default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDDavid J. Hand
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j80]Peter Christen
, David J. Hand, Nishadi Kirielle:
A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives. ACM Comput. Surv. 56(3): 73:1-73:24 (2024)- [i6]David J. Hand, Peter Christen, Sumayya Ziyad:
Selecting a classification performance measure: matching the measure to the problem. CoRR abs/2409.12391 (2024) - 2023
- [j79]David J. Hand, Christoforos Anagnostopoulos:
Notes on the H-measure of classifier performance. Adv. Data Anal. Classif. 17(1): 109-124 (2023) - 2021
- [j78]David J. Hand, Peter Christen, Nishadi Kirielle:
F*: an interpretable transformation of the F-measure. Mach. Learn. 110(3): 451-456 (2021) - [i5]David J. Hand, Christoforos Anagnostopoulos:
Notes on the H-measure of classifier performance. CoRR abs/2106.11888 (2021) - 2020
- [j77]David J. Hand, Shakeel Khan:
Validating and Verifying AI Systems. Patterns 1(3): 100037 (2020) - [i4]David J. Hand, Peter Christen, Nishadi Kirielle:
F*: An Interpretable Transformation of the F-measure. CoRR abs/2008.00103 (2020)
2010 – 2019
- 2018
- [j76]David J. Hand:
Aspects of Data Ethics in a Changing World: Where Are We Now? Big Data 6(3): 176-190 (2018) - [j75]David J. Hand, Peter Christen:
A note on using the F-measure for evaluating record linkage algorithms. Stat. Comput. 28(3): 539-547 (2018) - [c40]David J. Hand:
Data Science for Financial Applications. KDD 2018: 1 - 2015
- [j74]David J. Hand:
Statistics and computing: the genesis of data science. Stat. Comput. 25(4): 705-711 (2015) - 2014
- [j73]David J. Hand, Niall M. Adams:
Selection bias in credit scorecard evaluation. J. Oper. Res. Soc. 65(3): 408-415 (2014) - [j72]David J. Hand, Christoforos Anagnostopoulos:
A better Beta for the H measure of classification performance. Pattern Recognit. Lett. 40: 41-46 (2014) - 2013
- [j71]David J. Hand, Christoforos Anagnostopoulos:
When is the area under the receiver operating characteristic curve an appropriate measure of classifier performance? Pattern Recognit. Lett. 34(5): 492-495 (2013) - [j70]Marc Y. R. Henrion, David J. Hand, Axel Gandy, Daniel J. Mortlock:
CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Stat. Anal. Data Min. 6(1): 53-72 (2013) - [c39]David J. Hand:
Data, Not Dogma: Big Data, Open Data, and the Opportunities Ahead. IDA 2013: 1-12 - 2012
- [j69]James Bentham, David J. Hand:
Data mining from a patient safety database: the lessons learned. Data Min. Knowl. Discov. 24(1): 195-217 (2012) - [j68]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Adaptive consumer credit classification. J. Oper. Res. Soc. 63(12): 1645-1654 (2012) - [j67]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand:
Exponentially weighted moving average charts for detecting concept drift. Pattern Recognit. Lett. 33(2): 191-198 (2012) - [j66]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand:
Erratum to "Exponentially weighted moving average charts for detecting concept drift" [Pattern Recognition Lett. 33(2) (2012) 191-198]. Pattern Recognit. Lett. 33(16): 2261 (2012) - [j65]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. Stat. Anal. Data Min. 5(2): 139-166 (2012) - [p2]David J. Hand:
Voyages of Discovery. Journeys to Data Mining 2012: 77-91 - [i3]David J. Hand, Christoforos Anagnostopoulos:
A better Beta for the H measure of classification performance. CoRR abs/1202.2564 (2012) - [i2]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand:
Exponentially Weighted Moving Average Charts for Detecting Concept Drift. CoRR abs/1212.6018 (2012) - 2011
- [j64]Adam R. Brentnall, Martin Crowder, David J. Hand:
Approximate repeated-measures shrinkage. Comput. Stat. Data Anal. 55(2): 1150-1159 (2011) - [j63]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
