Volume 4, Number 1, January 2010
- Yehuda Koren:
Factor in the neighbors: Scalable and accurate collaborative filtering.

- Zeeshan Syed, Collin Stultz, Manolis Kellis, Piotr Indyk, John V. Guttag:
Motif discovery in physiological datasets: A methodology for inferring predictive elements.

- Geoffrey I. Webb:
Self-sufficient itemsets: An approach to screening potentially interesting associations between items.

- Marc Plantevit, Anne Laurent, Dominique Laurent, Maguelonne Teisseire, Yeow Wei Choong:
Mining multidimensional and multilevel sequential patterns.

- Mohammed J. Zaki, Christopher D. Carothers, Boleslaw K. Szymanski:
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining.

Volume 4, Number 2, May 2010
Volume 4, Number 3, October 2010
- Lini T. Thomas, Satyanarayana R. Valluri, Kamalakar Karlapalem:
MARGIN: Maximal frequent subgraph mining.

- Meghana Deodhar, Joydeep Ghosh:
SCOAL: A framework for simultaneous co-clustering and learning from complex data.

- Jinlin Chen, Keli Xiao:
BISC: A bitmap itemset support counting approach for efficient frequent itemset mining.

- Luca Becchetti, Paolo Boldi, Carlos Castillo, Aristides Gionis:
Efficient algorithms for large-scale local triangle counting.

- Yin Zhang, Zhi-Hua Zhou:
Multilabel dimensionality reduction via dependence maximization.

- Ying Cui, Xiaoli Z. Fern, Jennifer G. Dy:
Learning multiple nonredundant clusterings.

Volume 4, Number 4, October 2010
- Wei Wang:
TKDD Special Issue SIGKDD 2009.
16

- Ye Chen, Dmitry Pavlov, John F. Canny:
Behavioral Targeting: The Art of Scaling Up Simple Algorithms.
17

- Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee:
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data.
18

- Chao Liu, Fan Guo, Christos Faloutsos:
Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data.
19

- Mingxi Wu, Chris Jermaine, Sanjay Ranka, Xiuyao Song, John Gums:
A Model-Agnostic Framework for Fast Spatial Anomaly Detection.
20

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