-
4
-
-
85128067285
-
The relationship between PAC, the statistical physics framework, the bayesian framework, and the VC framework
-
edited by D.H. Wolpert, Addison-Wesley
-
D.H. Wolpert, "The relationship between PAC, the statistical physics framework, the bayesian framework, and the VC framework," in The Mathematics of Generalization, edited by D.H. Wolpert, Addison-Wesley, 1995, pp. 117-214.
-
(1995)
The Mathematics of Generalization
, pp. 117-214
-
-
Wolpert, D.H.1
-
5
-
-
0001896313
-
The process of knowledge discovery in databases
-
edited by U.M. Fayyad et al., AAAI Press/MIT Press
-
R.J. Brachman and T. Anand, "The process of knowledge discovery in databases," in Advances in Knowledge Discovery and Data Mining, edited by U.M. Fayyad et al., AAAI Press/MIT Press, 1996, pp. 37-57.
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 37-57
-
-
Brachman, R.J.1
Anand, T.2
-
6
-
-
0034592750
-
Visualization and the process of modeling: A cognitive-theoretic view
-
A.W. Crapo, L.B. Waisel, W.A. Wallace, and T.R. Willemain, "Visualization and the process of modeling: A cognitive-theoretic view," in Sixth Inter. Conf. on Knowledge Discovery and Data Mining KDD'00, 2000, pp. 218-226.
-
Sixth Inter. Conf. on Knowledge Discovery and Data Mining KDD'00, 2000
, pp. 218-226
-
-
Crapo, A.W.1
Waisel, L.B.2
Wallace, W.A.3
Willemain, T.R.4
-
7
-
-
0001485137
-
An interactive graphic system for decision tree induction
-
T.D. Nguyen and T.B. Ho, "An interactive graphic system for decision tree induction," Journal of Japanese Society for Artificial Intelligence, vol. 14, no. 1, 1999, pp. 131-138.
-
(1999)
Journal of Japanese Society for Artificial Intelligence
, vol.14
, pp. 131-138
-
-
Nguyen, T.D.1
Ho, T.B.2
-
8
-
-
84942931422
-
A scalable algorithm for rule post-pruning of large decision trees
-
Springer
-
T.D. Nguyen, T.B. Ho, and H. Shimodaira, "A scalable algorithm for rule post-pruning of large decision trees," in Fifth Pacific-Asia Conf. on Knowledge Discovery and Data Mining PAKDD'01, LNAI 2035, Springer, 2001, pp. 467-476.
-
(2001)
Fifth Pacific-Asia Conf. on Knowledge Discovery and Data Mining PAKDD'01, LNAI 2035
, pp. 467-476
-
-
Nguyen, T.D.1
Ho, T.B.2
Shimodaira, H.3
-
9
-
-
0031224070
-
Discovering and using knowledge from unsupervised data
-
Elsevier Science
-
T.B. Ho, "Discovering and using knowledge from unsupervised data," in Decision Support Systems, Elsevier Science, 1997, vol. 21, no. 1, pp. 27-41.
-
(1997)
Decision Support Systems
, vol.21
, Issue.1
, pp. 27-41
-
-
Ho, T.B.1
-
10
-
-
0038468593
-
Knowledge discovery from unsupervised data in support of decision making
-
T.B. Ho, "Knowledge discovery from unsupervised data in support of decision making," Knowledge Based Systems: Techniques and Applications, 2000, pp. 435-461.
-
(2000)
Knowledge Based Systems: Techniques and Applications
, pp. 435-461
-
-
Ho, T.B.1
-
11
-
-
84974727437
-
Extracting predictive knowledge from meningitis data by integration of rule induction and association mining
-
Springer
-
T.B. Ho, S. Kawasaki, and D.D. Nguyen, "Extracting predictive knowledge from meningitis data by integration of rule induction and association mining," in Inter. Workshop Challenge in KDD, JSAI Conference 2001, LNAI 2253, Springer, pp. 508-515.
