-
1
-
-
79951829331
-
Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework
-
AlcalÃ-Fdez, J., Fernandez, A., Luengo, J., Derrac, J., Garca, S., Snchez, L., Herrera, F.: Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework. J. Multiple-Valued Logic Soft Comput. 17(2-3), 255–287 (2011)
-
(2011)
J. Multiple-Valued Logic Soft Comput.
, vol.17
, Issue.2-3
, pp. 255-287
-
-
AlcalÃ-Fdez, J.1
Fernandez, A.2
Luengo, J.3
Derrac, J.4
Garca, S.5
Snchez, L.6
Herrera, F.7
-
3
-
-
0032645080
-
An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
-
Bauer, E., Kohavi, R.: An empirical comparison of voting classification algorithms: Bagging, boosting, and variants. Mach. learn. 36(1-2), 105–139 (1999)
-
(1999)
Mach. learn.
, vol.36
, Issue.1-2
, pp. 105-139
-
-
Bauer, E.1
Kohavi, R.2
-
7
-
-
84996478180
-
Semi-supervised Learning, Chap. Graph-Based Methods
-
Chapelle, O., Scholkopf, B., Zien, A.: Semi-supervised Learning, Chap. Graph-Based Methods. The MIT Press (2006)
-
(2006)
The MIT Press
-
-
Chapelle, O.1
Scholkopf, B.2
Zien, A.3
-
8
-
-
33751284876
-
An Introduction to Support Vector Machines and other kernel-based learning methods
-
Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and other kernel-based learning methods. Cambridge University Press (2000)
-
(2000)
Cambridge University Press
-
-
Cristianini, N.1
Shawe-Taylor, J.2
-
9
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
Demṡar, J.: Statistical comparisons of classifiers over multiple data sets. J. Mach. Learn. Res. 7, 1–30 (2006)
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 1-30
-
-
Demṡar, J.1
-
10
-
-
63849276558
-
One-class support vector machines for protein-protein interactions prediction
-
Deris, S., Alashwal, H., Othman, M.: One-class support vector machines for protein-protein interactions prediction. Int. J. Biol. Med. Sci. 1(2), 120–127 (2006)
-
(2006)
Int. J. Biol. Med. Sci.
, vol.1
, Issue.2
, pp. 120-127
-
-
Deris, S.1
Alashwal, H.2
Othman, M.3
-
11
-
-
84889807780
-
Classification performance of rank aggregation techniques for ensemble gene selection
-
Dittman, D.J., Khoshgoftaar, T.M., Wald, R., Napolitano, A.: Classification performance of rank aggregation techniques for ensemble gene selection. In: The Twenty-Sixth International FLAIRS Conference (2013)
-
(2013)
The Twenty-Sixth International FLAIRS Conference
-
-
Dittman, D.J.1
Khoshgoftaar, T.M.2
Wald, R.3
Napolitano, A.4
-
12
-
-
85049919974
-
Rank aggregation methods for the web
-
Dwork, C., Kumar, R., Naor, M., Sivakumar, D.: Rank aggregation methods for the web. In: Proceedings of the 10th international conference on World Wide Web, pp. 613–622. ACM (2001)
-
(2001)
Proceedings of the 10th international conference on World Wide Web, pp. 613–622. ACM
-
-
Dwork, C.1
Kumar, R.2
Naor, M.3
Sivakumar, D.4
-
13
-
-
33645917058
-
C., P. Anderson, R., Dud?k, M., Ferrier, S., Guisan, A., J. Hijmans, R., Huettmann, F., R. Leathwick, J., Lehmann, A., Li, J., G. Lohmann, L., A. Loiselle, B., Manion, G., Moritz
-
Elith*, J., H. Graham*, C., P. Anderson, R., Dud?k, M., Ferrier, S., Guisan, A., J. Hijmans, R., Huettmann, F., R. Leathwick, J., Lehmann, A., Li, J., G. Lohmann, L., A. Loiselle, B., Manion, G., Moritz, C., Nakamura, M., Nakazawa, Y., McC. M. Overton, J., Townsend Peterson, A., J. Phillips, S., Richardson, K., Scachetti-Pereira, R., E. Schapire, R., Sober?n, J., Williams, S., S. Wisz, M., E. Zimmermann, N.: Novel methods improve prediction of species? distributions from occurrence data. Ecography 29 (2), 129–151 (2006). doi:10.1111/j.2006.0906-7590.04596.x
-
(2006)
C., Nakamura, M., Nakazawa, Y., McC. M. Overton, J., Townsend Peterson, A., J. Phillips, S., Richardson, K., Scachetti-Pereira, R., E. Schapire, R., Sober?n, J., Williams, S., S. Wisz, M., E. Zimmermann, N.: Novel methods improve prediction of species? distributions from occurrence data. Ecography
, vol.29
, Issue.2
, pp. 129-151
-
-
Elith*, J.1
Graham*, H.2
-
14
-
-
85065703189
-
Correlation-based feature selection for discrete and numeric class machine learning
-
Hall, M.: Correlation-based feature selection for discrete and numeric class machine learning. In: Proceedings 17th International Conference Machine Learning, pp. 359–366 (2000)
-
(2000)
Proceedings 17th International Conference Machine Learning
, pp. 359-366
-
-
Hall, M.1
-
15
-
-
76749092270
-
The weka data mining software: an update
-
Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: an update. SIGKDD Explor. Newsl. 11(1), 10–18 (2009). doi:10.1145/1656274.1656278
-
(2009)
SIGKDD Explor. Newsl.
