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Books > Computing & IT > General

Computational Health Informatics for Biomedical Applications (Hardcover): Aryan Chaudhary, Sardar M. N. Islam (Naz) Computational Health Informatics for Biomedical Applications (Hardcover)
Aryan Chaudhary, Sardar M. N. Islam (Naz)
R4,064 Discovery Miles 40 640 Ships in 10 - 15 working days

The explosion of technology in healthcare in recent years has rapidly changed the healthcare sector. Technologies such as artificial intelligence and machine learning along with the integration of the Internet of Medical Things (IoMT) have evolved to tackle the need for remote healthcare systems, augmenting them in a self-sustainable way. This new volume explores computational tactics as applied to the development of biomedical applications, using artificial intelligence, machine learning, signal analysis, computer-aided design, robotics and automation, biomedical imaging, telemedicine, and other technologies. The book aims to provide a solid framework to provide the modern class of medical gearheads with information on the innovative applications of computational mechanisms for improving and expediting patient-friendly automation in healthcare. The volume provides an overview of the advancements in modern technology for diagnosing major life-threatening diseases, including using photonic MEMS sensors, biomedical signal processing, 1D photonic crystal-based distributed Bragg reflectors (DBRs), and biosensor chips used to detect foreign bodies, such as cancer cells, or infected stages of blood cells for quick medical diagnosis. The book discusses employing predictive analysis using AI, ML, and DL for tracking diseases, predicting their progress, and designing tactics as applied to heart disease, coronavirus, and many other ailments. It looks at various machine learning methods, grouping and association rules, vector machine assistance, and evolutionary algorithms. Also discussed is the evolution and implementation of information and communication technologies in healthcare delivery, which hold enormous promise for patients, providers, and payers in future healthcare systems. Other topics include using drones in health centers, such as for drug distribution and other purposes; using powerful artificial intelligence algorithms that can reveal clinically significant information hidden in vast amounts of data; and more. Computational Health Informatics for Biomedical Applications explores the many important smart technologies that can make healthcare delivery and monitoring faster, more efficient, and less invasive. It will be a valuable resource for those at the forefront of designing and employing advanced smart technologies for improved healthcare services.

Petri Nets - Manufacturing and Computer Science (Hardcover): Pawel Pawlewski Petri Nets - Manufacturing and Computer Science (Hardcover)
Pawel Pawlewski
R4,129 Discovery Miles 41 290 Ships in 18 - 22 working days
Introduction to Quantum Information Science (Hardcover): Vlatko Vedral Introduction to Quantum Information Science (Hardcover)
Vlatko Vedral
R2,476 Discovery Miles 24 760 Ships in 10 - 15 working days

This book offers a concise and up-to-date introduction to the popular field of quantum information. It has originated in a series of invited lecture courses at various universities in different countries. This is reflected in its informal style of exposition and presentation of key results in the subject. In addition to treating quantum communication, entanglement and algorithms in great depth, this book also addresses a number of interesting miscellaneous topics, such as Maxwell's demon, Landauer's erasure, the Bekenstein bound and Caratheodory's treatment of the Second law of thermodyanmics. All mathematical derivations are based on clear physical pictures which make even the most involved results - such as the Holevo bound - look comprehensible and transparent. The book is ideal as a first introduction to the subject, but may also appeal to the specialist due to its unique presentation.

Coming Ready or Not! - The Realities, the Politics and the Future of the NHS (Hardcover): John Spiers Coming Ready or Not! - The Realities, the Politics and the Future of the NHS (Hardcover)
John Spiers
R2,458 Discovery Miles 24 580 Ships in 18 - 22 working days

The critical challenges to the British NHS are the consequences of us all living longer, having to manage chronic conditions over time, expecting and demanding more, and being denied many innovative new drugs (notably, for cancer) which cannot be afforded at present by the too narrowly funded NHS. This needs to be changed, in line with more successful funding systems in Europe, Australia, and the Far East, where outcomes are much better than in the UK. This radical new book offers economic solutions based on direct financial incentives to the individual to care for themselves better, to save and invest in future funding, for a much broader funding base including the greater use of insurance, and to ask government to re-appraise the system urgently. It will be controversial, and will spark lively new debate, as well as serving as a student text for courses concerned with healthcare, and clinical practise. This new book follows Professor Spiers' several successful previously published commentaries on the NHS and public policy, including Who Decides Who Decides? Enabling choice, equity, access, improved performance and patient guaranteed care, published by Radcliffe Medical Press.

CAPM Certified Associate in Project Management All-in-One Exam Guide (Mixed media product): James Haner CAPM Certified Associate in Project Management All-in-One Exam Guide (Mixed media product)
James Haner
R946 R874 Discovery Miles 8 740 Save R72 (8%) Ships in 10 - 15 working days

Complete coverage of all objectives in the 2023 release of the CAPM exam Take the Certified Associate in Project Management (CAPM) exam with confidence using this highly effective self-study guide. Written by a project management expert and bestselling author, CAPM Certified Associate in Project Management All-in-One Exam Guide offers complete coverage of every objective on the current version of the test. To help you study, each chapter contains unique design elements that emphasize important points and aid in retention. An appendix, “50 Confusing Terms on the CAPM Exam,” will help you understand the differences in terms that sound similar but have different meanings. In addition, the book includes more than 450 practice questions along with detailed answer explanations. Designed to help you pass the exam with ease, this comprehensive guide also serves as an essential on-the-job reference for project management professionals. Covers all exam topics, including: Project Management Fundamentals and Core Concepts Predictive, Plan-Based Methodologies Agile Frameworks/Methodologies Business Analysis Frameworks Online content includes: Practice exams—test yourself by CAPM exam domain or take a complete exam Printable flash cards, word puzzles, and matching exercises for self-directed learning Printable CAPM memory card for on-the-go study

The Handbook of Industrial Innovation (Hardcover): Mark Dodgson, Roy Rothwell The Handbook of Industrial Innovation (Hardcover)
Mark Dodgson, Roy Rothwell
R6,677 Discovery Miles 66 770 Ships in 10 - 15 working days

Industrial innovation is essential for national and corporate competitiveness. Understanding the nature, determinants and consequences of innovation is a key task of managers, public policymakers and all students of industry and business. This major new reference book brings together specially commissioned contributions by many leading world experts on a wide range of issues concerning innovation. The first section provides an introduction to the significance and process of industrial innovation, and to the contexts or 'systems' within which it occurs. A series of sectoral and industrial studies is followed by assessments of the key issues affecting innovation. Another section examines one of the main constraints on successful innovation: the strategic management of technology in both products and processes. As well as the benefits of innovation, the problems and challenges of the processes, management and outcomes of innovation are raised throughout the book. Select bibliographies chosen by international experts are included to ensure that this comprehensive reference tool is an indispensable guide for students, scholars, innovators and policymakers.

Programming Sound with Pure Data (Paperback): Tony Hillerson Programming Sound with Pure Data (Paperback)
Tony Hillerson
R811 R727 Discovery Miles 7 270 Save R84 (10%) Ships in 10 - 15 working days

For intermediate programmers, beginning sound designers. Sound gives your native, web, or mobile apps that extra dimension, and it's essential for games. Rather than using canned samples from a sample library, learn how to build sounds from the ground up and produce them for web projects using the Pure Data programming language. Even better, you'll be able to integrate dynamic sound environments into your native apps or games--sound that reacts to the app, instead of sounding the same every time. Start your journey as a sound designer, and get the power to craft the sound you put into your digital experiences. Add sound effects or music to your web, Android, and iOS apps and games--sound that can react to changing environments or user input dynamically (at least in the native apps). You can do all this with Pure Data, a visual programming language for digital sound processing."Programming Sound with Pure Data" introduces and explores Pure Data, building understanding of sound design concepts along the way. You'll start by learning Pure Data fundamentals and applying them, creating realistic sound effects. Then you'll see how to analyze sound and re-create what you hear in a recorded sample. You'll apply multiple synthesis methods to sound design problems. You'll finish with two chapters of real-world projects, one for the web, and one for an iOS and Android app. You'll design the sound, build the app, and integrate effects using the libpd library. Whether you've had some experience with sound synthesis, or are new to sound design, this book is for you. These techniques are perfect for independent developers, small shops specializing in apps or games, and developers interested in exploring musical apps.

Genetic Algorithms in Applications (Hardcover): Rustem Popa Genetic Algorithms in Applications (Hardcover)
Rustem Popa
R3,589 Discovery Miles 35 890 Ships in 18 - 22 working days
An Introduction to Numerical Methods - A MATLAB® Approach (Paperback, 3rd Edition): Abdelwahab Kharab, Ronald Guenther An Introduction to Numerical Methods - A MATLAB® Approach (Paperback, 3rd Edition)
Abdelwahab Kharab, Ronald Guenther
R1,445 R1,348 Discovery Miles 13 480 Save R97 (7%) Ships with 15 working days

An Introduction to Numerical Methods: A MATLAB® Approach, Fifth Edition continues to offer readers an accessible and practical introduction to numerical analysis. It presents a wide range of useful and important algorithms for scientific and engineering applications, using MATLAB to illustrate each numerical method with full details of the computed results so that the main steps are easily visualized and interpreted. This edition also includes new chapters on Approximation of Continuous Functions and Dealing with Large Sets of Data.

Features:

Covers the most common numerical methods encountered in science and engineering

Illustrates the methods using MATLAB

Ideal as an undergraduate textbook for numerical analysis

Presents numerous examples and exercises, with selected answers provided at the back of the book

Accompanied by downloadable MATLAB code hosted at https/www.routledge.com/9781032406824

Table of Contents

Chapter 1

Introduction

Chapter 2

Number System and Errors

Chapter 3

Roots of Equations

Chapter 4

System of Linear Equations

Chapter 5

Interpolation

Chapter 6

Interpolation with Spline Functions

Chapter 7

Approximation of Continuous Functions

Chapter 8

Numerical Optimization

Chapter 9

Numerical Differentiation

Chapter 10

Numerical Integration

Chapter 11

Numerical Methods for Linear Integral Equations

Chapter 12

Numerical Methods for Ordinary Differential Equations

Chapter 13

Boundary-Value Problems

Chapter 14

Eigenvalues and Eigenvectors

Chapter 15

Dynamical Systems and Chaos

Chapter 16

Partial Differential Equations

Chapter 17

Dealing with Large Sets of Data

Bibliography and References

Appendix A

Calculus Review

Appendix B

MATLAB Built-in Functions

Appendix C

Text MATLAB Functions

Appendix

D MATLAB GUI

Answers to Selected Exercises

Index

Ambient Stories in Practice and Research - Digital Writing in Place (Hardcover): Amy Spencer Ambient Stories in Practice and Research - Digital Writing in Place (Hardcover)
Amy Spencer
R2,855 Discovery Miles 28 550 Ships in 10 - 15 working days

From a range of academic and practice-led perspectives, this book explores how a combination of place-based writing and location-based technologies are producing new kinds of experimental ambient literary experience. In so doing, it unpacks how situated literary experiences delivered through text, audio and sensor-based delivery offer distinctive new forms of reading and listening and lay the ground for a new poetics of situated writing practices. Exploring an experimental, practice-based approach to digital literary forms and its emerging poetics, this book critically examines the ecology of ambient literature from a range of perspectives, including researchers and practitioners working in the fields of digital writing, sonics, visual art, performance, literary studies, creative writing and computer science. Essays look towards the emerging field of ambient literature, drawing on contributors' own background and interests. Contributors study topics ranging from ecological and climatic challenges through critical and creative cartographies to understanding the metaphorical work of 'ambient' as a form embedded in the social, technological and literary. Including practice-based essays from writers, artists and practitioners on the use of data to write poetry and the position of the writer as maker, this book's combination of practice-led approaches and interdisciplinary research makes it a valuable and varied contribution to the field of digital writing.

Business Driven Information Technology - Answers to 100 Critical Questions for Every Manager (Paperback, REV. A. Enlarge):... Business Driven Information Technology - Answers to 100 Critical Questions for Every Manager (Paperback, REV. A. Enlarge)
David Laube, Raymond F. Zammuto
R733 Discovery Miles 7 330 Ships in 10 - 15 working days

"Business Driven Information Technology has the right formula to reveal what it takes to make information technology succeed in an organization. The innovative question-and-answer format provides business professionals and students access to a wide range of critical issues that are important in every enterprise, regardless of scale. The real-world experience of its contributing authors lends great credibility and value to the answers in the book and makes Business Driven Information Technology a highly relevant tool for managing technology in today's shifting market conditions." --Bob Dutkowsky, Chairman, President, & CEO, J.D. Edwards
"This book offers a unique opportunity to see the critical factors of information systems success in numerous organizations from the combined perspectives of business leaders and researchers. From their responses to well chosen and incisive questions emerges a finely textured understanding of e-business, technology-enabled process design, resource allocation, system implementation, and the strategic aspects of information technology. The reader will benefit greatly from the well-presented wealth of experience." --Vladimir Zwass, Distinguished Professor of Computer Science and MIS, Fairleigh Dickinson University

Data Driven Strategies - Theory and Applications (Hardcover): Wang Jianhong, Ricardo A. Ramirez-Mendoza, Ruben Morales-Menendez Data Driven Strategies - Theory and Applications (Hardcover)
Wang Jianhong, Ricardo A. Ramirez-Mendoza, Ruben Morales-Menendez
R4,657 Discovery Miles 46 570 Ships in 10 - 15 working days

The book articulates a series of scientific and technological developments described in a didactic way. The book shows a broad view of system identification in several contexts: Current cases of study are in different control methods. Experimental results in different environments (availability of data and computer code to reproduce the experiments). Transdisciplinary approaches and discussions for each chapter. Innovation as part of the final cases of study: developments are already affecting the new big data of the digital age and the era of the advanced control.

Different Engines - Media Technologies From Latin America (Hardcover): Andrés Burbano Different Engines - Media Technologies From Latin America (Hardcover)
Andrés Burbano
R4,073 Discovery Miles 40 730 Ships in 10 - 15 working days

Different Engines investigates the emergence of technologies in Latin America to create images, sounds, video games, and physical interactions. The book contributes to the construction of a historiographical and theoretical framework for understanding the work of creators who have been geographically and historically marginalized through the study of five exemplary and yet relatively unknown artifacts built by engineers, scientists, artists, and innovators. It offers a broad and detailed view of the complex and sometimes unlikely conditions under which technological innovation is possible and of the problematic logics under which these innovations may come to be devalued as historically irrelevant. Through its focus on media technologies, the book presents the interactions between technological and artistic creativity, working towards a wider understanding of the shifts in both fields that have shaped current perceptions, practices, and design principles while bringing into view the personal, social, and geopolitical singularities embodied by particular devices. It will be an engaging and insightful read for scholars, researchers, and students across a wide range of disciplines, such as media studies, art and design, architecture, cultural history, and the digital humanities.

Computational Intelligence in Medical Decision Making and Diagnosis - Techniques and Applications (Hardcover): Sitendra... Computational Intelligence in Medical Decision Making and Diagnosis - Techniques and Applications (Hardcover)
Sitendra Tamrakar, Shruti Bhargava Choubey, Abhishek Choubey
R4,082 Discovery Miles 40 820 Ships in 10 - 15 working days

Introduces the recent applications of new computational intelligent technologies focusing on medical diagnosis issues Reviews multidisciplinary research in healthcare like data mining, medical imaging, pattern recognition and so forth Explores intelligent systems and application of learning in healthcare challenges along with the representation and reasoning of clinical uncertainty Addresses the problems resulting from automated data collection in modern hospitals with possible solutions to support medical decision-making system Discusses current and emerging intelligent system with respect to evolutionary computation and its applications in medical domain

Linux in easy steps (Paperback, 7th edition): Mike McGrath Linux in easy steps (Paperback, 7th edition)
Mike McGrath
R346 Discovery Miles 3 460 Ships in 10 - 15 working days
Tempest - Geometries of Play (Paperback): Judd Ethan Ruggill, Ken S. McAllister Tempest - Geometries of Play (Paperback)
Judd Ethan Ruggill, Ken S. McAllister
R803 Discovery Miles 8 030 Ships in 10 - 15 working days

Atari’s 1981 arcade hit Tempest was a “tube shooter” built around glowing, vector-based geometric shapes. Among its many important contributions to both game and cultural history, Tempest was one of the first commercial titles to allow players to choose the game’s initial play difficulty (a system Atari dubbed “SkillStep”), a feature that has since became standard for games of all types. Tempest was also one of the most aesthetically impactful games of the twentieth century, lending its crisp, vector aesthetic to many subsequent movies, television shows, and video games. In this book, Ruggill and McAllister enumerate and analyze Tempest’s landmark qualities, exploring the game’s aesthetics, development context, and connections to and impact on video game history and culture. By describing the game in technical, historical, and ludic detail, they unpack the game’s latent and manifest audio-visual iconography and the ideological meanings this iconography evokes.

Thinking about Video Games - Interviews with the Experts (Paperback): David S. Heineman Thinking about Video Games - Interviews with the Experts (Paperback)
David S. Heineman
R593 R557 Discovery Miles 5 570 Save R36 (6%) Ships in 10 - 15 working days

The growth in popularity and complexity of video games has spurred new interest in how games are developed and in the research and technology behind them. David Heineman brings together some of the most iconic, influential, and interesting voices from across the gaming industry and asks them to weigh in on the past, present, and future of video games. Among them are legendary game designers Nolan Bushnell (Pong) and Eugene Jarvis (Defender), who talk about their history of innovations from the earliest days of the video game industry through to the present; contemporary trailblazers Kellee Santiago (Journey) and Casey Hudson (Mass Effect), who discuss contemporary relationships between those who create games and those who play them; and scholars Ian Bogost (How to Do Things With Videogames) and Edward Castronova (Exodus to the Virtual World), who discuss how to research and write about games in ways that engage a range of audiences. These experts and others offer fascinating perspectives on video games, game studies, gaming culture, and the game industry more broadly.

The Accidental Influencer - How My Need to Get Likes Nearly Ruined My Life (Hardcover): Bella Younger The Accidental Influencer - How My Need to Get Likes Nearly Ruined My Life (Hardcover)
Bella Younger
R102 Discovery Miles 1 020 Ships in 20 - 40 working days

â€STOP scrolling right now and buy this book instead!’ SCARLETT CURTIS â€I’ve never laughed so hard.’ DAISY BUCHANAN ’Brilliantly funny and bloody brave.’ DAWN O’PORTER I thought I could have lots of followers, without needing followers. I thought I could monetise my account without selling out. I thought that I was different, that I wasn’t like other girls. But I was, and that’s why I had to stop. When Bella Younger spawned Deliciously Stella – her hilarious and daring social media alter ego – she wanted to prove once and for all that Instagram does not equal reality. Within weeks, she’d gone viral and begun her very own #influencerlife. Shoot. Post. Repeat. In 2016, Bella gained 75,000 followers overnight, and hundreds of likes a minute. Soon she was being paid thousands of pounds to beat up a cake for the ’gram, attend ludicrously lavish influencer gifting events and was dropping emoji-bombs left, right and centre. But even as the constant rush of notifications fuelled her endorphins, life among the Instafamous began to take a toll. As Bella’s carefree presence flourished online, her health began to spiral offline, culminating in a stint at The Priory for social media addiction. Should she have undertaken a month-long run of stand-up comedy immediately after she was discharged? Probably not, but the pressure to be â€on’ and online was all-consuming – and she had followers to please after all… Funny, frank and fearless, The Accidental Influencer is a relatable story of the precarious balancing act between our online and offline selves – and the truth behind the staged shots, spon-con, and the coveted but ever-elusive blue tick.

Data Visualization in Excel - A Guide for Beginners, Intermediates, and Wonks (Hardcover): Jonathan Schwabish Data Visualization in Excel - A Guide for Beginners, Intermediates, and Wonks (Hardcover)
Jonathan Schwabish
R2,428 Discovery Miles 24 280 Ships in 10 - 15 working days

This is the first book available on the market that shows people how to create more advanced data visualizations in the Excel software tool. It provides step-by-step instructions and downloadable Excel files, that readers can use to expand how they use Excel and communicate their data to their audiences.

