Machine Learning Applications In Software Engineering

The manufacturing industry has experienced dramatic change over the years with growing advancements, implementations, and applications in technology.Manufacturing Intelligence for Industrial Engineer

An indispensable guide for engineers and data scientists in design, testing, operation, manufacturing, and maintenanceA road map to the current challenges and available opportunities for the research

This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were careful

Diagnosis-related groups (DRGs) are used in hospitals for the reimbursement of inpatient services. The assignment of a patient to a DRG can be distinguished into billing- and operations-driven DRG cla

Microbial engineering is the study of microorganisms and microbial ecology. Microbial engineering has applications in varied areas such as industrial fermentation, microbial degradation, medicine, etc

"This book brings together theory and practical application, thus offering a unified and thorough understanding of soil mechanics. Highlighting illustrative examples, technological applications, and t

In this book, the fundamentals of chemical engineering are presented with respect to applications in micro system technology, microfluidics, and transport processes within microstructures. Special fea

Due to their unique combination of characteristics (strong yet flexible and lightweight), fibrous materials are increasingly being used in technical applications, making it imperative to understand th

Vanyo (mechanical and environmental engineering, U. of California-Santa Barbara) presents the basic principles and applications of rotating fluid theory. Suitable for upper-level undergraduate or beg

This book introduces the kinetics of materials, emphasizing reactions and phase transformations of importance in industrial applications and reflecting the full breadth of the field, from metals, cera

Nanophotonics has emerged rapidly into technological mainstream with the advent and maturity of nanotechnology available in photonics and enabled many new exciting applications in the area of biomedic

From bestselling author S.S. Rao, a complete introduction to finite element methods, with applications to solid mechanics, fluid mechanics, and heat transfer. Revised and updated throughout, this new

In this age of rapid technological progress, the scope of computer and electronic engineering studies are vast. This book integrates the complex applications of computer engineering and electronics in

Designed for the non-expert student, enthusiast, or researcher, this text provides an accessible introduction to numerical computation and its applications in science and engineering. It assumes no pr

Combining thorough coverage of the basic principles of hydraulics with a wide-ranging treatment of practical, real-world applications, this text is structured into two parts: fundamentals, including h

In many practical situations, we are interested in statistics characterizing a population of objects: e.g. in the mean height of people from a certain area. Most algorithms for estimating such statist

Providing a comprehensive overview of various methods and applications in decision engineering, this book presents chapters written by a range experts in the field. It presents conceptual aspects of d

This timely book deals with a current topic, i.e. the applications of metaheuristic algorithms, with a primary focus on optimization problems in civil engineering. The first chapter offers a concise o

This classic text, now in its fourth edition, combines thorough coverage of the basic principles of hydraulics with a wide-ranging treatment of practical, real-world applications. It is carefully stru

Understanding mathematical modeling is fundamental in chemical engineering. This book reviews, introduces, and develops the mathematical models that are most frequently encountered in sophisticated ch

Gathering papers from the 2012 Workshop of the Venezuelan Society of Fluid Mechanics, this book presents results in theoretical and experimental fluid mechanics, and applications in turbines, hydrauli

Nanostructures for the Engineering of Cells, Tissues and Organs showcases recent advances in pharmaceutical nanotechnology, with particular emphasis on tissue engineering, organ and cell applications.

This compilation of proceedings covering the latest scientific and technological developments in design, development, and applications of engineering ceramics and composites provides a useful one-stop

The book presents a collection of selected papers from the I Workshop of the Venezuelan Society of Fluid Mechanics held on Margarita Island, Venezuela from November 4 to 9, 2012. Written by experts in

This extensively classroom-tested text takes an innovative approach to explaining software testing that defines it as the process of applying a few precise, general-purpose criteria to a structure or model of the software. The book incorporates cutting-edge developments, including techniques to test modern types of software such as OO, web applications, and embedded software. This revised second edition significantly expands coverage of the basics, thoroughly discussing test automaton frameworks, and it adds new, improved examples and numerous exercises. The theory of coverage criteria is carefully and cleanly explained to help students understand concepts before delving into practical applications, while extensive use of the JUnit test framework gives students practical experience in a test framework popular in the industry. Exercises, meanwhile, feature specifically tailored tools that allow students to check their own work. The book's website also offers an instructor's manual, Powe

Thoroughly updated with improved pedagogy, the fifth edition of this classic textbook continues to provide students with a clear and comprehensive introduction the fundamentals of the finite element method. New features include enhanced coverage of introductory topics in the context of simple 1D problems, providing students with a solid base from which to advance to 2D and 3D problems; expanded coverage of more advanced concepts, to reinforce students' understanding; over 30 additional solved problems; and downloadable MATLAB, Python, C, Javascript, Fortran and Excel VBA code packages, providing students with hands-on experience, and preparing them for commercial software. Accompanied by online solutions for instructors, this is the definitive text for senior undergraduate and graduate students studying a first course in the finite element method and finite element analysis, and for professional engineers keen to shore up their understanding of finite element fundamentals.

This book covers the progress made in the area of wide bandgap semiconductor (WBG) technologies, in particular SiC, with a strong emphasis on their applications torapidly progressing areas such as aut

The latest advances in computational methods have increased their scalability across a diverse range of applications and possible practical deployment. This book outlines the key emerging trends in co

This book constitutes the refereed proceedings of the 13th International Conference on Fundamental Approaches to Software Engineering, FASE 2010, held in Paphos, Cyprus, in March 2010, as part of ETAP

Teaching to Individual Differences in Science and Engineering Librarianship: Adapting Library Instruction to Learning Styles and Personality Characteristics applies learning styles and personality cha

This book is about fuzzy logic control and its applications in managing, controlling and operating electrical energy systems. It aims to convey an understanding of design approaches to fuzzy logic con

Enhanced with a remarkable number of new problems and applications, the Second Edition of CHEMISTRY FOR ENGINEERING STUDENTS provides a concise, thorough, and relevant introduction to chemistry that

This tutorial volume includes revised and extended lecture notes of six long tutorials, five short tutorials, and one peer-reviewed participant contribution held at the 4th International Summer School

The field of data mining is receiving significant attention in today's information-rich society, where data is available from different sources and formats, in large volumes, and no longer constitutes

Efficient Learning Machines explores all the major topics of machine learning, including big data, knowledge discovery, classifications, genetic algorithms, neural networking, kernel methods, and gami

"This book explores macro and micro studies of FOSS ecology, studies of project tasks, an exploratory analysis of free and open source software ecology, finds of influential nodes in Sourceforge.net u

This book constitutes the refereed proceedings of the 7th International Conference on Software Language Engineering, SLE 2014, held in Vasteras, Sweden, in September 2014. The 19 revised full papers p