ACM Transactions on Knowledge Discovery from Data, Volume 1

Volume 1, Number 1, March 2007

• Jiawei Han:
  Introduction.
  Electronic Edition (ACM DL) BibTeX
• Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos:
  Graph evolution: Densification and shrinking diameters.
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• Ashwin Machanavajjhala, Daniel Kifer, Johannes Gehrke, Muthuramakrishnan Venkitasubramaniam:
  L-diversity: Privacy beyond k-anonymity.
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• Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas:
  Clustering aggregation.
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• Indrajit Bhattacharya, Lise Getoor:
  Collective entity resolution in relational data.
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Volume 1, Number 2, August 2007

• Wei-Yin Loh, Chien-Wei Chen, Wei Zheng:
  Extrapolation errors in linear model trees.
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• Minghua Zhang, Ben Kao, David W. Cheung, Kevin Y. Yip:
  Mining periodic patterns with gap requirement from sequences.
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• Jen-Wei Huang, Bi-Ru Dai, Ming-Syan Chen:
  Twain: Two-end association miner with precise frequent exhibition periods.
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Volume 1, Number 3, December 2007

• Roberto J. Bayardo, Kristin P. Bennett, Gautam Das, Dimitrios Gunopulos, Johannes Gunopulos:
  Introduction to special issue ACM SIGKDD 2006.
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• Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
  RIC: Parameter-free noise-robust clustering.
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• Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, Chengxiang Zhai:
  Semantic annotation of frequent patterns.
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• Yehuda Koren, Stephen C. North, Chris Volinsky:
  Measuring and extracting proximity graphs in networks.
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• Alexander T. Ihler, Jon Hutchins, Padhraic Smyth:
  Learning to detect events with Markov-modulated poisson processes.
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• Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas:
  Assessing data mining results via swap randomization.
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Volume 1, Number 4, January 2008

• Lei Tang, Huan Liu, Jianping Zhang, Nitin Agarwal, John J. Salerno:
  Topic taxonomy adaptation for group profiling.
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• Graham Cormode, Flip Korn, S. Muthukrishnan, Divesh Srivastava:
  Finding hierarchical heavy hitters in streaming data.
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• Manas Somaiya, Christopher M. Jermaine, Sanjay Ranka:
  Learning correlations using the mixture-of-subsets model.
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• Maria Halkidi, Dimitrios Gunopulos, Michalis Vazirgiannis, Nitin Kumar, Carlotta Domeniconi:
  A clustering framework based on subjective and objective validity criteria.
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