David J. Hand - RankMe

135 papers A* 6A 3B 12Misc 1Journal 86Unranked 21

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives. ACM Comput. Surv. Peter Christen, David J. Hand, Nishadi Kirielle
2024	J	`jnl`	Hidden: A Baker's Dozen Ways in Which Research Reporting is Less Transparent than it Could be and Suggestions for Implementing Einstein's Dictum. Sci. Eng. Ethics Abu Bakkar Siddique, Brian Shaw, Johanna Dwyer, David A. Fields, Kevin Fontaine, David J. Hand, Randy Schekman, Jeffrey Alberts, Julie Locher, David B. Allison
2024	J	`jnl`	Selecting a classification performance measure: matching the measure to the problem. CoRR David J. Hand, Peter Christen, Sumayya Ziyad
2023	J	`jnl`	Notes on the H-measure of classifier performance. Adv. Data Anal. Classif. David J. Hand, Christoforos Anagnostopoulos
2021	J	`jnl`	F*: an interpretable transformation of the F-measure. Mach. Learn. David J. Hand, Peter Christen, Nishadi Kirielle
2021	J	`jnl`	Notes on the H-measure of classifier performance. CoRR David J. Hand, Christoforos Anagnostopoulos
2020	J	`jnl`	F*: An Interpretable Transformation of the F-measure. CoRR David J. Hand, Peter Christen, Nishadi Kirielle
2020	J	`jnl`	Validating and Verifying AI Systems. Patterns David J. Hand, Shakeel Khan
2018	J	`jnl`	A note on using the F-measure for evaluating record linkage algorithms. Stat. Comput. David J. Hand, Peter Christen
2018	J	`jnl`	Aspects of Data Ethics in a Changing World: Where Are We Now? Big Data David J. Hand
2018	A*	`conf`	Data Science for Financial Applications. KDD David J. Hand
2015	J	`jnl`	Statistics and computing: the genesis of data science. Stat. Comput. David J. Hand
2014	J	`jnl`	A better Beta for the H measure of classification performance. Pattern Recognit. Lett. David J. Hand, Christoforos Anagnostopoulos
2014	J	`jnl`	Selection bias in credit scorecard evaluation. J. Oper. Res. Soc. David J. Hand, Niall M. Adams
2013	J	`jnl`	CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Stat. Anal. Data Min. Marc Y. R. Henrion, David J. Hand, Axel Gandy, Daniel J. Mortlock
2013	B	`conf`	Data, Not Dogma: Big Data, Open Data, and the Opportunities Ahead. IDA David J. Hand
2013	J	`jnl`	When is the area under the receiver operating characteristic curve an appropriate measure of classifier performance? Pattern Recognit. Lett. David J. Hand, Christoforos Anagnostopoulos
2012	J	`jnl`	A better Beta for the H measure of classification performance CoRR David J. Hand, Christoforos Anagnostopoulos
2012	J	`jnl`	Adaptive consumer credit classification. J. Oper. Res. Soc. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2012	J	`jnl`	Data mining from a patient safety database: the lessons learned. Data Min. Knowl. Discov. James Bentham, David J. Hand
2012	J	`jnl`	Erratum to "Exponentially weighted moving average charts for detecting concept drift" [Pattern Recognition Lett. 33(2) (2012) 191-198]. Pattern Recognit. Lett. Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand
2012	J	`jnl`	Exponentially Weighted Moving Average Charts for Detecting Concept Drift CoRR Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand
2012	J	`jnl`	Exponentially weighted moving average charts for detecting concept drift. Pattern Recognit. Lett. Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand
2012	J	`jnl`	Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Stat. Anal. Data Min. Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, Nicos G. Pavlidis, David J. Hand
2012	—	`ch.`	Voyages of Discovery. Journeys to Data Mining David J. Hand
2011	J	`jnl`	Approximate repeated-measures shrinkage. Comput. Stat. Data Anal. Adam R. Brentnall, Martin Crowder, David J. Hand
2011	—	`ch.`	Statistics: An Overview. International Encyclopedia of Statistical Science David J. Hand
2011	J	`jnl`	lambda-Perceptron: An adaptive classifier for data streams. Pattern Recognit. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2010	J	`jnl`	Evaluating models for classifying customers in retail banking collections. J. Oper. Res. Soc. David J. Hand, F. Zhou
2010	—	`conf`	Fault Mining Using Peer Group Analysis. GfKl David John Weston, Niall M. Adams, Yoonseong Kim, David J. Hand
2010	J	`jnl`	Fraud Detection in Telecommunications and Banking: Discussion of Becker, Volinsky, and Wilks (2010) and Sudjianto et al. (2010). Technometrics David J. Hand
2010	J	`jnl`	L'incohérence de l'aire sous la courbe ROC, que faire à ce propos ? Monde des Util. Anal. Données David J. Hand
2010	J	`jnl`	Likelihood-ratio changepoint features for consumer-behaviour models. J. Oper. Res. Soc. Adam R. Brentnall, Martin Crowder, David J. Hand
2010	J	`jnl`	Outlier detection special issue. Data Min. Knowl. Discov. Sanjay Chawla, David J. Hand, Vasant Dhar
2010	J	`jnl`	Prospects for Bandit Solutions in Sensor Management. Comput. J. Nicos G. Pavlidis, Niall M. Adams, David Nicholson, David J. Hand
2010	J	`jnl`	Selective fusion of out-of-sequence measurements. Inf. Fusion Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2010	J	`jnl`	Streaming Covariance Selection with Applications to Adaptive Querying in Sensor Networks. Comput. J. Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand
2010	—	`conf`	Temporally-Adaptive Linear Classification for Handling Population Drift in Credit Scoring. COMPSTAT Niall M. Adams, Dimitris K. Tasoulis, Christoforos Anagnostopoulos, David J. Hand
2010	—	`conf`	The Laws of Coincidence. COMPSTAT David J. Hand
2009	J	`jnl`	A simple method for screening variables before clustering microarray data. Comput. Stat. Data Anal. Wojtek J. Krzanowski, David J. Hand
2009	J	`jnl`	DECODE: a new method for discovering clusters of different densities in spatial data. Data Min. Knowl. Discov. Tao Pei, Ajay Jasra, David J. Hand, A-Xing Zhu, Chenghu Zhou
2009	B	`conf`	Detecting New Kinds of Patient Safety Incidents. Discovery Science James Bentham, David J. Hand
2009	J	`jnl`	Measuring classifier performance: a coherent alternative to the area under the ROC curve. Mach. Learn. David J. Hand
2009	A*	`conf`	Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools. KDD David J. Hand
2009	J	`jnl`	Temporally adaptive estimation of logistic classifiers on data streams. Adv. Data Anal. Classif. Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2009	J	`jnl`	Transaction aggregation as a strategy for credit card fraud detection. Data Min. Knowl. Discov. Christopher Whitrow, David J. Hand, Piotr Juszczak, David John Weston, Niall M. Adams
2009	J	`jnl`	Where are the large and difficult datasets? Adv. Data Anal. Classif. Adrien Jamain, David J. Hand
2008	Misc	`conf`	Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. SAC Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand
2008	A	`conf`	Dynamic Multi-Armed Bandit with Covariates. ECAI Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2008	J	`jnl`	Good methods for coping with missing data in decision trees. Pattern Recognit. Lett. Bhekisipho Twala, M. C. Jones, David J. Hand
2008	J	`jnl`	Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation. J. Classif. Adrien Jamain, David J. Hand
2008	J	`jnl`	Off-the-peg and bespoke classifiers for fraud detection. Comput. Stat. Data Anal. Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David John Weston
2008	A	`conf`	Online optimization for variable selection in data streams. ECAI Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams
2008	J	`jnl`	Performance criteria for plastic card fraud detection tools. J. Oper. Res. Soc. David J. Hand, Christopher Whitrow, Niall M. Adams, Piotr Juszczak, David John Weston
2008	J	`jnl`	Plastic card fraud detection using peer group analysis. Adv. Data Anal. Classif. David John Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak
2008	—	`conf`	Simulation Studies of Multi-armed Bandits with Covariates. UKSim Nicos G. Pavlidis, Dimitris K. Tasoulis, David J. Hand
2008	—	`conf`	Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. UKSim Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2008	J	`jnl`	Top 10 algorithms in data mining. Knowl. Inf. Syst. Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael S. Steinbach, David J. Hand, Dan Steinberg
2007	—	`conf`	A Review of Anomaly Detection on Graphs. NATO ASI Mining Massive Data Sets for Security Kiriaki Platanioti, Nicholas A. Heard, David J. Hand
2007	J	`jnl`	A recursive partitioning tool for interval prediction. Adv. Data Anal. Classif. Wojtek J. Krzanowski, David J. Hand
2007	J	`jnl`	Handling selection bias when choosing actions in retail credit applications. Eur. J. Oper. Res. I-Ding Wu, David J. Hand