lambda-Perceptron: An adaptive classifier for data streams. Pattern Recognit. 44(1): 78-96 (2011) - [r1]David J. Hand:
Statistics: An Overview. International Encyclopedia of Statistical Science 2011: 1504-1509 - 2010
- [j62]Nicos G. Pavlidis, Niall M. Adams, David Nicholson, David J. Hand:
Prospects for Bandit Solutions in Sensor Management. Comput. J. 53(9): 1370-1383 (2010) - [j61]Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand:
Streaming Covariance Selection with Applications to Adaptive Querying in Sensor Networks. Comput. J. 53(9): 1401-1414 (2010) - [j60]Sanjay Chawla, David J. Hand, Vasant Dhar:
Outlier detection special issue. Data Min. Knowl. Discov. 20(2): 189-190 (2010) - [j59]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Selective fusion of out-of-sequence measurements. Inf. Fusion 11(2): 183-191 (2010) - [j58]Adam R. Brentnall, Martin Crowder, David J. Hand:
Likelihood-ratio changepoint features for consumer-behaviour models. J. Oper. Res. Soc. 61(3): 462-472 (2010) - [j57]David J. Hand, F. Zhou:
Evaluating models for classifying customers in retail banking collections. J. Oper. Res. Soc. 61(10): 1540-1547 (2010) - [j56]David J. Hand:
L'incohérence de l'aire sous la courbe ROC, que faire à ce propos ? Monde des Util. Anal. Données 42: 74-80 (2010) - [j55]David J. Hand:
Fraud Detection in Telecommunications and Banking: Discussion of Becker, Volinsky, and Wilks (2010) and Sudjianto et al. (2010). Technometrics 52(1): 34-38 (2010) - [c38]David J. Hand:
The Laws of Coincidence. COMPSTAT 2010: 33-43 - [c37]Niall M. Adams, Dimitris K. Tasoulis, Christoforos Anagnostopoulos, David J. Hand:
Temporally-Adaptive Linear Classification for Handling Population Drift in Credit Scoring. COMPSTAT 2010: 167-176 - [c36]David John Weston, Niall M. Adams, Yoonseong Kim, David J. Hand:
Fault Mining Using Peer Group Analysis. GfKl 2010: 453-461
2000 – 2009
- 2009
- [j54]Adrien Jamain, David J. Hand:
Where are the large and difficult datasets? Adv. Data Anal. Classif. 3(1): 25-38 (2009) - [j53]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Temporally adaptive estimation of logistic classifiers on data streams. Adv. Data Anal. Classif. 3(3): 243-261 (2009) - [j52]Wojtek J. Krzanowski, David J. Hand:
A simple method for screening variables before clustering microarray data. Comput. Stat. Data Anal. 53(7): 2747-2753 (2009) - [j51]Christopher Whitrow, David J. Hand, Piotr Juszczak, David John Weston, Niall M. Adams:
Transaction aggregation as a strategy for credit card fraud detection. Data Min. Knowl. Discov. 18(1): 30-55 (2009) - [j50]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. 18(3): 337-369 (2009) - [j49]David J. Hand:
Measuring classifier performance: a coherent alternative to the area under the ROC curve. Mach. Learn. 77(1): 103-123 (2009) - [c35]James Bentham, David J. Hand:
Detecting New Kinds of Patient Safety Incidents. Discovery Science 2009: 51-65 - [c34]David J. Hand:
Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools. KDD 2009: 1-2 - 2008
- [j48]David John Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak:
Plastic card fraud detection using peer group analysis. Adv. Data Anal. Classif. 2(1): 45-62 (2008) - [j47]Adrien Jamain, David J. Hand:
Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation. J. Classif. 25(1): 87-112 (2008) - [j46]Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David John Weston:
Off-the-peg and bespoke classifiers for fraud detection. Comput. Stat. Data Anal. 52(9): 4521-4532 (2008) - [j45]David J. Hand, Christopher Whitrow, Niall M. Adams, Piotr Juszczak, David John Weston:
