Volume 22, Issue 3 | Data Mining and Knowledge Discovery

Search all Data Mining and Knowledge Discovery articles

Volume 22, Issue 3

May 2011

Special Issue: Data Mining with Matrices, Graphs and Tensors

Issue Editors:

Tao Li,
Chris Ding,
Fei Wang

7 articles in this issue

Guest editorial: special issue on data mining with matrices, graphs and tensors
Tao Li
Chris Ding
Fei Wang
EditorialNotes 02 March 2011 Pages: 337 - 339
Manifold elastic net: a unified framework for sparse dimension reduction
Tianyi Zhou
Dacheng Tao
Xindong Wu
OriginalPaper 04 July 2010 Pages: 340 - 371
Matrix-variate and higher-order probabilistic projections
Shipeng Yu
Jinbo Bi
Jieping Ye
OriginalPaper 10 July 2010 Pages: 372 - 392
Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization
Bin Cao
Qiang Yang
Zheng Chen
OriginalPaper 11 February 2011 Pages: 393 - 418
Nonnegative tensor factorization as an alternative Csiszar–Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms
Stefanos Zafeiriou
Maria Petrou
OriginalPaper 01 August 2010 Pages: 419 - 466
Hierarchical visual event pattern mining and its applications
Peng Cui
Zhi-Qiang Liu
Shi-Qiang Yang
OriginalPaper 24 July 2010 Pages: 467 - 492
Community discovery using nonnegative matrix factorization
Fei Wang
Tao Li
Chris Ding
OriginalPaper 04 July 2010 Pages: 493 - 521