Machine Learning Applications In Software Engineering

This unique reference source, edited by the world's most respected expert on molecular interaction field software, covers all relevant principles of the GRID force field and its applications in medici

Provide your students with the best in keyboarding education from the proven keyboarding leader--now stronger than ever! This latest edition of CENTURY 21 COMPUTER SKILLS AND APPLICATIONS helps studen

Hydrometallurgy: Principles and Applications focuses on the theoretical principles and engineering aspects of hydrometallurgical processes. Written in a reader-friendly style, it offers complete cover

A textbook for a graduate or advanced undergraduate course in neural networks for computer-science or engineering students. Presumes the standard calculus, differential equations, and advanced mathema

"This book focuses on the use of visualization technologies to assist in the process of better comprehending scientific concepts, data, and applications by highlighting the utilization of visual power

Over the last twenty years we have witnessed a revolution in ground stabilization in both underground and above-ground applications, thanks largely to the widespread adoption of shotcrete as a medium

This collection considers the potential value of emerging social software tools for learners in the new millennium and describes pedagogy applications of the new technologies in higher education. The

This pioneering text/reference presents a detailed focus on the use of machine vision techniques in industrial inspection applications. An internationally renowned selection of experts provide insight

Contributors from natural language processing, machine learning, knowledge representation and engineering, and user interface design explore theories and practices by which people can learn simply by

International contributors in computer science, engineering, and computer-aided manufacturing provide an overview of virtual reality concepts and technologies being used in sectors such as manufacturi

Long employed in electrical engineering, the discrete Fourier transform (DFT) is now applied in a range of fields through the use of digital computers and fast Fourier transform (FFT) algorithms. But

Uchida (information and computer sciences, Saitama U., Japan) offers an overview of research into both chaos--nonlinear dynamics--and lasers--photonics--that have engineering applications in optical c

A novel approach to decision engineering, with a verified framework for modeling human reasoning Soft Computing Evaluation Logic provides an in-depth examination of evaluation decision problems and pr

"Probability is ubiquitous in every branch of science and engineering. This text on probability and random processes assumes basic prior knowledge of the subject at the undergraduate level. Targeted f

The digital age has driven the need to combine radio-frequency engineering experience with overall high-speed digital design, as well as the need for an overall understanding of system performance. In

Written to address technical concerns that mobile developers face regardless of the platform (J2ME, WAP, Windows CE, etc.), this 2005 book explores the differences between mobile and stationary applications and the architectural and software development concepts needed to build a mobile application. Using UML as a tool, Reza B'far guides the developer through the development process, showing how to document the design and implementation of the application. He focuses on general concepts, while using platforms as examples or as possible tools. After introducing UML, XML and derivative tools necessary for developing mobile software applications, B'far shows how to build user interfaces for mobile applications. He covers location sensitivity, wireless connectivity, mobile agents, data synchronization, security, and push-based technologies, and finally homes in on the practical issues of mobile application development including the development cycle for mobile applications, testing mobile

Exponential random graph models (ERGMs) are increasingly applied to observed network data and are central to understanding social structure and network processes. The chapters in this edited volume provide a self-contained, exhaustive account of the theoretical and methodological underpinnings of ERGMs, including models for univariate, multivariate, bipartite, longitudinal and social-influence type ERGMs. Each method is applied in individual case studies illustrating how social science theories may be examined empirically using ERGMs. The authors supply the reader with sufficient detail to specify ERGMs, fit them to data with any of the available software packages and interpret the results.

This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image

Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical models for high-dimensional data analysis. Comprehensive in its approach, it provides unified coverage of many different low-dimensional models and analytical techniques, including sparse and low-rank models, and both convex and non-convex formulations. Readers will learn how to develop efficient and scalable algorithms for solving real-world problems, supported by numerous examples and exercises throughout, and how to use the computational tools learnt in several application contexts. Applications presented include scientific imaging, communication, face recognition, 3D vision, and deep networks for classification. With code available online, this is an ideal textbook for senior and graduate students in computer science, data science, and electrical engineering, as well as for those taking courses on sparsity, low-dimensional str