Performance criteria for plastic card fraud detection tools. J. Oper. Res. Soc. 59(7): 956-962 (2008) - [j44]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:
Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008) - [j43]Bhekisipho Twala, M. C. Jones, David J. Hand:
Good methods for coping with missing data in decision trees. Pattern Recognit. Lett. 29(7): 950-956 (2008) - [c33]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams:
Online optimization for variable selection in data streams. ECAI 2008: 132-136 - [c32]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Dynamic Multi-Armed Bandit with Covariates. ECAI 2008: 777-778 - [c31]Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand:
Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. SAC 2008: 961-965 - [c30]Nicos G. Pavlidis, Dimitris K. Tasoulis, David J. Hand:
Simulation Studies of Multi-armed Bandits with Covariates. UKSim 2008: 493-498 - [c29]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. UKSim 2008: 661-666 - 2007
- [j42]Wojtek J. Krzanowski, David J. Hand:
A recursive partitioning tool for interval prediction. Adv. Data Anal. Classif. 1(3): 241-254 (2007) - [j41]Martin Crowder, David J. Hand, Wojtek J. Krzanowski:
On optimal intervention for customer lifetime value. Eur. J. Oper. Res. 183(3): 1550-1559 (2007) - [j40]I-Ding Wu, David J. Hand:
Handling selection bias when choosing actions in retail credit applications. Eur. J. Oper. Res. 183(3): 1560-1568 (2007) - [j39]David J. Hand, Wojtek J. Krzanowski, Martin Crowder:
Optimal predictive partitioning. Stat. Comput. 17(1): 11-21 (2007) - [c28]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Should Delayed Measurements Always be Incorporated in Filtering? DSP 2007: 264-267 - [c27]Kiriaki Platanioti, Nicholas A. Heard, David J. Hand:
A Review of Anomaly Detection on Graphs. NATO ASI Mining Massive Data Sets for Security 2007: 212-213 - [c26]David J. Hand, David John Weston:
Statistical Techniques for Fraud Detection, Prevention and Assessment. NATO ASI Mining Massive Data Sets for Security 2007: 257-270 - [i1]Niall M. Adams, David J. Hand:
Note on parallel universes. Parallel Universes and Local Patterns 2007 - 2006
- [j38]Zhicheng Zhang, David J. Hand:
Detecting groups of anomalously similar objects in large data sets. Intell. Data Anal. 10(5): 473-483 (2006) - [c25]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Unsupervised Clustering In Streaming Data. ICDM Workshops 2006: 638-642 - [c24]David J. Hand:
Protection or Privacy? Data Mining and Personal Data. PAKDD 2006: 1-10 - 2005
- [j37]David J. Hand, Wojtek J. Krzanowski:
Optimising k. Comput. Stat. Data Anal. 49(4): 969-973 (2005) - [j36]David J. Hand, So Young Sohn, Yoonseong Kim:
Optimal bipartite scorecards. Expert Syst. Appl. 29(3): 684-690 (2005) - [j35]Lyn C. Thomas, R. W. Oliver, David J. Hand:
A survey of the issues in consumer credit modelling research. J. Oper. Res. Soc. 56(9): 1006-1015 (2005) - [j34]David J. Hand:
Good practice in retail credit scorecard assessment. J. Oper. Res. Soc. 56(9): 1109-1117 (2005) - [j33]Adrien Jamain, David J. Hand:
The Naive Bayes Mystery: A classification detective story. Pattern Recognit. Lett. 26(11): 1752-1760 (2005) - [c23]David J. Hand:
Modern data analysis tools in personal financial services: a quantitative revolution. DMAS 2005: 1-8 - [c22]Zhicheng Zhang, David J. Hand:
Detecting Groups of Anomalously Similar Objects in Large Data Sets. IDA 2005: 509-519 - 2004
- [j32]Richard J. Bolton, David J. Hand, Martin Crowder:
Significance tests for unsupervised pattern discovery in large continuous multivariate data sets. Comput. Stat. Data Anal. 46(1): 57-79 (2004) - [j31]Ross A. McDonald, David J. Hand, Idris A. Eckley:
A Multiclass Extension To The Brownboost Algorithm. Int. J. Pattern Recognit. Artif. Intell. 18(5): 905-931 (2004) - [c21]David J. Hand, Niall M. Adams, Nick A. Heard:
Pattern Discovery Tools for Detecting Cheating in Student Coursework. Local Pattern Detection 2004: 39-52 - [c20]David J. Hand:
Strength in Diversity: The Advance of Data Analysis. ECML 2004: 18-26 - [c19]David J. Hand:
Strength in Diversity: The Advance of Data Analysis. PKDD 2004: 18-26 - [c18]Ross A. McDonald, Idris A. Eckley, David J. Hand:
A Classifier Combination Tree Algorithm. SSPR/SPR 2004: 609-617 - 2003
- [j30]David J. Hand, Daniel A. Keim, Raymond T. Ng:
Guest Editorial. Data Min. Knowl. Discov. 7(3): 239-240 (2003) - [j29]David J. Hand, Daniel A. Keim, Raymond T. Ng:
Guest Editorial. Data Min. Knowl. Discov. 7(4): 347-348 (2003) - [j28]David J. Hand:
Book Review: Data Mining and Knowledge Discovery with Evolutionary Programs. Genet. Program. Evolvable Mach. 4(3): 287-289 (2003) - [j27]David J. Hand, Veronica Vinciotti:
Choosing k for two-class nearest neighbour classifiers with unbalanced classes. Pattern Recognit. Lett. 24(9-10): 1555-1562 (2003) - [j26]Richard J. Bolton, David J. Hand, Andrew R. Webb:
Projection techniques for nonlinear principal component analysis. Stat. Comput. 13(3): 267-276 (2003) - [c17]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: 35-44 - [e4]Michael R. Berthold, David J. Hand:
Intelligent Data Analysis, An Introduction, 2nd editon. Springer 2003, ISBN 3-540-43060-1 - 2002
- [j25]H. G. Li, David J. Hand:
Direct versus indirect credit scoring classifications. J. Oper. Res. Soc. 53(6): 647-654 (2002) - [j24]David J. Hand:
It's been great - and the future looks even better. Stat. Comput. 12(1): 5 (2002) - [c16]David J. Hand:
Pattern Detection and Discovery. Pattern Detection and Discovery 2002: 1-12 - [c15]Richard J. Bolton, David J. Hand, Niall M. Adams:
Determining Hit Rate in Pattern Search. Pattern Detection and Discovery 2002: 36-48 - [e3]David J. Hand, Niall M. Adams, Richard J. Bolton:
Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings. Lecture Notes in Computer Science 2447, Springer 2002, ISBN 3-540-44148-4 [contents] - 2001
- [b1]David J. Hand, Heikki Mannila, Padhraic Smyth:
Principles of Data Mining. MIT Press 2001, ISBN 9780262082907 - [j23]David J. Hand, Mark G. Kelly:
Lookahead scorecards for new fixed term credit products. J. Oper. Res. Soc. 52(9): 989-996 (2001) - [j22]Niall M. Adams, David J. Hand, Robert J. Till:
Mining for classes and patterns in behavioural data. J. Oper. Res. Soc. 52(9): 1017-1024 (2001) - [j21]David J. Hand, Robert J. Till:
A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems. Mach. Learn. 45(2): 171-186 (2001) - [c14]Richard J. Bolton, David J. Hand:
Significance Tests for Patterns in Continuous Data. ICDM 2001: 67-74 - [c13]José Tomé A. S. Ferreira, David G. T. Denison, David J. Hand:
Data Mining with Products of Trees. IDA 2001: 167-176 - [c12]Dave Yearling, David J. Hand:
Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. IDA 2001: 340-349 - [c11]Paul R. Cohen, Niall M. Adams, David J. Hand:
The IDA'01 Robot Data Challenge. IDA 2001: 378-382 - [c10]David J. Hand, Niall M. Adams, Mark G. Kelly:
Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems 2001: 136-147 - [e2]Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães:
Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings. Lecture Notes in Computer Science 2189, Springer 2001, ISBN 3-540-42581-0 [contents] - 2000
- [j20]Niall M. Adams, David J. Hand:
An improved measure for comparing diagnostic tests. Comput. Biol. Medicine 30(2): 89-96 (2000) - [j19]David J. Hand, Douglas H. Fisher, Michael R. Berthold:
Advances in intelligent data analysis. Intell. Data Anal. 4(2): 93-95 (2000) - [j18]Bart J. A. Mertens, David J. Hand:
Adjusted estimation for the combination of classifiers. Intell. Data Anal. 4(2): 165-179 (2000) - [j17]Niall M. Adams, David J. Hand:
Improving the Practice of Classifier Performance Assessment. Neural Comput. 12(2): 305-311 (2000)
1990 – 1999
- 1999
- [j16]Niall M. Adams, David J. Hand:
Comparing classifiers when the misallocation costs are uncertain. Pattern Recognit. 32(7): 1139-1147 (1999) - [j15]David J. Hand:
Editorial. Stat. Comput. 9(3): 167 (1999) - [j14]David J. Hand:
Statistics and Data Mining: Intersecting Disciplines. SIGKDD Explor. 1(1): 16-19 (1999) - [c9]Mark G. Kelly, David J. Hand, Niall M. Adams:
Supervised Classification Problems: How to Be Both Judge and Jury. IDA 1999: 235-244 - [c8]Bart J. A. Mertens, David J. Hand:
Adjusted Estimation for the Combination of Classifiers. IDA 1999: 317-330 - [c7]Mark G. Kelly, David J. Hand, Niall M. Adams:
The Impact of Changing Populations on Classifier Performance. KDD 1999: 367-371 - [e1]David J. Hand, Joost N. Kok, Michael R. Berthold:
Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings. Lecture Notes in Computer Science 1642, Springer 1999, ISBN 3-540-66332-0 [contents] - 1998
- [j13]David J. Hand:
Review of The Art of Causal Conjecture. AI Mag. 19(1): 131-132 (1998) - [j12]David J. Hand:
Intelligent Data Analysis: Issues and Opportunities. Intell. Data Anal. 2(1-4): 67-79 (1998) - [j11]David J. Hand, Jonathan J. Oliver, A. Daniel Lunn:
Discriminant analysis when the classes arise from a continuum. Pattern Recognit. 31(5): 641-650 (1998) - [c6]Niall M. Adams, David J. Hand, H. G. Li:
A Simulation Study of Indirect Prognostic Classification. COMPSTAT 1998: 149-154 - [c5]Mark G. Kelly, David J. Hand, Niall M. Adams:
Defining the Goals to Optimise Data Mining Performance. KDD 1998: 234-238 - 1997
- [c4]David J. Hand, Keming Yu, Niall M. Adams:
Asessing and Improving Classification Rules. AISTATS 1997: 243-254 - [c3]David J. Hand:
Intelligent Data Analysis: Issues and Opportunities. IDA 1997: 1-14 - 1996
- [j10]David J. Hand:
Editorial. Stat. Comput. 6(1): 1 (1996) - 1995
- [c2]Jonathan J. Oliver, David J. Hand:
On Pruning and Averaging Decision Trees. ICML 1995: 430-437 - 1994
- [c1]Jonathan J. Oliver, David J. Hand:
Averaging Over Decision Stumps. ECML 1994: 231-241 - 1993
- [p1]William A. Gale, David J. Hand, Anthony E. Kelly:
16 Statistical applications of artificial intelligence. Computational Statistics 1993: 535-576 - 1990
- [j9]David J. Hand:
Introduction. Ann. Math. Artif. Intell. 2: 1-3 (1990) - [j8]David J. Hand:
Practical experience in developing statistical knowledge enhancement systems. Ann. Math. Artif. Intell. 2: 197-208 (1990) - [j7]J. P. Myles, David J. Hand:
The multi-class metric problem in nearest neighbour discrimination rules. Pattern Recognit. 23(11): 1291-1297 (1990)
1980 – 1989
- 1987
- [j6]Garrett M. Fitzmaurice, David J. Hand:
A comparison of two average conditional error rate estimators. Pattern Recognit. Lett. 6(4): 221-224 (1987) - 1986
- [j5]David J. Hand:
Recent advances in error rate estimation. Pattern Recognit. Lett. 4(5): 335-346 (1986) - [j4]David J. Hand:
An optimal error rate estimator based on average conditional error rate: Asymptotic results. Pattern Recognit. Lett. 4(5): 347-350 (1986) - 1984
- [j3]David J. Hand:
Expert Systems in Statistics. Knowl. Eng. Rev. 1(3): 2-10 (1984) - 1983
- [j2]A. M. R. Smith, L. S. Lee, David J. Hand:
Interactive User-Friendly Interfaces to Statistical Packages. Comput. J. 26(3): 199-204 (1983)
1970 – 1979
- 1978
- [j1]David J. Hand, Bruce G. Batchelor:
Experiments on the edited condensed nearest neighbor rule. Inf. Sci. 14(3): 171-180 (1978)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-18 20:33 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
