-
2
-
-
84980104458
-
Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
-
E.I. Altman Financial ratios, discriminant analysis and the prediction of corporate bankruptcy J. Finance 23 3 1968 589 609
-
(1968)
J. Finance
, vol.23
, Issue.3
, pp. 589-609
-
-
Altman, E.I.1
-
3
-
-
0001106350
-
A procedure for ranking efficient units in data envelopment analysis
-
P. Andersen, and N.C. Petersen A procedure for ranking efficient units in data envelopment analysis Manage. Sci. 39 10 1993 1261 1264
-
(1993)
Manage. Sci.
, vol.39
, Issue.10
, pp. 1261-1264
-
-
Andersen, P.1
Petersen, N.C.2
-
5
-
-
79951953361
-
Use of a fuzzy granulation-degranulation criterion for assessing cluster validity
-
S. Bandyopadhyay, S. Saha, and W. Pedrycz Use of a fuzzy granulation-degranulation criterion for assessing cluster validity Fuzzy Sets Syst. 170 1 2011 22 42
-
(2011)
Fuzzy Sets Syst.
, vol.170
, Issue.1
, pp. 22-42
-
-
Bandyopadhyay, S.1
Saha, S.2
Pedrycz, W.3
-
6
-
-
0021497874
-
Some models for estimating technical and scale inefficiencies in data envelopment analysis
-
R. Banker, A. Charnes, and W.W. Cooper Some models for estimating technical and scale inefficiencies in data envelopment analysis Manage. Sci. 30 1984 1078 1092
-
(1984)
Manage. Sci.
, vol.30
, pp. 1078-1092
-
-
Banker, R.1
Charnes, A.2
Cooper, W.W.3
-
8
-
-
84900821936
-
Decision method for cluster analysis problems using visual approach
-
R. Bittman, and R. Gelbard Decision method for cluster analysis problems using visual approach Expert Syst. 24 3 2007 172 188
-
(2007)
Expert Syst.
, vol.24
, Issue.3
, pp. 172-188
-
-
Bittman, R.1
Gelbard, R.2
-
9
-
-
0001040806
-
Using Kohonen's self organizing feature map to uncover automobile bodily injury claims fraud
-
P. Brockett, X. Xia, and R. Derrig Using Kohonen's self organizing feature map to uncover automobile bodily injury claims fraud J. Risk Insur. 65 2 1998 245 274
-
(1998)
J. Risk Insur.
, vol.65
, Issue.2
, pp. 245-274
-
-
Brockett, P.1
Xia, X.2
Derrig, R.3
-
10
-
-
46549095373
-
Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions
-
A. Charnes, W.W. Cooper, B. Golany, L. Seiford, and J. Stutz Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions J. Econom. 30 1/2 1985 91 107
-
(1985)
J. Econom.
, vol.30
, Issue.12
, pp. 91-107
-
-
Charnes, A.1
Cooper, W.W.2
Golany, B.3
Seiford, L.4
Stutz, J.5
-
11
-
-
0018032112
-
Measuring the efficiency of decision making units
-
A. Charnes, W.W. Cooper, and E. Rhodes Measuring the efficiency of decision making units Eur. J. Oper. Res. 2 6 1978 429 444
-
(1978)
Eur. J. Oper. Res.
, vol.2
, Issue.6
, pp. 429-444
-
-
Charnes, A.1
Cooper, W.W.2
Rhodes, E.3
-
12
-
-
0000585046
-
Evaluating program and managerial efficiency: An application of data envelopment analysis to program follow through
-
A. Charnes, W.W. Cooper, and E. Rhodes Evaluating program and managerial efficiency: an application of data envelopment analysis to program follow through Manage. Sci. 27 6 1981 668 697
-
(1981)
Manage. Sci.
, vol.27
, Issue.6
, pp. 668-697
-
-
Charnes, A.1
Cooper, W.W.2
Rhodes, E.3
-
13
-
-
33947631358
-
Comparison among three analytical methods for knowledge communities group decision analysis
-
M.T. Chu, J. Shyu, G.H. Tzeng, and R. Khosla Comparison among three analytical methods for knowledge communities group decision analysis Expert Syst. Appl. 33 4 2007 1011 1024
-
(2007)
Expert Syst. Appl.
