Journal: TKDD

Volume 6, Issue 4

14 -- 0Joydeep Ghosh, Padhraic Smyth, Andrew Tomkins, Rich Caruana. Special issue on best of SIGKDD 2011
15 -- 0Shachar Kaufman, Saharon Rosset, Claudia Perlich, Ori Stitelman. Leakage in data mining: Formulation, detection, and avoidance
16 -- 0Michael Mampaey, Jilles Vreeken, Nikolaj Tatti. Summarizing data succinctly with the most informative itemsets
17 -- 0Shumo Chu, James Cheng. Triangle listing in massive networks
18 -- 0Rita Chattopadhyay, Qian Sun, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye. Multisource domain adaptation and its application to early detection of fatigue
19 -- 0Leland Wilkinson, Anushka Anand, Dang Tuan Nhon. Substantial improvements in the set-covering projection classifier CHIRP (composite hypercubes on iterated random projections)

Volume 6, Issue 3

10 -- 0Zhenxing Wang, Laiwan Chan. Learning bayesian networks from Markov random fields: An efficient algorithm for linear models
11 -- 0Jeffrey Chan, James Bailey, Christopher Leckie, Michael Houle. ciForager: Incrementally discovering regions of correlated change in evolving graphs
12 -- 0Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong. Comparative document summarization via discriminative sentence selection
13 -- 0Pedro O. S. Vaz de Melo, VirgĂ­lio A. F. Almeida, Antonio Alfredo Ferreira Loureiro, Christos Faloutsos. Forecasting in the NBA and other team sports: Network effects in action

Volume 6, Issue 2

5 -- 0Dimitrios Mavroeidis, Panagis Magdalinos. A Sequential Sampling Framework for Spectral k-Means Based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering
6 -- 0Sanmay Das, Malik Magdon-Ismail. A Model for Information Growth in Collective Wisdom Processes
7 -- 0Tianbing Xu, Zhongfei Zhang, Philip S. Yu, Bo Long. Generative Models for Evolutionary Clustering
8 -- 0Shaojun Wang, Dale Schuurmans, Yunxin Zhao. The Latent Maximum Entropy Principle
9 -- 0Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma. Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks

Volume 6, Issue 1

1 -- 0Dino Ienco, Ruggero G. Pensa, Rosa Meo. From Context to Distance: Learning Dissimilarity for Categorical Data Clustering
2 -- 0Chun Li, Qingyan Yang, Jianyong Wang, Ming Li. Efficient Mining of Gap-Constrained Subsequences and Its Various Applications
3 -- 0Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou. Isolation-Based Anomaly Detection
4 -- 0Yu Jin 0001, Nick G. Duffield, Jeffrey Erman, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang. A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks