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JMLR
2012
11 years 10 months ago
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...
Alexandre Lacoste, François Laviolette, Mar...
WCE
2007
13 years 8 months ago
OptiTest: Optimizing Test Case Using Hybrid Intelligence
This paper deals with the identification of best and optimized test cases in program components and software artifacts. Our purpose is to simulate the model on a sample software pr...
Mohammed Al-Fayoumi, Prabhat Mahanti, Soumya Baner...
QSIC
2006
IEEE
14 years 1 months ago
A Test Data Generation Tool for Unit Testing of C Programs
This paper describes a prototype tool, called SimC, which automatically generates test data for unit testing of C programs. The tool symbolically simulates the execution of the gi...
Zhongxing Xu, Jian Zhang
ICSE
2004
IEEE-ACM
14 years 7 months ago
Automated Generation of Test Programs from Closed Specifications of Classes and Test Cases
Most research on automated specification-based software testing has focused on the automated generation of test cases. Before a software system can be tested, it must be set up ac...
Wee Kheng Leow, Siau-Cheng Khoo, Yi Sun
ASE
2004
148views more  ASE 2004»
13 years 7 months ago
TestEra: Specification-Based Testing of Java Programs Using SAT
TestEra is a framework for automated specification-based testing of Java programs. TestEra requires as input a Java method (in sourcecode or bytecode), a formal specification of th...
Sarfraz Khurshid, Darko Marinov