Machine Learning Applications In Software Engineering

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

Make the most of R's dynamic capabilities and implement web applications with ShinyAbout This BookPresent interactive data visualizations in R within the Shiny frameworkConstruct web dashboards in a s

Build deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a

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

Optical devices are employed in an ever-increasing range of applications, from simple lenses to complex fibre-optic communication networks. This book provides a detailed introduction to modern optical engineering, covering the fundamental concepts as well as practical techniques and applications. Basic optical principles are presented, particularly reflection, refraction, aberrations, diffraction and interference. Building on this foundation, a wide variety of optical devices and processes are then discussed, including simple optical instruments, photodetectors, spatial light modulators, holography and lasers. Two chapters are devoted to linear system transforms and signal processing, and the book concludes with a chapter on fibre optics. The book contains many worked examples and over 250 problems (solutions manual for instructors available from the publishers). It will be invaluable to electrical engineering and physics undergraduates taking courses in optical engineering, photonics,

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 supplement to Engineering Mechanics: Statics - Computational Edition by Soutas-Little, Inman, and Balint, will provide all the necessary instructions to use recent versions of MATLAB? software to

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

Emphasizing a hands-on approach to tax education, every concept introduced in Fundamentals of Taxation includes meaningful exercises that allow students to reinforce what they are learning. This book

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

Ivar Jacobson, one of the Three Amigos of Rational, follows his fellow amigos, Grady Booch and James Rumbaugh, with the publication of The Road to the Unified Software Development Process, his own collection of the best of his work. Together with Stefan Bylund, Dr Jacobson has gathered the best of his articles from Object Magazine, JOOP, and ROAD, and updated them to reflect current trends in the industry. This book not only presents the best of his work, but it also tracks the development of the new Unified Software Development Process. This book is an excellent reference for software professionals who are interested in analysis and design. It provides real-world experience in developing quality software through disciplined engineering.

The understanding of fundamental concepts of electrical engineering is necessary before moving on to more advanced concepts. This book is designed as a textbook for an introductory course in electrical engineering for undergraduate students from all branches of engineering. The text is organized into fourteen chapters, and provides a balance between theory and applications. Numerous circuit diagrams and explicit illustrations add to the readability of the text. The authors have covered some important topics such as electromagnetic field theory, electrostatics, electrical circuits, magnetostatics, network theorems, three-phase systems and electrical machines. A separate chapter on measurement and instrumentation covers important topics including errors in measurement, electro-mechanical indicating instruments, current transformers and potential transformers in detail. Pedagogical features are interspersed throughout the book for better understanding of concepts.

This comprehensive textbook highlights the fundamental concepts and design principles related to water and wastewater engineering. Problems and issues arising from the lack of sustainable conventional treatment practices and potential methods for resolving problems are discussed in detail. The book starts with an introduction to water resources and the need for water and wastewater treatment, followed by evaluation of water demand in terms of quantity and quality. Mass transfer and transformation processes that are necessary for understanding the complexity of water pollution issues and treatment processes are discussed in detail. Pedagogical features include learning objectives, chapter-wise study outlines, detailed solutions to important problems and self-evaluation exercises with answers. Case studies for specific water treatment requirements are provided to enable the students to choose and apply only relevant treatment processes in their design.

In the second edition of New Learning: Elements of a Science of Education, renowned authors Mary Kalantzis and Bill Cope explore the contemporary debates and challenges in education. In this time of dramatic social change, education represents significant possibilities and opportunities. Written in accessible and lively style, this book examines learners and their learning environments and considers how schools can prepare their students for the future. Featuring new classroom examples, case studies and excellent online resources at newlearningonline.com, this book strikes a balance between theoretical understandings and their practical applications. Fully revised and updated, the second edition and its companion website include greater coverage of educational psychology and cognitive science perspectives, the use of assessment in education and curriculum developments around the world. New Learning, Second Edition is an inspiring and comprehensive resource for pre-service and in-servic

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

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.

Introduction to Food Engineering, Sixth Edition brings a much more in-depth and didactic presentation of classic food engineering topics, such as the relationship of engineering to the chemistry, microbiology, nutrition and processing of foods. The book brings more quantitative analyses and problem-solving content, adding more descriptive topics at the end of each chapter to facilitate teaching and student comprehension. Topics cover engineering fundamentals, principles of food processing and preservation operations, solids handling, microbial bioreactions, inactivation and inhibition of microorganisms, and a brief Introduction to economic considerations and regulations. This approach facilitates comprehensive learning that has proven valuable beyond the classroom as a lifetime professional reference.

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

Specialists in computer science, electrical engineering, informatics, and similar disciplines report recent innovations in multimodal mobile communications for members of the research and academic com

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

For numerous geotechnical applications soil dynamics are of special importance. In seismic engineering this affects the stability of dams, slopes, foundations, retaining walls and tunnels, while vibra

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

In this text for health information management students and for practicing professionals, Osborn (medical information management, The Ohio State University Health System) explains how statistical tech

Fatigue in Composites: Science, Damage Mechanics, and Design Applications, Second Edition, provides an authoritative review of the current knowledge on the fatigue behaviour of composites. It covers in detail a wide range of different problems encountered by designers in the automotive, marine and structural engineering industries. Divided over three sections, the first section of chapters is designed exclusively to illustrate, the investigation methodologies and the response of materials under cyclic loadings. The second section presents more advanced topics such as the response of materials under in-service or extreme conditions, as well as theoretical developments and modelling approaches. In the third and final section industrial cases and applications in different fields of engineering are discussed. Leading scientists from academia and industry have prepared the different chapters. Particular care has been devoted to coordinating the content, style and philosophy behind the vario

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

Fast-forward to the fun of embellishing clothes and other accessories. The motifs in this CD-ROM and book set are optimized for embroidery digitizing software compatible with home embroidery machines.

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

New and Improved SI Edition—Uses SI Units Exclusively in the TextAdapting to the changing nature of the engineering profession, this third edition of Fundamentals of Machine Elements aggressively delv

"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