Machine Learning Applications In Software Engineering

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

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

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

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

Today, web applications are the most important type of software applications. This textbook shows how to design and implement them, using a model-based engineering approach that covers general informa

Materials in Today's World is an entry-level introduction to the exciting world of materials science and engineering, especially for those with little or no background in the field. The 3rd edition i

The book discusses the business environment, opportunities, challenges, strategic approaches and managerial applications for doing business in Russia. It is designated for entrepreneurs and students,

Implement real-time data processing applications on the Raspberry Pi. This book uniquely helps you work with data science concepts as part of real-time applications using the Raspberry Pi as a localized cloud. You'll start with a brief introduction to data science followed by a dedicated look at the fundamental concepts of Python programming. Here you'll install the software needed for Python programming on the Pi, and then review the various data types and modules available. The next steps are to set up your Pis for gathering real-time data and incorporate the basic operations of data science related to real-time applications. You'll then combine all these new skills to work with machine learning concepts that will enable your Raspberry Pi to learn from the data it gathers. Case studies round out the book to give you an idea of the range of domains where these concepts can be applied. By the end of Data Science with the Raspberry Pi, you'll understand that many applications are now de

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

Contains mechatronics laboratory exercises that are designed to give students guided hands-on experience with applications of the concepts covered in the core textbook FUNDAMENTALS OF MECHATRONICS by

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

Any suggestions for copywriter or provide generic description of the product to be used for the Internet or non-channel specific applications. NOTE: If you have a book only version for this product, i

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

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

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

This survey provides an overview of the German discussion on modelling and applications in schools. It considers the development from the beginning of the 20th century to the present, and discusses th

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.

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

Want to know how the best software engineers and architects structure their applications to make them scalable, reliable, and maintainable in the long term? This book examines the key principles, algo

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

This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including

Learn how to master and maximize enterprise resource planning (ERP) software -- which continues to grow in importance in business today -- with Monk/Wagner's CONCEPTS IN ENTERPRISE RESOURCE PLANNING,

This textbook introduces students to computers, applications, and concepts. It explains computer hardware and software; networks and the Internet, including security and privacy; and Microsoft Windows

"This book covers deep survey for Virtualization Technology and focus on issues and challenges related to Virtualization with its practical implication for education and software Industry. It describe

In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient represent

Boost effectiveness in meeting today’s challenges with?brain-based learning strategies. Applications of these field-tested methods have resulted in higher student grades and test scores. Brain-based t

"This book is a critical source of scholarly material on the design, implementation, and integration of intelligent applications across numerous industries. Highlighting a range of innovative topics s

The volume contains the papers presented at FICTA 2012: International Conference on Frontiers in Intelligent Computing: Theory and Applications held on December 22-23, 2012 in Bhubaneswar engineering

Contains a collection of papers from the below symposia held during the 10th Pacific Rim Conference on Ceramic and Glass Technology (PacRim10), June 2-7, 2013, in Coronado, California 2012:Engineering

Design and create functional applications that interact with remote data sources. You get a thorough introduction to the latest Flash Builder tools learning how you can use the built-in wizards, MXML

Strengthen your understanding of data structures and their algorithms for the foundation you need to successfully design, implement and maintain virtually any software system. Theoretical, yet practic

This volume details trends in the properties, applications, and development of polymer dielectrics. It describes the insulation of new power energy, polymer properties in wind generator winding and

A First Course in Differential Equations with Modeling Applications, 9th Edition strikes a balance between the analytical, qualitative, and quantitative approaches to the study of differential equatio

Despite advancements in and availability of corpus software in language classrooms facilitating data-driven learning (DDL), the use of such methods with pre-tertiary learners remains rare. This book s

Scholars of literature, political science, engineering, and natural sciences provide a framework within which undergraduate instructors can implement metacognitive and reflective pedagogy in their dis