-
4
-
-
0027621699
-
Mining association rules between sets of items in large databases
-
10.1145/170036.170072
-
Agrawal R, Imieliński T, Swami A (1993) Mining association rules between sets of items in large databases. ACM SIGMOD Rec 22(2):207-216
-
(1993)
ACM SIGMOD Rec
, vol.22
, Issue.2
, pp. 207-216
-
-
Agrawal, R.1
Imieliński, T.2
Swami, A.3
-
7
-
-
36948999941
-
-
School of Information and Computer Sciences, University of California, Irvine
-
Asuncion A, Newman D (2007) UCI machine learning repository. School of Information and Computer Sciences, University of California, Irvine. http://www.ics.uci.edu/mlearn/mlrepository.html
-
(2007)
UCI Machine Learning Repository
-
-
Asuncion, A.1
Newman, D.2
-
8
-
-
0012936539
-
Evaluation de la résistance au bruit de quelques mesures d'extraction de règles d'association
-
Azé J, Kodratoff Y (2002) Evaluation de la résistance au bruit de quelques mesures d'extraction de règles d'association. In: Actes des 2èmes Journées Extraction et Gestion des Connaissances, pp 143-154
-
(2002)
Actes des 2èmes Journées Extraction et Gestion des Connaissances
, pp. 143-154
-
-
Azé J, K.1
-
9
-
-
26444485631
-
Loevinger's measures of rule quality for assessing cluster stability
-
10.1016/j.csda.2004.10.012
-
Bertrand P, Bel Mufti G (2006) Loevinger's measures of rule quality for assessing cluster stability. Comput Stat Data Anal 50(4):992-1015
-
(2006)
Comput Stat Data Anal
, vol.50
, Issue.4
, pp. 992-1015
-
-
Bertrand, P.1
Bel Mufti, G.2
-
10
-
-
4944260909
-
Measuring the accuracy and interest of association rules: A new framework
-
1088.68690
-
Berzal F, Blanco I, Sánchez D, Vila MA (2002) Measuring the accuracy and interest of association rules: a new framework. Intell Data Anal 6(3):221-235
-
(2002)
Intell Data Anal
, vol.6
, Issue.3
, pp. 221-235
-
-
Berzal, F.1
Blanco, I.2
Sánchez, D.3
Vila, M.A.4
-
11
-
-
0011728961
-
The amount of information that y gives about x
-
10.1109/TIT.1968.1054094 0162.22701 252091
-
Blachman N (1968) The amount of information that y gives about x. IEEE Trans Inf Theory 14(1):27-31
-
(1968)
IEEE Trans Inf Theory
, vol.14
, Issue.1
, pp. 27-31
-
-
Blachman, N.1
-
12
-
-
84992065176
-
Implication intensity: From the basic statistical definition to the entropic version
-
H. Bozdogan (eds) Chapman & Hall/CRC Press Boca Raton
-
Blanchard J, Kuntz P, Guillet F, Gras R (2003) Implication intensity: from the basic statistical definition to the entropic version. In: Bozdogan H (ed) Statistical data mining and knowledge discovery. Chapman & Hall/CRC Press, Boca Raton, pp 475-493
-
(2003)
Statistical Data Mining and Knowledge Discovery
, pp. 475-493
-
-
Blanchard, J.1
Kuntz, P.2
Guillet, F.3
Gras, R.4
-
20
-
-
84973587732
-
A coefficient of agreement for nominal scales
-
10.1177/001316446002000104
-
Cohen J (1960) A coefficient of agreement for nominal scales. Educ Psychol Meas 20(1):37-46
-
(1960)
Educ Psychol Meas
, vol.20
, Issue.1
, pp. 37-46
-
-
Cohen, J.1
-
21
-
-
0000470255
-
Averaging correlations: Expected values and bias in combined Pearson r r s and Fisher's z z transformations
-
10.1080/00221309809595548
-
