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ICDM
2006
IEEE
93views Data Mining» more  ICDM 2006»
14 years 2 months ago
Comparisons of K-Anonymization and Randomization Schemes under Linking Attacks
Recently K-anonymity has gained popularity as a privacy quantification against linking attacks, in which attackers try to identify a record with values of some identifying attrib...
Zhouxuan Teng, Wenliang Du
ICDM
2006
IEEE
158views Data Mining» more  ICDM 2006»
14 years 2 months ago
Detection of Interdomain Routing Anomalies Based on Higher-Order Path Analysis
Internet routing dynamics have been extensively studied in the past few years. However, dynamics such as interdomain Border Gateway Protocol (BGP) behavior are still poorly unders...
Murat Can Ganiz, Sudhan Kanitkar, Mooi Choo Chuah,...
ICDM
2006
IEEE
147views Data Mining» more  ICDM 2006»
14 years 2 months ago
Adaptive Parallel Graph Mining for CMP Architectures
Mining graph data is an increasingly popular challenge, which has practical applications in many areas, including molecular substructure discovery, web link analysis, fraud detect...
Gregory Buehrer, Srinivasan Parthasarathy, Yen-Kua...
ICDM
2006
IEEE
116views Data Mining» more  ICDM 2006»
14 years 2 months ago
Entity Resolution with Markov Logic
Entity resolution is the problem of determining which records in a database refer to the same entities, and is a crucial and expensive step in the data mining process. Interest in...
Parag Singla, Pedro Domingos
ICDM
2006
IEEE
134views Data Mining» more  ICDM 2006»
14 years 2 months ago
Biclustering Protein Complex Interactions with a Biclique Finding Algorithm
Chris H. Q. Ding, Ya Zhang, Tao Li, Stephen R. Hol...
ICDM
2006
IEEE
161views Data Mining» more  ICDM 2006»
14 years 2 months ago
STAGGER: Periodicity Mining of Data Streams Using Expanding Sliding Windows
Sensor devices are becoming ubiquitous, especially in measurement and monitoring applications. Because of the real-time, append-only and semi-infinite natures of the generated se...
Mohamed G. Elfeky, Walid G. Aref, Ahmed K. Elmagar...
ICDM
2006
IEEE
148views Data Mining» more  ICDM 2006»
14 years 2 months ago
Data Mining Approaches to Criminal Career Analysis
— Narrative reports and criminal records are stored digitally across individual police departments, enabling the collection of this data to compile a nation-wide database of crim...
Jeroen S. de Bruin, Tim K. Cocx, Walter A. Kosters...