| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, Nicos G. Pavlidis, David J. Hand |
Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification.  |
Statistical Analysis and Data Mining  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | James Bentham, David J. Hand |
Data mining from a patient safety database: the lessons learned. |
Data Min. Knowl. Discov. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Christoforos Anagnostopoulos |
A better Beta for the H measure of classification performance |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand |
Exponentially weighted moving average charts for detecting concept drift. |
Pattern Recognition Letters |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam R. Brentnall, Martin Crowder, David J. Hand |
Approximate repeated-measures shrinkage. |
Computational Statistics & Data Analysis |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
lambda-Perceptron: An adaptive classifier for data streams. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
Selective fusion of out-of-sequence measurements. |
Information Fusion |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sanjay Chawla, David J. Hand, Vasant Dhar |
Outlier detection special issue. |
Data Min. Knowl. Discov. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicos G. Pavlidis, Niall M. Adams, David Nicholson, David J. Hand |
Prospects for Bandit Solutions in Sensor Management. |
Comput. J. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand |
Streaming Covariance Selection with Applications to Adaptive Querying in Sensor Networks. |
Comput. J. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam R. Brentnall, Martin Crowder, David J. Hand |
Likelihood-ratio changepoint features for consumer-behaviour models. |
JORS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Weston, Niall M. Adams, Yoonseong Kim, David J. Hand |
Fault Mining Using Peer Group Analysis. |
GfKl |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Wojtek J. Krzanowski, David J. Hand |
A simple method for screening variables before clustering microarray data. |
Computational Statistics & Data Analysis |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Measuring classifier performance: a coherent alternative to the area under the ROC curve. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher Whitrow, David J. Hand, Piotr Juszczak, David J. Weston, Niall M. Adams |
Transaction aggregation as a strategy for credit card fraud detection. |
Data Min. Knowl. Discov. |
2009 |
DBLP DOI BibTeX RDF |
Preprocessing, Fraud detection, Supervised classification, Credit cards |
| 1 | Tao Pei, Ajay Jasra, David J. Hand, A-Xing Zhu, Chenghu Zhou |
DECODE: a new method for discovering clusters of different densities in spatial data. |
Data Min. Knowl. Discov. |
2009 |
DBLP DOI BibTeX RDF |
Data mining, Nearest neighbor, MCMC, Point process, Earthquake, Reversible jump |
| 1 | Adrien Jamain, David J. Hand |
Where are the large and difficult datasets? |
Adv. Data Analysis and Classification |
2009 |
DBLP DOI BibTeX RDF |
Mathematics Subject Classification (2000) 6207, 68T10 |
| 1 | Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
Temporally adaptive estimation of logistic classifiers on data streams. |
Adv. Data Analysis and Classification |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | James Bentham, David J. Hand |
Detecting New Kinds of Patient Safety Incidents. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools. |
KDD |
2009 |
DBLP DOI BibTeX RDF |
KDD invited talk |
| 1 | Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David J. Weston |
Off-the-peg and bespoke classifiers for fraud detection. |
Computational Statistics & Data Analysis |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu 0001, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg |
Top 10 algorithms in data mining. |
Knowl. Inf. Syst. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak |
Plastic card fraud detection using peer group analysis. |
Adv. Data Analysis and Classification |
2008 |
DBLP DOI BibTeX RDF |
Mathematics Subject Classification (2000) 62P30, 62H30 |
| 1 | Adrien Jamain, David J. Hand |
Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation. |
J. Classification |
2008 |
DBLP DOI BibTeX RDF |
Tree classifiers, Nearest neighbor method, Bradley-Terry, Data mining, Neural networks, Logistic regression, Classification rules, Supervised classification, Meta-analysis |
| 1 | Bhekisipho Twala, M. C. Jones, David J. Hand |
Good methods for coping with missing data in decision trees. |
Pattern Recognition Letters |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
Dynamic Multi-Armed Bandit with Covariates. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams |
Online optimization for variable selection in data streams. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand |
Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. |
SAC |
2008 |
DBLP DOI BibTeX RDF |
exploration-exploitation, sensor networks, EM algorithm, variable selection, lasso |
| 1 | Nicos G. Pavlidis, Dimitris K. Tasoulis, David J. Hand |
Simulation Studies of Multi-armed Bandits with Covariates. |
UKSim |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. |
UKSim |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Wojtek J. Krzanowski, Martin Crowder |
Optimal predictive partitioning. |
Statistics and Computing |
2007 |
DBLP DOI BibTeX RDF |
Alternating least squares, Criterion optimisation, Transfer algorithm, Clustering, Discrimination, Error rates |
| 1 | I-Ding Wu, David J. Hand |
Handling selection bias when choosing actions in retail credit applications. |
European Journal of Operational Research |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Crowder, David J. Hand, Wojtek J. Krzanowski |
On optimal intervention for customer lifetime value. |
European Journal of Operational Research |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Wojtek J. Krzanowski, David J. Hand |
A recursive partitioning tool for interval prediction. |
Adv. Data Analysis and Classification |
2007 |
DBLP DOI BibTeX RDF |
JEL Classification C45, C49 |
| 1 | Niall M. Adams, David J. Hand |
Note on parallel universes. |
Parallel Universes and Local Patterns |
2007 |
DBLP BibTeX RDF |
|
| 1 | Zhicheng Zhang, David J. Hand |
Detecting groups of anomalously similar objects in large data sets. |
Intell. Data Anal. |
2006 |
DBLP BibTeX RDF |
|
| 1 | Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
Unsupervised Clustering In Streaming Data. |
ICDM Workshops |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Protection or Privacy? Data Mining and Personal Data. |
PAKDD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Wojtek J. Krzanowski |
Optimising k. |
Computational Statistics & Data Analysis |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, So Young Sohn, Yoonseong Kim |
Optimal bipartite scorecards. |
Expert Syst. Appl. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Adrien Jamain, David J. Hand |
The Naive Bayes Mystery: A classification detective story. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhicheng Zhang, David J. Hand |
Detecting Groups of Anomalously Similar Objects in Large Data Sets. |
IDA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard J. Bolton, David J. Hand, Martin Crowder |
Significance tests for unsupervised pattern discovery in large continuous multivariate data sets. |
Computational Statistics & Data Analysis |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ross A. McDonald, David J. Hand, Idris A. Eckley |
A Multiclass Extension To The Brownboost Algorithm. |
IJPRAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Strength in Diversity: The Advance of Data Analysis. |
PKDD |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Niall M. Adams, Nick A. Heard |
Pattern Discovery Tools for Detecting Cheating in Student Coursework. |
Local Pattern Detection |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Strength in Diversity: The Advance of Data Analysis. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ross A. McDonald, Idris A. Eckley, David J. Hand |
A Classifier Combination Tree Algorithm. |
SSPR/SPR |
2004 |
DBLP DOI BibTeX RDF |
Local Combination, Brier Score, CART |
| 1 | David J. Hand |
Book Review: Data Mining and Knowledge Discovery with Evolutionary Programs. |
Genetic Programming and Evolvable Machines |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard J. Bolton, David J. Hand, Andrew R. Webb |
Projection techniques for nonlinear principal component analysis. |
Statistics and Computing |
2003 |
DBLP DOI BibTeX RDF |
self-consistency, intrinsic dimensionality, feature extraction, radial basis functions, least squares approximation, projection pursuit |
| 1 | David J. Hand, Daniel A. Keim, Raymond T. Ng |
Guest Editorial. |
Data Min. Knowl. Discov. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Daniel A. Keim, Raymond T. Ng |
Guest Editorial. |
Data Min. Knowl. Discov. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Veronica Vinciotti |
Choosing k for two-class nearest neighbour classifiers with unbalanced classes. |
Pattern Recognition Letters |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael R. Berthold, David J. Hand (eds.) |
Intelligent Data Analysis, An Introduction, 2nd editon |
|
2003 |
RDF |
|
| 1 | Ross A. McDonald, David J. Hand, Idris A. Eckley |
An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise. |
Multiple Classifier Systems |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
