-
1
-
-
7444228338
-
The CRISP-DM model: The new blueprint for data mining
-
C. Shearer, "The CRISP-DM model: The new blueprint for data mining," Journal of Data Warehousing, vol. 5, no. 4, pp. 13-22, 2000.
-
(2000)
Journal of Data Warehousing
, vol.5
, Issue.4
, pp. 13-22
-
-
Shearer, C.1
-
4
-
-
65449163899
-
Discrimination-aware data mining
-
Y. Li, B. Liu, and S. Sarawagi, Eds. ACM
-
D. Pedreschi, S. Ruggieri, and F. Turini, "Discrimination-aware data mining," in Proc. KDD'08, Y. Li, B. Liu, and S. Sarawagi, Eds. ACM, 2008, pp. 560-568.
-
(2008)
Proc. KDD'08
, pp. 560-568
-
-
Pedreschi, D.1
Ruggieri, S.2
Turini, F.3
-
5
-
-
79961133426
-
Rule protection for indirect discrimination prevention in data mining
-
LNCS 6820. Springer
-
S. Hajian, J. Domingo-Ferrer, and A. Martínez-Ballesté, "Rule protection for indirect discrimination prevention in data mining," in Proc. MDAI, LNCS 6820. Springer, 2011, pp. 211-222.
-
(2011)
Proc. MDAI
, pp. 211-222
-
-
Hajian, S.1
Domingo-Ferrer, J.2
Martínez-Ballesté, A.3
-
6
-
-
79951740264
-
Discrimination aware decision tree learning
-
F. Kamiran, T. Calders, and M. Pechenizkiy, "Discrimination aware decision tree learning," in Proc. ICDM'10, 2010, pp. 869-874.
-
(2010)
Proc. ICDM'10
, pp. 869-874
-
-
Kamiran, F.1
Calders, T.2
Pechenizkiy, M.3
-
7
-
-
72749094725
-
Measuring discrimination in socially-sensitive decision records
-
D. Pedreschi, S. Ruggieri, and F. Turini, "Measuring discrimination in socially-sensitive decision records," in Proc. SDM, 2009, pp. 581-592.
-
(2009)
Proc. SDM
, pp. 581-592
-
-
Pedreschi, D.1
Ruggieri, S.2
Turini, F.3
-
8
-
-
77953188096
-
Data mining for discrimination discovery
-
S. Ruggieri, D. Pedreschi, and F. Turini, "Data mining for discrimination discovery," TKDD: ACM Transactions on Knowledge Discovery, vol. 4, no. 2, 2010.
-
(2010)
TKDD: ACM Transactions on Knowledge Discovery
, vol.4
, Issue.2
-
-
Ruggieri, S.1
Pedreschi, D.2
Turini, F.3
-
9
-
-
77958063401
-
Three naive Bayes approaches for discrimination-free classification
-
T. Calders and S. Verwer, "Three naive Bayes approaches for discrimination-free classification," Data Min. Knowl. Discov., vol. 21, no. 2, pp. 277-292, 2010.
-
(2010)
Data Min. Knowl. Discov.
, vol.21
, Issue.2
, pp. 277-292
-
-
Calders, T.1
Verwer, S.2
-
11
-
-
84863576417
-
A study of top-k measures for discrimination discovery
-
New York, NY, USA: ACM
-
D. Pedreschi, S. Ruggieri, and F. Turini, "A study of top-k measures for discrimination discovery," in Proc. 27th SAC. New York, NY, USA: ACM, 2012, pp. 126-131.
-
(2012)
Proc. 27th SAC.
, pp. 126-131
-
-
Pedreschi, D.1
Ruggieri, S.2
Turini, F.3
-
12
-
-
77954735284
-
DCUBE: Discrimination discovery in databases
-
S. Ruggieri, D. Pedreschi, and F. Turini, "DCUBE: discrimination discovery in databases," in Proc. SIGMOD'10, 2010, pp. 1127-1130.
-
(2010)
Proc. SIGMOD'10
, pp. 1127-1130
-
-
Ruggieri, S.1
Pedreschi, D.2
Turini, F.3
-
13
-
-
70450177923
-
Integrating induction and deduction for finding evidence of discrimination
-
ACM
-
D. Pedreschi, S. Ruggieri, and F. Turini, "Integrating induction and deduction for finding evidence of discrimination," in Proc. ICAIL. ACM, 2009, pp. 157-166.
-
(2009)
Proc. ICAIL
, pp. 157-166
-
-
Pedreschi, D.1
Ruggieri, S.2
Turini, F.3
-
14
-
-
42649122624
-
A privacy-protecting business-analytics service for online transactions
-
B. Berendt, S. Preibusch, and M. Teltzrow, "A privacy-protecting business-analytics service for online transactions," International Journal of Electronic Commerce, vol. 12, pp. 115-150, 2008.
