Journal: Data Min. Knowl. Discov.

Volume 22, Issue 3

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

Volume 22, Issue 1-2

1 -- 30Hwanjo Yu. Selective sampling techniques for feedback-based data retrieval
31 -- 72Carlos Nascimento Silla Jr., Alex Alves Freitas. A survey of hierarchical classification across different application domains
73 -- 105Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu 0002, Sydney Cash, M. Brandon Westover, Nima Bigdely Shamlo. A disk-aware algorithm for time series motif discovery
106 -- 148José A. Gámez, Juan L. Mateo, José Miguel Puerta. Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood
149 -- 182Lexiang Ye, Eamonn J. Keogh. Time series shapelets: a novel technique that allows accurate, interpretable and fast classification
183 -- 210Derek Doran, Swapna S. Gokhale. Web robot detection techniques: overview and limitations
211 -- 231Yong Suk Choi. Tree pattern expression for extracting information from syntactically parsed text corpora
232 -- 258Amy McGovern, Derek H. Rosendahl, Rodger A. Brown, Kelvin Droegemeier. Identifying predictive multi-dimensional time series motifs: an application to severe weather prediction
259 -- 290Larry Shoemaker, Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer. Detecting and ordering salient regions
291 -- 335Murat Kantarcioglu, Bowei Xi, Chris Clifton. Classifier evaluation and attribute selection against active adversaries