2007	—	`conf`	Note on parallel universes. Parallel Universes and Local Patterns Niall M. Adams, David J. Hand
2007	J	`jnl`	On optimal intervention for customer lifetime value. Eur. J. Oper. Res. Martin Crowder, David J. Hand, Wojtek J. Krzanowski
2007	J	`jnl`	Optimal predictive partitioning. Stat. Comput. David J. Hand, Wojtek J. Krzanowski, Martin Crowder
2007	—	`conf`	Should Delayed Measurements Always be Incorporated in Filtering? DSP Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2007	—	`conf`	Statistical Techniques for Fraud Detection, Prevention and Assessment. NATO ASI Mining Massive Data Sets for Security David J. Hand, David John Weston
2006	J	`jnl`	Detecting groups of anomalously similar objects in large data sets. Intell. Data Anal. Zhicheng Zhang, David J. Hand
2006	B	`conf`	Protection or Privacy? Data Mining and Personal Data. PAKDD David J. Hand
2006	—	`conf`	Unsupervised Clustering In Streaming Data. ICDM Workshops Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
2005	J	`jnl`	A survey of the issues in consumer credit modelling research. J. Oper. Res. Soc. Lyn C. Thomas, R. W. Oliver, David J. Hand
2005	B	`conf`	Detecting Groups of Anomalously Similar Objects in Large Data Sets. IDA Zhicheng Zhang, David J. Hand
2005	J	`jnl`	Good practice in retail credit scorecard assessment. J. Oper. Res. Soc. David J. Hand
2005	—	`conf`	Modern data analysis tools in personal financial services: a quantitative revolution. DMAS David J. Hand
2005	J	`jnl`	Optimal bipartite scorecards. Expert Syst. Appl. David J. Hand, So Young Sohn, Yoonseong Kim
2005	J	`jnl`	Optimising k. Comput. Stat. Data Anal. David J. Hand, Wojtek J. Krzanowski
2005	J	`jnl`	The Naive Bayes Mystery: A classification detective story. Pattern Recognit. Lett. Adrien Jamain, David J. Hand
2004	—	`conf`	A Classifier Combination Tree Algorithm. SSPR/SPR Ross A. McDonald, Idris A. Eckley, David J. Hand
2004	J	`jnl`	A Multiclass Extension To The Brownboost Algorithm. Int. J. Pattern Recognit. Artif. Intell. Ross A. McDonald, David J. Hand, Idris A. Eckley
2004	—	`conf`	Pattern Discovery Tools for Detecting Cheating in Student Coursework. Local Pattern Detection David J. Hand, Niall M. Adams, Nick A. Heard
2004	J	`jnl`	Significance tests for unsupervised pattern discovery in large continuous multivariate data sets. Comput. Stat. Data Anal. Richard J. Bolton, David J. Hand, Martin Crowder
2004	—	`conf`	Strength in Diversity: The Advance of Data Analysis. ECML David J. Hand
2004	—	`conf`	Strength in Diversity: The Advance of Data Analysis. PKDD David J. Hand
2003	—	`conf`	An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise. Multiple Classifier Systems Ross A. McDonald, David J. Hand, Idris A. Eckley
2003	J	`jnl`	Book Review: Data Mining and Knowledge Discovery with Evolutionary Programs. Genet. Program. Evolvable Mach. David J. Hand
2003	J	`jnl`	Choosing k for two-class nearest neighbour classifiers with unbalanced classes. Pattern Recognit. Lett. David J. Hand, Veronica Vinciotti
2003	J	`jnl`	Guest Editorial. Data Min. Knowl. Discov. David J. Hand, Daniel A. Keim, Raymond T. Ng
2003	J	`jnl`	Guest Editorial. Data Min. Knowl. Discov. David J. Hand, Daniel A. Keim, Raymond T. Ng
2003	—	`book`	Intelligent Data Analysis, An Introduction, 2nd editon Michael R. Berthold, David J. Hand
2003	J	`jnl`	Projection techniques for nonlinear principal component analysis. Stat. Comput. Richard J. Bolton, David J. Hand, Andrew R. Webb
2002	—	`conf`	Determining Hit Rate in Pattern Search. Pattern Detection and Discovery Richard J. Bolton, David J. Hand, Niall M. Adams
2002	J	`jnl`	Direct versus indirect credit scoring classifications. J. Oper. Res. Soc. H. G. Li, David J. Hand
2002	J	`jnl`	It's been great - and the future looks even better. Stat. Comput. David J. Hand
2002	—	`ed.`	Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings Pattern Detection and Discovery David J. Hand, Niall M. Adams, Richard J. Bolton
2002	—	`conf`	Pattern Detection and Discovery. Pattern Detection and Discovery David J. Hand
2001	J	`jnl`	A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems. Mach. Learn. David J. Hand, Robert J. Till
2001	B	`ed.`	Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings IDA Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães
2001	B	`conf`	Data Mining with Products of Trees. IDA José Tomé A. S. Ferreira, David G. T. Denison, David J. Hand
2001	B	`conf`	Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. IDA Dave Yearling, David J. Hand
2001	J	`jnl`	Lookahead scorecards for new fixed term credit products. J. Oper. Res. Soc. David J. Hand, Mark G. Kelly
2001	J	`jnl`	Mining for classes and patterns in behavioural data. J. Oper. Res. Soc. Niall M. Adams, David J. Hand, Robert J. Till
2001	—	`conf`	Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems David J. Hand, Niall M. Adams, Mark G. Kelly
2001	—	`book`	Principles of Data Mining David J. Hand, Heikki Mannila, Padhraic Smyth
2001	A*	`conf`	Significance Tests for Patterns in Continuous Data. ICDM Richard J. Bolton, David J. Hand
2001	B	`conf`	The IDA'01 Robot Data Challenge. IDA Paul R. Cohen, Niall M. Adams, David J. Hand
2000	J	`jnl`	Adjusted estimation for the combination of classifiers. Intell. Data Anal. Bart J. A. Mertens, David J. Hand
2000	J	`jnl`	Advances in intelligent data analysis. Intell. Data Anal. David J. Hand, Douglas H. Fisher, Michael R. Berthold
2000	J	`jnl`	An improved measure for comparing diagnostic tests. Comput. Biol. Medicine Niall M. Adams, David J. Hand
2000	J	`jnl`	Improving the Practice of Classifier Performance Assessment. Neural Comput. Niall M. Adams, David J. Hand
1999	B	`conf`	Adjusted Estimation for the Combination of Classifiers. IDA Bart J. A. Mertens, David J. Hand
1999	B	`ed.`	Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings IDA David J. Hand, Joost N. Kok, Michael R. Berthold
1999	J	`jnl`	Comparing classifiers when the misallocation costs are uncertain. Pattern Recognit. Niall M. Adams, David J. Hand
1999	J	`jnl`	Editorial. Stat. Comput. David J. Hand
1999	J	`jnl`	Statistics and Data Mining: Intersecting Disciplines. SIGKDD Explor. David J. Hand
1999	B	`conf`	Supervised Classification Problems: How to Be Both Judge and Jury. IDA Mark G. Kelly, David J. Hand, Niall M. Adams
1999	A*	`conf`	The Impact of Changing Populations on Classifier Performance. KDD Mark G. Kelly, David J. Hand, Niall M. Adams
1998	—	`conf`	A Simulation Study of Indirect Prognostic Classification. COMPSTAT Niall M. Adams, David J. Hand, H. G. Li
1998	A*	`conf`	Defining the Goals to Optimise Data Mining Performance. KDD Mark G. Kelly, David J. Hand, Niall M. Adams
1998	J	`jnl`	Discriminant analysis when the classes arise from a continuum. Pattern Recognit. David J. Hand, Jonathan J. Oliver, A. Daniel Lunn
1998	J	`jnl`	Intelligent Data Analysis: Issues and Opportunities. Intell. Data Anal. David J. Hand
1998	J	`jnl`	Review of The Art of Causal Conjecture. AI Mag. David J. Hand
1997	A	`conf`	Asessing and Improving Classification Rules. AISTATS David J. Hand, Keming Yu, Niall M. Adams
1997	B	`conf`	Intelligent Data Analysis: Issues and Opportunities. IDA David J. Hand
1996	J	`jnl`	Editorial. Stat. Comput. David J. Hand
1995	A*	`conf`	On Pruning and Averaging Decision Trees. ICML Jonathan J. Oliver, David J. Hand
1994	—	`conf`	Averaging Over Decision Stumps. ECML Jonathan J. Oliver, David J. Hand
1993	—	`ch.`	16 Statistical applications of artificial intelligence. Computational Statistics William A. Gale, David J. Hand, Anthony E. Kelly
1990	J	`jnl`	Introduction. Ann. Math. Artif. Intell. David J. Hand
1990	J	`jnl`	Practical experience in developing statistical knowledge enhancement systems. Ann. Math. Artif. Intell. David J. Hand
1990	J	`jnl`	The multi-class metric problem in nearest neighbour discrimination rules. Pattern Recognit. J. P. Myles, David J. Hand
1987	J	`jnl`	A comparison of two average conditional error rate estimators. Pattern Recognit. Lett. Garrett M. Fitzmaurice, David J. Hand
1986	J	`jnl`	An optimal error rate estimator based on average conditional error rate: Asymptotic results. Pattern Recognit. Lett. David J. Hand
1986	J	`jnl`	Recent advances in error rate estimation. Pattern Recognit. Lett. David J. Hand
1984	J	`jnl`	Expert Systems in Statistics. Knowl. Eng. Rev. David J. Hand
1983	J	`jnl`	Interactive User-Friendly Interfaces to Statistical Packages. Comput. J. A. M. R. Smith, L. S. Lee, David J. Hand
1978	J	`jnl`	Experiments on the edited condensed nearest neighbor rule. Inf. Sci. David J. Hand, Bruce G. Batchelor