ACM Transactions on Knowledge Discovery from Data, Volume 2

Volume 2, Number 1, March 2008

Mohammed J. Zaki, George Karypis, Jiong Yang, Wei Wang:
Introduction to special issue on bioinformatics.
Ying Jin, T. M. Murali, Naren Ramakrishnan:
Compositional mining of multirelational biological datasets.
Saurav Sahay, Sougata Mukherjea, Eugene Agichtein, Ernest V. Garcia, Shamkant B. Navathe, Ashwin Ram:
Discovering semantic biomedical relations utilizing the Web.
Jieping Ye, Jianhui Chen, Ravi Janardan, Sudhir Kumar:
Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA.
Yijuan Lu, Qi Tian, Jennifer L. Neary, Feng Liu, Yufeng Wang:
Adaptive discriminant analysis for microarray-based classification.
Kosuke Hashimoto, Kiyoko F. Aoki-Kinoshita, Nobuhisa Ueda, Minoru Kanehisa, Hiroshi Mamitsuka:
A new efficient probabilistic model for mining labeled ordered trees applied to glycobiology.

Rong Ge, Martin Ester, Byron J. Gao, Zengjian Hu, Binay K. Bhattacharya, Boaz Ben-Moshe:
Joint cluster analysis of attribute data and relationship data: The connected k-center problem, algorithms and applications.
Gunjan Gupta, Joydeep Ghosh:
Bregman bubble clustering: A robust framework for mining dense clusters.
Henry Tan, Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang, Ling Feng:
Tree model guided candidate generation for mining frequent subtrees from XML documents.
Aminul Islam, Diana Zaiu Inkpen:
Semantic text similarity using corpus-based word similarity and string similarity.

Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Incremental tensor analysis: Theory and applications.
Olvi L. Mangasarian, Edward W. Wild, Glenn Fung:
Privacy-preserving classification of vertically partitioned data via random kernels.
Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh:
On disclosure risk analysis of anonymized itemsets in the presence of prior knowledge.
Jaideep Vaidya, Chris Clifton, Murat Kantarcioglu, A. Scott Patterson:
Privacy-preserving decision trees over vertically partitioned data.

Kun-Ta Chuang, Hung-Leng Chen, Ming-Syan Chen:
Feature-preserved sampling over streaming data.
Daxin Jiang, Jian Pei:
Mining frequent cross-graph quasi-cliques.
Carlotta Domeniconi, Muna Al-Razgan:
Weighted cluster ensembles: Methods and analysis.
Zhenjie Zhang, Laks V. S. Lakshmanan, Anthony K. H. Tung:
On domination game analysis for microeconomic data mining.