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Best Team Skills Fifty Key Skills for Unlimited Team Achievement

Best Team Skills Fifty Key Skills for Unlimited Team Achievement

Best Team Skills gives you the tools you need to achieve the highest performance through the most productive encouragement and motivational methods available. Dr. Losoncy identifies the 50 skills that will most encourage your team members. Using 100 encouragement opportunity exercises he works as your personal trainer to reinforce your progress. Just as there are vital technical skills that team members need in their own areas of expertise there are also consequential team skills that are necessary to build responsible involved and committed team players. If you want to become a more encouraging team member or help your entire team to become mutual encouragers Best Team Skills is for you. Written not only for your work team you can also can also apply Losoncy's techniques to your home or sports team. Presented in an easy-to-read format each skill is put to use quickly for immediate feedback and success. | Best Team Skills Fifty Key Skills for Unlimited Team Achievement

GBP 175.00
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Death Decomposition and Detector Dogs From Science to Scene

Death Decomposition and Detector Dogs From Science to Scene

Death Decomposition and Detector Dogs: From Science to Scene Second Edition is designed to help canine handlers detectives death investigators crime scene personnel (including forensic laboratory personnel technicians and supervisors) and attorneys understand the science involved when utilizing human remains detector (HRD) canines as a locating tool. The book covers the basic anatomy and physiology of canine olfaction and the unique characteristics of their scenting ability that allows dogs to be trained to locate distinct odors. Using concise and clear explanations and photographs the book reviews the science of forensic taphonomy. Factors that may affect the decomposition process are highlighted along with what the potential outcomes that may be encountered. The book examines how the odor of human remains is generated through various stages of decomposition and the manner in which environmental conditions in both land and water settings may affect that odor. Different types of background information that may help in determining possible search locations for missing individuals are included as well as assist the HRD canine handler in developing search plans are covered. Different tools and technologies that may be used in addition to an HRD canine team are included to help readers understand that are many ways to address searching for a decedent. Several case reports involving decedents found in both land and water settings in addition to different weather conditions are included to help the reader understand how the environment may have affected the condition of the decedent. This edition includes more case reports explaining how environmental factors were considered in HRD canine deployments in both land and water settings. Understanding which variables—and how such variables—can affect the state and condition of human remains as well as dispersion of odor from human remains will help canine handlers utilize their HRD canine more effectively as a locating tool. Death Decomposition and Detector Dogs Second Edition will help HRD canine handlers and other law enforcement personnel be better prepared to meet the challenges of their jobs before during and after searches for the missing. | Death Decomposition and Detector Dogs From Science to Scene

GBP 42.99
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Environmental Impact Assessment A Guide to Best Professional Practices

Environmental Impact Assessment A Guide to Best Professional Practices

Under the best of circumstances preparing an environmental impact assessment (EIA) can be a complex and challenging task. Experience indicates that the scope and quality of such analyses varies widely throughout the U. S. as well as internationally. Written to help practitioners and decision-makers apply best professional practices in the development of EIAs Environmental Impact Assessment: A Guide to Best Professional Practices provides an in depth yet practical direction for developing a defensible analysis that meets best professional practices. The book describes preparation of five distinct types of assessments: Cumulative Impact Assessment (CIA) Preparing Greenhouse Emission Assessments Preparing Risk Assessments and Accident Analyses Social Impact Assessment (SIA) and Environmental Justice The International Environmental Impact Assessment Process Guiding Principles To date there is significant variation and disagreement about how such analyses should be prepared. The author introduces best professional practices (BPP) for preparing such EIAs that is intended to meet decision-making and regulatory expectations. He supplies a comprehensive and balanced skill set of tools techniques concepts principles and practices for preparing these assessments. He also includes directions for developing a comprehensive Environmental Management Systems which can be used to monitor and implement final decisions for such analyses. While the book references the U. S. National Environmental Policy Act (NEPA) most of this guidance is generally applicable to any international EIA process consistent with NEPA. With thorough coverage of all aspects of assessments the book presents a theoretical introduction to the subject as well as practical guidance. It delivers state-of-the-art tools techniques and approaches for resolving EIA problems. | Environmental Impact Assessment A Guide to Best Professional Practices

