-
1
-
-
34248582408
-
A co-evolving decision tree classification method
-
DOI 10.1016/j.eswa.2006.08.008, PII S095741740600251X
-
M.J. Aitkenhead A co-evolving decision tree classification method Expert Systems with Applications 34 2008 18 25 (Pubitemid 46756234)
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.1
, pp. 18-25
-
-
Aitkenhead, M.J.1
-
2
-
-
79952446941
-
Classsification by clustering decision tree-like classifier based on adjusted clusters
-
B. Aviad, and G. Roy Classsification by clustering decision tree-like classifier based on adjusted clusters Expert Systems with Applications 38 2011 8220 8228
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 8220-8228
-
-
Aviad, B.1
Roy, G.2
-
3
-
-
69249217931
-
Effective solution for unhandled exception in decision tree induction algorithms
-
S.A.A. Balamurugan, and R. Rajaram Effective solution for unhandled exception in decision tree induction algorithms Expert Systems with Applications 36 2009 12113 12119
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 12113-12119
-
-
Balamurugan, S.A.A.1
Rajaram, R.2
-
5
-
-
84859906955
-
A method for classification of network traffic based on C5.0 machine learning algorithm
-
Bujlow, T., Riaz, M.T., & Pedersen, J.M. (2012). A method for classification of network traffic based on C5.0 machine learning algorithm. In Proc. of the International Conference on Computing, Networking and Communications (ICNC) (pp. 237-241).
-
(2012)
Proc. of the International Conference on Computing, Networking and Communications (ICNC)
, pp. 237-241
-
-
Bujlow, T.1
Riaz, M.T.2
Pedersen, J.M.3
-
6
-
-
78049527555
-
Robust approach for estimating probabilities in naïve Bayesian classifier for gene expression data
-
B. Chandra, and M. Gupta Robust approach for estimating probabilities in naïve Bayesian classifier for gene expression data Expert Systems with Applications 38 2011 1293 1298
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 1293-1298
-
-
Chandra, B.1
Gupta, M.2
-
7
-
-
59149084385
-
Moving towards efficient decision tree construction
-
B. Chandra, and P. Paul Varghese Moving towards efficient decision tree construction Information Sciences 179 2009 1059 1069
-
(2009)
Information Sciences
, vol.179
, pp. 1059-1069
-
-
Chandra, B.1
Paul Varghese, P.2
-
10
-
-
56349142600
-
Using decision trees to summarize associative classification rules
-
Y.-L. Chen, and L.T.-H. Hung Using decision trees to summarize associative classification rules Expert Systems with Applications 36 2009 2338 2351
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 2338-2351
-
-
Chen, Y.-L.1
Hung, L.T.-H.2
-
11
-
-
77957842425
-
Partition-conditional ICA for Bayesian classification of microarray data
-
L. Fan, K.-L. Poh, and P. Zhou Partition-conditional ICA for Bayesian classification of microarray data Expert Systems with Applications 37 2010 8188 8192
-
(2010)
Expert Systems with Applications
, vol.37
, pp. 8188-8192
-
-
Fan, L.1
Poh, K.-L.2
Zhou, P.3
-
13
-
-
78651535903
-
Anomaly network intrusion detection based on improved self adaptive Bayesian algorithm
-
D.M. Farid, and M.Z. Rahman Anomaly network intrusion detection based on improved self adaptive Bayesian algorithm Journal of Computers 5 2010 23 31
-
(2010)
Journal of Computers
, vol.5
, pp. 23-31
-
-
Farid, D.M.1
Rahman, M.Z.2
-
15
-
-
84878825414
-
An adaptive ensemble classifier for mining concept drifting data streams
-
D.M. Farid, L. Zhang, A. Hossain, C.M. Rahman, R. Strachan, and G. Sexton An adaptive ensemble classifier for mining concept drifting data streams Expert Systems with Applications 40 2013 5895 5906
-
(2013)
Expert Systems with Applications
, vol.40
, pp. 5895-5906
-
-
Farid, D.M.1
Zhang, L.2
Hossain, A.3
Rahman, C.M.4
Strachan, R.5
Sexton, G.6
-
18
-
-
76749092270
-
The weka data mining software: An update
-
Accessed 29.07.2013
-
Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., & Witten, I.H. (2009). The weka data mining software: An update. SIGKDD Explorations, 11. http://www.cs.waikato.ac.nz/ml/weka/. Accessed 29.07.2013.
-
(2009)
SIGKDD Explorations
, vol.11
-
-
Hall, M.1
Frank, E.2
Holmes, G.3
Pfahringer, B.4
Reutemann, P.5
Witten, I.H.6
-
20
-
-
49349117698
-
Mining supervised classification performance studies: A meta-analytic investigation
-
A. Jamain, and D.J. Hand Mining supervised classification performance studies: A meta-analytic investigation Journal of Classification 25 2008 87 112
-
(2008)
Journal of Classification
, vol.25
, pp. 87-112
-
-
Jamain, A.1
Hand, D.J.2
-
21
-
-
84865209539
-
A network intrusion detection system based on a hidden naïve Bayes multiclass classifier
-
L. Koc, T.A. Mazzuchi, and S. Sarkani A network intrusion detection system based on a hidden naïve Bayes multiclass classifier Expert Systems with Applications 39 2012 13492 13500
-
(2012)
Expert Systems with Applications
, vol.39
, pp. 13492-13500
-
-
Koc, L.1
Mazzuchi, T.A.2
Sarkani, S.3
-
22
-
-
77957854582
-
Automatically computed document dependent weighting factor facility for na"Ive Bayes classification
-
L.H. Lee, and D. Isa Automatically computed document dependent weighting factor facility for na"Ive Bayes classification Expert Systems with Applications 37 2010 8471 8478
-
(2010)
Expert Systems with Applications
, vol.37
, pp. 8471-8478
-
-
Lee, L.H.1
Isa, D.2
-
23
-
-
84861200365
-
Data mining techniques and applications - A decade review from 2000 to 2011
-
S.-H. Liao, P.-H. Chu, and P.-Y. Hsiao Data mining techniques and applications - a decade review from 2000 to 2011 Expert Systems with Applications 39 2012 11303 11311
-
(2012)
Expert Systems with Applications
, vol.39
, pp. 11303-11311
-
-
Liao, S.-H.1
Chu, P.-H.2
Hsiao, P.-Y.3
-
24
-
-
0031312210
-
Split selection methods for classification tree
-
W.Y. Loh, and X. Shih Split selection methods for classification tree Statistica Sininca 7 1997 815 840
-
(1997)
Statistica Sininca
, vol.7
, pp. 815-840
-
-
Loh, W.Y.1
Shih, X.2
-
25
-
-
85019691440
-
Testing intrusion detection systems: A critique of the 1998 and 1999 darpa intrusion detection system evaluations as performed by lincoln laboratory
-
J. McHugh Testing intrusion detection systems: a critique of the 1998 and 1999 darpa intrusion detection system evaluations as performed by lincoln laboratory ACM Transaction on Information and System Security 3 2000 262 294
-
(2000)
ACM Transaction on Information and System Security
, vol.3
, pp. 262-294
-
-
McHugh, J.1
-
26
-
-
56349094668
-
Application of data mining techniques in customer relationship management: A literature review and classification review article
-
E.W.T. Ngai, L. Xiu, and D.C.K. Chau Application of data mining techniques in customer relationship management: A literature review and classification review article Expert Systems with Applications 36 2009 2592 2602
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 2592-2602
-
-
Ngai, E.W.T.1
Xiu, L.2
Chau, D.C.K.3
-
27
-
-
56349133338
-
A novel hybrid intelligent method based on C4.5 decision tree classifier and one-against-all approach for multi-class classification problems
-
K. Polat, and S. Gunes A novel hybrid intelligent method based on C4.5 decision tree classifier and one-against-all approach for multi-class classification problems Expert Systems with Applications 36 2009 1587 1592
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 1587-1592
-
-
Polat, K.1
Gunes, S.2
-
28
-
-
33744584654
-
Induction of decision tree
-
J.R. Quinlan Induction of decision tree Machine Learning 1 1986 81 106
-
(1986)
Machine Learning
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
31
-
-
77950575061
-
A detailed analysis of the KDD CUP 99 data set
-
Tavallaee, M., Bagheri, E., Lu, W., & Ghorbani, A.A. (2009). A detailed analysis of the KDD CUP 99 data set. In Proc. of the 2nd IEEE Int. Conf. on Computational Intelligence in Security and Defense Applications (pp. 53-58).
-
(2009)
Proc. of the 2nd IEEE Int. Conf. on Computational Intelligence in Security and Defense Applications
, pp. 53-58
-
-
Tavallaee, M.1
Bagheri, E.2
Lu, W.3
Ghorbani, A.A.4
-
32
-
-
0000865580
-
Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
-
D. Turney Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm Journal of Artificial Intelligence Research 1995 369 409
-
(1995)
Journal of Artificial Intelligence Research
, pp. 369-409
-
-
Turney, D.1
-
33
-
-
77952642202
-
Incremental induction of decision trees
-
P.E. Utgoff Incremental induction of decision trees Machine Learning 4 1989 161 186
-
(1989)
Machine Learning
, vol.4
, pp. 161-186
-
-
Utgoff, P.E.1
-
35
-
-
84859435884
-
Job performance prediction in a call center using a naïve Bayes classifier
-
M.A. Valle, S. Varas, and G.A. Ruz Job performance prediction in a call center using a naïve Bayes classifier Expert Systems with Applications 39 2012 9939 9945
-
(2012)
Expert Systems with Applications
, vol.39
, pp. 9939-9945
-
-
Valle, M.A.1
Varas, S.2
Ruz, G.A.3
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