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» A scalable method for the generation of small test sets
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ICCD
2004
IEEE
122views Hardware» more  ICCD 2004»
14 years 4 months ago
Quality Improvement Methods for System-Level Stimuli Generation
Functional verification of systems is aimed at validating the integration of previously verified components. It deals with complex designs, and invariably suffers from scarce re...
Roy Emek, Itai Jaeger, Yoav Katz, Yehuda Naveh
ILP
2004
Springer
14 years 1 months ago
Learning an Approximation to Inductive Logic Programming Clause Evaluation
One challenge faced by many Inductive Logic Programming (ILP) systems is poor scalability to problems with large search spaces and many examples. Randomized search methods such as ...
Frank DiMaio, Jude W. Shavlik
ICSE
2008
IEEE-ACM
14 years 8 months ago
Using JULE to generate a compliance test suite for the UML standard
The Java-UML Lightweight Enumerator (JULE) tool implements a vitally important aspect of the framework for software tool certification - test suite generation. The framework uses ...
Panuchart Bunyakiati, Anthony Finkelstein, James S...
ATS
2003
IEEE
105views Hardware» more  ATS 2003»
14 years 1 months ago
Minimizing Defective Part Level Using a Linear Programming-Based Optimal Test Selection Method
Recent probabilistic test generation approaches have proven that detecting single stuck-at faults multiple times is effective at reducing the defective part level (DPL). Unfortuna...
Yuxin Tian, Michael R. Grimaila, Weiping Shi, M. R...
DATE
2009
IEEE
105views Hardware» more  DATE 2009»
14 years 2 months ago
Enrichment of limited training sets in machine-learning-based analog/RF test
Abstract— This paper discusses the generation of informationrich, arbitrarily-large synthetic data sets which can be used to (a) efficiently learn tests that correlate a set of ...
Haralampos-G. D. Stratigopoulos, Salvador Mir, Yio...