Kalman Filter - Recent Advances and Applications (Hardcover): VĂ­ctor M Moreno, Alberto Pigazo Kalman Filter - Recent Advances and Applications (Hardcover)
VĂ­ctor M Moreno, Alberto Pigazo
R4,159 Discovery Miles 41 590 Ships in 18 - 22 working days
The Art of IT Management - Practical tools, techniques and people skills (Paperback): Robina Chatham The Art of IT Management - Practical tools, techniques and people skills (Paperback)
Robina Chatham
R1,024 Discovery Miles 10 240 Ships in 18 - 22 working days

Being an IT manager for the first time can be daunting. With a focus on practical advice, this book will provide you with hints, tips and examples from the world of IT management, showing you that management is about people rather than process; it is an art rather than a science. All the stories you will read in this book are true; all the advice has been personally tried and tested; all the tools and techniques have been applied by other aspiring leaders with positive results.

Bioinformatics and Computational Biology Solutions Using R and Bioconductor (Hardcover, 2005 ed.): Robert Gentleman, Vincent... Bioinformatics and Computational Biology Solutions Using R and Bioconductor (Hardcover, 2005 ed.)
Robert Gentleman, Vincent Carey, Wolfgang Huber, Rafael Irizarry, Sandrine Dudoit
R5,921 Discovery Miles 59 210 Ships in 18 - 22 working days

Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. Bioconductor is rooted in the open source statistical computing environment R. This volume's coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including importation and preprocessing of high-throughput data from microarray, proteomic, and flow cytometry platforms: Curation and delivery of biological metadata for use in statistical modeling and interpretationStatistical analysis of high-throughput data, including machine learning and visualizationModeling and visualization of graphs and networksThe developers of the software, who are in many cases leading academic researchers, jointly authored chapters

Deep Learning for Coders with fastai and PyTorch - AI Applications Without a PhD (Paperback): Sylvain Gugger, Jeremy Howard Deep Learning for Coders with fastai and PyTorch - AI Applications Without a PhD (Paperback)
Sylvain Gugger, Jeremy Howard
R1,482 R1,299 Discovery Miles 12 990 Save R183 (12%) Ships in 10 - 15 working days

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Social Media and the Good Life - Do They Connect? (Paperback): Mark Y. Herring Social Media and the Good Life - Do They Connect? (Paperback)
Mark Y. Herring
R929 R695 Discovery Miles 6 950 Save R234 (25%) Ships in 10 - 15 working days

Social media has accelerated communication, expanded business horizons and connected millions of individuals who otherwise would never have met. But not everything social media touches turns to gold--much of it is brass. Social networking sites are used by scammers, criminals and sexual predators, and many people now self-diagnose illness based on misinformation shared online. Businesses make great claims about social media as a marketing tool but few show any real returns. We communicate through social media but are we really saying anything? Is social media doomed to be a conduit of narcissism or can it become a channel for responsible communication? Can social networking overcome its manifold violations of privacy? Must we sacrifice our identities in order to tweet or ""friend"" our associates? This book examines some of the legal and ethical issues surrounding social media, its impact on civil discourse and its role in suicides, murders and criminal enterprise.

Cognitive Psychology and Artificial Intelligence - Theory and Research in Cognitive Science (Hardcover, New): Morton Wagman Cognitive Psychology and Artificial Intelligence - Theory and Research in Cognitive Science (Hardcover, New)
Morton Wagman
R2,049 Discovery Miles 20 490 Ships in 10 - 15 working days

The nature of cognition is examined by the methods of experimental cognitive psychology and the theoretical models of computational psychology. First explained is the nature and objectives of artificial intelligence, symbolic and connectionist paradigms, the architecture of cognition, and characteristics of a general theory of intelligence. Wagman then examines theory and research in human reasoning and reasoning systems. Experimental research in deductive and inductive reasoning, the nature of artificial intelligence reasoning systems, nonmonotonic and common-sense reasoning, and general types of reasoning in artificial intelligence are examined. Next the author examines the nature of human problem solving and problem-solving systems. Problem representation methods and their duplication by artificial intelligence is discussed at length. Concepts and research in human learning and learning systems are also reviewed, as are the nature of human expertise and expert systems.

Major characteristics of expertise including deep knowledge, reasoning strategies, and pattern recognition are described and exemplified in research concerned with medical expertise. The nature of intelligence and intelligence systems is examined, and the physical symbol system hypothesis and its results are analyzed. The author covers an artificial intelligence system that emulates the cognitive processes in scientific discovery and its implications for human creativity.

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