Machine Learning Applications In Software Engineering

This text covers the basic techniques and applications of engineering economy for all disciplines in the engineering profession.The writing style emphasizes brief, crisp coverage of the principle or t

Thoroughly updated and revised, this book provides an engineering-based survey of modern solar energy concepts and practical applications. Since publication of the 2nd edition, in 2000, a number of ma

Biometrics and Kansei Engineering is the first book to bring together the principles and applications of each discipline. The future of biometrics is in need of new technologies that can depend on peo

This book provides the latest research on and applications of advanced GNSS (Global Navigation Satellite System) and 3D spatial techniques in the fields of Civil and Environmental Engineering, Geophys

Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviating too much from expected performance. At an enterprise level, transfer learning allows knowledge to be reused so experience gained once can be repeatedly applied to the real world. For example, a pre-trained model that takes account of user privacy can be downloaded and adapted at the edge of a computer network. This self-contained, comprehensive reference text describes the standard algorithms and demonstrates how these are used in different transfer learning paradigms. It offers a solid grounding for newcomers as well as new insights for seasoned researchers and developers.

This collection of theoretical and empirical research addresses the most recent advances in cooperative learning and its applications, implications, and effects on teachers and students at both the el

This book is a comprehensive guide to contemporary and emerging applications for Mo(W)-based catalysts in a variety of contexts. The authors cover the synthesis, characterization, and catalytic ap

The book presents a comprehensive overview of modern mathematical concepts, models, methods and tools with applications in computer graphics, computer vision and machine learning.Fifteen topics in mod

Providing an overview of the foundations of engineering from a fundamental scientific and physical perspective, this book reinforces the basic scientific and mathematical principles which underpin a range of engineering disciplines and applications. It covers the basics of physics, including quantum physics, as well as some key topics in chemistry, making it a valuable resource for both students and professionals looking to gain a more coherent and interdisciplinary understanding of engineering systems. Throughout, the focus is on common features of physical systems (such as mechanical and electronic resonance), showing how the same underlying principles apply to different disciplines. Problems are provided at the end of each chapter including conceptual questions and examples to demonstrate the practical application of fundamental scientific principles. These include real-world examples, which are solvable using computational packages such as MATLAB.

Described by Catholic World (2006) as "a treasure trove for beginning literacy" in the disciplines of science, technology, and ethics, the 2005 edition of Encyclopedia Of Science, Technology, and Ethi

Modern petroleum and petrotechnical engineering is increasingly challenging due to the inherently scarce and decreasing number of global petroleum resources. Exploiting these resources efficiently wil

With the constant increase in applications involving image processing and multimedia procedures digital signal processing (DSP) is important for modern information engineering. One- and Multidimension

Wave propagation is central to all areas of petroleum engineering, e.g., drilling vibrations, MWD mud pulse telemetry, swab-surge, geophysical ray tracing, ocean and current interactions, electromagne

Exploring the relationship between the human sense of locomotion in virtual environments and the broader scientific and engineering literature on human locomotion and locomotion interfaces, this volum

Since the 1950s control theory has established itself as a major mathematical discipline, particularly suitable for application in a number of research fields, including advanced engineering design, e

Most available books on computational electrodynamics are focused on FDTD, FEM, or other specific technique developed in microwave engineering. In contrast, Fourier Modal Method and Its Applications i

Complex Social Networks is a newly emerging (hot) topic with applications in a variety of domains, such as communication networks, engineering networks, social networks, and biological networks. In th

The series Advances in Industrial Control aims to report and encourage technology transfer in control engineering. The rapid development of control technology has an impact on all areas of the control

A major goal of materials science is to create new engineering materials and optimize their cost and performance. Understanding how adjacent materials behave at their borders is an essential part of t

Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new computer defenses on the fly. Using the same algorithms that anti

International contributors to this book include researchers and practitioners in online learning, computing education, distance education, higher education, ICT, and management information systems. In

"Pattern Recognition, Machine Intelligence and Biometrics" covers the most recent developments in Pattern Recognition and its applications, using artificial intelligence technologies within an increas

Machine tools are the main production factor for many industrial applications, in important sectors such as the automotive and aeronautical industry, precision parts, human implants, and mechanical c

A detailed examination of learning classifier systems (LCS), a form of machine learning system, which incorporates both Evolutionary Algorithms and Reinforcement Learning Algorithms.

Plant & Soil Science Fundamentals and Applications combines the basic knowledge of plant and soil science, in and easy to read and teach format, and provides practical ?real world? application for in

Principles of Operating Systems: Design and Applications is an ideal resource for anyone who wants to gain a basic understanding of operating systems in the context of the applications in which they a

This work unites US and international contributors (many affiliated with Columbia University) in instructional technology, education, disabilities, cognitive studies, software development, teaching, a

Intended as a intermediate text in management science programs, this text explains operations research, emphasizing model formulation and model building as being of equal importance to the interpretat

As one of the most practical and applied texts available, EFFECTIVE HUMAN RELATIONS incorporates hundreds of examples of real human relations issues and practices in successful companies. The authors

Just getting started in the computer world? This introductory text, CENTURY 21?, JR. COMPUTER APPLICATIONS WITH KEYBOARDING, 3E is the perfect companion for navigation of computer basics, file managem

Master the human relation skills you need to become successful managers in today's workplace with one of the most widely used human relations texts available. EFFECTIVE HUMAN RELATIONS: INTERPERSONAL

Looking for a solution to get your students started in the computer world? This introductory text, CENTURY 21, JR. INPUT TECHNOLOGIES AND COMPUTER APPLICATIONS, 2e is the perfect companion for navigat

Covers the basic principles of failure of metallic and non-metallic materials in mechanical design applications. Updated to include new developments on fracture mechanics, including both linear-elasti

"This book overviews the opportunities provided by new technologies, applications, and research in the areas of ubiquitous learning and how those technologies can be successfully implemented"--

This book explains the main ideas behind MemComputing, its theoretical foundations and its applicability to a wide variety of combinatorial optimization problems, machine learning, and quantum mechani

This book presents the established fundamentals in the area of active sound and vibration control as well as exploring the new and emerging technologies and techniques. There has been a considerable

This work gathers the latest research on cognitive, metacognitive, and social aspects of serious games in educational applications. International contributors offer perspectives from educational techn

In a research handbook on nanotechnology-related sensor modeling, electrical and electronic engineers and other contributors explore such topics as silicene nanoribbons and nanopores for nanoelectroni

Refinement is one of the cornerstones of the formal approach to software engineering, and its use in various domains has led to research on new applications and generalisation. This book brings togeth