Corey D, Dunlap W, Burke M (1998) Averaging correlations: expected values and bias in combined Pearson r r s and Fisher's z z transformations. J Gen Psychol 125(3):245-261
-
(1998)
J Gen Psychol
, vol.125
, Issue.3
, pp. 245-261
-
-
Corey, D.1
Dunlap, W.2
Burke, M.3
-
23
-
-
44649154747
-
Model design in the prospector consultant system for mineral exploration
-
B. Webber N. Nilsson (eds) Tioga Palo Alto
-
Duda R, Gaschnig J, Hart P (1981) Model design in the prospector consultant system for mineral exploration. In: Webber B, Nilsson N (eds) Readings in artificial intelligence. Tioga, Palo Alto, pp 334-348
-
(1981)
Readings in Artificial Intelligence
, pp. 334-348
-
-
Duda, R.1
Gaschnig, J.2
Hart, P.3
-
24
-
-
0000506838
-
Test for rank correlation coefficients. i
-
Fieller E, Hartley H, Pearson E (1957) Test for rank correlation coefficients. I. Biometrika 44(3/4):470-481
-
(1957)
Biometrika
, vol.44
, Issue.3-4
, pp. 470-481
-
-
Fieller, E.1
Hartley, H.2
Pearson, E.3
-
25
-
-
14844361816
-
Roc n rule learning - Towards a better understanding of covering algorithms
-
10.1007/s10994-005-5011-x 1075.68071
-
Fürnkranz J, Flach P (2005) Roc n rule learning - towards a better understanding of covering algorithms. Mach Learn 58(1):39-77
-
(2005)
Mach Learn
, vol.58
, Issue.1
, pp. 39-77
-
-
Fürnkranz, J.1
Flach, P.2
-
27
-
-
0008412489
-
CHARADE: Apprentissage de bases de connaissances
-
Y. Kodratoff E. Diday (eds) Cépaduès-éditions Toulouse
-
Ganascia J (1991) CHARADE: Apprentissage de bases de connaissances. In: Kodratoff Y, Diday E (eds) Induction Symbolique-Numérique à Partir de Données. Cépaduès-éditions, Toulouse
-
(1991)
Induction Symbolique-Numérique À Partir de Données
-
-
Ganascia, J.1
-
28
-
-
33749319347
-
Interestingness measures for data mining: A survey
-
10.1145/1132960.1132963
-
Geng L, Hamilton H (2006) Interestingness measures for data mining: a survey. ACM Comput Surv 38(3):1-32
-
(2006)
ACM Comput Surv
, vol.38
, Issue.3
, pp. 1-32
-
-
Geng, L.1
Hamilton, H.2
-
29
-
-
34248978779
-
Measures of association for cross-classifications
-
0056.12801
-
Goodman L, Kruskal W (1954) Measures of association for cross-classifications. J Am Stat Soc 49(268):732-764
-
(1954)
J Am Stat Soc
, vol.49
, Issue.268
, pp. 732-764
-
-
Goodman, L.1
Kruskal, W.2
-
30
-
-
0002146420
-
L'implication statistique, une nouvelle méthode d'analyse de données
-
0843.62002 1209060
-
Gras R, Larher A (1992) L'implication statistique, une nouvelle méthode d'analyse de données. Mathématiques et Sciences Humaines 120:5-31
-
(1992)
Mathématiques et Sciences Humaines
, vol.120
, pp. 5-31
-
-
Gras, R.1
Larher, A.2
-
33
-
-
41549140071
-
New probabilistic interest measures for association rules
-
Hahsler M, Hornik K (2007) New probabilistic interest measures for association rules. Intell Data Anal 11(5):437-455
-
(2007)
Intell Data Anal
, vol.11
, Issue.5
, pp. 437-455
-
-
Hahsler, M.1
Hornik, K.2
-
37
-
-
33846426476
-
A graph-based clustering approach to evaluate interestingness measures: A tool and a comparative study
-
Guillet F, Hamilton H (eds) Springer, Heidelberg
-
Huynh XH, Guillet F, Blanchard J, Kuntz P, Briand H, Gras R (2007) A graph-based clustering approach to evaluate interestingness measures: a tool and a comparative study. In: Guillet F, Hamilton H (eds) Quality measures in data mining, vol 43. Studies in computational intelligence, Springer, Heidelberg, pp 25-50
