-
2
-
-
38349135448
-
From dynamic classifier selection to dynamic ensemble selection
-
H.R. Albert, R. Sabourin, and J. Britto From dynamic classifier selection to dynamic ensemble selection Pattern Recognit. 2008 1718 1731
-
(2008)
Pattern Recognit.
, pp. 1718-1731
-
-
Albert, H.R.1
Sabourin, R.2
Britto, J.3
-
3
-
-
35248848402
-
A new ensemble diversity measure applied to thinning ensembles
-
R.E. Banfield, L.O. Hall, K.W. Bowyer, W.P. Kegelmeyer, A new ensemble diversity measure applied to thinning ensembles, in: 4th International Workshop on Multiple Classifier Systems, 2003, pp. 306-316.
-
(2003)
4th International Workshop on Multiple Classifier Systems
, pp. 306-316
-
-
Banfield, R.E.1
Hall, L.O.2
Bowyer, K.W.3
Kegelmeyer, W.P.4
-
5
-
-
0037373275
-
Discovering genotypes underlying human phenotypes: Past successes for mendelian disease, future approaches for complex disease
-
D. Botstein, and N. Risch Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease Nat. Genet. 2003 228 237
-
(2003)
Nat. Genet.
, pp. 228-237
-
-
Botstein, D.1
Risch, N.2
-
6
-
-
80255137493
-
Hybrid intelligent system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and neural networks combined with a fuzzy system
-
O. Castillo, P. Melin, E. Ramirez, and J. Soria Hybrid intelligent system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and neural networks combined with a fuzzy system Expert Syst. Appl. 39 3 2013 2947 2955
-
(2013)
Expert Syst. Appl.
, vol.39
, Issue.3
, pp. 2947-2955
-
-
Castillo, O.1
Melin, P.2
Ramirez, E.3
Soria, J.4
-
7
-
-
0000521473
-
Ridge estimators in logistic regression
-
S. Cessie, and J.C. Houwelingen Ridge estimators in logistic regression Appl. Stat. 1992 191 201
-
(1992)
Appl. Stat.
, pp. 191-201
-
-
Cessie, S.1
Houwelingen, J.C.2
-
8
-
-
84865575666
-
Dynamic fusion method using localized generalization error model
-
P.K. Chan, D.S. Yeung, W.W.Y. Ng, C.M. Lin, and N.K. Liu Dynamic fusion method using localized generalization error model Inform. Sci. 2012 1 20
-
(2012)
Inform. Sci.
, pp. 1-20
-
-
Chan, P.K.1
Yeung, D.S.2
Ng, W.W.Y.3
Lin, C.M.4
Liu, N.K.5
-
9
-
-
84892945895
-
Combining instance information to classify bags
-
V. Cheplygina, D.M.J. Tax, M. Loog, Combining instance information to classify bags, in: Multiple Classifier Systems, 2013, pp. 13-24.
-
(2013)
Multiple Classifier Systems
, pp. 13-24
-
-
Cheplygina, V.1
Tax, D.M.J.2
Loog, M.3
-
10
-
-
37149011781
-
An alternative ranking problem for search engines
-
C. Cortes, M. Mohri, and A. Rastogi An alternative ranking problem for search engines Proc. WEA07 2007 1 21
-
(2007)
Proc. WEA07
, pp. 1-21
-
-
Cortes, C.1
Mohri, M.2
Rastogi, A.3
-
12
-
-
0031361611
-
Machine learning research: Four current directions
-
G. Dietterich Machine learning research: four current directions AI Mag. 1997 97 136
-
(1997)
AI Mag.
, pp. 97-136
-
-
Dietterich, G.1
-
13
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Y. Freund, and R.E. Schapire A decision-theoretic generalization of on-line learning and an application to boosting J. Comput. Syst. Sci. 1997 119 139
-
(1997)
J. Comput. Syst. Sci.
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
14
-
-
82255183031
-
An optimization method for designing type-2 fuzzy inference systems based on the footprint of uncertainty using genetic algorithms
-
D. Hidalgo, P. Melin, and O. Castillo An optimization method for designing type-2 fuzzy inference systems based on the footprint of uncertainty using genetic algorithms Expert Syst. Appl. 39 4 2012 4590 4598
-
(2012)
Expert Syst. Appl.
