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AAAI
2000
15 years 8 months ago
A Quantitative Study of Small Disjuncts
Systems that learn from examples often express the learned concept in the form of a disjunctive description. Disjuncts that correctly classify few training examples are known as s...
Gary M. Weiss, Haym Hirsh
BMVC
1998
15 years 8 months ago
A Colour Object Search Algorithm
In this paper a colour object search algorithm is presented. Given an image, areas of interest are generated (for each database model) by isolating regions whose colours are simil...
Paul A. Walcott, Tim J. Ellis
ECIS
2000
15 years 8 months ago
Small Slovene Firms and (Strategic) Information Technology Usage
The extent to which information technology (IT) is used strategically is measured in a sample of 147 small Slovene firms. Slovenia is interesting from a small business perspective...
Dusan Lesjak, Monty L. Lynn
NIPS
1998
15 years 8 months ago
Lazy Learning Meets the Recursive Least Squares Algorithm
Lazy learning is a memory-based technique that, once a query is received, extracts a prediction interpolating locally the neighboring examples of the query which are considered re...
Mauro Birattari, Gianluca Bontempi, Hugues Bersini
SODA
2000
ACM
85views Algorithms» more  SODA 2000»
15 years 8 months ago
Improved bounds on the sample complexity of learning
We present a new general upper bound on the number of examples required to estimate all of the expectations of a set of random variables uniformly well. The quality of the estimat...
Yi Li, Philip M. Long, Aravind Srinivasan