, vol.33
, Issue.4
, pp. 1011-1024
-
-
Chu, M.T.1
Shyu, J.2
Tzeng, G.H.3
Khosla, R.4
-
14
-
-
84900797983
-
-
CLUTO manual, 2003. < http://www-users.cs.umn.edu/~karypis/cluto/ index.html >.
-
(2003)
CLUTO Manual
-
-
-
15
-
-
26444603025
-
Data envelopment analysis: History, models and interpretations
-
W.W. Cooper, L.M. Seiford, J. Zhu, Kluwer Academic Publisher Boston chapter 1
-
W.W. Cooper, L.M. Seiford, and J. Zhu Data envelopment analysis: history, models and interpretations W.W. Cooper, L.M. Seiford, J. Zhu, Handbook on Data Envelopment Analysis 2004 Kluwer Academic Publisher Boston 1 39 chapter 1
-
(2004)
Handbook on Data Envelopment Analysis
, pp. 1-39
-
-
Cooper, W.W.1
Seiford, L.M.2
Zhu, J.3
-
16
-
-
0010738137
-
A fuzzy system for detecting anomalous behaviors in healthcare provider claims
-
S. Goonatilake, P. Treleaven, John Wiley and Sons Ltd.
-
E. Cox A fuzzy system for detecting anomalous behaviors in healthcare provider claims S. Goonatilake, P. Treleaven, Intelligent Systems for Finance and Business 1995 John Wiley and Sons Ltd. 111 134
-
(1995)
Intelligent Systems for Finance and Business
, pp. 111-134
-
-
Cox, E.1
-
18
-
-
0001994373
-
Cluster analysis and related issues
-
C.H. Chen, L.F. Pau, P.S.P. Wang, World Scientific Publishing Co. Inc. River Edge, NJ
-
R.C. Dubes Cluster analysis and related issues C.H. Chen, L.F. Pau, P.S.P. Wang, Handbook of Pattern Recognition & Computer Vision 1993 World Scientific Publishing Co. Inc. River Edge, NJ 3 32
-
(1993)
Handbook of Pattern Recognition & Computer Vision
, pp. 3-32
-
-
Dubes, R.C.1
-
19
-
-
0017010058
-
Clustering techniques: The user's dilemma
-
R.C. Dubes, and A.K. Jain Clustering techniques: the user's dilemma Pattern Recogn. 8 1976 247 260
-
(1976)
Pattern Recogn.
, vol.8
, pp. 247-260
-
-
Dubes, R.C.1
Jain, A.K.2
-
20
-
-
0015644825
-
A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
-
J.C. Dunn A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters J. Cybern. 3 3 1973 32 57
-
(1973)
J. Cybern.
, vol.3
, Issue.3
, pp. 32-57
-
-
Dunn, J.C.1
-
21
-
-
79955597254
-
A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP
-
10.1016/j.ejor.2011.03.014
-
D. Ergu, G. Kou, Y. Peng, and Y. Shi A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP Eur. J. Oper. Res. 213 1 2011 246 259 10.1016/j.ejor.2011.03.014
-
(2011)
Eur. J. Oper. Res.
, vol.213
, Issue.1
, pp. 246-259
-
-
Ergu, D.1
Kou, G.2
Peng, Y.3
Shi, Y.4
-
22
-
-
84886722090
-
Analytic network process in risk assessment and decision analysis
-
10.1016/j.cor.2011.03.005
-
D. Ergu, G. Kou, Y. Peng, and Y. Shi Analytic network process in risk assessment and decision analysis Comput. Oper. Res. 2011 10.1016/j.cor.2011.03. 005
-
(2011)
Comput. Oper. Res.
-
-
Ergu, D.1
Kou, G.2
Peng, Y.3
Shi, Y.4
-
23
-
-
0343442766
-
Knowledge acquisition via incremental conceptual clustering
-
D.H. Fisher Knowledge acquisition via incremental conceptual clustering Mach. Learn. 2 1987 139 172
-
(1987)
Mach. Learn.