, vol.39
, Issue.4
, pp. 4590-4598
-
-
Hidalgo, D.1
Melin, P.2
Castillo, O.3
-
15
-
-
57049126268
-
Dynamic pharmacogenetic models in anticoagulation therapy
-
B. Homme, R. KK, and J. Valdes Dynamic pharmacogenetic models in anticoagulation therapy Clin. Lab. Med. 2008 539 552
-
(2008)
Clin. Lab. Med.
, pp. 539-552
-
-
Homme, B.1
Kk, R.2
Valdes, J.3
-
16
-
-
0020118274
-
Neural networks and physical systems with emergent collective computational abilities
-
J. Hopfield Neural networks and physical systems with emergent collective computational abilities Biophysics 1982 2554 2558
-
(1982)
Biophysics
, pp. 2554-2558
-
-
Hopfield, J.1
-
17
-
-
22944489890
-
Feature selection and classification model construction on type 2 diabetic patient's data
-
Y. Huang, P. McCullagh, N. Black, and R. Harper Feature selection and classification model construction on type 2 diabetic patient's data Adv. Data Min. 2005 153 162
-
(2005)
Adv. Data Min.
, pp. 153-162
-
-
Huang, Y.1
McCullagh, P.2
Black, N.3
Harper, R.4
-
18
-
-
15944383403
-
Gene-environment interactions in human diseases
-
D.J. Hunter Gene-environment interactions in human diseases Nat. Rev. Genet. 2005 287 298
-
(2005)
Nat. Rev. Genet.
, pp. 287-298
-
-
Hunter, D.J.1
-
22
-
-
0030356378
-
Majority vote of even and odd experts in a polychotomous choice situation
-
L. Lam, and C.Y. Suen Majority vote of even and odd experts in a polychotomous choice situation Theor. Decis. 1996 13 36
-
(1996)
Theor. Decis.
, pp. 13-36
-
-
Lam, L.1
Suen, C.Y.2
-
23
-
-
0031238275
-
Application of majority voting to pattern recognition: An analysis of its behavior and performance
-
L. Lam, and C.Y. Suen Application of majority voting to pattern recognition: an analysis of its behavior and performance IEEE Trans. Systems Man Cybernet. 1997 553 568
-
(1997)
IEEE Trans. Systems Man Cybernet.
, pp. 553-568
-
-
Lam, L.1
Suen, C.Y.2
-
24
-
-
84892918531
-
The link between multiple-instance learning and learning from only positive and unlabelled examples
-
Y. Li, D.M.J. Tax, R.P.W. Duin, M. Loog, The link between multiple-instance learning and learning from only positive and unlabelled examples, in: Multiple Classifier Systems, 2013, pp. 157-166.
-
(2013)
Multiple Classifier Systems
, pp. 157-166
-
-
Li, Y.1
Tax, D.M.J.2
Duin, R.P.W.3
Loog, M.4
-
25
-
-
84886462370
-
Generalized type-2 fuzzy logic in response integration of modular neural networks
-
G.E. Martinez, O. Mendoza, J.R. Castro, P. Melin, and O. Castillo Generalized type-2 fuzzy logic in response integration of modular neural networks IFSA/NAFIPS 2013 1331 1336
-
(2013)
IFSA/NAFIPS
, pp. 1331-1336
-
-
Martinez, G.E.1
Mendoza, O.2
Castro, J.R.3
Melin, P.4
Castillo, O.5
-
26
-
-
84878338280
-
A review on the applications of type-2 fuzzy logic in classification and pattern recognition
-
P. Melin, and O. Castillo A review on the applications of type-2 fuzzy logic in classification and pattern recognition Expert Syst. Appl. 40 13 2013 5413 5423
-
(2013)
Expert Syst. Appl.
, vol.40
, Issue.13
, pp. 5413-5423
-
-
Melin, P.1
Castillo, O.2
-
27
-
-
80052051031
-
Face recognition with an improved interval type-2 fuzzy logic sugeno integral and modular neural networks
-
P. Melin, O. Mendoza, and O. Castillo Face recognition with an improved interval type-2 fuzzy logic sugeno integral and modular neural networks IEEE Trans. Syst. Man Cybernet. - Part A: Syst. Hum. 41 6 2011 1001 1012
-
(2011)
IEEE Trans. Syst. Man Cybernet. - Part A: Syst. Hum.
, vol.41
, Issue.6
, pp. 1001-1012
-
-
Melin, P.1
Mendoza, O.2
Castillo, O.3
-
30
-
-
82955197446
-
Combining classifiers: From the creation of ensembles to the decision fusion
-
M. Ponti, Combining classifiers: from the creation of ensembles to the decision fusion, in: 24th SIBGRAPI Conference, 2011, pp. 1-10.
-
(2011)
24th SIBGRAPI Conference
, pp. 1-10
-
-
Ponti, M.1
-
31
-
-
85046712465
-
An improved data mining model to predict the occurrence of type-2 diabetes using neural network
-
S. Priya, R.R. Rajalaxmi, An improved data mining model to predict the occurrence of type-2 diabetes using neural network, in: IJCA Proceedings on International Conference in Recent Trends in Computational Methods, Communication and Controls, 2012, pp. 26-30.
-
(2012)
IJCA Proceedings on International Conference in Recent Trends in Computational Methods, Communication and Controls
, pp. 26-30
-
-
Priya, S.1
Rajalaxmi, R.R.2
-
32
-
-
0002900357
-
The case against accuracy estimation for comparing induction algorithms
-
F.J. Provost, T. Fawcett, R. Kohavi, The case against accuracy estimation for comparing induction algorithms, in: Proceedings of ICML 98, 1998, pp. 445-453.
-
(1998)
Proceedings of ICML 98
, pp. 445-453
-
-
Provost, F.J.1
Fawcett, T.2
Kohavi, R.3
-
34
-
-
27244453282
-
The behavior knowledge space fusion method: Analysis of generalization error and strategies for performance improvement
-
S. Raudys, F. Roli, The behavior knowledge space fusion method: analysis of generalization error and strategies for performance improvement, in: Proc. Int. Workshop on Multiple Classifier Systems, 2003, pp. 55-64.
-
(2003)
Proc. Int. Workshop on Multiple Classifier Systems
, pp. 55-64
-
-
Raudys, S.1
Roli, F.2
-
35
-
-
0024111497
-
Using the ADAP learning algorithm to forecast the onset of diabetes mellitus
-
J.W. Smith, J.E. Everhart, W.C. Dickson, W.C. Knowler, R.S. Johannes, Using the ADAP learning algorithm to forecast the onset of diabetes mellitus, in: Proceedings of the Symposium on Computer Applications and Medical Care, 1988, pp. 261-265.
-
(1988)
Proceedings of the Symposium on Computer Applications and Medical Care
, pp. 261-265
-
-
Smith, J.W.1
Everhart, J.E.2
Dickson, W.C.3
Knowler, W.C.4
Johannes, R.S.5
-
36
-
-
84883602327
-
An early detection method of type-2 diabetes mellitus in public hospital
-
B. Tama, and F. Rodiyatul An early detection method of type-2 diabetes mellitus in public hospital Telkomnika 2010 287 294
-
(2010)
Telkomnika
, pp. 287-294
-
-
Tama, B.1
Rodiyatul, F.2
-
38
-
-
0000459353
-
The lack of a priori distinctions between learning algorithms
-
D.H. Wolpert The lack of a priori distinctions between learning algorithms Neural Comput. 1996 1341 1390
-
(1996)
Neural Comput.
, pp. 1341-1390
-
-
Wolpert, D.H.1
-
39
-
-
0026860706
-
Methods of combining multiple classifiers and their applications to handwriting recognition
-
L. Xu, A. Kryzak, and C.Y. Suen Methods of combining multiple classifiers and their applications to handwriting recognition IEEE Trans. Syst. Man Cybernet. 1992 418 435
-
(1992)
IEEE Trans. Syst. Man Cybernet.
, pp. 418-435
-
-
Xu, L.1
Kryzak, A.2
Suen, C.Y.3
-
40
-
-
85024373635
-
A re-examination of text categorization methods
-
Y. Yang, and X. Liu A re-examination of text categorization methods SIGIR 1999 42 49
-
(1999)
SIGIR
, pp. 42-49
-
-
Yang, Y.1
Liu, X.2
-
41
-
-
74849121400
-
A novel dynamic fusion method using localized generalization error model
-
D.S. Yeung, P.P.K. Chan, A novel dynamic fusion method using localized generalization error model, in: IEEE International Conference on Systems, Man and Cybernetics, 2009, pp. 623-628.
-
(2009)
IEEE International Conference on Systems, Man and Cybernetics
, pp. 623-628
-
-
Yeung, D.S.1
Chan, P.P.K.2
|