-
(2007)
Quality Measures in Data Mining, Vol 43. Studies in Computational Intelligence
, pp. 25-50
-
-
Huynh, X.H.1
Guillet, F.2
Blanchard, J.3
Kuntz, P.4
Briand, H.5
Gras, R.6
-
38
-
-
0001368373
-
Etude comparative de la distribution florale dans une portion des alpes et des jura
-
Jaccard P (1901) Etude comparative de la distribution florale dans une portion des alpes et des jura. Bulletin de la Société Vaudoise des Sciences Naturelles 37:547-579
-
(1901)
Bulletin de la Société Vaudoise des Sciences Naturelles
, vol.37
, pp. 547-579
-
-
Jaccard, P.1
-
40
-
-
84893405732
-
Data clustering: A review
-
10.1145/331499.331504
-
Jain A, Murty M, Flynn P (1999) Data clustering: a review. ACM Comput Surv 31(3):264-323
-
(1999)
ACM Comput Surv
, vol.31
, Issue.3
, pp. 264-323
-
-
Jain, A.1
Murty, M.2
Flynn, P.3
-
43
-
-
0014129195
-
Hierarchical clustering schemes
-
10.1007/BF02289588
-
Johnson S (1967) Hierarchical clustering schemes. Psychometrika 2:241-254
-
(1967)
Psychometrika
, vol.2
, pp. 241-254
-
-
Johnson, S.1
-
45
-
-
80052411433
-
Association rule pruning based on interestingness measures with clustering
-
Kannan S, Bhaskaran R (2009) Association rule pruning based on interestingness measures with clustering. Int J Comput Sci Issues 6(1):35-45
-
(2009)
Int J Comput Sci Issues
, vol.6
, Issue.1
, pp. 35-45
-
-
Kannan, S.1
Bhaskaran, R.2
-
47
-
-
0002192370
-
Explora: A multipattern and multistrategy discovery assistant
-
U. Fayyad G. Piatetsky-Shapiro Smyth R. Uthurusamy (eds) AAAI Press Cambridge
-
Klösgen W (1996) Explora: a multipattern and multistrategy discovery assistant. In: Fayyad U, Piatetsky-Shapiro G, Smyth P, Uthurusamy R (eds) Advances in knowledge discovery and data mining. AAAI Press, Cambridge, pp 249-271
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 249-271
-
-
Klösgen, W.1
-
48
-
-
84867768057
-
Comparing machine learning and knowledge discovery in databases: An application to knowledge discovery in texts
-
G. Paliouras V. Karkaletsis C.D. Spyropoulos (eds) Springer New York 10.1007/3-540-44673-7-1
-
Kodratoff Y (2001) Comparing machine learning and knowledge discovery in databases: an application to knowledge discovery in texts. In: Paliouras G, Karkaletsis V, Spyropoulos CD (eds) Machine learning and its applications. Springer, New York, pp 1-21
-
(2001)
Machine Learning and Its Applications
, pp. 1-21
-
-
Kodratoff, Y.1
-
51
-
-
33846419833
-
Association rule interestingness: Measure and statistical validation
-
Guillet F, Hamilton H (eds) Springer, Heidelberg
-
Lallich S, Teytaud O, Prudhomme E (2007) Association rule interestingness: measure and statistical validation. In: Guillet F, Hamilton H (eds) Quality measures in data mining, vol 43. Studies in computational intelligence. Springer, Heidelberg, pp 251-275
-
(2007)
Quality Measures in Data Mining, Vol 43. Studies in Computational Intelligence
, pp. 251-275
-
-
Lallich, S.1
Teytaud, O.2
Prudhomme, E.3
-
53
-
-
33644775714
-
Improving associative classification by incorporating novel interestingness measures
-