-
(2008)
International Journal of Electronic Commerce
, vol.12
, pp. 115-150
-
-
Berendt, B.1
Preibusch, S.2
Teltzrow, M.3
-
16
-
-
84873172541
-
-
Ph.D. dissertation, IMT Institute for Advanced Studies, Lucca, Italy
-
B. L. Thanh, "Generalized discrimination discovery on semistructured data supported by ontology," Ph.D. dissertation, IMT Institute for Advanced Studies, Lucca, Italy, 2011.
-
(2011)
Generalized Discrimination Discovery on Semistructured Data Supported by Ontology
-
-
Thanh, B.L.1
-
17
-
-
80052678955
-
K-NN as an implementation of situation testing for discrimination discovery and prevention
-
ACM
-
B. L. Thanh, S. Ruggieri, and F. Turini, "k-NN as an implementation of situation testing for discrimination discovery and prevention," in Proc. KDD, ACM, 2011, pp. 502-510.
-
(2011)
Proc. KDD
, pp. 502-510
-
-
Thanh, B.L.1
Ruggieri, S.2
Turini, F.3
-
18
-
-
84873202466
-
Visual data mining for higher-level patterns: Discrimination-aware data mining and beyond
-
B. Gao and B. Berendt, "Visual data mining for higher-level patterns: Discrimination-aware data mining and beyond," in Proc. 20th Benelearn, 2011, http://www.benelearn2011.org/.
-
(2011)
Proc. 20th Benelearn
-
-
Gao, B.1
Berendt, B.2
-
19
-
-
0013960064
-
A general equation and technique for the exact partitioning of chi-square contingency tables
-
J. Bresnahan and M. Shapiro, "A general equation and technique for the exact partitioning of chi-square contingency tables," Psychological Bulletin, vol. 66, pp. 252-262, 1966.
-
(1966)
Psychological Bulletin
, vol.66
, pp. 252-262
-
-
Bresnahan, J.1
Shapiro, M.2
-
21
-
-
45149121702
-
Evaluating the quality of use of visual data-mining tools
-
Academic Conferences Limited
-
D. Marghescu, M. Rajanen, and B. Back, "Evaluating the quality of use of visual data-mining tools," in Proc. 11th Europ. Conf. IT Evaluation, Academic Conferences Limited, 2004, pp. 239-250.
-
(2004)
Proc. 11th Europ. Conf. IT Evaluation
, pp. 239-250
-
-
Marghescu, D.1
Rajanen, M.2
Back, B.3
-
22
-
-
84879603028
-
Data collection in a flat world: The strengths and weaknesses of mechanical turk samples
-
DOI 10.1002/bdm.1753
-
J. Goodman, C. Cryder, and A. Cheema, "Data Collection in a Flat World: The Strengths and Weaknesses of Mechanical Turk Samples," Journal of Behavioral Decision Making, 2012, DOI 10.1002/bdm.1753.
-
(2012)
Journal of Behavioral Decision Making
-
-
Goodman, J.1
Cryder, C.2
Cheema, A.3
-
23
-
-
84875647836
-
Increasing cheat robustness of crowd-sourcing tasks
-
DOI: 10.1007/s10791-011-9181-9
-
C. Eickhoff and A. P. de Vries, "Increasing cheat robustness of crowd-sourcing tasks," Information Retrieval, 2012, DOI: 10.1007/s10791-011-9181-9.
-
(2012)
Information Retrieval
-
-
Eickhoff, C.1
De Vries, A.P.2
-
24
-
-
84873103879
-
UCI repository of machine learning databases
-
D. J. Newman, S. Hettich, C. L. Blake, and C. J. Merz, "UCI repository of Machine Learning databases," 1998, GCD at http://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29.
-
(1998)
GCD
-
-
Newman, D.J.1
Hettich, S.2
Blake, C.L.3
Merz, C.J.4
-
25
-
-
14544269130
-
IBM computer usability satisfaction questionnaires: Psychometric evaluation and instructions for use
-
[2012-07-31]
-
J. R. Lewis, "IBM computer usability satisfaction questionnaires: Psychometric evaluation and instructions for use," International Journal of Human-Computer Interaction, vol. 7, no. 1, pp. 57-78, 1995, see http://hcibib.org/perlman/question.cgi [2012-07-31].
-
(1995)
International Journal of Human-Computer Interaction
, vol.7
, Issue.1
, pp. 57-78
-
-
Lewis, J.R.1
-
26
-
-
0347667490
-
Measurement. III.A. Cronbach's alpha on two-item scales
-
C. Hulin, "Measurement. III.A. Cronbach's alpha on two-item scales," Journal of Consumer Psychology, vol. 10, no. 1&2, pp. 55-69, 2001.
-
(2001)
Journal of Consumer Psychology
, vol.10
, Issue.1-2
, pp. 55-69
-
-
Hulin, C.1
|