This volume provides a snapshot of the current state of the art in data mining, presenting it both in terms of technical developments and industrial applications. The collection of chapters is based on works presented at the Australasian Data Mining conferences and industrial forums. Authors include some of Australia's leading researchers and practitioners in data mining. The volume also contains chapters by regional and international authors.
Epdf and ePUB available Open Access under CC-BY-NC licence. Drawing on place-based field investigations and new empirical analysis, this original book investigates civil society at local level. The concept of civil society is contested and multifaceted, and this text offers assessment and clarification of debates concerning the intertwining of civil society, the state and local community relations. Analysing two Welsh villages, the authors examine the importance of identity, connection with place and the impact of social and spatial boundaries on the everyday production of civil society. Bringing into focus questions of biography and temporality, the book provides an innovative account of continuities and changes within local civil society during social and economic transformation.
Soil Genesis and Classification, Sixth Edition, builds on the success of the previous editions to present an unparalleled resource on soil formation and classification. Featuring a color plate section containing multiple soil profiles, this text also includes information on new classification systems and emerging technologies and databases with updated references throughout. Covering the diverse needs of both the academic and professional communities, this classic text will be a must have reference for all those in soil science and related fields.
Expanding and building on the measures included in the original 1994 volume, Communication Research Measures II: A Sourcebook provides new measures in mass, interpersonal, instructional, and group/organizational communication areas, and highlights work in newer subdisciplines in communication, including intercultural, family, and health. It also includes measures from outside the communication discipline that have been employed in communication research. The measures profiled here are "the best of the best" from the early 1990s through today. They are models for future scale development as well as tools for the trade, and they constitute the main tools that researchers can use for self-administered measurement of people's attitudes, conceptions of themselves, and perceptions of others. The focus is on up-to-date measures and the most recent scales and indexes used to assess communication variables. Providing suggestions for measurement of concepts of interest to researchers; inspiring students to consider research directions not considered previously; and supplying models for scale developers to follow in terms of the work necessary to produce a valid and reliable measurement instrument in the discipline, the authors of this key resource have developed a significant contribution toward improving measurement and providing measures for better science.
Bringing together conventional contrast media studies, computed tomography, ultrasound, magnetic resonance imaging, radionuclide imaging including hybrid imaging using SPECT-CT and PET-CT, DXA studies and digital interventional procedures into one volume, this definitive book is the essential source of information on the use and application of these imaging modalities in radiography. Taking a systemic anatomical approach, carefully designed to be clear and consistent throughout and mirroring that in the popular and established textbook Clark’s Positioning in Radiography, each chapter is highly illustrated and contains sections detailing anatomy, pathologic considerations, procedure methodology, and an evaluation of recommended imaging modalities. Reflecting the latest clinical imaging pathways and referral guidelines including IR(ME)R 2017, the Map of Medicine and RCR iRefer (8E), Clark’s Diagnostic Imaging Procedures will quickly become established as the standard textbook for students of radiography and radiographer assistant trainees and an invaluable desk reference for practising radiologists.
In 2015 the landmark suicide of the 100th woman to kill herself in prison custody passed largely unnoticed. This book by two experts sets out to redress the balance by examining all aspects of the history, present practices, causes and prevention prospects connected to this tragic chain of events. A long overdue analysis of a subject that is at last beginning to receive enhanced scrutiny. Focuses on both women and adolescent girls in custody. Looks at psychological, demographic, environmental and clinical factors. The first book of its kind. Reviews ‘Walker and Towl’s new book is a really welcome addition to the suicide and self-injury literature. It covers considerable ground in a concise and accessible way. Not only does it provide great coverage of the key issues around suicide and self-injury in women’s prisons, it provides really helpful tips on supporting women, on staff training and on managing the aftermath of a suicide. I highly recommend this book’: Professor Rory O’Connor, University of Glasgow. ‘Very helpful in identifying the strengths and weaknesses of current practice and understanding why reductions in the prison population and a holistic approach to care are vital in saving lives’: Dr Jo Borrill, University of Westminster. ‘The question that arises from this book is, “How can we as a society heap any more punishment on people who are already punishing themselves?”: Mark Johnson MBE, author of Wasted (Sphere, 2008), founder of CanDo Coffee and the charity User Voice. ‘[The authors] bring an often neglected subject into sharp relief and, refreshingly, they are not afraid to make some strong, evidence-based assertions about the direction of penal policy and gaps in our understanding’: Anita Dockley, Research Director, Howard League for Penal Reform.