10.1016/j.eswa.2005.09.015
-
Lan Y, Janssens D, Chen G, Wets G (2006) Improving associative classification by incorporating novel interestingness measures. Expert Syst Appl 31(1):184-192
-
(2006)
Expert Syst Appl
, vol.31
, Issue.1
, pp. 184-192
-
-
Lan, Y.1
Janssens, D.2
Chen, G.3
Wets, G.4
-
55
-
-
84863036476
-
A metric for unsupervised metalearning
-
Lee J, Giraud-Carrier C (2011) A metric for unsupervised metalearning. Intell Data Anal 15(6):827-841
-
(2011)
Intell Data Anal
, vol.15
, Issue.6
, pp. 827-841
-
-
Lee, J.1
Giraud-Carrier, C.2
-
56
-
-
33846447487
-
Association rule interestingness measures: Experimental and theoretical studies
-
Lenca P, Vaillant B, Meyer P, Lallich S (2007) Association rule interestingness measures: experimental and theoretical studies. ReCALL 43:51-76
-
(2007)
ReCALL
, vol.43
, pp. 51-76
-
-
Lenca, P.1
Vaillant, B.2
Meyer, P.3
Lallich, S.4
-
57
-
-
34548515525
-
On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid
-
10.1016/j.ejor.2006.10.059 1168.90513
-
Lenca P, Meyer P, Vaillant B, Lallich S (2008) On selecting interestingness measures for association rules: user oriented description and multiple criteria decision aid. Eur J Oper Res 184(2):610-626
-
(2008)
Eur J Oper Res
, vol.184
, Issue.2
, pp. 610-626
-
-
Lenca, P.1
Meyer, P.2
Vaillant, B.3
Lallich, S.4
-
58
-
-
4544347687
-
Elaboration et evaluation d'un indice d' implication pour des données binaires 1
-
0493.62092
-
Lerman I, Gras R, Rostam H (1981a) Elaboration et evaluation d'un indice d' implication pour des données binaires 1. Mathématiques et Sciences Humaines 74:5-35
-
(1981)
Mathématiques et Sciences Humaines
, vol.74
, pp. 5-35
-
-
Lerman, I.1
Gras, R.2
Rostam, H.3
-
59
-
-
4544347687
-
Elaboration et evaluation d'un indice d' implication pour des données binaires 2
-
0493.62093
-
Lerman I, Gras R, Rostam H (1981b) Elaboration et evaluation d'un indice d' implication pour des données binaires 2. Mathématiques et Sciences Humaines 75:5-47
-
(1981)
Mathématiques et Sciences Humaines
, vol.75
, pp. 5-47
-
-
Lerman, I.1
Gras, R.2
Rostam, H.3
-
60
-
-
33644650161
-
On optimal rule discovery
-
10.1109/TKDE.2006.1599385
-
Li J (2006) On optimal rule discovery. IEEE Trans Knowl Data Eng 18(4):460-471
-
(2006)
IEEE Trans Knowl Data Eng
, vol.18
, Issue.4
, pp. 460-471
-
-
Li, J.1
-
62
-
-
0009867335
-
A systematic approach to the construction and evaluation of tests of ability
-
10.1037/h0093565
-
Loevinger J (1947) A systematic approach to the construction and evaluation of tests of ability. Psychol Monogr 61(4):1-49
-
(1947)
Psychol Monogr
, vol.61
, Issue.4
, pp. 1-49
-
-
Loevinger, J.1
-
64
-
-
28544452631
-
A survey of interestingness measures for knowledge discovery
-
10.1017/S0269888905000408
-
McGarry K (2005) A survey of interestingness measures for knowledge discovery. Knowl Eng Rev 20(1):39-61
-
(2005)
Knowl Eng Rev
, vol.20
, Issue.1
, pp. 39-61
-
-
McGarry, K.1
-
65
-
-
84868302138
-
Logical equivalences of distances between clusterings - A geometric perspective
-
10.1007/s10994-011-5267-2 1267.68187 2897528
-
Meilǎ M (2012) Logical equivalences of distances between clusterings - a geometric perspective. Mach Learn 86(3):369-389
-
(2012)
