-
1
-
-
48749119635
-
Effective and efficient classification on a search-engine model
-
Anagnostopoulos A, Broder A, Punera K (2008) Effective and efficient classification on a search-engine model. Knowl Inf Syst 16(2): 129-154.
-
(2008)
Knowl Inf Syst
, vol.16
, Issue.2
, pp. 129-154
-
-
Anagnostopoulos, A.1
Broder, A.2
Punera, K.3
-
3
-
-
0036568032
-
On the learnability and design of output codes for multiclass problems
-
Crammer K, Singer Y (2002) On the learnability and design of output codes for multiclass problems. Mach Learn 47: 201-233.
-
(2002)
Mach Learn
, vol.47
, pp. 201-233
-
-
Crammer, K.1
Singer, Y.2
-
5
-
-
50949133669
-
LIBLINEAR: a library for large linear classification
-
Fan R-E, Chang K-W, Hsieh C-J, Wang X-R, Lin C-J (2008) LIBLINEAR: a library for large linear classification. J Mach Learn Res 9: 1871-1874.
-
(2008)
J Mach Learn Res
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
6
-
-
2942731012
-
An extensive empirical study of feature selection metrics for text classification
-
Forman G (2003) An extensive empirical study of feature selection metrics for text classification. J Mach Learn Res (JMLR) 3: 1289-1305.
-
(2003)
J Mach Learn Res (JMLR)
, vol.3
, pp. 1289-1305
-
-
Forman, G.1
-
8
-
-
14344259210
-
Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with c4.5
-
Gabrilovich E, Markovitch S (2004) Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with c4. 5. In: The 21st international conference on machine learning (ICML). pp 321-328.
-
(2004)
The 21st international conference on machine learning (ICML)
, pp. 321-328
-
-
Gabrilovich, E.1
Markovitch, S.2
-
10
-
-
76749092270
-
The WEKA data mining software: an update
-
Hall M, Frank E, Holmes G, Pfahringer B, Reutemann P, Witten IH (2009) The WEKA data mining software: an update. SIGKDD Explor 11(1): 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
-
16
-
-
22944460214
-
-
G. Webb and X. Yu (Eds.) AI 2004, LNAI 3339, Berlin: Springer
-
Kibriya AM, Frank E, Pfahringer B, Holmes G (2004) Multinomial Naive Bayes for text categorization revisited. In: Webb G, Yu X (eds) AI 2004, LNAI 3339. Springer, Berlin, pp 488-499.
-
(2004)
Multinomial Naive Bayes for text categorization revisited
, pp. 488-499
-
-
Kibriya, A.M.1
Frank, E.2
Pfahringer, B.3
Holmes, G.4
-
17
-
-
84876811202
-
RCV1: a new benchmark collection for text categorization
-
Lewis DD, Yang Y, Rose T, Li F (2004) RCV1: a new benchmark collection for text categorization. J Mach Learn Res 5: 361-397.
-
(2004)
J Mach Learn Res
, vol.5
, pp. 361-397
-
-
Lewis, D.D.1
Yang, Y.2
Rose, T.3
Li, F.4
-
18
-
-
34250091945
-
Learning quickly when irrelevant attributes are abound: a new linear threshold algorithm
-
Littlestone N (1988) Learning quickly when irrelevant attributes are abound: a new linear threshold algorithm. Mach Learn 2: 285-318.
-
(1988)
Mach Learn
, vol.2
, pp. 285-318
-
-
Littlestone, N.1
-
24
-
-
85141280473
-
A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts
-
Pang B, Lee L (2004) A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts. In: Proceedings of the ACL.
-
(2004)
Proceedings of the ACL
-
-
Pang, B.1
Lee, L.2
-
25
-
-
33744584654
-
Induction of decision trees
-
Quinlan JR (1986) Induction of decision trees. Mach Learn 1: 81-106.
-
(1986)
Mach Learn
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
30
-
-
45549117987
-
Term-weighting approaches in automatic text retrieval
-
Salton G, Buckley C (1988) Term-weighting approaches in automatic text retrieval. Inf Process Manag 24(5): 513-523.
-
(1988)
Inf Process Manag
, vol.24
, Issue.5
, pp. 513-523
-
-
Salton, G.1
Buckley, C.2
-
31
-
-
0002442796
-
Machine learning in automated text categorization
-
Sebastiani F (2002) Machine learning in automated text categorization. ACM Comput Surv 34: 1-47.
-
(2002)
ACM Comput Surv
, vol.34
, pp. 1-47
-
-
Sebastiani, F.1
-
32
-
-
67349109407
-
Using wikipedia knowledge to improve text classification
-
Wang P, Hu J, Zeng H-J, Chen Z (2009) Using wikipedia knowledge to improve text classification. Knowl Inf Syst 19(3): 265-281.
-
(2009)
Knowl Inf Syst
, vol.19
, Issue.3
, pp. 265-281
-
-
Wang, P.1
Hu, J.2
Zeng, H.-J.3
Chen, Z.4
-
35
-
-
79951508198
-
An information gain-based approach for recommending useful product reviews
-
doi: 10. 1007/s10115-010-0287-y
-
Zhang R, Tran T (2010) An information gain-based approach for recommending useful product reviews. Knowl Inf Syst. doi: 10. 1007/s10115-010-0287-y.
-
(2010)
Knowl Inf Syst
-
-
Zhang, R.1
Tran, T.2
|