-
2
-
-
33947227481
-
Semi-Supervised Learning Literature Survey
-
University of Wisconsin, Madison, Dec
-
Xiaojin Zhu, "Semi-Supervised Learning Literature Survey", Computer Sciences TR 1530, University of Wisconsin - Madison, Dec 2007
-
(2007)
Computer Sciences TR
, pp. 1530
-
-
Zhu, X.1
-
3
-
-
77949617286
-
-
Pedro J. Moreno, Shivani Agarwal, An Experimental Study of EM-Based Algorithms for Semi-Supervised Learning in Audio Classification, Proceedings of the ICML-2003 Workshop on The Continuum from Labelled to Unlabeled Data, Washington DC, 2003.
-
Pedro J. Moreno, Shivani Agarwal, "An Experimental Study of EM-Based Algorithms for Semi-Supervised Learning in Audio Classification", Proceedings of the ICML-2003 Workshop on The Continuum from Labelled to Unlabeled Data, Washington DC, 2003.
-
-
-
-
4
-
-
36849045249
-
-
Gregory Druck, Chris Pal, Xiaojin Zhu, Andrew McCallum, Semi-Supervised Classification with Hybrid Generative/Discriminative Methods, KDD'07, August 12-15, 2007, San Jose, California, USA.
-
Gregory Druck, Chris Pal, Xiaojin Zhu, Andrew McCallum, "Semi-Supervised Classification with Hybrid Generative/Discriminative Methods", KDD'07, August 12-15, 2007, San Jose, California, USA.
-
-
-
-
5
-
-
33744955193
-
Semi-Supervised Learning with Graphs
-
Doctoral Thesis, Carnegie Mellon University, May
-
Xiaojin Zhu," Semi-Supervised Learning with Graphs", Doctoral Thesis, Carnegie Mellon University, May 2005.
-
(2005)
-
-
Zhu, X.1
-
7
-
-
77949598569
-
-
Xiaofei He, Incremental Semi-Supervised Subspace Learning for Image Retrieval, ACM MM'04.
-
Xiaofei He, "Incremental Semi-Supervised Subspace Learning for Image Retrieval", ACM MM'04.
-
-
-
-
8
-
-
0033886806
-
Text classification from labeled and unlabeled documents using EM
-
Kluwer Academic Publishers, Boston
-
K. Nigam, A. McCallum, S. Thrun, and T. Mitchell. "Text classification from labeled and unlabeled documents using EM", Machine Learning, 1-34, Kluwer Academic Publishers, Boston, 2000.
-
(2000)
Machine Learning
, pp. 1-34
-
-
Nigam, K.1
McCallum, A.2
Thrun, S.3
Mitchell, T.4
-
9
-
-
36649032857
-
-
School of Computer Science, Carnegie Mellon University, USA, June
-
Xiaojin Zhu, Zoubin Ghahramani, "Towards Semi-Supervised Classification with Markov Random Fields", School of Computer Science, Carnegie Mellon University, USA, June 2002.
-
(2002)
Towards Semi-Supervised Classification with Markov Random Fields
-
-
Zhu, X.1
Ghahramani, Z.2
-
10
-
-
77949596332
-
-
Xiaojin Zhu, Zoubin Ghahramani, Learning from Labeled ans Unlabeled Data with Label Propogation, m Field, School of Computer Science, Carnegie Mellon University, USA, June 2002.
-
Xiaojin Zhu, Zoubin Ghahramani, "Learning from Labeled ans Unlabeled Data with Label Propogation", m Field", School of Computer Science, Carnegie Mellon University, USA, June 2002.
-
-
-
-
12
-
-
60349088723
-
-
School of Computer Science, Carnegie Mellon University, USA, Gatsby Computational Neuroscience Unit, UK
-
Xiaojin Zhu, Jaz Kandola, John Lafferty, Zoubin Ghahramani, "Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning", School of Computer Science, Carnegie Mellon University, USA, Gatsby Computational Neuroscience Unit, UK.
-
Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning
-
-
Zhu, X.1
Kandola, J.2
Lafferty, J.3
Ghahramani, Z.4
-
15
-
-
9244243116
-
Semi Supervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction
-
December
-
Ira Cohen, Fabio G. Cozman, Nicu Sebe, Marcelo C. Cirelo, Thomas S. Huang, "Semi Supervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction", IEEE Transactions On Pattern Analysis And Machine Intelligence, Vol. 26, No. 12, December 2004, pp 1553-1567.