-
Inter. Workshop Challenge in KDD, JSAI Conference 2001, LNAI 2253
, pp. 508-515
-
-
Ho, T.B.1
Kawasaki, S.2
Nguyen, D.D.3
-
12
-
-
0030818973
-
Browsing hierarchical data with multi-level dynamic queries and pruning
-
H.P. Kumar, C. Plaisant, and B. Shneiderman, "Browsing hierarchical data with multi-level dynamic queries and pruning," Inter. Journal of Human-Computer Studies, vol. 46, no. 1, pp. 103-124, 1997.
-
(1997)
Inter. Journal of Human-Computer Studies
, vol.46
, Issue.1
, pp. 103-124
-
-
Kumar, H.P.1
Plaisant, C.2
Shneiderman, B.3
-
13
-
-
0004059708
-
The FISHEYE view: A new look at structured files
-
Bell Laboratories Technical Memorandum #81-11221-9
-
G.W. Furnas, "The FISHEYE view: A new look at structured files," Bell Laboratories Technical Memorandum #81-11221-9, 1981.
-
(1981)
-
-
Furnas, G.W.1
-
14
-
-
78650944057
-
A visualization tool for interactive learning of large decision trees
-
T.D. Nguyen, T.B. Ho, and H. Shimodaira, "A visualization tool for interactive learning of large decision trees," in Twelfth IEEE Inter. Conf. on Tools with Artificial Intelligence ICTAI'2000, 2000, pp. 28-35.
-
Twelfth IEEE Inter. Conf. on Tools with Artificial Intelligence ICTAI'2000, 2000
, pp. 28-35
-
-
Nguyen, T.D.1
Ho, T.B.2
Shimodaira, H.3
-
16
-
-
0001935527
-
An introduction to model selection
-
W. Zucchini, "An introduction to model selection," Journal of Mathematical Psychology, vol. 44, pp. 41-61, 2000.
-
(2000)
Journal of Mathematical Psychology
, vol.44
, pp. 41-61
-
-
Zucchini, W.1
-
17
-
-
0000177088
-
Key concepts in model selection: Performance and generalizability
-
M.R. Forster, "Key concepts in model selection: Performance and generalizability," Journal of Mathematical Psychology, vol. 44, no. 1, pp. 205-231, 2000.
-
(2000)
Journal of Mathematical Psychology
, vol.44
, Issue.1
, pp. 205-231
-
-
Forster, M.R.1
-
18
-
-
0002976263
-
Recursive automatic bias selection for classifier construction
-
C.E. Brodley, "Recursive automatic bias selection for classifier construction," Machine Learning, 1995, vol. 20, pp. 63-94.
-
(1995)
Machine Learning
, vol.20
, pp. 63-94
-
-
Brodley, C.E.1
-
20
-
-
0033705380
-
Building algorithm profiles for prior model selection in knowledge discovery systems
-
M. Hilario and A. Kalousis, "Building algorithm profiles for prior model selection in knowledge discovery systems," Engineering Intelligent Systems, vol. 8, no. 2, pp. 77-87, 2000.
-
(2000)
Engineering Intelligent Systems
, vol.8
, Issue.2
, pp. 77-87
-
-
Hilario, M.1
Kalousis, A.2
-
21
-
-
0000153354
-
NOEMON: Design, implementation and performance results for an intelligent assistant for classifier selection
-
A. Kalousis and T. Theoharis, "NOEMON: Design, implementation and performance results for an intelligent assistant for classifier selection," Intelligent Data Analysis Journal, vol. 3, no. 5, pp. 319-337, 1999.
-
(1999)
Intelligent Data Analysis Journal
, vol.3
, Issue.5
, pp. 319-337
-
-
Kalousis, A.1
Theoharis, T.2
-
23
-
-
85164392958
-
A study of cross-validation and bootstrap for accuracy estimation and model selection
-
R. Kohavi, "A study of cross-validation and bootstrap for accuracy estimation and model selection," in Inter. Joint Conf. on Artificial Intelligence IJCAI'95, 1995, pp. 1137-1143.