, vol.2
, pp. 139-172
-
-
Fisher, D.H.1
-
24
-
-
0032269108
-
How many clusters? Which clustering method? Answers via model-based cluster analysis
-
C. Fraley, and A.E. Raftery How many clusters? Which clustering method? Answers via model-based cluster analysis Comput. J. 41 8 1998 578 588
-
(1998)
Comput. J.
, vol.41
, Issue.8
, pp. 578-588
-
-
Fraley, C.1
Raftery, A.E.2
-
25
-
-
78649934709
-
-
Irvine, CA: University of California, School of Information and Computer Science
-
A. Frank, A. Asuncion, UCI Machine Learning Repository, Irvine, CA: University of California, School of Information and Computer Science, 2010. < http://archive.ics.uci.edu/ml >.
-
(2010)
UCI Machine Learning Repository
-
-
Frank, A.1
Asuncion, A.2
-
26
-
-
34250173088
-
Investigating diversity of clustering methods: An empirical comparison
-
R. Gelbard, O. Goldman, and I. Spiegler Investigating diversity of clustering methods: an empirical comparison Data Knowl. Eng. 63 1 2007 155 166
-
(2007)
Data Knowl. Eng.
, vol.63
, Issue.1
, pp. 155-166
-
-
Gelbard, R.1
Goldman, O.2
Spiegler, I.3
-
28
-
-
0038119396
-
Techniques of cluster algorithms in data mining
-
J. Grabmeier, and A. Rudolph Techniques of cluster algorithms in data mining Data Min. Knowl. Disc. 6 4 2002 303 360
-
(2002)
Data Min. Knowl. Disc.
, vol.6
, Issue.4
, pp. 303-360
-
-
Grabmeier, J.1
Rudolph, A.2
-
29
-
-
76749092270
-
The WEKA data mining software: An update
-
M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I.H. Witten The WEKA data mining software: an update SIGKDD Explor. 11 1 2009 10 18
-
(2009)
SIGKDD Explor.
, vol.11
, Issue.1
, pp. 10-18
-
-
Hall, M.1
Frank, E.2
Holmes, G.3
Pfahringer, B.4
Reutemann, P.5
Witten, I.H.6
-
31
-
-
78149241084
-
Multiscale comparison and clustering of three-dimensional trajectories based on curvature maxima
-
10.1142/S021962201000410X
-
S. Hirano, and S. Tsumoto Multiscale comparison and clustering of three-dimensional trajectories based on curvature maxima Int. J. Inform. Technol. Decis. Making 9 6 2010 889 904 10.1142/S021962201000410X
-
(2010)
Int. J. Inform. Technol. Decis. Making
, vol.9
, Issue.6
, pp. 889-904
-
-
Hirano, S.1
Tsumoto, S.2
-
32
-
-
56549122814
-
Online banking performance evaluation using data envelopment analysis and principal component analysis
-
10.1016/j.cor.2008.05.008
-
C.T. Ho, and D.D. Wu Online banking performance evaluation using data envelopment analysis and principal component analysis Comput. Operat. Res. 36 6 2009 1835 1842 10.1016/j.cor.2008.05.008
-
(2009)
Comput. Operat. Res.
, vol.36
, Issue.6
, pp. 1835-1842
-
-
Ho, C.T.1
Wu, D.D.2
-
34
-
-
84855901395
-
A similarity measure of intuitionistic fuzzy sets based on the Sugeno integral with its application to pattern recognition
-
C. Hwang, M. Yang, W. Hung, and M. Lee A similarity measure of intuitionistic fuzzy sets based on the Sugeno integral with its application to pattern recognition Inform. Sci. 189 2012 93 109
-
(2012)
Inform. Sci.
