Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/1370868.1370871acmconferencesArticle/Chapter ViewAbstractPublication PagesicseConference Proceedingsconference-collections
research-article

Neural nets method for estimation of the software retesting necessity

Published: 13 May 2008 Publication History

Abstract

The new software retesting concept which bases on the idea of the hidden program errors detection was described in this paper. Purpose of this concept is the program hidden errors identification after basic testing. As a result, the software life cycle was supplemented, because customer realizes retesting at incoming inspection stage.
We use special architecture of artificial neural net for estimation of the software retesting necessity. It is a multi-layer-perceptron, which is composed with a simple Rosenblatt perceptron. The most effective training algorithms for this architecture are CGB on base conjugate-gradient method, one-step algorithm of secant method, algorithm SCG and threshold back-propagation error algorithm. The trained neural net gives information about total quantity and importance of the different levels errors in program.

Reference

[1]
Kharchenko V.S.

Cited By

View all
  • (2017)Soft Computing Based Software Testing – A Concise TravelogueProceedings of Sixth International Conference on Soft Computing for Problem Solving10.1007/978-981-10-3325-4_22(220-228)Online publication date: 13-Apr-2017

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
SEESE '08: Proceedings of the 2008 international workshop on Software Engineering in east and south europe
May 2008
122 pages
ISBN:9781605580760
DOI:10.1145/1370868
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 13 May 2008

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. artificial neural net
  2. hidden program error
  3. repeated software testing
  4. testing
  5. training.

Qualifiers

  • Research-article

Conference

ICSE '08
Sponsor:

Upcoming Conference

ICSE 2025

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)1
  • Downloads (Last 6 weeks)0
Reflects downloads up to 03 Feb 2025

Other Metrics

Citations

Cited By

View all
  • (2017)Soft Computing Based Software Testing – A Concise TravelogueProceedings of Sixth International Conference on Soft Computing for Problem Solving10.1007/978-981-10-3325-4_22(220-228)Online publication date: 13-Apr-2017

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media