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ICDM
2010
IEEE
216views Data Mining» more  ICDM 2010»
13 years 6 months ago
Data Editing Techniques to Allow the Application of Distance-Based Outlier Detection to Streams
The problem of finding outliers in data has broad applications in areas as diverse as data cleaning, fraud detection, network monitoring, invasive species monitoring, etc. While th...
Vit Niennattrakul, Eamonn J. Keogh, Chotirat Ann R...
ICDM
2010
IEEE
135views Data Mining» more  ICDM 2010»
13 years 6 months ago
Learning a Bi-Stochastic Data Similarity Matrix
An idealized clustering algorithm seeks to learn a cluster-adjacency matrix such that, if two data points belong to the same cluster, the corresponding entry would be 1; otherwise ...
Fei Wang, Ping Li, Arnd Christian König
ICDM
2010
IEEE
158views Data Mining» more  ICDM 2010»
13 years 6 months ago
Patterns on the Connected Components of Terabyte-Scale Graphs
How do connected components evolve? What are the regularities that govern the dynamic growth process and the static snapshot of the connected components? In this work, we study pat...
U. Kang, Mary McGlohon, Leman Akoglu, Christos Fal...
NAACL
2010
13 years 6 months ago
Detecting Emails Containing Requests for Action
Automatically finding email messages that contain requests for action can provide valuable assistance to users who otherwise struggle to give appropriate attention to the actionab...
Andrew Lampert, Robert Dale, Cécile Paris
RECOMB
2010
Springer
13 years 6 months ago
Listing All Parsimonious Reversal Sequences: New Algorithms and Perspectives
In comparative genomics studies, finding a minimum length sequences of reversals, so called sorting by reversals, has been the topic of a huge literature. Since there are many mini...
Ghada Badr, Krister M. Swenson, David Sankoff