, vol.189
, pp. 93-109
-
-
Hwang, C.1
Yang, M.2
Hung, W.3
Lee, M.4
-
37
-
-
84859623047
-
Bankruptcy prediction for Korean firms after the 1997 financial crisis: Using a multiple criteria linear programming data mining approach
-
10.1007/s11156-011-0238-z
-
W. Kwak, Y. Shi, and G. Kou Bankruptcy prediction for Korean firms after the 1997 financial crisis: using a multiple criteria linear programming data mining approach Rev. Quant. Financ. Account. 2011 1997 10.1007/s11156-011-0238-z
-
(1997)
Rev. Quant. Financ. Account.
, vol.2011
-
-
Kwak, W.1
Shi, Y.2
Kou, G.3
-
38
-
-
0242579235
-
A business intelligence system
-
H.P. Luhn A business intelligence system IBM J. Res. Dev. 2 4 1958 314 319
-
(1958)
IBM J. Res. Dev.
, vol.2
, Issue.4
, pp. 314-319
-
-
Luhn, H.P.1
-
40
-
-
0036937614
-
Performance evaluation of some clustering algorithms and validity indices
-
U. Maulik, and S. Bandyopadhyay Performance evaluation of some clustering algorithms and validity indices IEEE Trans. Patt. Anal. Mach. Intell. 24 12 2002 1650 1654
-
(2002)
IEEE Trans. Patt. Anal. Mach. Intell.
, vol.24
, Issue.12
, pp. 1650-1654
-
-
Maulik, U.1
Bandyopadhyay, S.2
-
41
-
-
0009345795
-
CLUSTISZ: A program to test for the quality of clustering of a set of objects
-
J.O. McClain, and V.R. Rao CLUSTISZ: a program to test for the quality of clustering of a set of objects J. Marketing Res. 12 1975 456 460
-
(1975)
J. Marketing Res.
, vol.12
, pp. 456-460
-
-
McClain, J.O.1
Rao, V.R.2
-
43
-
-
33847457966
-
An examination of the effect of six types of error perturbation on fifteen clustering algorithms
-
G.W. Milligan An examination of the effect of six types of error perturbation on fifteen clustering algorithms Psychometrika 45 1980 325 342
-
(1980)
Psychometrika
, vol.45
, pp. 325-342
-
-
Milligan, G.W.1
-
44
-
-
34250115918
-
An examination of procedures for determining the number of clusters in a data set
-
G.W. Milligan, and C. Cooper An examination of procedures for determining the number of clusters in a data set Psychometrika 50 2 1985 159 179
-
(1985)
Psychometrika
, vol.50
, Issue.2
, pp. 159-179
-
-
Milligan, G.W.1
Cooper, C.2
-
45
-
-
56349088701
-
BRUTUS: A hybrid system for fraud detection in mobile communications
-
Y. Moreau, E. Lerouge, H. Verrelst, J. Vandewalle, C. Stormann, P. Burge, BRUTUS: a hybrid system for fraud detection in mobile communications, in: Proc. of European Symposium on Artificial Neural Networks, 1999, pp. 447-454.
-
(1999)
Proc. of European Symposium on Artificial Neural Networks
, pp. 447-454
-
-
Moreau, Y.1
Lerouge, E.2
Verrelst, H.3
Vandewalle, J.4
Stormann, C.5
Burge, P.6
-
46
-
-
78149252945
-
Fuzzy, distributed, instance counting, and default artmap neural networks for financial diagnosis
-
10.1142/S0219622010004111
-
A. Nachev, S. Hill, C. Barry, and B. Stoyanov Fuzzy, distributed, instance counting, and default artmap neural networks for financial diagnosis Int. J. Inform. Technol. Decis. Making 9 6 2010 959 978 10.1142/ S0219622010004111
-
(2010)
Int. J. Inform. Technol. Decis. Making
, vol.9
, Issue.6
, pp. 959-978
-
-
Nachev, A.1
Hill, S.2
Barry, C.3
Stoyanov, B.4
-
47
-
-
0343838566
-
Development of multi-criteria metrics for evaluation of data mining algorithms
-
Newport Beach, California, August 14-17
-
G. Nakhaeizadeh, A. Schnabl, Development of multi-criteria metrics for evaluation of data mining algorithms, in: Proceeding of the Third International Conference on Knowledge Discovery and Data Mining (KDD'97), Newport Beach, California, August 14-17, 1997, pp. 37-42.
