Computational Intelligence Techniques and Their Applications to Software Engineering Problems

ISBN-13: 9780367529741 / Angielski / Twarda / 2020 / 251 str.

Ankita Bansal; Abha Jain; Sarika Jain

Opis

This book focusses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability prediction, test case selection, and so forth.

Spis treści

Implementation of Artificial Intelligence Techniques for Improving Software Engineering Sushma Malik, Monika Arora, Anamika Rana and Mamta Bansal Software effort estimation: Machine learning vs. Hybrid algorithms Wasiur Rhmann Implementation of Data Mining Techniques for Software Development Effort Estimation Deepti Gupta and Sushma Malik Empirical Software Measurements with Machine Learning Somya Goyal and Pradeep Kumar Bhatia Project Estimation And Scheduling Using Computational Intelligence Vikram Bali, Shivani Bali and Gaurav Singhania Application of Intuitionistic Fuzzy Similarity Measures in Strategic Decision-Making Anshu Ohlan Nature-Inspired Approaches to Test Suite Minimization for Regression Testing Anu Bajaj and Om Prakash Sangwan Identification and Construction of Reusable Components from Object-Oriented Legacy Systems using various Software Artifacts Amit Rathee and Jitender Kumar Chhabra A Software Component Evaluation and Selection Approach Using Fuzzy Logic Maushumi Lahon and Uzzal Sharma Smart Predictive Analysis for Testing Messaging-passing Applications Mohamed Elwakil Status of Agile Practices in the Software Industry in 2019 Ashish Agrawal, Anju Khandelwal and Jitendra Singh Agile Methodologies: A Performance Analysis To Enhance Software Quality Neha Saini and Indu Chhabra Pre-Trained Deep Neural Networks for Age Prediction from IRIS Biometrics Ganesh Sable, Murtaza Mohiuddin Junaid Farooque and Minakshi Rajput Hybrid Intelligent Decision Support Systems to Select The Optimum Fuel Blend in CI Engine Sakthivel and Naveen Kumar P Understanding the Significant Challenges of Software Engineering in Cloud Environment Santhosh S and Narayana Swamy Ramaiah