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» Clustering Categorical Data
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202
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ICML
1996
IEEE
16 years 8 months ago
Searching for Structure in Multiple Streams of Data
Finding structure in multiple streams of data is an important problem. Consider the streams of data owing from a robot's sensors, the monitors in an intensive care unit, or p...
Tim Oates, Paul R. Cohen
GISCIENCE
2010
Springer
215views GIS» more  GISCIENCE 2010»
15 years 7 months ago
Microtheories for Spatial Data Infrastructures - Accounting for Diversity of Local Conceptualizations at a Global Level
The categorization of our environment into feature types is an essential prerequisite for cartography, geographic information retrieval, routing applications, spatial decision supp...
Stephanie Duce, Krzysztof Janowicz
JMLR
2008
148views more  JMLR 2008»
15 years 7 months ago
Linear-Time Computation of Similarity Measures for Sequential Data
Efficient and expressive comparison of sequences is an essential procedure for learning with sequential data. In this article we propose a generic framework for computation of sim...
Konrad Rieck, Pavel Laskov
197
Voted
IV
2005
IEEE
98views Visualization» more  IV 2005»
16 years 1 months ago
Exploring Highly Structured Data: A Comparative Study of Stardinates and Parallel Coordinates
Comparing different Information Visualization (InfoVis) techniques is a challenging task and a necessary step to reach the users and their tasks. We evaluated the effectiveness in...
Monika Lanzenberger, Silvia Miksch, Margit Pohl
JMLR
2006
125views more  JMLR 2006»
15 years 7 months ago
Spam Filtering Using Statistical Data Compression Models
Spam filtering poses a special problem in text categorization, of which the defining characteristic is that filters face an active adversary, which constantly attempts to evade fi...
Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, ...