-
(1997)
Proceeding of the Third International Conference on Knowledge Discovery and Data Mining (KDD'97)
, pp. 37-42
-
-
Nakhaeizadeh, G.1
Schnabl, A.2
-
48
-
-
0000666375
-
Financial ratios and the probabilistic prediction of bankruptcy
-
J. Ohlson Financial ratios and the probabilistic prediction of bankruptcy J. Account Res. 18 1 1980 109 131
-
(1980)
J. Account Res.
, vol.18
, Issue.1
, pp. 109-131
-
-
Ohlson, J.1
-
49
-
-
14944363079
-
Comparison of weights in TOPSIS models
-
D.L. Olson Comparison of weights in TOPSIS models Math. Comput. Model. 40 7-8 2004 721 727
-
(2004)
Math. Comput. Model.
, vol.40
, Issue.78
, pp. 721-727
-
-
Olson, D.L.1
-
51
-
-
0036569875
-
Multicriteria planning of post-earthquake sustainable reconstruction
-
S. Opricovic, and G.H. Tzeng Multicriteria planning of post-earthquake sustainable reconstruction Comput.-Aid. Civil Inf. Eng. 17 3 2002 211 220
-
(2002)
Comput.-Aid. Civil Inf. Eng.
, vol.17
, Issue.3
, pp. 211-220
-
-
Opricovic, S.1
Tzeng, G.H.2
-
52
-
-
1442283191
-
Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS
-
S. Opricovic, and G.H. Tzeng Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS Eur. J. Operat. Res. 156 2 2004 445 455
-
(2004)
Eur. J. Operat. Res.
, vol.156
, Issue.2
, pp. 445-455
-
-
Opricovic, S.1
Tzeng, G.H.2
-
53
-
-
80055031429
-
MiniMax ε-stable cluster validity index for Type-2 fuzziness
-
I. Ozkan, and I.B. Türkşen MiniMax ε-stable cluster validity index for Type-2 fuzziness Inform. Sci. 184 1 2012 64 74
-
(2012)
Inform. Sci.
, vol.184
, Issue.1
, pp. 64-74
-
-
Ozkan, I.1
Türkşen, I.B.2
-
54
-
-
41549107083
-
A development of fuzzy encoding and decoding through fuzzy clustering
-
W. Pedrycz, and J. Oliveira A development of fuzzy encoding and decoding through fuzzy clustering IEEE Trans. Instrum. Meas. 57 4 2008 829 837
-
(2008)
IEEE Trans. Instrum. Meas.
, vol.57
, Issue.4
, pp. 829-837
-
-
Pedrycz, W.1
Oliveira, J.2
-
55
-
-
58149235001
-
A descriptive framework for the field of data mining and knowledge discovery
-
Y. Peng, G. Kou, Y. Shi, and Z. Chen A descriptive framework for the field of data mining and knowledge discovery Int. J. Inform. Technol. Decis. Making 7 4 2008 639 682
-
(2008)
Int. J. Inform. Technol. Decis. Making
, vol.7
, Issue.4
, pp. 639-682
-
-
Peng, Y.1
Kou, G.2
Shi, Y.3
Chen, Z.4
-
56
-
-
79953162254
-
FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms
-
Y. Peng, G. Kou, G. Wang, and Y. Shi FAMCDM: a fusion approach of MCDM methods to rank multiclass classification algorithms OMEGA 39 6 2011 677 689
-
(2011)
OMEGA
, vol.39
, Issue.6
, pp. 677-689
-
-
Peng, Y.1
Kou, G.2
Wang, G.3
Shi, Y.4
-
57
-
-
78751639426
-
An empirical performance metric for classification algorithm selection in financial risk management
-
Y. Peng, G. Wang, G. Kou, and Y. Shi An empirical performance metric for classification algorithm selection in financial risk management Appl. Soft Comput. 11 2 2011 2906 2915
-
(2011)
Appl. Soft Comput.
