Machine Learning Applications In Software Engineering

The 14 chapters in this collection explore the possibilities of web-based software for supporting learning via group interaction. The contributors describe the different Web 2.0 and social software to

A comprehensive review of the Finite Element Method (FEM), this book provides the fundamentals together with a wide range of applications in civil, mechanical and aeronautical engineering. It addresse

Coffey and Kalmykov demonstrate how the concept of the equation of motion of a Brownian particle--the Langevin equation--may be radically extended to solve the nonlinear problems that arise in the

Features a solid foundation of mathematical and computational tools to formulate and solve real-world PDE problems across various fieldsWith a step-by-step approach to solving partial differential equ

Features a solid foundation of mathematical and computational tools to formulate and solve real-world ODE problems across various fieldsWith a step-by-step approach to solving ordinary differential eq

Advanced Engineering Analysis is a textbook on modern engineering analysis, covering the calculus of variations, functional analysis, and control theory, as well as applications of these disciplines t

Building on his highly successful textbook on C++, David Yevick provides a concise yet comprehensive one-stop course in three key programming languages, C++, Java and Octave (a freeware alternative to MATLAB). Employing only public-domain software, this book presents a unique overview of numerical and programming techniques, including object-oriented programming, elementary and advanced topics in numerical analysis, physical system modelling, scientific graphics, software engineering and performance issues. Compact, transparent code in all three programming languages is applied to the fundamental equations of quantum mechanics, electromagnetics, mechanics and statistical mechanics. Uncommented versions of the code that can be immediately modified and adapted are provided online for the more involved programs. This compact, practical text is an invaluable introduction for students in all undergraduate- and graduate-level courses in the physical sciences or engineering that require numer

This book describes efforts to improve subject-independent automated classification techniques using a better feature extraction method and a more efficient model of classification. It evaluates three

"This book captures the latest research and innovations and case studies in the field of software development risk management. A number of tools, methods, processes alongside theoretical concepts have

The purpose of this handbook is to allow users to learn and master the mathematics software package MATLAB, as well as to serve as a quick reference to some of the most used instructions in the packag

This book is concerned with the design, development, and evaluation of a new form of interactive multimedia computer-aided learning (CAL): technology-assisted problem-solving (TAPS) packages, which in

Chemuturi, a software development consultant and expert on quality assurance and testing in both the manufacturing and software industries, presents this overview of best practices for the software QA

Language Learner Strategies combines principles with research and classroom practice, providing a new view of language learning to inform policy and teaching methodology. Divided into three parts, the

The revolutions in software technology in last few decades require a solid foundation of complex structures. Software architecture is an emerging branch of software engineering which presents a bluepr

This handbook is intended for students in electrical engineering and for engineers working in electricity-related industries such as power utilities, manufacturing, and engineering companies. In addit

Composites are materials in which two or more distinct materials are combined together but remain uniquely indentifiable in the mixture. Composites maintain an interface between components and act in

Presents opportunities for making significant improvements in preventing harmful effects that can be caused by corrosionDescribes concepts of molecular modeling in the context of materials corrosionIn

This handbook provides a comprehensive overview of theory, methods, and solutions in modeling and simulation support for system of systems engineering. In addition, the book offers researchers, academ

Civil engineers from around the world show how the tools of optimum design developed for linear elastic structure behavior in structures under static loading condition, can be applied in designing ear

Proven guidelines for reducing thermal deformation in machine tools Written by global experts in the field of machine tool engineering, this authoritative work offers tested solutions for reducing the