-
2
-
-
0029195475
-
On the exponential value of labeled samples
-
Castelli, V. & Cover, T.M. (1995). On the exponential value of labeled samples. Pattern Recognition Letters, 16(1), 105-111.
-
(1995)
Pattern Recognition Letters
, vol.16
, Issue.1
, pp. 105-111
-
-
Castelli, V.1
Cover, T.M.2
-
3
-
-
0002607026
-
Bayesian classification (AutoClass): Theory and results
-
U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy (Eds.), MIT Press
-
Cheeseman, P. & Stutz, J. (1996). Bayesian classification (AutoClass): Theory and results. In U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy (Eds.), Advances in knowledge discovery and data mining. MIT Press.
-
(1996)
Advances in Knowledge Discovery and Data Mining
-
-
Cheeseman, P.1
Stutz, J.2
-
6
-
-
0031625423
-
Learning to extract symbolic knowledge from the World Wide Web
-
Craven, M., DiPasquo, D., Freitag, D., McCallum, A., Mitchell, T., Nigam, K., & Slattery, S. (1998). Learning to extract symbolic knowledge from the World Wide Web. Proceedings of the Fifteenth National Conference on Artificial Intellligence (AAAI-98) (pp. 509-516).
-
(1998)
Proceedings of the Fifteenth National Conference on Artificial Intellligence (AAAI-98)
, pp. 509-516
-
-
Craven, M.1
DiPasquo, D.2
Freitag, D.3
McCallum, A.4
Mitchell, T.5
Nigam, K.6
Slattery, S.7
-
8
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A.P., Laird, N.M., & Rubin, D.B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B, 39(1), 1-38.
-
(1977)
Journal of the Royal Statistical Society, Series B
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
9
-
-
0000259511
-
Approximate statistical tests for comparing supervised classification learning algorithms
-
Dietterich, T.G. (1998). Approximate statistical tests for comparing supervised classification learning algorithms. Neural Computation, 10(7), 1895-1923.
-
(1998)
Neural Computation
, vol.10
, Issue.7
, pp. 1895-1923
-
-
Dietterich, T.G.1
-
10
-
-
0031269184
-
On the optimality of the simple Bayesian classifier under zero-one loss
-
Domingos, P. & Pazzani, M. (1997). On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning, 29, 103-130.
-
(1997)
Machine Learning
, vol.29
, pp. 103-130
-
-
Domingos, P.1
Pazzani, M.2
-
11
-
-
21744462998
-
On bias, variance, 0/1-loss, and the curse-of-dimensionality
-
Friedman, J.H. (1997). On bias, variance, 0/1-loss, and the curse-of-dimensionality. Data Mining and Knowledge Discovery, 1(1), 55-77.
-
(1997)
Data Mining and Knowledge Discovery
, vol.1
, Issue.1
, pp. 55-77
-
-
Friedman, J.H.1
-
13
-
-
0001837853
-
Improving the mean field approximation via the use of mixture distributions
-
M. I. Jordan (Ed.), Kluwer Academic Publishers
-
Jaakkola, T.S. & Jordan, M.I. (1998). Improving the mean field approximation via the use of mixture distributions. In M. I. Jordan (Ed.), Learning in graphical models. Kluwer Academic Publishers.
-
(1998)
Learning in Graphical Models
-
-
Jaakkola, T.S.1
Jordan, M.I.2
-
20
-
-
84976725310
-
A sequential algorithm for training text classifiers: Corrigendum and additional data
-
Lewis, D.D. (1995). A sequential algorithm for training text classifiers: Corrigendum and additional data. SIGIR Forum, 29(2), 13-19.
-
(1995)
SIGIR Forum
, vol.29
, Issue.2
, pp. 13-19
-
-
Lewis, D.D.1
-
27
-
-
0001673996
-
A comparison of event models for naive Bayes text classification
-
Tech. Rep. WS-98-05, AAAI Press
-
McCallum, A. & Nigam, K. (1998). A comparison of event models for naive Bayes text classification. AAAI-98 Workshop on Learning for Text Categorization. Tech. Rep. WS-98-05, AAAI Press, http:// www.cs.cmu.edu/~mccallum.