, vol.11
, Issue.2
, pp. 2906-2915
-
-
Peng, Y.1
Wang, G.2
Kou, G.3
Shi, Y.4
-
60
-
-
84950632109
-
Objective criteria for the evaluation of clustering methods
-
W.M. Rand Objective criteria for the evaluation of clustering methods J. Am. Stat. Assoc. (Am. Stat. Assoc.) 66 336 1971 846 850
-
(1971)
J. Am. Stat. Assoc. (Am. Stat. Assoc.)
, vol.66
, Issue.336
, pp. 846-850
-
-
Rand, W.M.1
-
61
-
-
0034276507
-
Co-plot: A graphic display method for geometrical representations of MCDM
-
A. Raveh Co-plot: a graphic display method for geometrical representations of MCDM Eur. J. Operat. Res. 125 3 2000 670 678
-
(2000)
Eur. J. Operat. Res.
, vol.125
, Issue.3
, pp. 670-678
-
-
Raveh, A.1
-
62
-
-
75149176174
-
Ensemble-based classifiers
-
L. Rokach Ensemble-based classifiers Artif. Intell. Rev. 33 1-2 2010 1 39
-
(2010)
Artif. Intell. Rev.
, vol.33
, Issue.12
, pp. 1-39
-
-
Rokach, L.1
-
63
-
-
0001384863
-
Quantitative methods in credit management: A survey
-
E. Rosenberg, and A. Gleit Quantitative methods in credit management: a survey Oper. Res. 42 1994 589 613
-
(1994)
Oper. Res.
, vol.42
, pp. 589-613
-
-
Rosenberg, E.1
Gleit, A.2
-
64
-
-
0023453329
-
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis
-
P.J. Rousseeuw Silhouettes: a graphical aid to the interpretation and validation of cluster analysis Comput. Appl. Math. 20 1987 53 65
-
(1987)
Comput. Appl. Math.
, vol.20
, pp. 53-65
-
-
Rousseeuw, P.J.1
-
65
-
-
84856043672
-
A mathematical theory of communication
-
379-423 and 623-656
-
C.E. Shannon A mathematical theory of communication Bell Syst. Tech. J. 27 1948 379-423 and 623-656
-
(1948)
Bell Syst. Tech. J.
, vol.27
-
-
Shannon, C.E.1
-
66
-
-
49749086726
-
Cross-disciplinary perspectives on meta-learning for algorithm selection
-
K.A. Smith-Miles Cross-disciplinary perspectives on meta-learning for algorithm selection ACM Comput. Surv. 41 1 2008 1 25
-
(2008)
ACM Comput. Surv.
, vol.41
, Issue.1
, pp. 1-25
-
-
Smith-Miles, K.A.1
-
68
-
-
30544446988
-
Instability of hierarchical cluster analysis due to input order of the data: The PermuCLUSTER solution
-
W.A. Van-Der Kloot, A.M.J. Spaans, and W.J. Heiser Instability of hierarchical cluster analysis due to input order of the data: the PermuCLUSTER solution Psychol. Methods 10 4 2005 468 476
-
(2005)
Psychol. Methods
, vol.10
, Issue.4
, pp. 468-476
-
-
Van-Der Kloot, W.A.1
Spaans, A.M.J.2
Heiser, W.J.3
-
72
-
-
0011501070
-
Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry
-
A.C. Yeo, K.A. Smith, R.J. Willis, and M. Brooks Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry Intell. Syst. Acc. Finance Manage. 10 1 2001 39 50
-
(2001)
Intell. Syst. Acc. Finance Manage.
, vol.10
, Issue.1
, pp. 39-50
-
-
Yeo, A.C.1
Smith, K.A.2
Willis, R.J.3
Brooks, M.4
-
73
-
-
0037869164
-
-
Department of Computer Science, University of Minnesota
-
Y. Zhao, G. Karypis, Criterion Functions for Document Clustering: Experiments and Analysis, Technical Report TR 01-40, Department of Computer Science, University of Minnesota, 2001.
-
(2001)
Criterion Functions for Document Clustering: Experiments and Analysis, Technical Report TR 01-40
-
-
Zhao, Y.1
Karypis, G.2
|