GBP 74.99
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Detector Dogs and Scent Movement How Weather Terrain and Vegetation Influence Search Strategies

Detector Dogs and Scent Movement How Weather Terrain and Vegetation Influence Search Strategies

Dogs detect scent from a source that is carried to them in a plume by the wind. The most important tool for a detector dog handler to have on searches is a knowledge of scent plume movement or scent dynamics (the science of scent movement). Such knowledge resides primarily in scientific journals that are largely inaccessible to detector dog handlers and written in language that is difficult to understand. Detector Dogs and the Science of Scent Movement: A Handler’s Guide to Environments and Procedures retrieves reviews and interprets the results of pertinent scientific research on scent dynamics and presents these results in terms that are easier for handlers to understand. Information on the physiology of the dog’s nose their sense of smell and the properties of scent provide the essential information on the process of scenting. The composition of training aids for explosives narcotics human remains and other sources is discussed. Recommendations are made on the use of training aids their placement during training and the resulting availability of scent. Potential problems and handler errors in the use of training aids are also examined. The characteristics of scent plumes and how wind influences their movement are a key focus of the book. The primary task for the handler is to get the dog into the scent plume so that the dog can detect the scent and follow it to the source the handler seeks. As such a knowledge of scent and scent plume movement will vastly improve the ability of the handler to accomplish this task. The influence of weather and physical settings such as terrain vegetation ground cover soil and water on scent movement are examined in detail. Strategies for searching detecting and locating sources in all physical settings are presented. Specific effects associated with hills and mountains fields and forests bare soils and soils covered by vegetation different soil types and lakes and rivers are examined in detail. This includes specific recommendations are made about weather and physical settings that result in higher probability of success on searches. Detector Dogs and the Science of Scent Movement will be a vital resource for K9 handles in the private and public sectors—including in Homeland Security law enforcement and military settings—as well as a useful guide for lawyers forensic and investigative professionals who need to better understand K9 operations. | Detector Dogs and Scent Movement How Weather Terrain and Vegetation Influence Search Strategies

GBP 44.99
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Preparing NEPA Environmental Assessments A User’s Guide to Best Professional Practices

Preparing NEPA Environmental Assessments A User’s Guide to Best Professional Practices

Although upwards of 50 000 environmental assessments (EAs) are prepared annually—compared to some 500 environmental impact statements (EISs)—the focus of U. S. National Environmental Policy Act (NEPA) regulations is on defining requirements for preparing EISs. Written by Charles Eccleston and J. Peyton Doub who have established themselves among the top environmental experts in the world Preparing NEPA Environmental Assessments: A User’s Guide to Best Professional Practices fills the need for an authoritative and comprehensive guide on how to prepare EAs. Bridging the regulatory gap this book identifies relevant EIS regulatory requirements that can be logically interpreted to also apply to EAs. It compiles and synthesizes information scattered throughout NEPA’s regulations executive orders and guidance documents and incorporates case law to provide additional clarification. The authors also draw on the professional experiences and best professional practices (BPP) of NEPA practitioners. From the fundamentals to more advanced topics the book presents a consistent methodology to help beginners students and professionals manage analyze and write legally sufficient EAs. It addresses dilemmas that have traditionally plagued preparation of EAs provides BPPs tools and approaches for resolving problems and introduces methods for streamlining the EA process. Building on Eccleston’s previous guide to EAs Effective Environmental Assessments: How to Manage and Prepare NEPA Assessments (2001) this book reflects the rapid changes in government policy over the past ten years. An indispensable source of practical information it provides readers with step-by-step direction and best practices for preparing defensible EAs. | Preparing NEPA Environmental Assessments A User’s Guide to Best Professional Practices