-
(1998)
AAAI-98 Workshop on Learning for Text Categorization
-
-
McCallum, A.1
Nigam, K.2
-
29
-
-
0002332781
-
Improving text clasification by shrinkage in a hierarchy of classes
-
McCallum, A., Rosenfeld, R., Mitchell, T., & Ng, A. (1998). Improving text clasification by shrinkage in a hierarchy of classes. Machine Learning: Proceedings of the Fifteenth International Conference (ICML '98) (pp. 359-367).
-
(1998)
Machine Learning: Proceedings of the Fifteenth International Conference (ICML '98)
, pp. 359-367
-
-
McCallum, A.1
Rosenfeld, R.2
Mitchell, T.3
Ng, A.4
-
32
-
-
84898980291
-
A mixture of experts classifier with learning based on both labelled and unlabelled data
-
The MIT Press
-
Miller, D.J. & Uyar, H.S. (1997). A mixture of experts classifier with learning based on both labelled and unlabelled data. In Advances in Neural Information Processing Systems 9 (pp. 571-577). The MIT Press.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 571-577
-
-
Miller, D.J.1
Uyar, H.S.2
-
36
-
-
0001098776
-
A universal prior for integers and estimation by minimum description length
-
Rissanen, J. (1983). A universal prior for integers and estimation by minimum description length. Annals of Statistics, 11(2), 416-431.
-
(1983)
Annals of Statistics
, vol.11
, Issue.2
, pp. 416-431
-
-
Rissanen, J.1
-
39
-
-
0009304541
-
A Baysian approach to filtering junk e-mail
-
Tech. Rep. WS-98-05, AAAI Press
-
Sahami, M., Dumais, S., Heckerman, D., & Horvitz, E. (1998). A Baysian approach to filtering junk e-mail. AAAI-98 Workshop on Learning for Text Categorization. Tech. Rep. WS-98-05, AAAI Press. http://robotics. stanford.edu/users/sahami/papers.html.
-
(1998)
AAAI-98 Workshop on Learning for Text Categorization
-
-
Sahami, M.1
Dumais, S.2
Heckerman, D.3
Horvitz, E.4
-
40
-
-
0000417994
-
Developments in automatic text retrieval
-
Salton, G. (1991). Developments in automatic text retrieval. Science, 253(5023), 974-980.
-
(1991)
Science
, vol.253
, Issue.5023
, pp. 974-980
-
-
Salton, G.1
-
42
-
-
0028499630
-
The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon
-
Shahshahani, B. & Landgrebe, D. (1994). The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon. IEEE Transactions on Geoscience and Remote Sensing, 32(5), 1087-1095.
-
(1994)
IEEE Transactions on Geoscience and Remote Sensing
, vol.32
, Issue.5
, pp. 1087-1095
-
-
Shahshahani, B.1
Landgrebe, D.2
-
43
-
-
0037826640
-
Intelligent agents for web-based tasks: An advice-taking approach
-
Tech. Rep. WS-98-05, AAAI Press.
-
Shavlik, J. & Eliassi-Rad, T. (1998). Intelligent agents for web-based tasks: An advice-taking approach. AAAI-98 Workshop on Learning for Text Categorization. Tech. Rep. WS-98-05, AAAI Press. http:// www.cs.wise.edu/~shavlik/mlrg/publications.html.
-
(1998)
AAAI-98 Workshop on Learning for Text Categorization
-
-
Shavlik, J.1
Eliassi-Rad, T.2
-
44
-
-
0003615076
-
-
Tech. Rep. TR-94-003, ICSI, University of California, Berkeley
-
Stolcke, A. & Omohundro, S.M. (1994). Best-first model merging for hidden Markov model induction. Tech. Rep. TR-94-003, ICSI, University of California, Berkeley, http://www.icsi.berkeley.edu/techreports/1994.html.
-
(1994)
Best-first Model Merging for Hidden Markov Model Induction
-
-
Stolcke, A.1
Omohundro, S.M.2
-
46
-
-
27144441097
-
An evaluation of statistical approaches to text categorization
-
Yang, Y. (1999). An evaluation of statistical approaches to text categorization. Journal of Information Retrieval, 1, 69-90.
-
(1999)
Journal of Information Retrieval
, vol.1
, pp. 69-90
-
-
Yang, Y.1
|