Machine Learning Applications In Software Engineering

Software testing is conducted to provide stakeholders with information about the quality of a product under testing. The book, which is a result of the two decades of teaching experience of the author, aims to present testing concepts and methods that can be used in practice. The text will help readers to learn how to find faults in software before it is made available to users. A judicious mix of software testing concepts, solved problems and real-life case studies makes the book ideal for a basic course in software testing. The book will be a useful resource for senior undergraduate/graduate students of engineering, academics, software practitioners and researchers.

Advanced Composite Materials for Aerospace Engineering: Processing, Properties and Applications predominately focuses on the use of advanced composite materials in aerospace engineering. It discusses

This volume brings together innovative research, new concepts, and novel developments in the application of new tools for chemical engineers. It presents significant research, reporting on new methodo

This book covers the applications of multiphase reactors in the energy-related processes, especially to the emerging processes of clean, highly efficient conversion of fossil fuels to chemical product

Widely adopted around the world, this is a core materials science and mechanical engineering text. Engineering Materials 1 gives a broad introduction to the properties of materials used in engineerin

The past decade has seen increasing interest in digital watermarking systems the data hiding systems where the hidden information is required to be robust against intentional or non-intentional manipu

Trigonometry for Engineering Technology is designed to teach the fundamentals to students new to the subject and is also useful for in-house training programs and as a self-study refresher. The text u

Discover how all levels Artificial Intelligence (AI) can be present in the most unimaginable scenarios of ordinary lives. This book explores subjects such as neural networks, agents, multi agent syste

Many Python developers are curious about what machine learning is and how it can be concretely applied to solve issues faced in businesses handling medium to large amount of data.Machine Learning with

Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight in

Optimization is used to determine the most appropriate value of variables under given conditions. The primary focus of using optimisation techniques is to measure the maximum or minimum value of a function depending on the circumstances. This book discusses problem formulation and problem solving with the help of algorithms such as secant method, quasi-Newton method, linear programming and dynamic programming. It also explains important chemical processes such as fluid flow systems, heat exchangers, chemical reactors and distillation systems using solved examples. The book begins by explaining the fundamental concepts followed by an elucidation of various modern techniques including trust-region methods, Levenberg–Marquardt algorithms, stochastic optimization, simulated annealing and statistical optimization. It studies the multi-objective optimization technique and its applications in chemical engineering and also discusses the theory and applications of various optimization software

This best-selling title both in German and English is now enhanced by a new chapter on the important topical subject of measurement uncertainty, plus a CD-ROM with interactive examples in the form of

This volume contains the proceedings of the 6th International Symposium on Ambient Intelligence (ISAmI 2015), held in Salamanca, Spain on June 3th-5th at the University of Salamanca. After a careful r

This book constitutes the refereed proceedings of the 16th International Conference on Formal Engineering Methods, ICFEM 2014, held in Luxembourg, Luxembourg, in November 2014. The 28 revised full pap

Stauber (BMW Group, Germany) and Vollrath (VDI-Gesellschaft Kunstofftechnik, Germany) provide an overview of current plastic polymer applications for automotive exteriors in European car manufacturing

This book provides a systematic, modern introduction to solid mechanics that is carefully motivated by realistic Engineering applications. Based on 25 years of teaching experience, Raymond Parnes uses

This Handbook presents the latest thinking and current examples of design research in education. Design-based research involves introducing innovations into real-world practices (as opposed to constra

This book constitutes the refereed proceedings of the 6th Software Quality Days Conference (SWQD) held in Vienna, Austria, in January 2014.This professional symposium and conference offers a range of

This book provides a complete and clear introduction to the use of adhesives to form load-bearing joints in bridges, civil engineering and building structures. Recent advances in adhesive technology have led to a rapid growth in the use of adhesives and in many cases, the use of adhesives can prove more convenient, less expensive, stronger, and more durable than traditional methods of joining. The first part of this book addresses the crucial factors involved in the formation of a successful adhesive joint, including adhesive selection, surface preparation, joint design, fabrication and protection from the environment. The second part of the book describes the growing uses of adhesives to repair and strengthen existing structures, in addition to describing their use in new constructions and applications which are now being developed for the future. The connections between the two parts of the book are brought out wherever possible so that the links between theory and practice are empha

This book provides a complete and clear introduction to the use of adhesives to form load-bearing joints in bridges, civil engineering and building structures. Recent advances in adhesive technology have led to a rapid growth in the use of adhesives and in many cases, the use of adhesives can prove more convenient, less expensive, stronger, and more durable than traditional methods of joining. The first part of this book addresses the crucial factors involved in the formation of a successful adhesive joint, including adhesive selection, surface preparation, joint design, fabrication and protection from the environment. The second part of the book describes the growing uses of adhesives to repair and strengthen existing structures, in addition to describing their use in new constructions and applications which are now being developed for the future. The connections between the two parts of the book are brought out wherever possible so that the links between theory and practice are empha

Gonzalez (computer science, U. of La Laguna, Spain) brings together a group of technology, computer science, software engineering, informatics, and other researchers from Europe, Australia, and South