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» A Simple Abstraction for Data Modeling
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CSCW
2004
ACM
15 years 3 months ago
Collaborative modeling: hiding UML and promoting data examples in NEMo
Domain experts are essential for successful software development, but these experts may not recognize their ideas when abstracted into Unified Modeling Language (UML) or ontologie...
Patricia K. Schank, Lawrence Hamel
DBPL
2001
Springer
118views Database» more  DBPL 2001»
15 years 2 months ago
On Monotone Data Mining Languages
Abstract. We present a simple Data Mining Logic (DML) that can express common data mining tasks, like “Find Boolean association rules” or “Find inclusion dependencies.” At ...
Toon Calders, Jef Wijsen
PERVASIVE
2006
Springer
14 years 10 months ago
Modeling Human Behavior from Simple Sensors in the Home
Pervasive sensors in the home have a variety of applications including energy minimization, activity monitoring for elders, and tutors for household tasks such as cooking. Many of ...
Ryan Aipperspach, Elliot Cohen, John F. Canny
79
Voted
SODA
2008
ACM
110views Algorithms» more  SODA 2008»
14 years 11 months ago
Why simple hash functions work: exploiting the entropy in a data stream
Hashing is fundamental to many algorithms and data structures widely used in practice. For theoretical analysis of hashing, there have been two main approaches. First, one can ass...
Michael Mitzenmacher, Salil P. Vadhan
SNPD
2010
14 years 11 months ago
Explaining Classification by Finding Response-Related Subgroups in Data
Abstract--A method for explaining results of a regressionbased classifier is proposed. The data is clustered using a metric extracted from the classifier. This way, clusters found ...
Elina Parviainen, Aki Vehtari