Do we become better or worse drivers as we age? Why do we indulge in risky behaviour when driving? Will technology remove the human role in driving forever? The Psychology of Driving is a fascinating introduction into the psychological factors at play when people get behind the wheel. Exploring the role of personality traits and cognitive functions such as attention in driving, the book considers why human error is most often to blame in road accidents, and how we can improve driver safety. The book debunks the myth that men are better drivers than women and considers why some people indulge in knowingly risky behaviour on the road, including using mobile phones and drink/drug-driving. In a time when driverless cars are becoming a reality, The Psychology of Driving shows us how human behaviour and decisions can still affect our lives on the road.
An introduction to weather processes and climatic conditions. Beginning with a discussion of atmospheric composition and energy, the authors turn to manifestations and circulation of atmospheric moisture, including atmospheric stability and precipitation patterns in space and time. "Atmosphere, Weather and Climate" provides a thorough introduction to weather processes and climatic conditions. Since the last edition, the recognition of the reality and possible effects of human activities on the environment has revolutionized attitudes to the study of atmosphere and of world climate.
Updated to reflect recent changes in the field, the 2nd Edition of Forensic Psychology presents a comprehensive overview of forensic psychology and its applications in the civil and criminal justice systems of the UK. Builds on the first edition to convey material in an engaging manner to postgraduate students in psychology Includes a significant expansion of pedagogical features, including text boxes highlighting key seminar issues and key debates in the field to further group discussion Provides an up-to-date summary of emerging evidence in the field, and its implications for evidence based practice Points to additional online learning resources at the conclusion of each chapter
This book offers friendly guidance on how to work with adult learners to develop their numeracy and mathematics skills. It brings together current research and practice on teaching adult numeracy into one handy volume and covers the major issues faced by teachers of adult numeracy such as current policy perspectives and implications for teaching practice. There are reflective tasks throughout, which encourage you to develop and apply your theoretical knowledge to your own experiences. Key features include: Reviews of existing policy and research and implications for practice Reflective tasks with commentary, encouraging you to develop and apply your knowledge Case studies of real student experiences Practical activities and ideas to support the planning, teaching and assessment of adult numeracy Drawing on the substantial experience of the contributors, who have a wealth of experience as practitioners and researchers in the field, this book is an essential resource for trainee and practising teachers of adult numeracy and mathematics. It is also an ideal textbook to support teacher training courses leading to a subject specific qualification in teaching numeracy to adults. Contributors: Jackie Ashton, John Barton, Carolyn Brooks, Martyn Edwards, Janette Gibney, David Holloway, David Kaye, Beth Kelly, Barbara Newmarch, Helen Oughton, David Prinn, Diana Spurr, Rebecca Woolley "This is a quite unique book about teaching adult numeracy, which will be invaluable to the many practitioners in this field. The chapters, contributed by a group of experienced and successful lecturers and practitioners, include all aspects of this field, from methods of teaching specific mathematical topics to more general explorations of dyscalculia and emotional factors in adult learners. Each chapter includes research findings and thoughtful presentation of ideas with practical ideas for teaching, and tasks for the reader. This is a market which has not been served well in the past, so it is good to see the gap filled at last." Margaret Brown, Emeritus Professor of Mathematics Education, King's College London, UK "The editors of this book set out to produce a text that would support teacher-education programmes for adult numeracy, and their book does that and more. The content covers different types of learners, different settings, different understandings of what numeracy actually is; and ranges from commentary on research through case studies to "how to" hints and tips for teaching. Chapters 7 (on provoking mathematical thinking) and 8 (attitudes, beliefs and teaching) should be a required read for any adult numeracy teacher. The book would be at home on any numeracy teacher's desk, and would make an excellent set text for numeracy teacher training courses." Carol Randall, course co-ordinator for numeracy in the department of Lifelong Learning Teacher Education, University of Greenwich, UK "This book is a welcome addition to the growing literature on adult numeracy. It should be essential reading for trainee and practising adult numeracy educators. It brings together relevant research and professional wisdom on a wide variety of aspects of adult numeracy teaching and learning in an accessible way, with well-focussed tasks for readers to extend their knowledge and understanding. While the book is born out of UK concerns and issues, it is also relevant to international readers. Highly recommended." Professor Diana Coben PhD, Director, National Centre of Literacy & Numeracy for Adults, University of Waikato, New Zealand, and Hon. Trustee, Adults Learning Mathematics - A Research Forum (ALM -- www.alm-online.net/)
Fully revised and updated, the second edition of "Mountain Weather and Climate" continues to provide the student and researcher with the definitive reference and guide to weather processes in this complex terrain. Results from recent investigations and other research are incorporated in this edition, and all relevant new literature is fully referenced.