-
Inter. Joint Conf. on Artificial Intelligence IJCAI'95, 1995
, pp. 1137-1143
-
-
Kohavi, R.1
-
24
-
-
85047342259
-
MineSet: An integrated system for data mining
-
C. Brunk, J. Kelly, and R. Kohavi, "MineSet: An integrated system for data mining," in Third Inter. Conf. on Knowledge Discovery and Data Mining KDD'97, 1997, pp. 135-138.
-
Third Inter. Conf. on Knowledge Discovery and Data Mining KDD'97, 1997
, pp. 135-138
-
-
Brunk, C.1
Kelly, J.2
Kohavi, R.3
-
25
-
-
0034592922
-
Towards an effective cooperation of the user and the computer for classification
-
M. Ankerst, M. Ester, and H.P. Kriegel, "Towards an effective cooperation of the user and the computer for classification," in Sixth Inter. Conf. on Knowledge Discovery and Data Mining KDD'00, 2000, pp. 197-188.
-
Sixth Inter. Conf. on Knowledge Discovery and Data Mining KDD'00, 2000
, pp. 188-197
-
-
Ankerst, M.1
Ester, M.2
Kriegel, H.P.3
-
27
-
-
84900559084
-
Cone trees: Animated 3D visualization of hierarchical information
-
G.G. Robertson, J.D. Mackinlay, and S.K. Card, "Cone trees: Animated 3D visualization of hierarchical information," in ACM Conf. on Human Factors in Computing Systems, 1991, pp. 189-194.
-
ACM Conf. on Human Factors in Computing Systems, 1991
, pp. 189-194
-
-
Robertson, G.G.1
Mackinlay, J.D.2
Card, S.K.3
-
28
-
-
0030096204
-
The hyperbolic browser: A focus + context techniques for visualizing large hierarchies
-
J. Lamping and R. rao, "The hyperbolic browser: A focus + context techniques for visualizing large hierarchies," Journal of Visual Languages and Computing, vol. 7, no. 1, pp. 33-35, 1997.
-
(1997)
Journal of Visual Languages and Computing
, vol.7
, Issue.1
, pp. 33-35
-
-
Lamping, J.1
Rao, R.2
-
29
-
-
0000210889
-
Data mining using MLC++, a machine learning library in C++
-
R. Kohavi, D. Sommerfeld, and J. Dougherty, "Data mining using MLC++, a machine learning library in C++," International Journal of Artificial Intelligence Tools, vol. 6, no. 4, pp. 537-566, 1997.
-
(1997)
International Journal of Artificial Intelligence Tools
, vol.6
, Issue.4
, pp. 537-566
-
-
Kohavi, R.1
Sommerfield, D.2
Dougherty, J.3
-
30
-
-
85166285531
-
FlexiMine - A flexible platform for KDD research and application construction
-
C. Domslak, D. Gershkovich, E. Gudes, N. Liusternik, A. Meisels, T. Rosen, and S.E. Shimony, "FlexiMine - A flexible platform for KDD research and application construction," in Fourth Inter. Conf. on Knowledge Discovery and Data Mining KDD'98, 1998, pp. 184-188.
-
Fourth Inter. Conf. on Knowledge Discovery and Data Mining KDD'98, 1998
, pp. 184-188
-
-
Domslak, C.1
Gershkovich, D.2
Gudes, E.3
Liusternik, N.4
Meisels, A.5
Rosen, T.6
Shimony, S.E.7
-
32
-
-
85139983802
-
Supervised and unsupervised discretization of continuous features
-
J. Dougherty, R. Kohavi, and M. Sahami, "Supervised and unsupervised discretization of continuous features," in Twelfth Inter. Conf. on Machine Learning ICML'95, 1995, pp. 194-202.
