Non-negative matrix factorization for semi-supervised data clustering
暂无分享,去创建一个
Jing Hua | Yanhua Chen | Ming Dong | Manjeet Rege | Ming Dong | Jing Hua | M. Rege | Yanhua Chen
[1] Dan Klein,et al. Spectral Learning , 2003, IJCAI.
[2] H. Sebastian Seung,et al. Algorithms for Non-negative Matrix Factorization , 2000, NIPS.
[3] C. Ding,et al. On the Equivalence of Nonnegative Matrix Factorization and K-means - Spectral Clustering , 2005 .
[4] Ran El-Yaniv,et al. A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles , 2004, Machine Learning.
[5] Abhay Harpale,et al. Document Classification Through Interactive Supervision of Document and Term Labels , 2004, PKDD.
[6] Hisashi Koga,et al. Fast agglomerative hierarchical clustering algorithm using Locality-Sensitive Hashing , 2007, Knowledge and Information Systems.
[7] Venkatesan Guruswami,et al. Clustering with qualitative information , 2005, 44th Annual IEEE Symposium on Foundations of Computer Science, 2003. Proceedings..
[8] Christopher J. Merz,et al. UCI Repository of Machine Learning Databases , 1996 .
[9] Michael I. Jordan,et al. Distance Metric Learning with Application to Clustering with Side-Information , 2002, NIPS.
[10] Chris H. Q. Ding,et al. Orthogonal nonnegative matrix t-factorizations for clustering , 2006, KDD '06.
[11] Wendy R. Fox,et al. Finding Groups in Data: An Introduction to Cluster Analysis , 1991 .
[12] R. Cox,et al. Journal of the Royal Statistical Society B , 1972 .
[13] Xin Liu,et al. Document clustering based on non-negative matrix factorization , 2003, SIGIR.
[14] Tian Zhang,et al. BIRCH: an efficient data clustering method for very large databases , 1996, SIGMOD '96.
[15] Inderjit S. Dhillon,et al. Semi-supervised graph clustering: a kernel approach , 2005, ICML '05.
[16] Daniel A. Keim,et al. A General Approach to Clustering in Large Databases with Noise , 2003, Knowledge and Information Systems.
[17] D. J. Newman,et al. UCI Repository of Machine Learning Database , 1998 .
[18] Jitendra Malik,et al. Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[19] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[20] M. Fiedler. A property of eigenvectors of nonnegative symmetric matrices and its application to graph theory , 1975 .
[21] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[22] Ali S. Hadi,et al. Finding Groups in Data: An Introduction to Chster Analysis , 1991 .
[23] Tomer Hertz,et al. Learning Distance Functions using Equivalence Relations , 2003, ICML.
[24] Arindam Banerjee,et al. Semi-supervised Clustering by Seeding , 2002, ICML.
[25] Fan Chung,et al. Spectral Graph Theory , 1996 .
[26] Daniel Boley,et al. Principal Direction Divisive Partitioning , 1998, Data Mining and Knowledge Discovery.
[27] Sebastian Thrun,et al. Learning to Classify Text from Labeled and Unlabeled Documents , 1998, AAAI/IAAI.
[28] Philip S. Yu,et al. Co-clustering by block value decomposition , 2005, KDD '05.
[29] Philip S. Yu,et al. Text Classification by Labeling Words , 2004, AAAI.
[30] David G. Stork,et al. Pattern Classification , 1973 .
[31] Xiang Ji,et al. Document clustering with prior knowledge , 2006, SIGIR.
[32] Andrew B. Kahng,et al. New spectral methods for ratio cut partitioning and clustering , 1991, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..
[33] Tom M. Mitchell,et al. Text clustering with extended user feedback , 2006, SIGIR.
[34] Raymond J. Mooney,et al. A probabilistic framework for semi-supervised clustering , 2004, KDD.
[35] M. Fiedler. Eigenvectors of acyclic matrices , 1975 .
[36] Daniel A. Keim,et al. An Efficient Approach to Clustering in Large Multimedia Databases with Noise , 1998, KDD.
[37] Dan Klein,et al. From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering , 2002, ICML.
[38] Aidong Zhang,et al. WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases , 1998, VLDB.
[39] M. Fiedler. Algebraic connectivity of graphs , 1973 .
[40] Philip S. Yu,et al. Relational clustering by symmetric convex coding , 2007, ICML '07.
[41] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[42] George Karypis,et al. Centroid-Based Document Classification: Analysis and Experimental Results , 2000, PKDD.
[43] Chris Buckley,et al. OHSUMED: an interactive retrieval evaluation and new large test collection for research , 1994, SIGIR '94.
[44] Steffen Staab,et al. Text Clustering Based on Background Knowledge , 2003 .
[45] Thorsten Joachims,et al. Transductive Inference for Text Classification using Support Vector Machines , 1999, ICML.
[46] Anil K. Jain,et al. Data clustering: a review , 1999, CSUR.
[47] Avrim Blum,et al. The Bottleneck , 2021, Monopsony Capitalism.
[48] Douglas H. Fisher,et al. Knowledge Acquisition Via Incremental Conceptual Clustering , 1987, Machine Learning.
[49] Sang-goo Lee,et al. An Intelligent Information System for Organizing Online Text Documents , 2004, Knowl. Inf. Syst..
[50] Avrim Blum,et al. Correlation Clustering , 2004, Machine Learning.
[51] Yiming Yang,et al. A Comparative Study on Feature Selection in Text Categorization , 1997, ICML.
[52] Tao Li,et al. The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering , 2006, Sixth International Conference on Data Mining (ICDM'06).
[53] Hema Raghavan,et al. InterActive Feature Selection , 2005, IJCAI.
[54] Claire Cardie,et al. Proceedings of the Eighteenth International Conference on Machine Learning, 2001, p. 577–584. Constrained K-means Clustering with Background Knowledge , 2022 .
[55] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .
[56] Thomas Hofmann,et al. Non-redundant data clustering , 2006, Knowledge and Information Systems.
[57] David D. Lewis,et al. Reuters-21578 Text Categorization Test Collection, Distribution 1.0 , 1997 .
[58] Ellen Riloff. Bootstrapping for text learning tasks , 1999 .