Machine Learning Applications In Software Engineering

Node.js is a relatively new platform that lets software developers write the server side of web applications in JavaScript. Problem is—solid examples that show how to implement Node.js in production a

This book is designed to serve senior-level engineering students taking a capstone design course in fluid and thermal systems design. It is built from the ground up with the needs and interests of pra

This SpringerBrief reveals the latest techniques in computer vision and machine learning on robots that are designed as accurate and efficient military snipers. Militaries around the world are investi

This book goes beyond neuroscience explanations of learning to demonstrate exactly what works in the classroom and why. Lessons from mind, brain, and education science are put into practice using stud

THE DIGITAL INFORMATION AGE SECOND EDITION by bestselling author Roman Kuc is designed for students considering electrical engineering as a major, and non-engineering majors interested in understandin

Applications of some selected soft computing methods to acoustics and sound engineering are presented in this book. The aim of this research study is the implementation of soft computing methods to mu

This book presents a comprehensive overview of medical image analysis. Practical in approach, the text is uniquely structured by potential applications. Features: presents learning objectives, exercis

Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Recent advances in hardware and software technology have lead to a number of unique

Included in this set:Differential Equation Analysis in Biomedical Science and Engineering: Partial Differential Equation Applications with RWith the needed mathematical and computational tools, this b

This book summaries LabVIEW principles and definitions, with some applications. Many of examples and reconstruction programming tools in electrical and computer engineering, controlling systems, datab

Discussing recent advances in food processing technologies that allow for more energy efficient, cost effective, and healthier foods, this book examines the basic principles and major applications of

In 1769, the court of Empress Maria Theresia witnessed one of that era's most amazing feats of engineering: a machine that could play chess. Artfully constructed by a Hungarian nobleman named Wolfgang

The only DP Chemistry resource developed with the IB to accurately match the new 2014 syllabus for both SL and HL, this revised edition gives you unrivalled support for the new concept-based approach to learning, the Nature of Science. Understanding, applications and skills are integrated in every topic, alongside TOK links and real-world connections to truly drive independent inquiry. Assessment support straight from the IB includes practice questions and worked examples in each topic, alongside support for the Internal Assessment and Extended Essay. Truly aligned with the IB philosophy, this course book gives unparalleled insight and support at every stage.

Wilson, a counselor and social worker in New Zealand, shows how to apply concepts from neuroscience to mental health practice. She focuses on plasticity, but also discusses learning and memory, mirror

"This book presents the applications of cloud computing in various settings, such as scientific research, education, e-learning, ubiquitous learning, and social computing, providing various examples,

This is an easy-to-follow guide, full of hands-on and real-world examples of applications. Each of the vulnerabilities discussed in the book is accompanied with the practical approach to the vulnerabi

Written by Susan McMurry, the Study Guide and Solutions Manual provide answers and explanations to all in-text and end-of-chapter exercises, and include supplemental information via appendices. This p

Data mining is well on its way to becoming a recognized discipline in the overlapping areas of IT, statistics, machine learning, and AI. Practical Data Mining for Business presents a user-friendly ap

Linear models are widely used in applications in physical science, engineering, social science and business. The world of R has expanded in the ten years that have passed since this text’s first editi

In recent decades, Polyoxmethylene (POM) has been positioned on the market as a high performance engineering polymer with increasing worldwide demand, particularly in the automotive, electronics, medi

Digital systems, such as phones, computers and PDAs, place continuous demands on our cognitive and perceptual systems. They offer information and interaction opportunities well above our processing abilities, and often interrupt our activity. Appropriate allocation of attention is one of the key factors determining the success of creative activities, learning, collaboration, and many other human pursuits. This book presents research related to human attention in digital environments. Original contributions by leading researchers cover the conceptual framework of research aimed at modelling and supporting human attentional processes, the theoretical and software tools currently available, and various application areas. The authors explore the idea that attention has a key role to play in the design of future technology and discuss how such technology may continue supporting human activity in environments where multiple devices compete for people's limited cognitive resources.

Intelligent technical systems, which combine mechanical, electrical and software engineering with control engineering and advanced mathematics, go far beyond the state of the art in mechatronics and o

Intelligent technical systems, which combine mechanical, electrical and software engineering with methods from control engineering and advanced mathematics, go far beyond the state of the art in mechatronics and open up fascinating perspectives. Among these systems are so-called self-optimizing systems, which are able to adapt their behavior autonomously and flexibly to changing operating conditions. The Collaborative Research Center 614 "Self-optimizing concepts and structures in mechanical engineering" pursued the long-term aim to enable others to develop dependable self-optimizing systems. Assuring their dependability poses new challenges. However, self-optimization also offers the possibility to adapt the system's behavior to improve dependability during operation. The aim of this book is to provide methods and techniques to master the challenges and to exploit the possibilities given by self-optimization. The reader will be able to develop self-optimizing systems that fulfill and

Professionals in both fields provide epidemiological tools to behavioral scientists and behavioral context to epidemiologists in order to advance the field of public health. They focus on how the prin

