Computer Science and Educational Software Design

This book provides a comprehensive foundation of machine learning. To answer the questions of what to learn, how to learn, what to get from learning, and how to evaluate, as well as what is meant by learning, the book focuses on the fundamental basics of machine learning, its methodology, theory, algorithms, and evaluations, together with some philosophical thinking on comparison between machine learning and human learning for machinery intelligence.The book is organized as follows: Introduction (Chapter 1), Evaluation (Chapter 2), Supervised learning (Chapters 3, 4, and 5), Unsupervised learning (Chapter 6), Representation learning (Chapter 7), Problem decomposition (Chapter 8), Ensemble learning (Chapter 9), Deep learning (Chapter 10), Application (Chapter 11), and Challenges (Chapter 12).The book can be used as a textbook for college, undergraduate, graduate and PhD students majored in computer science, automation, electronic engineering, communication, ect. It can also be used as

Algorithmic graph theory has been expanding at an extremely rapid rate since the middle of the twentieth century, in parallel with the growth of computer science and the accompanying utilization of computers, where efficient algorithms have been a prime goal. This book presents material on developments on graph algorithms and related concepts that will be of value to both mathematicians and computer scientists, at a level suitable for graduate students, researchers and instructors. The fifteen expository chapters, written by acknowledged international experts on their subjects, focus on the application of algorithms to solve particular problems. All chapters were carefully edited to enhance readability and standardize the chapter structure as well as the terminology and notation. The editors provide basic background material in graph theory, and a chapter written by the book's Academic Consultant, Martin Charles Golumbic (University of Haifa, Israel), provides background material on al

The newest edition of Barron's PRAXIS provides full preparation and practice tests for the computer-delivered Core Academic Skills for Educators (5712, 5722, 5732). The book incorporates recent comput

Elasticity: Theory, Applications, and Numerics, Fourth Edition, continues its market-leading tradition of concisely presenting and developing the linear theory of elasticity, moving from solution methodologies, formulations, and strategies into applications of contemporary interest, such as fracture mechanics, anisotropic and composite materials, micromechanics, nonhomogeneous graded materials, and computational methods. Developed for a one- or two-semester graduate elasticity course, this new edition has been revised with new worked examples and exercises, and new or expanded coverage of areas such as treatment of large deformations, fracture mechanics, strain gradient and surface elasticity theory, and tensor analysis. Using MATLAB software, numerical activities in the text are integrated with analytical problem solutions.Online ancillary support materials for instructors include a solutions manual, image bank, and a set of PowerPoint lecture slides.

Network flow theory has been used across a number of disciplines, including theoretical computer science, operations research, and discrete math, to model not only problems in the transportation of goods and information, but also a wide range of applications from image segmentation problems in computer vision to deciding when a baseball team has been eliminated from contention. This graduate text and reference presents a succinct, unified view of a wide variety of efficient combinatorial algorithms for network flow problems, including many results not found in other books. It covers maximum flows, minimum-cost flows, generalized flows, multicommodity flows, and global minimum cuts and also presents recent work on computing electrical flows along with recent applications of these flows to classical problems in network flow theory.

In the last few decades, steampunk has blossomed from being a rather obscure and little-known subgenre of science fiction into a striking and distinctive style of fashion, art, design and even music.

Nanoparticles are usually designed for specific applications and selection of the most convenient capping can be a complex task, but is crucial for successful design. In this volume, the authors discu

This book collects recent theoretical advances and concrete applications of learning automata (LAs) in various areas of computer science, presenting a broad treatment of the computer science field in

Modern computing relies on future and emergent technologies which have been conceived via interaction between computer science, engineering, chemistry, physics and biology. This highly interdisciplina

Preprocessing, or data reduction, is a standard technique for simplifying and speeding up computation. Written by a team of experts in the field, this book introduces a rapidly developing area of preprocessing analysis known as kernelization. The authors provide an overview of basic methods and important results, with accessible explanations of the most recent advances in the area, such as meta-kernelization, representative sets, polynomial lower bounds, and lossy kernelization. The text is divided into four parts, which cover the different theoretical aspects of the area: upper bounds, meta-theorems, lower bounds, and beyond kernelization. The methods are demonstrated through extensive examples using a single data set. Written to be self-contained, the book only requires a basic background in algorithmics and will be of use to professionals, researchers and graduate students in theoretical computer science, optimization, combinatorics, and related fields.

Advances in Computers, Volume 112, the latest volume in a series published since 1960, presents detailed coverage of innovations in computer hardware, software, theory, design and applications. Chapte

Clinical Pharmacy Education, Practice and Research offers readers a solid foundation in clinical pharmacy and related sciences through contributions by 83 leading experts in the field from 25 countries. This book stresses educational approaches that empower pharmacists with patient care and research competencies. The learning objectives and writing style of the book focus on clarifying the concepts comprehensively for a pharmacist, from regular patient counseling to pharmacogenomics practice. It covers all interesting topics a pharmacist should know. This book serves as a basis to standardize and coordinate learning to practice, explaining basics and using self-learning strategies through online resources or other advanced texts. With an educational approach, it guides pharmacy students and pharmacists to learn quickly and apply. Clinical Pharmacy Education, Practice and Research provides an essential foundation for pharmacy students and pharmacists globally.Covers the core information

The idea of this book grew out of a symposium that was held at Stony Brook in September 2012 in celebration of David S.Warren's fundamental contributions to Computer Science and the area of Logic Prog

The idea of this book grew out of a symposium that was held at Stony Brook in September 2012 in celebration of David S.Warren's fundamental contributions to Computer Science and the area of Logic Prog