, 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
-
16
-
-
84864039505
-
Laplacian score for feature selection
-
He, X., Cai, D., Niyogi, P.: Laplacian score for feature selection. In: NIPS, Vol. 186, p. 189 (2005)
-
(2005)
NIPS, Vol. 186
, pp. 189
-
-
He, X.1
Cai, D.2
Niyogi, P.3
-
17
-
-
8644228268
-
Locality preserving projections
-
He, X., Niyogi, P.: Locality preserving projections. In: NIPS, Vol. 16, pp. 234–241 (2003)
-
(2003)
NIPS, Vol. 16
, pp. 234-241
-
-
He, X.1
Niyogi, P.2
-
18
-
-
33750522220
-
Kernel pca for novelty detection
-
Hoffmann, H.: Kernel pca for novelty detection. Patt. Recogn. 40(3), 863–874 (2007)
-
(2007)
Patt. Recogn.
, vol.40
, Issue.3
, pp. 863-874
-
-
Hoffmann, H.1
-
19
-
-
84871796591
-
A new feature selection method for one-class classification problems. Systems, Man, and Cybernetics, Part C: Applications and Reviews
-
Jeong, Y.S., Kang, I.H., Jeong, M.K., Kong, D.: A new feature selection method for one-class classification problems. Systems, Man, and Cybernetics, Part C: Applications and Reviews. IEEE Trans. 42(6), 1500–1509 (2012)
-
(2012)
IEEE Trans.
, vol.42
, Issue.6
, pp. 1500-1509
-
-
Jeong, Y.S.1
Kang, I.H.2
Jeong, M.K.3
Kong, D.4
-
20
-
-
78650080782
-
A survey of recent trends in one class classification
-
Khan, S.S., Madden, M.G.: A survey of recent trends in one class classification. Artif. Intell. Cogn. Sci. 6206, 188–197 (2010)
-
(2010)
Artif. Intell. Cogn. Sci.
, vol.6206
, pp. 188-197
-
-
Khan, S.S.1
Madden, M.G.2
-
21
-
-
84859339218
-
On feature selection with principal component analysis for one-class svm
-
Lian, H.: On feature selection with principal component analysis for one-class svm. Pattern Recogn. Lett. 33(9), 1027–1031 (2012)
-
(2012)
Pattern Recogn. Lett.
, vol.33
, Issue.9
, pp. 1027-1031
-
-
Lian, H.1
-
22
-
-
84887838228
-
Feature Extraction, Construction and Selection - A Data Mining Perspective
-
Liu, H., Motoda, H.: Feature Extraction, Construction and Selection - A Data Mining Perspective. Kluwer Academic Publishers (1998)
-
(1998)
Kluwer Academic Publishers
-
-
Liu, H.1
Motoda, H.2
-
23
-
-
80052872551
-
Feature selection : An ever evolving frontier in data mining
-
Liu, H., Motoda, H., Setiono, R., Zhao, Z.: Feature selection: An ever evolving frontier in data mining. Knowl. Creat. Diffus. Utilization 4, 4–13 (2010)
-
(2010)
Knowl. Creat. Diffus. Utilization
, vol.4
, pp. 4-13
-
-
Liu, H.1
Motoda, H.2
Setiono, R.3
Zhao, Z.4
-
24
-
-
17044405923
-
Toward integrating feature selection algorithms for classification and clustering
-
Liu, H., Yu, L.: Toward integrating feature selection algorithms for classification and clustering. IEEE Trans. Knowl. Data Eng. 17(4), 491–502 (2005)
-
(2005)
IEEE Trans. Knowl. Data Eng.
