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IDA
2005
Springer
16 years 1 months ago
Learning from Ambiguously Labeled Examples
Inducing a classification function from a set of examples in the form of labeled instances is a standard problem in supervised machine learning. In this paper, we are concerned w...
Eyke Hüllermeier, Jürgen Beringer
CIARP
2004
Springer
16 years 1 months ago
Pattern Recognition via Vasconcelos' Genetic Algorithm
In this paper we describe a heuristic approach to the problem of identifying a pattern embedded within a figure from a predefined set of patterns via the utilization of a genetic a...
Angel Fernando Kuri Morales
PKDD
2004
Springer
147views Data Mining» more  PKDD 2004»
16 years 28 days ago
Using a Hash-Based Method for Apriori-Based Graph Mining
The problem of discovering frequent subgraphs of graph data can be solved by constructing a candidate set of subgraphs first, and then, identifying within this candidate set those...
Phu Chien Nguyen, Takashi Washio, Kouzou Ohara, Hi...
DEXA
2003
Springer
113views Database» more  DEXA 2003»
16 years 25 days ago
Termination Analysis of Active Rules with Priorities
This paper presents an algorithm for termination static analysis of active rules with priorities. Active rules termination is an undecidable problem. Several recent works have sugg...
Alain Couchot
TAP
2010
Springer
102views Hardware» more  TAP 2010»
16 years 19 days ago
Generating High-Quality Tests for Boolean Circuits by Treating Tests as Proof Encoding
Abstract. We consider the problem of test generation for Boolean combinational circuits. We use a novel approach based on the idea of treating tests as a proof encoding rather than...
Eugene Goldberg, Panagiotis Manolios