GBP 56.99
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Diagnostic MRI in Dogs and Cats

Diagnostic MRI in Dogs and Cats

Diagnostic MRI in Dogs and Cats makes the vast and increasingly complex topic of clinical MRI in small animals accessible to all veterinarians. With the increasing availability of MRI technology there is also a pressing need for expertise in interpreting these images. This is the first reference textbook to provide a well-illustrated and comprehensive overview of the current knowledge focusing on imaging appearance rather than on clinical signs or treatment. With chapters on MRI physics and technology as well as sections on specific anatomical regions the book functions as a stand-alone reference for the reader whether they be a radiology/neurology resident in training or a practitioner with a need to learn about veterinary clinical MRI. Includes both evidenced-based material and the authors' personal experience providing an excellent overview of current knowledge in the field. Contributors are international leaders in the field. Bullet points format and table summaries throughout the book keep the concepts concise and organized. Richly illustrated with over 650 annotated images showcasing the main features of the disease processes. Images are obtained at all magnet field strengths so as to reflect the current reality of veterinary MRI which uses low- mid- and high-field magnets. The chapters on physics and MRI technology are concise and accessible using many visual aids and diagrams and avoiding abstract concepts and equations whenever possible. Within each anatomical section each chapter focuses on a disease category of that body region. When it is important to understand the imaging appearance the pathophysiology is reviewed and imaging features of prognostic relevance are detailed. This practical yet thoroughly comprehensive book is primarily an evidence-based learning resource for trainees but will also aid practising veterinarians who have less MRI experience.

GBP 240.00
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Cadaver Dog Handbook Forensic Training and Tactics for the Recovery of Human Remains

Cadaver Dog Handbook Forensic Training and Tactics for the Recovery of Human Remains

Intended for those who train and handle cadaver dogs this book also encompasses information for those who work closely with them such as police death investigators and anthropologists. Its interdisciplinary approach is useful to any member of a forensic team who regularly participates in or evaluates the results of the human remains search effort. Cadaver Dog Handbook sets out the principles and procedures for the training and handling of dogs for the location of human remains. It explains scent theory and its applications introduces basic training and searching strategies/tactics and covers the legal and taphonomic issues associated with dog searches. Intended for those who train and handle cadaver dogs this book also encompasses information for those who work closely with them such as police death investigators and anthropologists. Its interdisciplinary approach is useful to any member of a forensic team who regularly participates in or evaluates the results of the human remains search effort. | Cadaver Dog Handbook Forensic Training and Tactics for the Recovery of Human Remains

GBP 66.99
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Management Options in Breast Cancer Case Histories Best Practice and Clinical Decision-Making

Management Options in Breast Cancer Case Histories Best Practice and Clinical Decision-Making

Management Options in Breast Cancer is the only comprehensive resource devoted to exploring the systematic approach to breast cancer diagnosis surgery and postoperative care. This guide is an ideal tool for oncologists pathologists radiologists and gynecologists seeking alternative management options for breast cancer. In addition trainees will find this text a valuable reference for learning the basic principles and clinical guidelines of the field. Key features in this stand-alone text: an international review of the management options in the field of breast cancer clinical practice case-based examples designed to aid in optimal clinician decision-making two chapters devoted to rarely-explored topics: male breast cancer and geriatric breast cancer | Management Options in Breast Cancer Case Histories Best Practice and Clinical Decision-Making

GBP 69.99
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Modern Management and Leadership Best Practice Essentials with CISO/CSO Applications

Modern Management and Leadership Best Practice Essentials with CISO/CSO Applications

