Unsupervised Streaming Feature Selection in Social Media
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Huan Liu | Jiliang Tang | Jundong Li | Xia Hu | Jiliang Tang | Huan Liu | Xia Hu | Jundong Li
[1] Chris H. Q. Ding,et al. Minimum redundancy feature selection from microarray gene expression data , 2003, Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003.
[2] Jaideep Srivastava,et al. Predicting trusts among users of online communities: an epinions case study , 2008, EC '08.
[3] Jiawei Han,et al. Generalized Fisher Score for Feature Selection , 2011, UAI.
[4] Hiroshi Motoda,et al. Computational Methods of Feature Selection , 2007 .
[5] M. McPherson,et al. Birds of a Feather: Homophily in Social Networks , 2001 .
[6] H. Zou,et al. Regularization and variable selection via the elastic net , 2005 .
[7] James Theiler,et al. Online Feature Selection using Grafting , 2003, ICML.
[8] Huan Xu,et al. Streaming Sparse Principal Component Analysis , 2015, ICML.
[9] Aixia Guo,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2014 .
[10] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[11] Huan Liu,et al. Relational learning via latent social dimensions , 2009, KDD.
[12] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[13] Michael J. Freedman,et al. Scalable Inference of Overlapping Communities , 2012, NIPS.
[14] Feiping Nie,et al. Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization , 2010, NIPS.
[15] Deng Cai,et al. Unsupervised feature selection for multi-cluster data , 2010, KDD.
[16] Huan Liu,et al. Spectral feature selection for supervised and unsupervised learning , 2007, ICML '07.
[17] Jianping Zeng,et al. Text stream clustering algorithm based on adaptive feature selection , 2011, Expert Syst. Appl..
[18] Marko Robnik-Sikonja,et al. Theoretical and Empirical Analysis of ReliefF and RReliefF , 2003, Machine Learning.
[19] Jian Pei,et al. SNOC: Streaming Network Node Classification , 2014, 2014 IEEE International Conference on Data Mining.
[20] Carla E. Brodley,et al. Feature Subset Selection and Order Identification for Unsupervised Learning , 2000, ICML.
[21] K. Selçuk Candan,et al. GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams , 2014, CIKM.
[22] M E J Newman,et al. Finding and evaluating community structure in networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.
[23] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[24] K. Selçuk Candan,et al. LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets , 2014, KDD.
[25] Edoardo M. Airoldi,et al. Mixed Membership Stochastic Blockmodels , 2007, NIPS.
[26] Hao Wang,et al. Online Streaming Feature Selection , 2010, ICML.
[27] James Theiler,et al. Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space , 2003, J. Mach. Learn. Res..
[28] Jing Liu,et al. Unsupervised Feature Selection Using Nonnegative Spectral Analysis , 2012, AAAI.
[29] Huan Liu,et al. Unsupervised feature selection for linked social media data , 2012, KDD.
[30] Fuhui Long,et al. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy , 2003, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[31] Jing Zhou,et al. Streaming feature selection using alpha-investing , 2005, KDD '05.
[32] Deng Cai,et al. Laplacian Score for Feature Selection , 2005, NIPS.
[33] Ron Kohavi,et al. Irrelevant Features and the Subset Selection Problem , 1994, ICML.
[34] Robert H. Halstead,et al. Matrix Computations , 2011, Encyclopedia of Parallel Computing.
[35] Philip S. Yu,et al. A Framework for Projected Clustering of High Dimensional Data Streams , 2004, VLDB.
[36] Jing Wang,et al. Online Group Feature Selection , 2013, IJCAI.
[37] Feiping Nie,et al. Trace Ratio Criterion for Feature Selection , 2008, AAAI.