Machine Learning and Knowledge Discovery in Databases

Explains how teachers of young children can advance professionally towards a greater knowledge of young children's thinking and learning. This book covers: 'forms of thought' used by young children; a

This cohesive, concise yet comprehensive book covers the RFID topics on the CompTIA RFID+ exam. No prior knowledge of RFID is assumed. The material is presented in a logical learning sequence, and wi

Anyone interested in mathematics will appreciate this survey, which explores the distinction between the body of knowledge known as mathematics and the methods used in its discovery. It traces the gro

The information in this program will provide the learner with a good working knowledge of the stimulant and non-stimulant medications currently used to treat adult and childhood AD/HD. Also included i

This program describes how the nurse should utilize her knowledge, senses, evaluation techniques, interviewing skills, and intuition in working with patients. There is an emphasis on patient assessmen

This program describes how the nurse should utilize her knowledge, senses, evaluation techniques, interviewing skills, and intuition in working with patients. There is an emphasis on patient assessmen

As a result in the expanding knowledge base in the field of genetics, much has been discovered about the relationship between genetic mutations and cancer development. Healthcare consumers are becomin

Advances in experimental methods have resulted in the generation of enormous volumes of data across the life sciences. Hence clustering and classification techniques that were once predominantly the domain of ecologists are now being used more widely. This 2006 book provides an overview of these important data analysis methods, from long-established statistical methods to more recent machine learning techniques. It aims to provide a framework that will enable the reader to recognise the assumptions and constraints that are implicit in all such techniques. Important generic issues are discussed first and then the major families of algorithms are described. Throughout the focus is on explanation and understanding and readers are directed to other resources that provide additional mathematical rigour when it is required. Examples taken from across the whole of biology, including bioinformatics, are provided throughout the book to illustrate the key concepts and each technique's potential.

The colony-stimulating factors (CSFs) are the major regulators in the body of the production and activity of two types of white blood cells - granulocytes and macrophages. This book provides a detailed account of the discovery of the CSFs, their structure, molecular biology and cellular receptors, the biology of the CSFs in vivo and in vitro and their present and future clinical applications. Written by two of the pioneers in the discovery of CSFs, it is a clear and well-illustrated survey of the history, knowledge and future directions of this exciting field of investigation, and serves also as a guide to the more general areas of growth factor and cytokine research. It will prove an invaluable review for cell biologists interested in how growth factors act on the body, as well as for clinicians applying the fruits of modern biotechnology to improved patient care.

Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of text mining – also provides new tools for people to better leverage their burgeoning textual data resources. The Text Mining Handbook presents a comprehensive discussion of the state-of-the-art in text mining and link detection. In addition to providing an in-depth examination of core text mining and link detection algorithms and operations, the book examines advanced pre-processing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection in such varied fields a

This book is a theoretical investigation of the influence of human learning on the development through time of a 'pure labour' economy. The theory proposed is a simple one, but aims to grasp the essential features of all industrial economies. Economists have long known that two basic phenomena lie at the root of long-term economic movements in industrial societies: capital accumulation and technical progress. Attention has been concentrated on the former. In this book, by contrast, technical progress is assigned the central role. Within a multi-sector framework, the author examines the structural dynamics of prices, production and employment (implied by differentiated rates of productivity growth and expansion of demand) against a background of 'natural' relations. He also considers a number of institutional problems. Institutional and social learning, know-how, and the diffusion of knowledge emerge as the decisive factors accounting for the success and failure of industrial societies.

A thermometer, a water-cycle model, a wave machine, a greenhouse—these are just a few things students can make out of a simple soda bottle. This book features learning-rich, hands-on activities

This intensive foundation course in German is designed for students with no previous knowledge of the language. Offering an original and distinctive approach to language learning, the course presents

Finish Carpentry draws on years of accumulated knowledge and experience in the cutting and installation of interior trim, and is a one-stop resource for learning about this highly regarded craft, con

The key to your child's educational success is in your hands "Knowledge Essentials is a remarkable series that will benefit children of all abilities and learning styles. . . . I highly recomm

In this new addition to the Knowledge Essentials series, Kindergarten Success shows you how to enrich your child's classroom learning and take an active role in your kindergarten’s education by

As Dr Maxwell writes in his preface to this book, his aim has been to instruct through entertainment. 'The general theory is that a wrong idea may often be exposed more convincingly by following it to its absurd conclusion than by merely announcing the error and starting again. Thus a number of by-ways appear which, it is hoped, may amuse the professional, and help to tempt back to the subject those who thought they were losing interest.' The standard of knowledge expected is fairly elementary. In most cases a straightforward statement of the fallacious argument is followed by an exposure in which the error is traced to the most elementary source, and this process often leads to an analysis which is often of unexpected depth. Many students will discover just how mathematically minded they are when they read this book; nor is that the only discovery they will make. Teachers of mathematics in schools and technical schools, colleges and universities will also be sure to find something her

Thomas Kuhn's Structure of Scientific Revolutions became the most widely read book about science in the twentieth century. His terms 'paradigm' and 'scientific revolution' entered everyday speech, but they remain controversial. In the second half of the twentieth century, the new field of cognitive science combined empirical psychology, computer science, and neuroscience. In this book, the theories of concepts developed by cognitive scientists are used to evaluate and extend Kuhn's most influential ideas. Based on case studies of the Copernican revolution, the discovery of nuclear fission, and an elaboration of Kuhn's famous 'ducks and geese' example of concept learning, this volume, first published in 2006, offers accounts of the nature of normal and revolutionary science, the function of anomalies, and the nature of incommensurability.

