 2007, 2007

2006
Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Identifying Risk Groups Associated with Colorectal Cancer.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

2005
Representing Association Classification Rules Mined from Health Data.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Mining risk patterns in medical data.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

A Delivery Framework for Health Data Mining and Analytics.
Proceedings of the Computer Science 2005, 2005

2004
Conceptual Mining of Large Administrative Health Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Temporal Sequence Associations for Rare Events.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Exploring Possible Adverse Drug Reactions by Clustering Event Sequences.
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004

2003
Mining the Data Stream.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Association Rule Discovery with Unbalanced Class Distributions.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2002
A Comparative Study of RNN for Outlier Detection in Data Mining.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Mining Temporal Patterns from Health Care Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

Outlier Detection Using Replicator Neural Networks.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

An Overview Of Temporal Data Mining.
Proceedings of the 15th Australian Joint Conference on Artificial Intelligence 2002, 2002

Estimating Episodes of Care Using Linked Medical Claims Data.
Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002

2001
Temporal Data Mining Using Hidden Markov-Local Polynomial Models.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Feature Selection for Temporal Health Records.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Data Mining of Administrative Claims Data for Pathology Services.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

2000
Mining taxation data with parallel BMARS.
Parallel Algorithms Appl., 2000

Artificial Intelligence in Industry.
Proceedings of the Advances in Artificial Intelligence. PRICAI 2000 Workshop Reader, Four Workshops held at PRICAI 2000, Melbourne, Australia, August 28, 2000

On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Temporal Data Mining Using Multilevel-Local Polynominal Models.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

1999
Evolutionary Hot Spots Data Mining - An Architecture for Exploring for Interesting Discoveries.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project.
Proceedings of the Large-Scale Parallel Data Mining, 1999

1997
PEPNet: Parallel Evolutionary Programming for Constructing Artificial Neural Networks.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997

Mining the Knowledge Mine: The Hot Spots Methodology for Mining Large Real World Databases.
Proceedings of the Advanced Topics in Artificial Intelligence, 1997

1995
Templates for Spatial Reasoning in Responsive Geographical Information Systems.
International Journal of Geographical Information Systems, 1995

1993
Representing Expectations in Spatial Information Systems - A Case Study.
Proceedings of the Advances in Spatial Databases, 1993

1989
FrameUP: A Frames Formalism for Expert Systems.
Australian Computer Journal, 1989

1987
Some Experiments in Decision Tree Induction.
Australian Computer Journal, 1987


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