In one modest-sized volume this book offers three valuable sets of knowledge. First it provides best practice guidance on virtually every large-scale task a modern manager may be involved in—from recruiting and hiring to onboarding and leading teams and from employee engagement and retention to performance management and working with difficult employees. Second it explains the essential concepts and practice of a range of effective leadership styles—including (but not limited to) servant leadership crisis leadership change agent leadership and diversity and inclusion leadership. Third it offers brief case studies from select CISOs and CSOs on how these management and leadership principles and practices play out in real-life workplace situations. The best practice essentials provided throughout this volume will empower aspiring leaders and also enable experienced managers to take their leadership to the next level. Many if not most CISOs and other leaders have had very little if any formal training in management and leadership. The select few that have such training usually obtained it through academic courses that take a theoretical broad brush approach. In contrast this book provides much actionable guidance in the nitty-gritty tasks that managers must do every day. Lack of management practical knowledge puts CISOs and CSOs at a disadvantage vis-a-vis other executives in the C-suite. They risk being pigeonholed as “security cops” rather than respected business leaders. Many articles on these subjects published in the press are too incomplete and filled with bad information. And combing through the few high-quality sources that are out there such as Harvard Business Publishing can take hundreds of dollars in magazine subscription and book purchase fees and weeks or months of reading time. This book puts all the essential information into your hands through a series of concise chapters authored by an award-winning writer. | Modern Management and Leadership Best Practice Essentials with CISO/CSO Applications

GBP 36.99
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Physical Therapy and Massage for the Dog

Physical Therapy and Massage for the Dog

Interest in canine massage and physical therapy has grown as greater emphasis is placed on the general fitness and agility of dogs as pets and as sporting animals. This book details the prevention management and treatment of movement and allied disorders. It encompasses detailed assessments treatment programmes that involve hands-on therapy along with dynamic remedial and strengthening techniques using exercise plans. Following succinct discussion of the relevant canine anatomy and physiology the authors provide chapters on each of the key topics: movement and muscles; exercise; preparation for sports performance; rehabilitation techniques; massage and physical therapy; and common relevant pathologies affecting dogs. Physical Therapy and Massage for the Dog is of interest to all those involved in canine welfare including veterinary practitioners veterinary students therapists dog owners and dog trainers.

GBP 35.99
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Scentwork for Horses

Scentwork for Horses

Scentwork for Horses is the first practical guide on how to implement scentwork into the lives of domesticated horses enhancing behaviour welfare and the human-animal bond. Scentwork is a new discipline in the field for horse and handler and expert author Rachaël Draaisma arms the reader with a palette of information to enable them to put this technique into action. As well as theoretical background information on the nose of the horse and biomechanics Draaisma discusses how scentwork improves horses’ learning abilities development socialisation and their bond with the handler. Readers will learn how to have their horses explore their environment participate in scentwork games and follow a footstep track to find a missing person or food bag. Easily accessible for anybody working with horses at any level scentwork can be done in small areas as well as in larger spaces on various surfaces. Whether veterinarian behaviourist trainer animal-assisted therapist equine physiotherapist osteopath or interested horse owner this book promises to bring both you and the horse enormous benefits strengthening the human-animal bond. Rachaël Draaisma has always lived with and had a passion for dogs and horses. In 2002 she decided to make it her profession. Achieving several diplomas she started to work full time as a trainer and behavioural consultant first with dogs later with horses. Her best-selling book Language Signs and Calming Signals of Horses published by CRC Press in 2017 has been translated into several languages. Another pillar of Draaisma’s working life with horses revolves around equine mental stimulation and scentwork and she has developed an extensive method to undertake scent tracking with horses a new tool in enriching the human-equine relationship. Draaisma travels throughout Europe and the globe to provide workshops and lectures on calming signals of horses equine mental stimulation and scentwork. You can purchase scent bags to aid your scentwork practice at the author's personal website: www. scentworkforhorses. com or www. calmingsignalsofhorses. com

GBP 31.99
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How to Raise a Puppy A Dog-centric Approach