, vol.17
, Issue.4
, pp. 491-502
-
-
Liu, H.1
Yu, L.2
-
25
-
-
79151479371
-
Comparing machine learning classifiers in potential distribution modelling
-
Lorena, A.C., Jacintho, L.F.O., Siqueira, M.F., Giovanni, R., Lohmann, L.G., Carvalho, A.C.P.L.F., Yamamoto, M.: Comparing machine learning classifiers in potential distribution modelling. Expert Syst. Appl. 38, 5268–5275 (2011)
-
(2011)
Expert Syst. Appl.
, vol.38
, pp. 5268-5275
-
-
Lorena, A.C.1
Jacintho, L.F.O.2
Siqueira, M.F.3
Giovanni, R.4
Lohmann, L.G.5
Carvalho, A.C.P.L.F.6
Yamamoto, M.7
-
26
-
-
84953288068
-
Seleo de atributos em problemas de classificao com uma nica classe [in portuguese]
-
Lorena, L.H.N, De Carvalho, A.C.P.L.F., Lorena, A.C.: Seleo de atributos em problemas de classificao com uma nica classe [in portuguese]. In: X Encontro Nacional de Inteligncia Artificial e Computacional (ENIAC), pp. 1–11 (2013)
-
(2013)
X Encontro Nacional de Inteligncia Artificial e Computacional (ENIAC)
, pp. 1-11
-
-
Lorena, L.H.N.1
De Carvalho, A.C.P.L.F.2
Lorena, A.C.3
-
27
-
-
0036522403
-
Unsupervised feature selection using feature similarity
-
Mitra, P., Murthy, C.A., Pal, S.: Unsupervised feature selection using feature similarity. IEEE Trans. Pattern Anal. Mach. Intell. 24(3), 301–312 (2002)
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, Issue.3
, pp. 301-312
-
-
Mitra, P.1
Murthy, C.A.2
Pal, S.3
-
28
-
-
84879169499
-
A feature selection-based ensemble method for arrhythmia classification
-
Namsrai, E., Munkhdalai, T., Li, M., Shin, J.H., Namsrai, O.E., Ryu, K.H.: A feature selection-based ensemble method for arrhythmia classification. JIPS 9(1), 31–40 (2013)
-
(2013)
JIPS
, vol.9
, Issue.1
, pp. 31-40
-
-
Namsrai, E.1
Munkhdalai, T.2
Li, M.3
Shin, J.H.4
Namsrai, O.E.5
Ryu, K.H.6
-
29
-
-
0041875229
-
On spectral clustering analysis and an algorithm. Proceedings of Advances in Neural Information Processing Systems
-
Ng, A.Y., Jordan, M.I., Weiss, Y.: On spectral clustering analysis and an algorithm. Proceedings of Advances in Neural Information Processing Systems. Cambridge, MA: MIT Press 14, 849–856 (2001)
-
(2001)
Cambridge, MA: MIT Press
, vol.14
, pp. 849-856
-
-
Ng, A.Y.1
Jordan, M.I.2
Weiss, Y.3
-
30
-
-
84893296219
-
A review of novelty detection
-
Pimentel, M.A., Clifton, D.A., Clifton, L., Tarassenko, L.: A review of novelty detection. Sig. Process. 99(0), 215–249 (2014)
-
(2014)
Sig. Process.
, vol.99
, pp. 215-249
-
-
Pimentel, M.A.1
Clifton, D.A.2
Clifton, L.3
Tarassenko, L.4
-
32
-
-
48249133726
-
Combining one-class classification models based on diverse biological data for prediction of protein-protein interactions
-
Reyes, J., Gilbert, D.: Combining one-class classification models based on diverse biological data for prediction of protein-protein interactions. In: Data Integration in the Life Sciences, Lecture Notes in Computer Science, Vol. 5109, pp. 177–191. Springer Berlin Heidelberg (2008)
-
(2008)
Data Integration in the Life Sciences, Lecture Notes in Computer Science, Vol. 5109, pp. 177–191. Springer Berlin Heidelberg
-
-
Reyes, J.1
Gilbert, D.2
-
33
-
-
84861111603
-
Prediction of protein-protein interactions using one-class classification methods and integrating diverse data
-
Reyes, J.A., Gilbert, D.: Prediction of protein-protein interactions using one-class classification methods and integrating diverse data. J. Integr. Bioinforma. 4(3), 77 (2007)
-
(2007)
J. Integr. Bioinforma.
, vol.4
, Issue.3
, pp. 77
-
-
Reyes, J.A.1
Gilbert, D.2
-
34
-
-
0000487102
-
Estimating the support of a high-dimensional distribution
-
Scholkopf, B., Plattz, J.C., Shawe-Taylory, J., Smolax, A.J., Williamson, R.C.: Estimating the support of a high-dimensional distribution. Neural Comput. 13(7), 1443–1471 (2001)
-
(2001)
Neural Comput.
