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» Performing hypothesis tests on the shape of functional data
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IJCAI
1989
13 years 8 months ago
A Study of Empirical Learning for an Involved Problem
In real-world domains a concept to be learned may be unwieldy and the environment may be less than ideal. One combination of difficulties occurs if the concept is probabilistic an...
Larry A. Rendell
DAGSTUHL
2004
13 years 9 months ago
Testing with Functions as Specifications
Although computer systems penetrate all facets of society, the software running those systems may contain many errors. Producing high quality software appears to be difficult and v...
Pieter W. M. Koopman
COLT
2007
Springer
14 years 1 months ago
Property Testing: A Learning Theory Perspective
Property testing deals with tasks where the goal is to distinguish between the case that an object (e.g., function or graph) has a prespecified property (e.g., the function is li...
Dana Ron
ECIS
2004
13 years 9 months ago
Business alignment in the CRM domain: predicting CRM performance
In this paper we present a framework that aims to answer the central question why some organizations are successful in the CRM domain, while others are not. The framework is built...
Ronald Batenburg, Johan Versendaal
NIPS
2003
13 years 9 months ago
Learning the k in k-means
When clustering a dataset, the right number k of clusters to use is often not obvious, and choosing k automatically is a hard algorithmic problem. In this paper we present an impr...
Greg Hamerly, Charles Elkan