How to Raise a Puppy A Dog-centric Approach

How to Raise a Puppy moves away from the traditional approach to raising puppies focused on obedience and control and instead takes an holistic dog-centred approach. Drawing on research into how dogs naturally rear their young and how dogs have evolved to behave and spend their time it supports a new way of sharing our lives with our dogs. It also offers advice on dealing with some of the common challenges people experience with puppies and tips for managing adolescence. A much-needed resource for dog trainers veterinarians and behaviourists to recommend to clients this conveys a powerful message to help overcome all too common issues so many people have with their puppies. Packed with practical advice it offers an overdue puppy perspective with respect for a dog as a sentient being at its core. | How to Raise a Puppy A Dog-centric Approach

GBP 12.99
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Liquid Chromatography for the Analyst

Liquid Chromatography for the Analyst

This work provides a clear presentation of the chromatographic process - demonstrating the functions of all associated instrumentation and the procedures necessary to obtain accurate qualitative and quantitative results. The work supplies a host of applications from a variety of sources to help identify the best equipment the most appropriate columns and the most suitable phase systems for specific samples. | Liquid Chromatography for the Analyst

GBP 59.99
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Organ Preservation for Transplantation

Organ Preservation for Transplantation

The first edition of this book Basic Concepts in Organ Procurement Perfusion and Preservation for Transplantation was published 27 years ago in 1982 when organ procurement and preservation began to advance in the study of the best ways to preserve organs for transplantation. The second edition Organ Procurement and Preservation for Transplantation 2nd Edition followed 15 years later in 1997 with the goal of finding common denominators in the best preservation techniques for transplantation. In this current third edition 11 years after the second edition similar goals are still pursued of defining the best preservation methods but there is now more evidence including results and new advances have reached publication and are being incorporated into ischemia and reperfusion techniques and organ preservation studies. Many preservation solutions have been introduced important preservation solution components have been better defined and improved perfusion methods are being considered especially for the increasing number of organ donors with non-beating hearts who are being sought for transplantation. This edition (2009) engaged experts in the field of organ preservation to review update and rewrite each of the chapters. Crafted in collaboration with Luis H. Toledo-Pereyra the text is eminently informative and easily understandable. Each solid organ that can be transplanted has an entire chapter devoted to the particular methods of its preservation. One chapter apiece in other words features insights on the preservation of the kidney the liver the pancreas the small bowel the heart and the heart-lung. The title of the present book has been shortened to better represent its content. Thus Organ Preservation for Transplantation 3rd Edition demonstrates a more accurate depiction of its current status. Nevertheless the goal of this book remains exactly the same as in the first edition that is “to analyze the most important aspects of organ procurement perfusion and preservation for transplantation”.

GBP 69.99
1

Physical Methods for Materials Characterisation

Physical Methods for Materials Characterisation

This completely revised and expanded new edition covers the full range of techniques now available for the investigation of materials structure and accurate quantitative determination of microstructural features within materials. It continues to provide the best introductory resource for understanding the interrelationship between microstructure and physical mechanical and chemical properties as well as selection and application of techniques for both basic and applied studies. In particular changes have been made to reflect developments in analysis of nanoscale and biological materials. | Physical Methods for Materials Characterisation

GBP 105.00
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Demystifying Dog Behaviour for the Veterinarian

Demystifying Dog Behaviour for the Veterinarian

The behaviour textbook that's been missing! - Dr Mandy Roshier University of Nottingham School of Veterinary Medicine and Science UK This practical guide for busy veterinarians demystifies the apparently complex nature of canine behaviour while simultaneously emphasising its importance. Authored by acclaimed veterinary behaviour consultant Kendal Shepherd the book provides practical knowledge of dog behaviour and an understanding of how to talk about it with clients. Shepherd shows how this can enhance the relationship between owner and pet and between dog and environment including the vet surgery as well as improve the vet’s own sense of fulfilment and enjoyment of practice. From a discussion on the true nature of obedience to stressing the importance of behavioural indicators when assessing pain and mental welfare and finally by reminding vets of their obligations under Dangerous Dogs legislation the emphasis is on the prevention of aggression throughout. Packed with anecdotes drawn from real-life cases easy to read and understand the principles explained can be effortlessly assimilated into the average consultation without the need for lengthy report-writing. | Demystifying Dog Behaviour for the Veterinarian