Intelligence is one of the defining characteristics of human beings: an inherent ability to respond to the world with awareness, knowledge, learning, and insight. Most considerations of human intelligence are based on the notion that intelligence is a product of brain functioning. A. H. Almaas introduces here a radically different viewpoint, one that recognizes an actual quality of consciousness as the source of intelligence. He calls this source the Brilliancy of our true nature. The presentation of his understanding of intelligence is followed by in-depth dialogues with his students on the various barriers to recognizing and embodying this essential quality. In particular, an unresolved relationship with one's father is found to shape the experience of Brilliancy. Using a Socratic method that draws upon techniques of body-centered, Gestalt, psychodynamic, and cognitive psychologies, Almaas helps participants work through their defenses and conflicts surrounding this issue and then, d

HUMAN COMMUNICATION: MOTIVATION, KNOWLEDGE AND SKILLS, Second Edition, features the collaborative work of recognized experts in the fields of communication and offers a unified approach to the basic p

The last two decades have seen an international explosion of interest in theories of mind, culture, and activity. This unique collection is the first to explicitly reach back to the tradition's original critical impulse within which the writings of Karl Marx played such a central role. Each author pushes this impulse further to address leading contemporary questions. It includes a diverse array of international scholars working from the fields of education, psychology, philosophy, sociology, anthropology, communications, industrial relations, and business studies. Broken into three main sections - education, work, and everyday life - each chapter builds from an analysis of practice and learning as social cultural participation and historical change in relation to the concept of activity, contradiction, and struggle. This book offers insight into an important complex of overlapping practices and institutions to shed light on broader debates over such matters as the 'knowledge economy' a

With emphasis on a hands-on approach to learning, this book gives you the knowledge needed to become a multi-skilled professional. Now printed in full-color, step-by-step photographs and summaries il

02 Issues such as organization learning, knowledge management and creativity in organizations are increasingly of interest to academics and practitioners. Few books offer an integrated critique and ev

Mechanisms are fundamental components of machines. They are used to transmit forces and moments and to manipulate objects in industrial machinery, robots, automobiles, aircraft, mechatronics devices and biomechanical systems. A knowledge of the kinematic and dynamic properties of mechanisms is essential for their design and control. This book describes methods and algorithms for the analysis of kinematic systems. Beginning with basic concepts, the book then discusses a variety of problem-solving approaches and computational techniques. Its distinctive feature is its focus on the contour equation as a powerful, computationally efficient tool that will help the reader to design complex spatial mechanisms. This handy text will be useful for senior or graduate students, researchers and practising engineers working in robotics, vehicle dynamics, mechatronics and machine design.

The BASICS OF ENGLISH presents grammar, punctuation, capitalization, and number usage that provides the "base" of knowledge needed to succeed in writing classes. Short, concise content delivers a tho

Long-term potentiation (LTP) is by far the most dominant model for neuronal changes that might encode memory. LTP is an elegant concept that meets many criteria set up by theoreticians long before the model's discovery, and it also fits anatomical data of learning-dependent synapse changes. Since the discovery of LTP, the question has remained about how closely LTP produced in vitro by artificial stimulation of neurons actually models putative learning-induced synaptic changes. A number of recent investigations have tried to correlate synaptic changes observed after learning with changes produced by artificial stimulation of neurons. These studies have failed to find a correlation between the two forms of synaptic plasticity. In this book, an international group of neurobiologists and psychologists discuss their latest ideas and data. The results of experiments using electrophysiological techniques in vitro are discussed and compared with the results of in vivo experiments. Learning e

The foundations of parallel computation, especially the efficiency of computation, are the concern of this book. Distinguished international researchers have contributed fifteen chapters which together form a coherent stream taking the reader who has little prior knowledge of the field to a position of being familiar with leading edge issues. The book may also function as a source of teaching material and reference for researchers. The first part is devoted to the Parallel Random Access Machine (P-RAM) model of parallel computation. The initial chapters justify and define the model, which is then used for the development of algorithm design in a variety of application areas such as deterministic algorithms, randomisation and algorithm resilience. The second part deals with distributed memory models of computation. The question of efficiently implementing P-RAM algorithms within these models is addressed as are the immensely interesting prospects for general purpose parallel computation

The key to your child's educational success is in your hands "Knowledge Essentials is a remarkable series that will benefit children of all abilities and learning styles. . . I highly recommend it