Mach Learn
, vol.86
, Issue.3
, pp. 369-389
-
-
Meilǎ, M.1
-
66
-
-
0012100878
-
Association and estimation in contingency tables
-
10.2307/2283825 230442
-
Mosteller F (1968) Association and estimation in contingency tables. J Am Stat Soc 63(321):1-28
-
(1968)
J Am Stat Soc
, vol.63
, Issue.321
, pp. 1-28
-
-
Mosteller, F.1
-
69
-
-
35048892175
-
Evaluation of rule interestingness measures with a clinical dataset on hepatitis
-
Ohsaki M, Kitaguchi S, Okamoto K, Yokoi H, Yamaguchi T (2004) Evaluation of rule interestingness measures with a clinical dataset on hepatitis. In: Proceedings of the 8th European conference on principles and practice of knowledge discovery in databases (LNAI 3203), pp 362-373
-
(2004)
Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 3203)
, pp. 362-373
-
-
Ohsaki, M.1
Kitaguchi, S.2
Okamoto, K.3
Yokoi, H.4
Yamaguchi, T.5
-
70
-
-
8744299419
-
The interestingness paradox in pattern discovery
-
10.1080/0266476042000270563 1121.62457 2100427
-
Padmanabhan B (2004) The interestingness paradox in pattern discovery. J Appl Stat 31(8):1019-1035
-
(2004)
J Appl Stat
, vol.31
, Issue.8
, pp. 1019-1035
-
-
Padmanabhan, B.1
-
72
-
-
0002877253
-
Discovery, analysis, and presentation of strong rules
-
G. Piatetsky-Shapiro W.J. Frawley (eds) AAAI Press Cambridge
-
Piatetsky-Shapiro G (1991) Discovery, analysis, and presentation of strong rules. In: Piatetsky-Shapiro G, Frawley WJ (eds) Knowledge discovery in databases. AAAI Press, Cambridge, pp 229-248
-
(1991)
Knowledge Discovery in Databases
, pp. 229-248
-
-
Piatetsky-Shapiro, G.1
-
73
-
-
34548316384
-
Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set
-
10.1016/j.csda.2007.02.020 05560180
-
Plasse M, Niang N, Saportaa G, Villeminot A, Leblond L (2007) Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set. Comput Stat Data Anal 52(1):596-613
-
(2007)
Comput Stat Data Anal
, vol.52
, Issue.1
, pp. 596-613
-
-
Plasse, M.1
Niang, N.2
Saportaa, G.3
Villeminot, A.4
Leblond, L.5
-
74
-
-
84863304598
-
-
R Development Core Team R Foundation for Statistical Computing Vienna
-
R Development Core Team (2007) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
-
(2007)
R: A Language and Environment for Statistical Computing
-
-
-
79
-
-
84864708657
-
Interestingness measures - On determining what is interesting
-
O. Maimon L. Rokach (eds) 2 Springer New York
-
Sahar S (2010) Interestingness measures - on determining what is interesting. In: Maimon O, Rokach L (eds) Data mining and knowledge discovery handbook, 2nd edn. Springer, New York, pp 603-612
-
(2010)
Data Mining and Knowledge Discovery Handbook
, pp. 603-612
-
-
Sahar, S.1
-
80
-
-
33751361654
-
Generation of rules with certainty and confidence factors from incomplete and incoherent learning bases
-
Sebag M, Schoenauer M (1988) Generation of rules with certainty and confidence factors from incomplete and incoherent learning bases. In: Proceedings of the European knowledge acquisition, workshop, pp 28.1-28.20
-
(1988)
Proceedings of the European Knowledge Acquisition, Workshop
, pp. 281-2820
-
-
Sebag, M.1
Schoenauer, M.2
-
81
-
-
0000650258
-
Averaging correlation coefficients: Should Fisher's z z transformation be used?
