David J. Hand

Proceedings of the 19th International Conference on Computational Statistics, 2010

Temporally-Adaptive Linear Classification for Handling Population Drift in Credit Scoring.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Measuring classifier performance: a coherent alternative to the area under the ROC curve.

[BibT_eX]

[DOI]

Mach. Learn., 2009

Transaction aggregation as a strategy for credit card fraud detection.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2009

DECODE: a new method for discovering clusters of different densities in spatial data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2009

A simple method for screening variables before clustering microarray data.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2009

Where are the large and difficult datasets?

[BibT_eX]

[DOI]

Adrien Jamain

Adv. Data Anal. Classif., 2009

Temporally adaptive estimation of logistic classifiers on data streams.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2009

Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Detecting New Kinds of Patient Safety Incidents.

[BibT_eX]

[DOI]

James Bentham

Proceedings of the Discovery Science, 12th International Conference, 2009

2008

Good methods for coping with missing data in decision trees.

[BibT_eX]

[DOI]

Bhekisipho Twala

M. C. Jones

Pattern Recognit. Lett., 2008

Top 10 algorithms in data mining.

[BibT_eX]

[DOI]

Geoffrey J. McLachlan

Knowl. Inf. Syst., 2008

Performance criteria for plastic card fraud detection tools.

[BibT_eX]

[DOI]

J. Oper. Res. Soc., 2008

Off-the-peg and bespoke classifiers for fraud detection.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2008

Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation.

[BibT_eX]

[DOI]

Adrien Jamain

J. Classif., 2008

Plastic card fraud detection using peer group analysis.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2008

Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

Simulation Studies of Multi-armed Bandits with Covariates.

[BibT_eX]

[DOI]

Nicos G. Pavlidis

Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

Deciding what to observe next: adaptive variable selection for regression in multivariate data streams.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Dynamic Multi-Armed Bandit with Covariates.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

Online optimization for variable selection in data streams.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

2007

Optimal predictive partitioning.

[BibT_eX]

[DOI]

Martin Crowder

Stat. Comput., 2007

Handling selection bias when choosing actions in retail credit applications.

[BibT_eX]

[DOI]

I-Ding Wu

Eur. J. Oper. Res., 2007

On optimal intervention for customer lifetime value.

[BibT_eX]

[DOI]

Martin Crowder

Eur. J. Oper. Res., 2007

A recursive partitioning tool for interval prediction.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2007

A Review of Anomaly Detection on Graphs.

[BibT_eX]

[DOI]

Kiriaki Platanioti

Nicholas A. Heard

Proceedings of the Mining Massive Data Sets for Security, 2007

Statistical Techniques for Fraud Detection, Prevention and Assessment.

[BibT_eX]

[DOI]

David John Weston

Proceedings of the Mining Massive Data Sets for Security, 2007

Should Delayed Measurements Always be Incorporated in Filtering?

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Note on parallel universes.

[BibT_eX]

[DOI]

Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006

Detecting groups of anomalously similar objects in large data sets.

[BibT_eX]

[DOI]

Zhicheng Zhang

Intell. Data Anal., 2006

Protection or Privacy? Data Mining and Personal Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Unsupervised Clustering In Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

The Naive Bayes Mystery: A classification detective story.

[BibT_eX]

[DOI]

Adrien Jamain

Pattern Recognit. Lett., 2005

A survey of the issues in consumer credit modelling research.

[BibT_eX]

[DOI]

Lyn C. Thomas

R. W. Oliver

J. Oper. Res. Soc., 2005

Good practice in retail credit scorecard assessment.

[BibT_eX]

[DOI]

J. Oper. Res. Soc., 2005

Optimal bipartite scorecards.

[BibT_eX]

[DOI]

So Young Sohn

Yoonseong Kim

Expert Syst. Appl., 2005

Optimising k.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2005

Modern data analysis tools in personal financial services: a quantitative revolution.

[BibT_eX]

[DOI]

Proceedings of the Data Mining et Apprentissage Statistique : application en assurance, 2005

2004

A Multiclass Extension To The Brownboost Algorithm.

[BibT_eX]

[DOI]

Ross A. McDonald

Idris A. Eckley

Int. J. Pattern Recognit. Artif. Intell., 2004

Significance tests for unsupervised pattern discovery in large continuous multivariate data sets.

[BibT_eX]

[DOI]

Martin Crowder

Comput. Stat. Data Anal., 2004

A Classifier Combination Tree Algorithm.

[BibT_eX]

[DOI]

Ross A. McDonald

Idris A. Eckley

Proceedings of the Structural, 2004

Strength in Diversity: The Advance of Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Pattern Discovery Tools for Detecting Cheating in Student Coursework.

[BibT_eX]

[DOI]

Nick A. Heard

Proceedings of the Local Pattern Detection, 2004

2003

Projection techniques for nonlinear principal component analysis.

[BibT_eX]

[DOI]

Andrew R. Webb

Stat. Comput., 2003

Choosing k for two-class nearest neighbour classifiers with unbalanced classes.