Colloquial Dutch 2 is the next step in language learning for those who already have a basic knowledge of Dutch. The authentic dialogues, texts and variety of exercises in this course will help learner

This established manual contains both classical experiments and "guided discovery" experiments in which students are given background information and are required to devise hypotheses, design procedur

Inquiry is the fundamental first step in the learning process, and oftentimes the least understood. This finely edited volume enables educators to visualize inquiry as the unifying knowledge base to

This funny and tender book combines three of Alice Steinbach’s greatest passions: learning, traveling, and writing. After chronicling her European journey of self-discovery in Without Reservations, th

The Victorian polymath William Stanley Jevons (1835–82) is generally and rightly venerated as one of the great innovators of economic theory and method in what came to be known as the 'marginalist revolution'. This book is an investigation into the cultural and intellectual resources that Jevons drew upon to revolutionize research methods in economics. Jevons's uniform approach to the sciences was based on a firm belief in the mechanical constitution of the universe and a firm conviction that all scientific knowledge was limited and therefore hypothetical in character. Jevons's mechanical beliefs found their way into his early meteorological studies, his formal logic, and his economic pursuits. By using mechanical analogies as instruments of discovery, Jevons was able to bridge the divide between theory and statistics that had become more or less institutionalized in mid nineteenth-century Britain.

This book is a unique compendium and synthesis of the cumulative knowledge of more than 100 years of discovery and study of North American tertiary mammals. The potentially most valuable contribution of this book is the detailed information of the distribution in time and space of each species at fossil localities, recorded in a uniform scheme, so that each chapter provides the same level of information. Thirty six chapters are devoted to a particular family or order, written by leading North American authorities, including discussion of anatomical features, systematics, and paleobiology. Three introductory chapters summarize information on the geological time scale, Tertiary vegetation, and Pleistocene events, and four summary chapters integrate systematic and biogeographic information for higher taxa. This book will serve as a unique data base for continuing studies in faunal diversification and change, and for questions such as how changing biogeography and climates influenced the e

Interpreting chest X-rays can seem baffling and intimidating for senior medical students and newly qualified doctors. This highly illustrated guide provides the ideal introduction to chest radiology. It uses 100 clinical cases to illuminate a wide range of common medical conditions, each illustrated with a chest X-ray and a clear description of the significant diagnostic features and their clinical relevance. Where appropriate CT scans and bronchoscopic imaging are also included as part of the investigation. Pulmonary medicine is largely based on a strong foundation on the plain chest radiograph. Indeed chest radiography is the single most common investigation done in hospital practice. This illustrated collection of case studies will help make the learning process easier and more enjoyable and less painful. As well as illuminating pearls of core knowledge in chest X-ray interpretation, it highlights some of the pitfalls that might wrong-foot the inexperienced practitioner.

Short of inventing a time machine, we will never see our extinct forebears in action and be able to determine directly how human behaviour and culture has developed. However, we can learn from our closest living relatives, the African great apes. The Cultured Chimpanzee explores the astonishing variation in chimpanzee behaviour across their range, which cannot be explained by individual learning, genetic or environmental influences. It promotes the view that this rich diversity in social life and material culture reflects social learning of traditions, and more closely resembles cultural variety in humans than the simpler behaviour of other animal species. This stimulating book shows that the field of cultural primatology may therefore help us to reconstruct the cultural evolution of Homo sapiens from earlier forms, and that it is essential for anthropologists, archaeologists and zoologists to work together to develop a stronger understanding of human and primate cultural evolution.

This book incorporates the developments in digital audio technology, including consumer products, into a firm foundation of the physics of sound. No knowledge of physics, mathematics, or music is required. Includes updated information on musical synthesizers. Provides recent information on the ear, including new advances in cochlear implant technology. Updates material for modern technology, particularly MP3. Features abundant examples, including discussion of demonstration experiments. Includes historical discussion of musical temperaments and instruments. Offers videotapes of musical demonstrations on topics discussed in the book, available from author. A useful reference for musicians or anyone interested in learning more about the physics of music.

Innovation and technological change show different rates, types and trajectories depending on the sector in which they take place. Agents and institutions of a sector all exert a major influence on innovation. With contributions from nineteen experts in their field, this book proposes the framework of the 'sectoral systems of innovation' to analyse the innovation process, the factors affecting innovation, the relationship between innovation and industry dynamics, the changing boundaries and transformation of sectors, and the determinants of the international performance of firms and countries in different sectors. Innovation in a sector is considered to be affected by three groups of variables: knowledge and technologies; actors and networks; and institutions. In addition to the general framework, this book examines innovation in six major sectors in Europe including pharmaceuticals and biotechnology, telecommunications equipment and services, chemicals, software, machine tools and ser

In this basic text for those entering the field, Cennamo (instructional design, Virginia Tech) and Kalk, a learning development specialist, present instructional design as an iterative, knowledge- bui

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.