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Data Mining and Knowledge Discovery, Volume 20
Volume 20, Number 1, January 2010
- Hua Yan, Keke Chen, Ling Liu, Zhang Yi:
SCALE: a scalable framework for efficiently clustering transactional data. 1-27 - Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xian-Wen Ren, Xiang-Sun Zhang:
Binary matrix factorization for analyzing gene expression data. 28-52 - Kiri L. Wagstaff
, Michael Kocurek, Dominic Mazzoni, Benyang Tang:
Progressive refinement for support vector machines. 53-69 - Masahiro Kimura, Kazumi Saito, Ryohei Nakano, Hiroshi Motoda:
Extracting influential nodes on a social network for information diffusion. 70-97 - Johannes Bjelland, Mark Burgess, Geoffrey Canright, Kenth Engø-Monsen
:
Eigenvectors of directed graphs and importance scores: dominance, T-Rank, and sink remedies. 98-151 - Gianni Costa
, Giuseppe Manco
, Riccardo Ortale
:
An incremental clustering scheme for data de-duplication. 152-187
Volume 20, Number 2, March 2010
- Sanjay Chawla, David J. Hand, Vasant Dhar:
Outlier detection special issue. 189-190 - Junjie Wu, Hui Xiong, Jian Chen:
COG: local decomposition for rare class analysis. 191-220 - Vandana Pursnani Janeja, Nabil R. Adam, Vijayalakshmi Atluri
, Jaideep Vaidya:
Spatial neighborhood based anomaly detection in sensor datasets. 221-258 - Anna Koufakou
, Michael Georgiopoulos:
A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes. 259-289 - Fabrizio Angiulli
, Fabio Fassetti
:
Distance-based outlier queries in data streams: the novel task and algorithms. 290-324
Volume 20, Number 3, May 2010
- Rómer Rosales, R. Bharat Rao:
Guest Editorial: Special Issue on impacting patient care by mining medical data. 325-327 - Xia Jiang, Gregory F. Cooper:
A real-time temporal Bayesian architecture for event surveillance and its application to patient-specific multiple disease outbreak detection. 328-360 - G. Niklas Norén
, Johan Hopstadius, Andrew Bate, Kristina Star, I. Ralph Edwards:
Temporal pattern discovery in longitudinal electronic patient records. 361-387 - Darcy A. Davis
, Nitesh V. Chawla
, Nicholas A. Christakis, Albert-László Barabási:
Time to CARE: a collaborative engine for practical disease prediction. 388-415 - Cemal Çagatay Bilgin, Peter Bullough, George E. Plopper, Bülent Yener:
ECM-aware cell-graph mining for bone tissue modeling and classification. 416-438 - Saharon Rosset, Claudia Perlich, Grzegorz Swirszcz, Prem Melville, Yan Liu:
Medical data mining: insights from winning two competitions. 439-468
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