This book provides an insight into the rapidly growing field of cortical plasticity. It brings together diverse experimental approaches to the study of activity-dependent changes in neuronal connections, as exemplified by long-term potentiation (LTP) and long-term depression (LTD).
The Essentials of Data Science: Knowledge Discovery Using R presents the concepts of data science through a hands-on approach using free and open source software. It systematically drives an accessible journey through data analysis and machine learning to discover and share knowledge from data. Building on over thirty years’ experience in teaching and practising data science, the author encourages a programming-by-example approach to ensure students and practitioners attune to the practise of data science while building their data skills. Proven frameworks are provided as reusable templates. Real world case studies then provide insight for the data scientist to swiftly adapt the templates to new tasks and datasets. The book begins by introducing data science. It then reviews R’s capabilities for analysing data by writing computer programs. These programs are developed and explained step by step. From analysing and visualising data, the framework moves on to tried and tested machine learning techniques for predictive modelling and knowledge discovery. Literate programming and a consistent style are a focus throughout the book.
Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.
Who were the medieval illuminators? How were their hand-produced books illustrated and decorated? In this beautiful book Jonathan Alexander presents a survey of manuscript illumination throughout Europe from the fourth to the sixteenth century. He discusses the social and historical context of the illuminators' lives, considers their methods of work, and presents a series of case studies to show the range and nature of the visual sources and the ways in which they were adapted, copied, or created anew. Alexander explains that in the early period, Christian monasteries and churches were the main centers for the copying of manuscripts, and so the majority of illuminators were monks working in and for their own monasteries. From the eleventh century, lay scribes and illuminators became increasingly numerous, and by the thirteenth century, professional illuminators dominated the field. During this later period, illuminators were able to travel in search of work and to acquire new ideas, they joined guilds with scribes or with artists in the cities, and their ranks included nuns and secular women. Work was regularly collaborative, and the craft was learned through an apprenticeship system. Alexander carefully analyzes surviving manuscripts and medieval treatises in order to explain the complex and time-consuming technical processes of illumination - its materials, methods, tools, choice of illustration, and execution. From rare surviving contracts, he deduces the preoccupation of patrons with materials and schedules. Illustrating his discussion with examples chosen from religious and secular manuscripts made all over Europe, Alexander recreates the astonishing variety and creativity ofmedieval illumination. His book will be a standard reference for years to come.
Plant-parasitic nematodes are one of multiple causes of soil-related sub-optimal crop performance. This book integrates soil health and sustainable agriculture with nematode ecology and suppressive services provided by the soil food web to provide holistic solutions. Biological control is an important component of all nematode management programmes, and with a particular focus on integrated soil biology management, this book describes tools available to farmers to enhance the activity of natural enemies, and utilize soil biological processes to reduce losses from nematodes.
