Search Results

There are 15956 results for: content related to: Spatially adaptive semi-supervised learning with Gaussian processes for hyperspectral data analysis

  1. 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

    Article first published online : 21 DEC 2011, DOI: 10.1002/sam.10150

  2. Model-based clustering of regression time series data via APECM—an AECM algorithm sung to an even faster beat

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 4, Issue 6, December 2011, Pages: 567–578, Wei-Chen Chen and Ranjan Maitra

    Article first published online : 22 NOV 2011, DOI: 10.1002/sam.10143

  3. 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

    Article first published online : 16 NOV 2010, DOI: 10.1002/sam.10095

  4. Sequential minimal optimization in convex clustering repetitions

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 1, February 2012, Pages: 70–89, Rikiya Takahashi

    Article first published online : 16 DEC 2011, DOI: 10.1002/sam.10146

  5. Feature extraction through local learning

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 2, Issue 1, July 2009, Pages: 34–47, Yijun Sun and Dapeng Wu

    Article first published online : 15 JUN 2009, DOI: 10.1002/sam.10028

  6. A permutation approach to validation

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 3, Issue 6, December 2010, Pages: 361–380, Malik Magdon-Ismail and Konstantin Mertsalov

    Article first published online : 16 NOV 2010, DOI: 10.1002/sam.10096

  7. Bayesian cluster ensembles

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 4, Issue 1, February 2011, Pages: 54–70, Hongjun Wang, Hanhuai Shan and Arindam Banerjee

    Article first published online : 11 JAN 2011, DOI: 10.1002/sam.10098

  8. A novel support vector classifier for longitudinal high-dimensional data and its application to neuroimaging data

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 4, Issue 6, December 2011, Pages: 604–611, Shuo Chen and F. DuBois Bowman

    Article first published online : 22 NOV 2011, DOI: 10.1002/sam.10141

  9. Two-way Gaussian mixture models for high dimensional classification

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 3, Issue 4, August 2010, Pages: 259–271, Mu Qiao and Jia Li

    Article first published online : 13 JUL 2010, DOI: 10.1002/sam.10082

  10. 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

    Article first published online : 18 OCT 2011, DOI: 10.1002/sam.10132

  11. Smoothing methods for histogram-valued time series: an application to value-at-risk

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 4, Issue 2, April 2011, Pages: 216–228, Javier Arroyo, Gloria González-Rivera, Carlos Maté and Antonio Muñoz San Roque

    Article first published online : 8 MAR 2011, DOI: 10.1002/sam.10114

  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

    Article first published 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

    Article first published online : 16 JUN 2009, DOI: 10.1002/sam.10033

  14. 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

    Article first published online : 25 AUG 2010, DOI: 10.1002/sam.10084

  15. 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

    Article first published online : 17 NOV 2009, DOI: 10.1002/sam.10055

  16. 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

    Article first published online : 17 FEB 2012, DOI: 10.1002/sam.11135

  17. Model selection procedure for high-dimensional data

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 3, Issue 5, October 2010, Pages: 350–358, Yongli Zhang and Xiaotong Shen

    Article first published online : 8 SEP 2010, DOI: 10.1002/sam.10088

  18. Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 1, Issue 1, February 2008, Pages: 38–51, Dongmin Kim, Suvrit Sra and Inderjit S. Dhillon

    Article first published online : 28 DEC 2007, DOI: 10.1002/sam.104

  19. Bayesian methodology for the analysis of spatial–temporal surveillance data

    Statistical Analysis and Data Mining: The ASA Data Science Journal

    Volume 5, Issue 3, June 2012, Pages: 194–204, Jian Zou, Alan F. Karr, David Banks, Matthew J. Heaton, Gauri Datta, James Lynch and Francisco Vera

    Article first published online : 24 JAN 2012, DOI: 10.1002/sam.10142

  20. 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

    Article first published online : 21 JAN 2009, DOI: 10.1002/sam.10021