Resistivity and induced polarization methods are used for a wide range of near-surface applications, including hydrogeology, civil engineering and archaeology, as well as emerging applications in the agricultural and plant sciences. This comprehensive reference text covers both theory and practice of resistivity and induced polarization methods, demonstrating how to measure, model and interpret data in both the laboratory and the field. Marking the 100 year anniversary of the seminal work of Conrad Schlumberger (1920), the book covers historical development of electrical geophysics, electrical properties of geological materials, instrumentation, acquisition and modelling, and includes case studies that capture applications to societally relevant problems. The book is also supported by a full suite of forward and inverse modelling tools, allowing the reader to apply the techniques to a wide range of applications using digital datasets provided online. This is a valuable reference for gr

Although this handbook focuses on bistatic radar developments since 1995 it includes comprehensive coverage of multistatic advances as well, including recently declassified military applications for b

Drawing on studies of 20 project organizations, this work shows professionals in any project-based organization how to use lean and agile software development principles to improve team performance an

"This book is for academic researchers and engineers who work with distance learning programs and software systems, as well as general users of distance education technologies and methods including co

Adventures in Chemistry engages non-science majors in learning about compelling applications such as forensics, infectious diseases, and the chemistry of art, while also introducing them to the fundam

This book describes in detail a research project dedicated to liquid-particle flow using ultrasound techniques. The project consists of theoretical, experimental, data science, finite element modeling, mechanical design and project management components. The objective of the project was to develop the ultrasonic methodology for measurement and characterization of liquid flow containing solid particles, in online (real-time) measurement conditions. The project consists of primary and complementary studies. The primary studies comprise development of the ultrasonic methodology for the simultaneous measurement of the average particle concentration and flow speed parameters. The developed methodology is based on the ultrasonic attenuation spectroscopy and the sound speed measurement methods, supported by data science programs. The complementary studies include acoustic streaming, designing a small-scale rotational test cell with an annular flow channel, testing it for various applications

Recent years have seen a rapid expansion in the applications of advanced thin film coatings in areas including photovoltaics, energy conversion, energy efficiency, biomedical engineering, telecommunic

Perturbation theory is a fascinating and fundamental topic in mathematics and its applications to the natural and engineering sciences. In this workbook, each explicit example is studied and methods i

This book is an introduction to techniques and applications of optical methods for materials Characterization in civil and environmental engineering. Emphasizing chemical sensing and diagnostics, it i

This book demonstrates the power of neural networks in learning complex behavior from the underlying financial time series data. The results presented also show how neural networks can successfully be

Fog computing is rapidly expanding in its applications and capabilities through various parts of society. Utilizing different types of virtualization technologies can push this branch of computing to

The discipline of counseling is enriched by research by practitioners, yet as students many learned research techniques and applications cobbled together from other disciplines. In this edition the au

The Seventh Edition of CRIMINAL JUSTICE IN ACTION places you in the center of the action and helps you excel in your criminal justice course! You'll explore vivid real-life applications that clarify k

This new edition is intended for a one semester course in optics for juniors and seniors in science and engineering. It uses scripts from Maple, MathCad, Mathematica, and MATLAB to provide a simulated

Information technology and education specialists from around the world present 25 articles on the use of cloud computing in STEM (science, technology, engineering, and math) education for improved lea

Organizational Learning, Performance, and Change presents the most current theoretical frameworks and practical applications in the field of human resource development. Drawing from the authors' pione

The overall aim of this reader-friendly book is to enable current and prospective teachers as well as other education professionals to improve practice, leading to more successful learning for all students. Drawing on her extensive experience as both a high school teacher and a university professor, Inez De Florio provides an evidence-informed and value-based approach to teaching and learning that takes the personality and the accountability of teaching professionals into account. Students' needs and interests are the primary focus of an evidence-informed teaching model, MET (Model of Effective Teaching), which is described and exemplified in detail. In order to allow for informed decisions and suitable applications of the steps of the MET, the book provides, furthermore, a succinct and comprehensible introduction to the main features and types of educational research, especially newer findings of evidence-based education such as presented in John Hattie's research.

"This publication is a key resource on the latest advancements in business applications and the use of mining software solutions to achieve optimal decision-making and risk management results. Highlig

Developments in Antenna Analysis and Synthesis presents recent developments in antenna design and modeling techniques for a wide variety of applications, chosen because they are contemporary in nature

This advanced research monograph is devoted to the Wiener-Hopf technique, a function-theoretic method that has found applications in a variety of fields, most notably in analytical studies of diffract

This book covers over two decades research on Spherical Nucleic Acids and their anisotropic analogues, including synthesis and fundamental properties, and applications in colloidal crystallization, ad