This book is designed to advance both theory and practice in the psychological preparation of high-level sports performers. The authors integrate the relevant qualitative and quantitative research literatures with practical knowledge gained via their own personal experience of working with elite athletes. Seven aspects of psychological preparation are considered: basic psychological skills; self-confidence; motivation; arousal and activation; stress and anxiety; concentration; and coping with adversity. Each discussion ends with a summary of the implications for future research and best practice. Elite performers from around the world share their techniques for mentally preparing for competition. The authors then explore the links between the practices that these athletes use and theories which underlie psychological preparation for performance. This book develops a model of psychological preparation for elite sports performers incorporating two unique features: the research-to-practice orientation which is taken to preparation for high-level sports performance; and a global perspective using evidence derived from North American, European, Australian and other research literatures in both general and sport psychology. This is the first book of its kind and should be a valuable resource for sport psychologists, students and professionals with an interest in sport or high-level performance.
The 7th edition of this best-selling social psychology text by Graham Vaughan and Michael Hogg, Social Psychology, retains the structure and approach of the previous edition but has been revised to reflect the changes in the field, with the material thoroughly updated throughout. Social Psychology 7e continues to capture the scope and detail of contemporary social psychology as an international scientific enterprise and at the same time deals with the subject in a way that is relevant to university teaching and social psychology research in Australia and New Zealand.
This volume sets out for the first time the historical and current status of all the bird species found in Wales together with their present distribution. The rugged countryside of Wales has long been a destination for successive generations of naturalists, ornithologists, oologists and, latterly, birdwatchers. Since the pioneering days of Willoughby and Ray, Pennant and Edward Llwyd, a growing number of intrepid travellers have recorded the wildlife and other natural riches of the mountains and coastlines of Wales. Despite these beginnings and the more recent twentieth century vogue for birdwatching, no volume on the birds of Wales has been produced until now to serve the increasing need for scientifically valid information for conservation purposes. In the years that have passed since the first naturalists visited Wales, changes of unimaginable scale have taken place in the Welsh countryside which have had equally dramatic impacts on the native bird communities. A succession of bird species have either been eliminated deliberately by the hand of man - mainly birds of prey - or have been dispossessed by changes in land use, the spread of industrialisation, urbanisation and pollution, trends which continue today to the increasing detriment of even some of our most familiar countryside birds. Much fine habitat remains however, and new species have come in to colonise Wales and add to the magic of its countryside. The three authors, all staff of the RSPB in Wales, have between them an accumulated experience of some 80 years of first-hand knowledge of birds in the Principality. Their knowledge and love of the birds and Wales itself makes this authoritative volume a landmark both in Welsh and ornithological publishing.
This established directory has been thoroughly revised, updated and expanded to provide current and comprehensive information on more than 24,000 of Europe's largest companies. Four volumes are filled with facts and contacts for major public and private companies in all 20 countries of Western Europe.
Pathology of the Human Placenta remains the most comprehensive and authoritative text in the field. It provides extensive information on the normal placenta, encompassing physiology, metabolism, and endocrinology, and covers the full range of placental diseases in great detail. Further chapters are devoted to abortions, molar pregnancies, multiple pregnancies, and legal considerations. This sixth edition of the book has been extensively revised and expanded to reflect the most recent progress in the field, and a brand new chapter has been added on artificial reproductive technology. Some 800 illustrations are included, many of them in color. The detailed index has been further improved and tables updated. Pathology of the Human Placenta will be of enormous value to pathologists and obstetrician-gynecologists alike.
This very practical book guides museums on how to create the highest quality experience possible for their visitors. Creating an environment that supports visitor engagement with collections means examining every stage of the visit, from the initial impetus to go to a particular institution, to front-of-house management, interpretive approach and qualitative analysis afterwards. This holistic approach will be immensely helpful to museums in meeting the needs and expectations of visitors and building their audience. This book features: includes chapter introductions and discussion sections supporting case studies to show how ideas are put into practice a lavish selection of tables, figures and plates to support and illustrate the discussion boxes showing ideas, models and planning suggestions to guide development an up-to-date bibliography of landmark research. The Engaging Museum offers a set of principles that can be adapted to any museum in any location and will be a valuable resource for institutions of every shape and size, as well as a vital addition to the reading lists of museum studies students.
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