Search Results

There are 52425 results for: content related to: Coselection of features and instances for unsupervised rare category analysis

  1. A Scalable Local Algorithm for Distributed Multivariate Regression

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 1, Issue 3, 25 November 2008, Pages: 177–194, Kanishka Bhaduri and Hillol Kargupta

    Version of Record online : 24 OCT 2008, DOI: 10.1002/sam.10009

  2. On the limits of clustering in high dimensions via cost functions

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 4, Issue 1, February 2011, Pages: 30–53, Hoyt A. Koepke and Bertrand S. Clarke

    Version of Record online : 16 NOV 2010, DOI: 10.1002/sam.10095

  3. Least Angle Regression and LASSO for Large Datasets

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 1, Issue 4, March 2009, Pages: 251–259, Chris Fraley and Tim Hesterberg

    Version of Record online : 21 JAN 2009, DOI: 10.1002/sam.10021

  4. Measurement errors and scaling relations in astrophysics: a review

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 6, Issue 1, January 2013, Pages: 15–33, Stefano Andreon and Merilee Hurn

    Version of Record online : 6 DEC 2012, DOI: 10.1002/sam.11173

  5. Distributed Decision-Tree Induction in Peer-to-Peer Systems

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 1, Issue 2, June 2008, Pages: 85–103, Kanishka Bhaduri, Ran Wolff, Chris Giannella and Hillol Kargupta

    Version of Record online : 20 MAY 2008, DOI: 10.1002/sam.10006

  6. Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 2, April 2012, Pages: 139–166, Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, Nicos G. Pavlidis and David J. Hand

    Version of Record online : 24 JAN 2012, DOI: 10.1002/sam.10151

  7. Mining abnormal patterns from heterogeneous time-series with irrelevant features for fault event detection

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 2, Issue 1, July 2009, Pages: 1–17, Ryohei Fujimaki, Takayuki Nakata, Hidenori Tsukahara, Akinori Sato and Kenji Yamanishi

    Version of Record online : 26 MAY 2009, DOI: 10.1002/sam.10030

  8. Sparse partial least squares regression for on-line variable selection with multivariate data streams

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 3, Issue 3, June 2010, Pages: 170–193, Brian McWilliams and Giovanni Montana

    Version of Record online : 12 MAY 2010, DOI: 10.1002/sam.10074

  9. A Bayesian criterion for cluster stability

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 6, Issue 4, August 2013, Pages: 346–374, Hoyt Koepke and Bertrand Clarke

    Version of Record online : 6 FEB 2013, DOI: 10.1002/sam.11176

  10. Modeling the dynamics of social networks using Bayesian hierarchical blockmodels

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 3, June 2012, Pages: 218–234, Abel Rodríguez

    Version of Record online : 21 DEC 2011, DOI: 10.1002/sam.10150

  11. A note on sliced inverse regression with missing predictors

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 2, April 2012, Pages: 128–138, Yuexiao Dong and Liping Zhu

    Version of Record online : 18 OCT 2011, DOI: 10.1002/sam.10132

  12. Relative clustering validity criteria: A comparative overview

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 3, Issue 4, August 2010, Pages: 209–235, Lucas Vendramin, Ricardo J. G. B. Campello and Eduardo R. Hruschka

    Version of Record online : 30 JUN 2010, DOI: 10.1002/sam.10080

  13. A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 2, Issue 1, July 2009, Pages: 48–69, Souptik Datta and Hillol Kargupta

    Version of Record online : 16 JUN 2009, DOI: 10.1002/sam.10033

  14. ORIGAMI: A Novel and Effective Approach for Mining Representative Orthogonal Graph Patterns

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 1, Issue 2, June 2008, Pages: 67–84, Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Jeremy Besson and Mohammed J. Zaki

    Version of Record online : 9 APR 2008, DOI: 10.1002/sam.10004

  15. Principal component analysis for interval-valued observations

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 4, Issue 2, April 2011, Pages: 229–246, A. Douzal-Chouakria, L. Billard and E. Diday

    Version of Record online : 8 MAR 2011, DOI: 10.1002/sam.10118

  16. Discriminative frequent subgraph mining with optimality guarantees

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 3, Issue 5, October 2010, Pages: 302–318, Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alex Smola, Le Song, Philip S. Yu, Xifeng Yan and Karsten M. Borgwardt

    Version of Record online : 25 AUG 2010, DOI: 10.1002/sam.10084

  17. A family of large margin linear classifiers and its application in dynamic environments

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 2, Issue 5-6, December 2009, Pages: 328–345, Jianqiang Shen and Thomas G. Dietterich

    Version of Record online : 17 NOV 2009, DOI: 10.1002/sam.10055

  18. Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 1, February 2012, Pages: 54–69, Fei Wang, Jimeng Sun and Shahram Ebadollahi

    Version of Record online : 17 FEB 2012, DOI: 10.1002/sam.11135

  19. Testing for white noise against locally stationary alternatives

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 6, December 2012, Pages: 478–492, Georg M. Goerg

    Version of Record online : 17 AUG 2012, DOI: 10.1002/sam.11157

  20. Maximum Likelihood Estimation Over Directed Acyclic Gaussian Graphs

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 6, December 2012, Pages: 523–530, Yiping Yuan, Xiaotong Shen and Wei Pan

    Version of Record online : 29 OCT 2012, DOI: 10.1002/sam.11168