GBP 24.99
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Practical Cardiology for Veterinary Nurses

Practical Cardiology for Veterinary Nurses

This concise textbook provides a comprehensive practical guide for veterinary nurses and technicians who wish to develop their knowledge confidence and skills when nursing the cardiac patient. Presentation of dogs or cats with heart disease is common and it is vital that nurses understand how to look after these patients appropriately and support owners through what can often be challenging times. The book: Begins with basic anatomy and physiology foundations required to understand the disease processes explained in later chapters Covers diseases seen in small animal practice including congenital disease heart failure and treatment options Gives the nurse a sound understanding of electrocardiography thoracic radiography and cardiac ultrasound: how to perform these and what they are seeing Covers the hands-on requirements of the veterinary nurse such as heart auscultation and feeling patient pulses Lists cardiac drugs explaining when and why pharmacology would be used as well as side effects Has a dedicated chapter on first aid Discusses chronic nursing management of heart conditions including remote monitoring support and care planning. The book is packed with learning features including a Glossary diagrams illustrations and tables in full colour concise end of chapter Key Points and Further Reading lists. Essential reading for student nurses and technicians as well as those in practice who need a quick reference 'on the ground' this is the book that general practice veterinary nurses have been waiting for. | Practical Cardiology for Veterinary Nurses

GBP 34.99
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Health and Welfare of Brachycephalic (Flat-faced) Companion Animals A Complete Guide for Veterinary and Animal Professionals

Health and Welfare of Brachycephalic (Flat-faced) Companion Animals A Complete Guide for Veterinary and Animal Professionals

Health and welfare issues of brachycephalic (flat-faced) animals are one of the most pressing problems facing companion animals right now. Dogs in particular are suffering from a ‘brachycephalic crisis’ resulting from a perfect storm where predispositions to an array of health issues are amplified by a population boom for certain brachycephalic breeds such as the French Bulldog and Pug. But yet for many owners these dogs represent the perfect companion: endearing personas and cute looks in a socially desirable package. So where is the truth in all of this? This book will equip veterinary professionals animal welfare scientists breeders and owners with the fuller story about brachycephalic health and welfare. The first half of the book provides the context of how and why we are in this crisis offering in-depth historical social ethical communication nursing welfare epidemiological genetics and international perspectives. The second half shifts towards the clinical arena with chapters that cover the background diagnosis treatment and prevention of the many unique healthcare needs of brachycephalic animals. Cutting-edge knowledge is shared on a range of disciplines including respiratory disease ophthalmology dermatology dentistry neurology obesity reproduction and anesthesia. With twenty chapters written by world-leading experts lifetimes of experience and knowledge are condensed into the first book dedicated exclusively to brachycephaly in companion animals. This essential reference resource will inform challenge and stimulate; it will open your mind to new opportunities for you to improve the welfare of brachycephalic animals by your personal and collective choices and actions. But prepare to be surprised: you may just find that your views on brachycephaly in companion animals will be changed forever. | Health and Welfare of Brachycephalic (Flat-faced) Companion Animals A Complete Guide for Veterinary and Animal Professionals

GBP 39.99
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Canine Olfaction Science and Law Advances in Forensic Science Medicine Conservation and Environmental Remediation

Canine Olfaction Science and Law Advances in Forensic Science Medicine Conservation and Environmental Remediation