Explore fascinating robotic technology through the ages, from the earliest automatons to modern humanoid helpers.From automata created by Leonardo Da Vinci to modern-day androids and animal robots, this book covers artificial intelligence (AI) throughout history. Discover the latest at the cutting edge of robotics, where science, technology, mechanical engineering, and computing meet as The Robot Book explains how robots work, how they are made, and how they help and sometimes hinder in modern society.This kids' robot book showcases the latest and greatest innovations in AI through bright graphics and stunning photography. Tech panels present fascinating facts about each robot's design, production, and capability. A thematic approach covers a range of subjects, including the most iconic robots in popular culture and robots in the workforce. The final chapter covers the future of robotics, and the opportunities and pitfalls of using robots more and more in our everyday life.Young reader

Rosen's Discrete Mathematics and its Applications presents a precise, relevant, comprehensive approach to mathematical concepts. This world-renowned best-selling text was written to accommodate the needs across a variety of majors and departments, including mathematics, computer science, and engineering. As the market leader, the book is highly flexible, comprehensive and a proven pedagogical teaching tool for instructors.

"This book discusses the design, implementation and evaluation of user experience aspect for online learning systems. It explores how positive user experience is of prime importance for online systems

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the co

Showcasing the beautiful black and white art of the renowned Spanish artist in this science-fiction space opera first published in the 1980s.Faye has been assigned what should be an easy mission, tran

This book covers computational group theory (CGT), an active, rapidly expanding field at the interface of mathematics and computer science. It is the first systematic effort to establish computing wit

Systems Leadership provides those involved in the design and delivery of educational services with a coherent toolkit to help design and run an effective organization. It integrates models of leadersh

Systems Leadership provides those involved in the design and delivery of educational services with a coherent toolkit to help design and run an effective organization. It integrates models of leadersh

Advances in Computers, Volume 108, the latest volume in a series published since 1960, presents detailed coverage of innovations in computer hardware, software, theory, design and applications. This b

Meet four amazing women - astronauts, scientists, and mathematicians - who helped make space travel a reality. Illustrated with photography from the new LEGO® Ideas Women of NASA set, this book for children learning to read is a fun way to discover the achievements of some of space travel's greatest pioneers.Read about Mae Jemison, the first African American women to travel in space. Find out how Sally Ride inspired future scientists after her career as an astronaut. Discover how Margaret Hamilton created computer software for the Apollo mission, and see the stars with Nancy Grace Roman through the giant Hubble Telescope. Learn about NASA, and explore what life is like aboard the Endeavour Space Shuttle!Presented with fun images, simple vocabulary and lots of word repetition to engage young readers and help them build their literary skills,DK Reader L1:LEGOWomen ofNASA celebrates achievements in science, technology, engineering and mathematics.©2018 The LEGO Group.

This book provides a pioneering approach to modeling the human diabetic patient using a software agent. It is based on two MASc (Master of Applied Science) theses: one looking at the evolution of the

Celebrating STEAM, robotics, innovation, and supercool technology, explore kid inventors, robots with feelings, robotic toys and games, cyborgs, and more in this fact-packed book.Find out how and why robots are made, how they help humans now, and how they will help us in the future. Discover how computers develop and build robots, and how engineers design robots with very specific capabilities, be it walking, jumping, exploring Mars, or defusing explosives. Written by an expert in the field, this book is a great addition to any home library, school's robotics club book list, and classroom's STEAM (Science, Technology, Engineering, Arts, and Mathematics) library.

Celebrating STEAM, robotics, innovation, and supercool technology, explore kid inventors, robots with feelings, robotic toys and games, cyborgs, and more in this fact-packed book.Find out how and why robots are made, how they help humans now, and how they will help us in the future. Discover how computers develop and build robots, and how engineers design robots with very specific capabilities, be it walking, jumping, exploring Mars, or defusing explosives. Written by an expert in the field, this book is a great addition to any home library, school's robotics club book list, and classroom's STEAM (Science, Technology, Engineering, Arts, and Mathematics) library.

Blends science, high-quality art, and educational technology to provide an effective teaching and learning program in the one-semester anatomy and physiology courses. This text revolves around the the

This book describes, from a computer science viewpoint the software, methods of simulating and analysing crowds with a particular focus on the effects of panic in emergency situations.The power of mod

Looking in Classrooms uses educational, psychological, and social science theories and classroom-based research to teach future classroom teachers about the complexities and demands of classroom instr

Introduce young children to the building and programming of robots through playful, developmentally appropriate activities. Many early childhood professionals are unfamiliar with computer science, rob

This book highlights the importance of security in the design, development and deployment of systems based on Software-Defined Networking (SDN) and Network Functions Virtualization (NFV), together ref

This book helps the undergraduate and graduate student in computer science better design and conduct computer science research—particularly with an eye toward developing and writing a successful gradu

Advances in Computers, Volume 107, the latest volume in a series published since 1960, presents detailed coverage of innovations in computer hardware, software, theory, design and applications. Chapte

The book is written for students studying Management Information Systems, Accounting Information Systems or Computer Science, and exposed to the subject for the first time. With 12 chapters of roughly

Bill Nye the Science Guy meets The Magic School Bus! This is the second book in a new STEM-based picture book series from the Emmy Award-winning host of PBS’s Design Squad and Design Squad N

Clay-Polymer Nanocomposites is a complete summary of the existing knowledge on this topic, from the basic concepts of synthesis and design to their applications in timely topics such as high-performan

Current computer graphics hardware and software make it possible to synthesize near photo-realistic images, but the simulation of natural-looking motion of articulated figures remains a difficultand c

This easy-to-use, classroom-tested textbook covers the C programming language for computer science and IT students. Designed for a compulsory fundamental course, it presents the theory and principles