-
Twelfth Inter. Conf. on Machine Learning ICML'95, 1995
, pp. 194-202
-
-
Dougherty, J.1
Kohavi, R.2
Sahami, M.3
-
33
-
-
77950945568
-
Cluster-based algorithms for filling missing values
-
Y. Fujikawa and T.B. Ho, "Cluster-based algorithms for filling missing values," 6th Pacific-Asia Conf. Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence 2336, Springer, 2002, pp. 549-554.
-
6th Pacific-Asia Conf. Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence 2336, Springer, 2002
, pp. 549-554
-
-
Fujikawa, Y.1
Ho, T.B.2
-
35
-
-
0003802343
-
-
Wadsworth: Blemont, CA
-
L. Breiman, J. Friedman, R. Olshen, and C. Stone, Classification and Regression Trees, Wadsworth: Blemont, CA, 1984.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
36
-
-
34249966833
-
An empirical comparison of selection measures for decision tree induction
-
J. Mingers, "An empirical comparison of selection measures for decision tree induction," Machine Learning, vol. 3, pp. 319-342, 1989.
-
(1989)
Machine Learning
, vol.3
, pp. 319-342
-
-
Mingers, J.1
-
37
-
-
84974725344
-
A mixed similarity measure in near-linear computational complexity for distance-based methods
-
N.B. Nguyen and T.B. Ho, "A mixed similarity measure in near-linear computational complexity for distance-based methods," in 4th European Conf. on Principles of Data Mining and Knowledge Discovery PKDD'2000, LNAI 1910, Springer, 2000. pp. 211-220.
-
4th European Conf. on Principles of Data Mining and Knowledge Discovery PKDD'2000, LNAI 1910, Springer, 2000
, pp. 211-220
-
-
Nguyen, N.B.1
Ho, T.B.2
-
38
-
-
0002433547
-
From data mining to knowledge discovery: An overview
-
edited by U.M. fayyad et al., AAAI Press/MIT Press
-
U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, "From data mining to knowledge discovery: An overview," in Advances in Knowledge Discovery and Data Mining, edited by U.M. fayyad et al., AAAI Press/MIT Press, 1996, pp. 1-36.
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 1-36
-
-
Fayyad, U.M.1
Piatetsky-Shapiro, G.2
Smyth, P.3
Uthurusamy, R.4
-
39
-
-
0019543791
-
Tidier drawings of trees
-
E.M. Reingold and J.S. Tilford, "Tidier Drawings of Trees," IEEE Transactions on Software Engineering, vol. SWE-7, no. 2, pp. 223-228, 1991.
-
(1991)
IEEE Transactions on Software Engineering
, vol.SE-7
, Issue.2
, pp. 223-228
-
-
Reingold, E.M.1
Tilford, J.S.2
-
40
-
-
79952785777
-
An empirical comparison of pruning methods for decision tree induction
-
J. Mingers, "An empirical comparison of pruning methods for decision tree induction," Machine Learning, vol. 4, pp. 227-243, 1989.
-
(1989)
Machine Learning
, vol.4
, pp. 227-243
-
-
Mingers, J.1
-
42
-
-
0012751179
-
Comparison and evaluation of knowledge obtained by KDD methods
-
S. Tsumoto, "Comparison and evaluation of knowledge obtained by KDD methods," Journal of Japanese Society for Artificial Intelligence, vol. 15, no. 5, pp. 790-797, 2000.
-
(2000)
Journal of Japanese Society for Artificial Intelligence
, vol.15
, Issue.5
, pp. 790-797
-
-
Tsumoto, S.1
-
43
-
-
84948104699
-
Integrating classification and association rule mining
-
B. Liu, W. Hsu, and Y. Ma, "Integrating classification and association rule mining," in Fourth Inter. Conf. on Knowledge Discovery and Data Mining KDD'98, 1998, pp. 80-86.
-
Fourth Inter. Conf. on Knowledge Discovery and Data Mining KDD'98, 1998
, pp. 80-86
-
-
Liu, B.1
Hsu, W.2
Ma, Y.3
|