It's been great - and the future looks even better. |
Statistics and Computing |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard J. Bolton, David J. Hand, Niall M. Adams |
Determining Hit Rate in Pattern Search. |
Pattern Detection and Discovery |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Niall M. Adams, Richard J. Bolton (eds.) |
Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings |
Pattern Detection and Discovery |
2002 |
DBLP BibTeX RDF |
|
| 1 | David J. Hand |
Pattern Detection and Discovery. |
Pattern Detection and Discovery |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Robert J. Till |
A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard J. Bolton, David J. Hand |
Significance Tests for Patterns in Continuous Data. |
ICDM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Niall M. Adams, Mark G. Kelly |
Multiple Classifier Systems Based on Interpretable Linear Classifiers. |
Multiple Classifier Systems |
2001 |
DBLP DOI BibTeX RDF |
support vector machines, logistic regression, perceptron, product models |
| 1 | José Tomé A. S. Ferreira, David G. T. Denison, David J. Hand |
Data Mining with Products of Trees. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul R. Cohen, Niall M. Adams, David J. Hand |
The IDA'01 Robot Data Challenge. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães (eds.) |
Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings |
IDA |
2001 |
DBLP BibTeX RDF |
|
| 1 | Dave Yearling, David J. Hand |
Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. |
IDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Niall M. Adams, David J. Hand |
Improving the Practice of Classifier Performance Assessment. |
Neural Computation |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart J. A. Mertens, David J. Hand |
Adjusted estimation for the combination of classifiers. |
Intell. Data Anal. |
2000 |
DBLP BibTeX RDF |
|
| 1 | David J. Hand, Douglas H. Fisher, Michael R. Berthold |
Advances in intelligent data analysis. |
Intell. Data Anal. |
2000 |
DBLP BibTeX RDF |
|
| 1 | David J. Hand |
Statistics and Data Mining: Intersecting Disciplines. |
SIGKDD Explorations |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Niall M. Adams, David J. Hand |
Comparing classifiers when the misallocation costs are uncertain. |
Pattern Recognition |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Joost N. Kok, Michael R. Berthold (eds.) |
Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings |
IDA |
1999 |
DBLP BibTeX RDF |
|
| 1 | Mark G. Kelly, David J. Hand, Niall M. Adams |
Supervised Classification Problems: How to Be Both Judge and Jury. |
IDA |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart J. A. Mertens, David J. Hand |
Adjusted Estimation for the Combination of Classifiers. |
IDA |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Mark G. Kelly, David J. Hand, Niall M. Adams |
The Impact of Changing Populations on Classifier Performance. |
KDD |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Intelligent Data Analysis: Issues and Opportunities. |
Intell. Data Anal. |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, Jonathan J. Oliver, A. Daniel Lunn |
Discriminant analysis when the classes arise from a continuum. |
Pattern Recognition |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Review of The Art of Causal Conjecture. |
AI Magazine |
1998 |
DBLP BibTeX RDF |
|
| 1 | Mark G. Kelly, David J. Hand, Niall M. Adams |
Defining the Goals to Optimise Data Mining Performance. |
KDD |
1998 |
DBLP BibTeX RDF |
|
| 1 | David J. Hand |
Intelligent Data Analysis: Issues and Opportunities. |
IDA |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonathan J. Oliver, David J. Hand |
On Pruning and Averaging Decision Trees. |
ICML |
1995 |
DBLP BibTeX RDF |
|
| 1 | Jonathan J. Oliver, David J. Hand |
Averaging Over Decision Stumps. |
ECML |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | J. P. Myles, David J. Hand |
The multi-class metric problem in nearest neighbour discrimination rules. |
Pattern Recognition |
1990 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Practical experience in developing statistical knowledge enhancement systems. |
Ann. Math. Artif. Intell. |
1990 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand |
Introduction. |
Ann. Math. Artif. Intell. |
1990 |
DBLP DOI BibTeX RDF |
|
| 1 | A. M. R. Smith, L. S. Lee, David J. Hand |
Interactive User-Friendly Interfaces to Statistical Packages. |
Comput. J. |
1983 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Hand, B. G. Batchelor |
Experiments on the edited condensed nearest neighbor rule. |
Inf. Sci. |
1978 |
DBLP DOI BibTeX RDF |
|
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