-
10.1037/0021-9010.72.1.146
-
Silver N, Dunlap W (1987) Averaging correlation coefficients: should Fisher's z z transformation be used? J Appl Psychol 72(1):146-148
-
(1987)
J Appl Psychol
, vol.72
, Issue.1
, pp. 146-148
-
-
Silver, N.1
Dunlap, W.2
-
82
-
-
0026902042
-
An information theoretic approach to rule induction from databases
-
10.1109/69.149926
-
Smyth P, Goodman R (1992) An information theoretic approach to rule induction from databases. IEEE Trans Knowl Data Eng 4(4):301-316
-
(1992)
IEEE Trans Knowl Data Eng
, vol.4
, Issue.4
, pp. 301-316
-
-
Smyth, P.1
Goodman, R.2
-
87
-
-
1242308945
-
Selecting the right objective measure for association analysis
-
10.1016/S0306-4379(03)00072-3
-
Tan P, Kumar V, Srivastava J (2004) Selecting the right objective measure for association analysis. Inf Syst 29(4):293-313
-
(2004)
Inf Syst
, vol.29
, Issue.4
, pp. 293-313
-
-
Tan, P.1
Kumar, V.2
Srivastava, J.3
-
88
-
-
77958060227
-
Using background knowledge to rank itemsets
-
10.1007/s10618-010-0188-4 2720508
-
Tatti N, Mampaey M (2010) Using background knowledge to rank itemsets. Data Min Knowl Discov 21(2):293-309
-
(2010)
Data Min Knowl Discov
, vol.21
, Issue.2
, pp. 293-309
-
-
Tatti, N.1
Mampaey, M.2
-
90
-
-
49749113225
-
Using significant, positively associated and relatively class correlated rules for associative classification of imbalanced datasets
-
Verhein F, Chawla S (2007) Using significant, positively associated and relatively class correlated rules for associative classification of imbalanced datasets. In: Proceedings of the 7th IEEE international conference on data mining, pp 679-684
-
(2007)
Proceedings of the 7th IEEE International Conference on Data Mining
, pp. 679-684
-
-
Verhein, F.1
Chawla, S.2
-
92
-
-
77955631169
-
Self-sufficient itemsets: An approach to screening potentially interesting associations between items
-
1-3:20
-
Webb G (2010) Self-sufficient itemsets: an approach to screening potentially interesting associations between items. ACM Trans Knowl Discov Data 4(1):3:1-3:20
-
(2010)
ACM Trans Knowl Discov Data
, vol.4
, Issue.1
, pp. 3
-
-
Webb, G.1
-
93
-
-
84861738894
-
Filtered-top-k association discovery
-
10.1002/widm.28
-
Webb G (2011) Filtered-top-k association discovery. Wiley Interdiscip Rev Data Min Knowl Discov 1(3):183-192
-
(2011)
Wiley Interdiscip Rev Data Min Knowl Discov
, vol.1
, Issue.3
, pp. 183-192
-
-
Webb, G.1
-
97
-
-
77956212881
-
Re-examination of interestingness measures in pattern mining: A unified framework
-
10.1007/s10618-009-0161-2 2720497
-
Wu T, Chen Y, Han J (2010) Re-examination of interestingness measures in pattern mining: a unified framework. Data Min Knowl Discov 21(3):371-397
-
(2010)
Data Min Knowl Discov
, vol.21
, Issue.3
, pp. 371-397
-
-
Wu, T.1
Chen, Y.2
Han, J.3
-
100
-
-
0001218846
-
On the association of attributes in statistics: With illustrations from the material of the childhood society, &c
-
10.1098/rsta.1900.0019 JFM 31.0238.05
-
Yule G (1900) On the association of attributes in statistics: with illustrations from the material of the childhood society, &c. Philos Trans R Soc A 194:257-319
-
(1900)
Philos Trans R Soc A
, vol.194
, pp. 257-319
-
-
Yule, G.1
-
101
-
-
0000721530
-
On the methods of measuring association between two attributes
-
10.2307/2340126
-
Yule G (1912) On the methods of measuring association between two attributes. J R Stat Soc 75(6):579-652
-
(1912)
J R Stat Soc
, vol.75
, Issue.6
, pp. 579-652
-
-
Yule, G.1
|