[BibT_eX]

[DOI]

Veronica Vinciotti

Pattern Recognit. Lett., 2003

Book Review: Data Mining and Knowledge Discovery with Evolutionary Programs.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2003

Guest Editorial.

[BibT_eX]

[DOI]

Daniel A. Keim

Raymond T. Ng

Data Min. Knowl. Discov., 2003

An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise.

[BibT_eX]

[DOI]

Ross A. McDonald

Idris A. Eckley

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

2002

It's been great - and the future looks even better.

[BibT_eX]

[DOI]

Stat. Comput., 2002

Direct versus indirect credit scoring classifications.

[BibT_eX]

[DOI]

H. G. Li

J. Oper. Res. Soc., 2002

Pattern Detection and Discovery.

[BibT_eX]

[DOI]

Proceedings of the Pattern Detection and Discovery, 2002

Determining Hit Rate in Pattern Search.

[BibT_eX]

[DOI]

Proceedings of the Pattern Detection and Discovery, 2002

2001

A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems.

[BibT_eX]

[DOI]

Robert J. Till

Mach. Learn., 2001

Lookahead scorecards for new fixed term credit products.

[BibT_eX]

[DOI]

J. Oper. Res. Soc., 2001

Mining for classes and patterns in behavioural data.

[BibT_eX]

[DOI]

Robert J. Till

J. Oper. Res. Soc., 2001

Multiple Classifier Systems Based on Interpretable Linear Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks.

[BibT_eX]

[DOI]

Dave Yearling

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Data Mining with Products of Trees.

[BibT_eX]

[DOI]

José Tomé A. S. Ferreira

David G. T. Denison

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

The IDA'01 Robot Data Challenge.

[BibT_eX]

[DOI]

Paul R. Cohen

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Significance Tests for Patterns in Continuous Data.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Principles of Data Mining

[BibT_eX]

[DOI]

Heikki Mannila

Padhraic Smyth

MIT Press, ISBN: 9780262332521, 2001

2000

Improving the Practice of Classifier Performance Assessment.

[BibT_eX]

[DOI]

Neural Comput., 2000

Adjusted estimation for the combination of classifiers.

[BibT_eX]

[DOI]

Bart J. A. Mertens

Intell. Data Anal., 2000

Advances in intelligent data analysis.

[BibT_eX]

[DOI]

Douglas H. Fisher

Michael R. Berthold

Intell. Data Anal., 2000

An improved measure for comparing diagnostic tests.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2000

1999

Statistics and Data Mining: Intersecting Disciplines.

[BibT_eX]

[DOI]

SIGKDD Explor., 1999

Comparing classifiers when the misallocation costs are uncertain.

[BibT_eX]

[DOI]

Pattern Recognit., 1999

The Impact of Changing Populations on Classifier Performance.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Supervised Classification Problems: How to Be Both Judge and Jury.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

1998

Discriminant analysis when the classes arise from a continuum.

[BibT_eX]

[DOI]

Jonathan J. Oliver

A. Daniel Lunn

Pattern Recognit., 1998

Intelligent Data Analysis: Issues and Opportunities.

[BibT_eX]

[DOI]

Intell. Data Anal., 1998

Review of The Art of Causal Conjecture.

[BibT_eX]

[DOI]

AI Mag., 1998

Defining the Goals to Optimise Data Mining Performance.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

A Simulation Study of Indirect Prognostic Classification.

[BibT_eX]

[DOI]

H. G. Li

Proceedings of the COMPSTAT 1998, 1998

1997

Asessing and Improving Classification Rules.

[BibT_eX]

[DOI]

Keming Yu

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

1996

Editorial.

[BibT_eX]

[DOI]

Stat. Comput., 1996

1995

On Pruning and Averaging Decision Trees.

[BibT_eX]

[DOI]

Jonathan J. Oliver

Proceedings of the Machine Learning, 1995

1994

Averaging Over Decision Stumps.

[BibT_eX]

[DOI]

Jonathan J. Oliver

Proceedings of the Machine Learning: ECML-94, 1994

1993

16 Statistical applications of artificial intelligence.

[BibT_eX]

[DOI]

William A. Gale

Anthony E. Kelly

Proceedings of the Computational Statistics., 1993

1990

The multi-class metric problem in nearest neighbour discrimination rules.

[BibT_eX]

[DOI]

J. P. Myles

Pattern Recognit., 1990

Practical experience in developing statistical knowledge enhancement systems.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1990

Introduction.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1990

1987

A comparison of two average conditional error rate estimators.

[BibT_eX]

[DOI]

Garrett M. Fitzmaurice

Pattern Recognit. Lett., 1987

1986

An optimal error rate estimator based on average conditional error rate: Asymptotic results.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1986

Recent advances in error rate estimation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1986

1984

Expert Systems in Statistics.

[BibT_eX]

[DOI]

Knowl. Eng. Rev., 1984

1983

Interactive User-Friendly Interfaces to Statistical Packages.

[BibT_eX]

[DOI]

A. M. R. Smith

L. S. Lee

Comput. J., 1983

1978

Experiments on the edited condensed nearest neighbor rule.

[BibT_eX]

[DOI]