The value of the canine nose is well-documented and working dogs are being utilized for their olfactory skills in an increasing number of fields. Not only are dogs used by police security and the military but they are also now used in forensic science in medical detection of disease in calculating population trends of endangered species and eradicating invasive species in protected environments and in identifying infestations and chemical contaminants. Edited and contributed to by eminent scholars Canine Olfaction Science and Law: Advances in Forensic Science Medicine Conservation and Environmental Remediation takes a systematic scientific approach to canine olfaction. It includes work from scientists working in pure and applied disciplines trainers and handlers who have trained and deployed detection dogs and lawyers who have evaluated evidence produced with the aid of detection and scent identification dogs. The book is divided into six sections coveringThe anatomy genetics neurology and evolution of canine olfaction as well as diseases affecting itThe chemistry and aerodynamics of odorsBehavior learning and trainingUses of canine olfaction in forensics and lawUses in conservation and remediationUses in detection of diseases and medical conditionsThe various contributors describe cutting edge research some conclusions of which are the subject of vigorous debates between various laboratories and researchers. The editors have added cross-references so that readers can consider the different perspectives that are currently being advanced and understand where consensus is being built and where more research needs to be done. A useful practical reference Canine Olfaction Science and Law provides a wealth of information beneficial to a wide range of disciplines. It aids trainers and handlers of detection dogs as well as various professionals in healthcare law enforcement forensic science and environmental conservation to gain a better understanding of the remarkable power of the canine nose while encouraging further advances in applications. | Canine Olfaction Science and Law Advances in Forensic Science Medicine Conservation and Environmental Remediation

GBP 64.99
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Introduction to Product Design and Development for Engineers

Introduction to Product Design and Development for Engineers

Introduction to Product Design and Development for Engineers provides guidelines and best practices for the design development and evaluation of engineered products. Created to serve fourth year undergraduate students in Engineering Design modules with a required project the text covers the entire product design process and product life-cycle from the initial concept to the design and development stages and through to product testing design documentation manufacturability marketing and sustainability. Reflecting the author's long career as a design engineer this text will also serve as a practical guide for students working on their capstone design projects.

GBP 130.00
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AI for School Teachers

AI for School Teachers

What is artificial intelligence? Can I realistically use it in my school? What’s best done by human intelligence vs. artificial intelligence and how do I bring these strengths together? What would it look like for me and my school to be AI Ready? AI for School Teachers will help teachers and headteachers understand enough about AI to build a strategy for how it can be used in their school. Examining the needs of schools to ensure they are ready to leverage the power of AI and drawing examples from early years to high school students this book outlines the educational implications and benefits that AI brings to school education in practical ways. It develops an understanding of what AI is and isn't and how we define and measure what we value and provides a framework which supports a step-by-step approach to developing an AI mindset focusing on ways to improve educational opportunities for students with evidence-informed interventions.

GBP 22.99
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Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization describes such algorithms as Locally Linear Embedding (LLE) Laplacian Eigenmaps Isomap Semidefinite Embedding and t-SNE to resolve the problem of dimensionality reduction in the case of non-linear relationships within the data. Underlying mathematical concepts derivations and proofs with logical explanations for these algorithms are discussed including strengths and limitations. The book highlights important use cases of these algorithms and provides examples along with visualizations. Comparative study of the algorithms is presented to give a clear idea on selecting the best suitable algorithm for a given dataset for efficient dimensionality reduction and data visualization. FEATURES Demonstrates how unsupervised learning approaches can be used for dimensionality reduction Neatly explains algorithms with a focus on the fundamentals and underlying mathematical concepts Describes the comparative study of the algorithms and discusses when and where each algorithm is best suitable for use Provides use cases illustrative examples and visualizations of each algorithm Helps visualize and create compact representations of high dimensional and intricate data for various real-world applications and data analysis This book is aimed at professionals graduate students and researchers in Computer Science and Engineering Data Science Machine Learning Computer Vision Data Mining Deep Learning Sensor Data Filtering Feature Extraction for Control Systems and Medical Instruments Input Extraction.

GBP 56.99
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