Verwandte Artikel zu Analysis and Design of a Framework for Software Design...

Analysis and Design of a Framework for Software Design Risk Prediction - Softcover

Khan, Tabrez; Faisal, Mohammad

 
9786630474152: Analysis and Design of a Framework for Software Design Risk Prediction
Softcover
ISBN 10: 6630474155 ISBN 13: 9786630474152
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This book presents an intelligent framework for identifying, predicting, prioritizing, and estimating software risks during the design phase of the Software Development Life Cycle (SDLC). Software design is exposed to diverse risks arising from requirements, architectural decisions, design activities, programming technologies, validation, and documentation, which can adversely affect software quality, cost, and delivery schedules.The book systematically examines the characteristics, sources, and causes of software design risks and investigates the relationships among identified risk factors. It presents a Bayesian Network-based Risk Prediction Model (RPM) for predicting potential risks, supported by risk trees and graphical analysis. A Fuzzy Inference System (FIS) is employed to prioritize risks according to their severity, detectability, and dependability. Furthermore, an Extreme Learning Machine (ELM)-based approach is presented for risk estimation and impact analysis.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Tabrez Khan is working as an assistant professor at Era University in Lucknow. Mohammad Faisal is working as Prof & HoD in the Department of Computer Application, Integral University, Lucknow.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6630474155
ISBN 13 
9786630474152
Einband
Taschenbuch
Anzahl der Seiten
228
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar