Machine Learning Applications In Software Engineering

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

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

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

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

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 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

The Illustrated Wavelet Transform Handbook: Introductory Theory and Applications in Science, Engineering, Medicine and Finance 2e provides an overview of the theory and practical applications of wavel

The 13 chapters in the collection describe computational techniques inspired in part by nature and natural systems to represent and organize information from business, science, computing, and engineer

Written for IT professionals and students, this textbook on adaptive business technologies and applications explains the advantages of "co-engineering" corporate IT systems with externally driven vari

Artificial Intelligence in Practice follows the same format as Big Data in Practice, featuring about 50 real world case studies of how companies use artificial intelligence and machine learning today.

Human Recognition in Unconstrained Environments: Using Computer Vision, Pattern Recognition and Machine Learning Methods for Biometrics provides a unique picture of the complete ‘in-the-wild’ biometri

Applications of Structural Fire Engineering contains the papers presented at ASFE 2017 (Manchester, UK, 7-8 September 2017. The ASFE’17 conference is the next in a series (2009, 2011, 2013, 2015) of s

Based around a theme of the construction of a game engine, this textbook is for final year undergraduate and graduate students, emphasising formal methods in writing robust code quickly. This book takes an unusual, engineering-inspired approach to illuminate the creation and verification of large software systems. Where other textbooks discuss business practices through generic project management techniques or detailed rigid logic systems, this book examines the interaction between code in a physical machine and the logic applied in creating the software. These elements create an informal and rigorous study of logic, algebra, and geometry through software. Assuming prior experience with C, C++, or Java programming languages, chapters introduce UML, OCL, and Z from scratch. Extensive worked examples motivate readers to learn the languages through the technical side of software science.

Though an individual can process a limitless amount of information, the human brain can only comprehend a small amount of data at a time. Using technology can improve the process and comprehension of

"This book provides a comprehensive view of all aspects of natural computing with emphasis on its main branches. It explores all main areas of natural computing, namely, nature-inspired computing, met

Lodhi (computing, Imperial College London, UK) and Yamanishi (Kyoto University, Japan) compile 17 chapters of current research in machine learning and applications to chemoinformatics tasks to study