, vol.13
, Issue.7
, pp. 1443-1471
-
-
Scholkopf, B.1
Plattz, J.C.2
Shawe-Taylory, J.3
Smolax, A.J.4
Williamson, R.C.5
-
35
-
-
84875672083
-
Support vector machine based fault detection & classification in smart grids
-
Shahid, N., Aleem, S., Naqvi, I.H., Zaffar, N.: Support vector machine based fault detection & classification in smart grids. In: Globecom Workshops (GC Wkshps), 2012 IEEE, pp. 1526–1531. IEEE (2012)
-
(2012)
Globecom Workshops (GC Wkshps), 2012 IEEE, pp. 1526–1531. IEEE
-
-
Shahid, N.1
Aleem, S.2
Naqvi, I.H.3
Zaffar, N.4
-
36
-
-
84953340087
-
Feature selection ensemble
-
Shen, Q., Diao, R., Su, P.: Feature selection ensemble. In: A. Voronkov (ed.) Turing-100, EPiC Series, Vol. 10, pp. 289–306. EasyChair (2012)
-
(2012)
A. Voronkov (ed.) Turing-100, EPiC Series, Vol. 10, pp. 289–306. EasyChair
-
-
Shen, Q.1
Diao, R.2
Su, P.3
-
37
-
-
14044252742
-
One-class support vector machines-an application in machine fault detection and classification
-
Shin, H.J., Eom, D.H., Kim, S.S.: One-class support vector machines-an application in machine fault detection and classification. Comput. Ind. Eng. 48(2), 395–408 (2005). doi:10.1016/j.cie.2005.01.009
-
(2005)
Comput. Ind. Eng.
, vol.48
, Issue.2
, pp. 395-408
-
-
Shin, H.J.1
Eom, D.H.2
Kim, S.S.3
-
38
-
-
84897728945
-
Comparing one and two class classification methods for multiple fault detection on an induction motor
-
Smart, E., Brown, D.J., Axel-Berg, L.: Comparing one and two class classification methods for multiple fault detection on an induction motor. In: ISIEA, 2013 IEEE Symposium on (2013)
-
(2013)
ISIEA, 2013 IEEE Symposium on
-
-
Smart, E.1
Brown, D.J.2
Axel-Berg, L.3
-
42
-
-
10444238133
-
Diversity in search strategies for ensemble feature selection
-
Tsymbal, A., Pechenizkiy, M., Cunningham, P.: Diversity in search strategies for ensemble feature selection. Inf. fusion 6(1), 83–98 (2005)
-
(2005)
Inf. fusion
, vol.6
, Issue.1
, pp. 83-98
-
-
Tsymbal, A.1
Pechenizkiy, M.2
Cunningham, P.3
-
43
-
-
0038137315
-
Ensemble feature selection with the simple bayesian classification
-
Tsymbal, A., Puuronen, S., Patterson, D.W.: Ensemble feature selection with the simple bayesian classification. Information Fusion 4(2), 87–100 (2003)
-
(2003)
Information Fusion
, vol.4
, Issue.2
, pp. 87-100
-
-
Tsymbal, A.1
Puuronen, S.2
Patterson, D.W.3
-
44
-
-
57649171566
-
An evaluation of dimension reduction techniques for one-class classification
-
Villalba, S.D., Cunningham, P.: An evaluation of dimension reduction techniques for one-class classification. Artif. Intell. Rev. 27(4), 273–294 (2007)
-
(2007)
Artif. Intell. Rev.
, vol.27
, Issue.4
, pp. 273-294
-
-
Villalba, S.D.1
Cunningham, P.2
-
45
-
-
84868319284
-
An extensive comparison of feature ranking aggregation techniques in bioinformatics
-
Wald, R., Khoshgoftaar, T.M., Dittman, D., Awada, W., Napolitano, A.: An extensive comparison of feature ranking aggregation techniques in bioinformatics. In: Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on, pp. 377–384. IEEE (2012)
-
(2012)
Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on, pp. 377–384. IEEE
-
-
Wald, R.1
Khoshgoftaar, T.M.2
Dittman, D.3
Awada, W.4
Napolitano, A.5
-
46
-
-
70350461904
-
A new ensemble feature selection and its application to pattern classification
-
Zhang, D., Wang, Y.: A new ensemble feature selection and its application to pattern classification. J. Control Theory Appl. 7(4), 419–426 (2009)
-
(2009)
J. Control Theory Appl.
, vol.7
, Issue.4
, pp. 419-426
-
-
Zhang, D.1
Wang, Y.2
|