-
(2004)
IEEE Transactions On Pattern Analysis And Machine Intelligence
, vol.26
, Issue.12
, pp. 1553-1567
-
-
Cohen, I.1
Cozman, F.G.2
Sebe, N.3
Cirelo, M.C.4
Huang, T.S.5
-
16
-
-
60349122974
-
-
Jozef Stefan Institute Ljubljana, Slovenia, KDD
-
Marko Grobelnik, Dunja Mladenic, "Text Mining, Link Analysis and Semantic Web", Jozef Stefan Institute Ljubljana, Slovenia, KDD 2007.
-
(2007)
Text Mining, Link Analysis and Semantic Web
-
-
Grobelnik, M.1
Mladenic, D.2
-
17
-
-
37849008583
-
Person Identification in Webcam Images: An Application of Semi-Supervised Learning
-
Bonn, Germany
-
Maria-Fiorina Balcan, Avrim Blum, Patrick Pakyan Choi, John Lafferty, Mugizi Robert Rwebangira, Xiaojin Zhu, "Person Identification in Webcam Images: An Application of Semi-Supervised Learning", Proc. of the 22 nd ICML Workshop on Learning with Partially Classified Training Data, Bonn, Germany, 2005.
-
(2005)
Proc. of the 22 nd ICML Workshop on Learning with Partially Classified Training Data
-
-
Balcan, M.-F.1
Blum, A.2
Pakyan Choi, P.3
Lafferty, J.4
Robert Rwebangira, M.5
Zhu, X.6
-
18
-
-
60349083744
-
-
Department of Computer Science and Engineering, Michigan State University
-
Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain, and Yi Liu, "SemiBoost: Boosting for Semi-supervised Learning", Department of Computer Science and Engineering, Michigan State University.
-
SemiBoost: Boosting for Semi-supervised Learning
-
-
Kumar Mallapragada, P.1
Jin, R.2
Jain, A.K.3
Liu, Y.4
-
19
-
-
77949649778
-
-
Rie Kubota, Ando, Tong Zang, A High-Performance Semi-Supervised Learning Method for Text Chunking, IBM T.J. Watson Research Center, Yorktown Heights, NY 10598, U.S.A.
-
Rie Kubota, Ando, Tong Zang, "A High-Performance Semi-Supervised Learning Method for Text Chunking", IBM T.J. Watson Research Center, Yorktown Heights, NY 10598, U.S.A.
-
-
-
-
20
-
-
77949636107
-
-
Christopher M. Bishop, Julia Lasserre, Generative or Discriminative? Getting the Best of Both Worlds, BAYESIAN STATISTICS 8, pp. 3-24., Oxford University Press, 2007
-
Christopher M. Bishop, Julia Lasserre, Generative or Discriminative? Getting the Best of Both Worlds", BAYESIAN STATISTICS 8, pp. 3-24., Oxford University Press, 2007
-
-
-
-
21
-
-
0036989516
-
The Use of Unlabeled Data to Improve Supervised Learning for Text Summarization
-
August 11-15, Tampere, Finland
-
Massih-Reza Amini, Patrick Gallinari, "The Use of Unlabeled Data to Improve Supervised Learning for Text Summarization", SIGIR '02, August 11-15, 2002, Tampere, Finland.
-
(2002)
SIGIR '02
-
-
Amini, M.-R.1
Gallinari, P.2
-
22
-
-
60349131890
-
Two-view Feature Generation Model for Semi-supervised
-
Rie Kubota, Ando, Tong Zang, "Two-view Feature Generation Model for Semi-supervised", Proceedings of the 24 th International Conference on Machine Learning, Corvallis, OR, 2007
-
(2007)
Proceedings of the 24 th International Conference on Machine Learning, Corvallis, OR
-
-
Rie Kubota, A.1
Zang, T.2
-
23
-
-
34047097838
-
Semi-supervised Clustering: Probabilistic Models, Algorithms and Experiments
-
Doctoral Thesis, University of Texas, Austin, August
-
Sugata Basu, "Semi-supervised Clustering: Probabilistic Models, Algorithms and Experiments", Doctoral Thesis, University of Texas, Austin, August 2005
-
(2005)
-
-
Basu, S.1
|