Since its first volume in 1960, Advances in Computers has presented detailed coverage of innovations in computer hardware, software, theory, design, and applications. It has also provided contributors

This text introduces the computer environment and productivity software applications in Microsoft Office 2010, Microsoft Office for Mac 2011, and the OpenOffice.org suite to students and beginners who

The SCADE tool has been used from many years for the development of safety critical software in the nuclear, aeronautics and railways sectors. The language supported by this tool is also called SCADE

The majority of all knowledge concerning atoms, molecules, and solids has been derived from applications of group theory. Taking a unique, applications-oriented approach, this book gives readers the tools needed to analyze any atomic, molecular, or crystalline solid system. Using a clearly defined, eight-step program, this book helps readers to understand the power of group theory, what information can be obtained from it, and how to obtain it. The book takes in modern topics, such as graphene, carbon nanotubes and isotopic frequencies of molecules, as well as more traditional subjects: the vibrational and electronic states of molecules and solids, crystal field and ligand field theory, transition metal complexes, space groups, time reversal symmetry, and magnetic groups. With over 100 end-of-chapter exercises, this book is invaluable for graduate students and researchers in physics, chemistry, electrical engineering and materials science.

Classical computer science textbooks tell us that some problems are 'hard'. Yet many areas, from machine learning and computer vision to theorem proving and software verification, have defined their own set of tools for effectively solving complex problems. Tractability provides an overview of these different techniques, and of the fundamental concepts and properties used to tame intractability. This book will help you understand what to do when facing a hard computational problem. Can the problem be modelled by convex, or submodular functions? Will the instances arising in practice be of low treewidth, or exhibit another specific graph structure that makes them easy? Is it acceptable to use scalable, but approximate algorithms? A wide range of approaches is presented through self-contained chapters written by authoritative researchers on each topic. As a reference on a core problem in computer science, this book will appeal to theoreticians and practitioners alike.

The Cambridge Handbook of Engineering Education Research is the critical reference source for the growing field of engineering education research, featuring the work of world luminaries writing to define and inform this emerging field. The Handbook draws extensively on contemporary research in the learning sciences, examining how technology affects learners and learning environments, and the role of social context in learning. Since a landmark issue of the Journal of Engineering Education (2005), in which senior scholars argued for a stronger theoretical and empirically driven agenda, engineering education has quickly emerged as a research-driven field increasing in both theoretical and empirical work drawing on many social science disciplines, disciplinary engineering knowledge, and computing. The Handbook is based on the research agenda from a series of interdisciplinary colloquia funded by the US National Science Foundation and published in the Journal of Engineering Education in Oc

This modern introduction to seismic data processing in both exploration and global geophysics demonstrates practical applications through real data and tutorial examples. The underlying physics and mathematics of the various seismic analysis methods are presented, giving students an appreciation of their limitations and potential for creating models of the sub-surface. Designed for a one-semester course, this textbook discusses key techniques within the context of the world's ever increasing need for petroleum and mineral resources - equipping upper undergraduate and graduate students with the tools they need for a career in industry. Examples presented throughout the text allow students to compare different methods and can be demonstrated using the instructor's software of choice. Exercises at the end of sections enable students to check their understanding and put the theory into practice and are complemented by solutions for instructors and additional case study examples online to c

This graduate textbook describes atomic-level kinetics (mechanisms and rates) of thermal energy storage, transport (conduction, convection, and radiation), and transformation (various energy conversions) by principal energy carriers. The approach combines the fundamentals of molecular orbitals-potentials, statistical thermodynamics, computational molecular dynamics, quantum energy states, transport theories, solid-state and fluid-state physics, and quantum optics. The textbook presents a unified theory, over fine-structure/molecular-dynamics/Boltzmann/macroscopic length and time scales, of heat transfer kinetics in terms of transition rates and relaxation times, and its modern applications, including nano- and microscale size effects. Numerous examples, illustrations, and homework problems with answers that enhance learning are included. This new edition includes applications in energy conversion (including chemical bond, nuclear, and solar), expanded examples of size effects, inclusio

This presentation of breeding fermentation strains of microbes has applications in a range of industrial contexts. Leading researchers describe their cutting-edge use of ‘omics’ information and explai

"Gene Therapy for Cartilage and Bone Tissue Engineering" outlines the tissue engineering and possible applications of gene therapy in the field of biomedical engineering as well as basic principles of

This book addresses many new developments of DOBC in both theory and application aspects. During the past 30 years, DOBC has achieved successful applications in engineering due to its powerful abiliti

This book presents the theory and practice of major multilevel modeling techniques in a variety of contexts using R as the software tool. It describes the applications and extensions of multilevel mod

The subject theory is important in finance, economics, investment strategies, health sciences, environment, industrial engineering, etc.

In a small software engineering company in England, a game changing algorithm for encrypting data has been invented, which will have far reaching consequences for the fight against terrorism. The Secu

This book is designed to serve senior-level engineering students taking a capstone design course in fluid and thermal systems design. It is built from the ground up with the needs and interests of pra

Analyzing how hacks are done, so as to stop them in the futureReverse engineering is the process of analyzing hardware or software and understanding it, without having access to the source code or des