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How Machine Learning is Innovating Today's World: A Concise Technical Guide

by Arindam Dey Sukanta Nayak Sachi Nandan Mohanty Ranjan Kumar

Provides a comprehensive understanding of the latest advancements and practical applications of machine learning techniques. Machine learning (ML), a branch of artificial intelligence, has gained tremendous momentum in recent years, revolutionizing the way we analyze data, make predictions, and solve complex problems. As researchers and practitioners in the field, the editors of this book recognize the importance of disseminating knowledge and fostering collaboration to further advance this dynamic discipline. How Machine Learning is Innovating Today's World is a timely book and presents a diverse collection of 25 chapters that delve into the remarkable ways that ML is transforming various fields and industries. It provides a comprehensive understanding of the practical applications of ML techniques. The wide range of topics include: An analysis of various tokenization techniques and the sequence-to-sequence model in natural language processing explores the evaluation of English language readability using ML models a detailed study of text analysis for information retrieval through natural language processing the application of reinforcement learning approaches to supply chain management the performance analysis of converting algorithms to source code using natural language processing in Java presents an alternate approach to solving differential equations utilizing artificial neural networks with optimization techniques a comparative study of different techniques of text-to-SQL query conversion the classification of livestock diseases using ML algorithms ML in image enhancement techniques the efficient leader selection for inter-cluster flying ad-hoc networks a comprehensive survey of applications powered by GPT-3 and DALL-E recommender systems' domain of application reviews mood detection, emoji generation, and classification using tokenization and CNN variations of the exam scheduling problem using graph coloring the intersection of software engineering and machine learning applications explores ML strategies for indeterminate information systems in complex bipolar neutrosophic environments ML applications in healthcare, in battery management systems, and the rise of AI-generated news videos how to enhance resource management in precision farming through AI-based irrigation optimization. Audience The book will be extremely useful to professionals, post-graduate research scholars, policymakers, corporate managers, and anyone with technical interests looking to understand how machine learning and artificial intelligence can benefit their work.

The Dead of Jericho (Inspector Morse Mysteries #5)

by Colin Dexter

Winner of the CWA Silver Dagger Award, The Dead of Jericho is the fifth novel in Colin Dexter's Oxford-set Inspector Morse series. As portrayed by John Thaw in ITV's Inspector Morse.Morse switched on the gramophone to 'play', and sought to switch his mind away from all the terrestrial troubles. Sometimes, this way, he almost managed to forget. But not tonight . . .Anne Scott's address was scribbled on a crumpled note in the pocket of Morse's smartest suit. As he turned the corner of Canal Street, Jericho, on the afternoon of Wednesday, 3rd October, he hadn't planned a second visit. But he was back later the same day – as the officer in charge of her suicide investigation.Following another local death, Morse is not convinced of Anna’s suspected suicide and begins the search for answers . . .The Dead of Jericho is followed by the sixth book in the detective series, The Riddle of the Third Mile.

The Wench is Dead (Inspector Morse Mysteries #8)

by Colin Dexter

Winner of the CWA Gold Dagger award, The Wench is Dead is the eighth novel in Colin Dexter's Oxford-set detective series. As portrayed by John Thaw in ITV's Inspector Morse.That night he dreamed in Technicolor. He saw the ochre-skinned, scantily clad siren in her black, arrowed stockings. And in Morse's muddled computer of a mind, that siren took the name of one Joanna Franks . . .Early in the morning of the 22nd of June, 1859, the body of Joanna Franks was found floating at Duke’s Cut along the Oxford Canal – an event which led to the trial and hanging of two suspected murderers.A hundred and thirty years later Chief Inspector Morse is bedbound and recovering from a perforated ulcer at Oxford’s John Radcliffe Hospital when he is handed an old book to read, one that recounts the trial of a murder aboard the Barbara Bray canal boat: the murder of Joanna Franks. Investigating the account of the trial, Morse begins to question whether the two men hanged were truly guilty and sets out to prove his suspicions from the confines of his hospital bed . . .The Wench is Dead is followed by the ninth Inspector Morse book, The Jewel That Was Ours.

Nineteenth-Century Gardens and Gardening: Volume VI:The Art of the Gardener

by Sarah Dewis Brent Elliott

This six volume collection brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume IV: Science: Applications

by Sarah Dewis Brent Elliott

This volume is the fourth in a six volume collection that brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume III: Science: Institutions

by Sarah Dewis Brent Elliott

This volume is the third ina in a six volume collection that brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume II: Community

by Sarah Dewis Brent Elliott

This collection brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume V: Garden Design

by Sarah Dewis Brent Elliott

This volume is the fifth of a six volume collection that brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume I: Home

by Sarah Dewis Brent Elliott

This volume is number one of a six volume collection that brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume II: Community

by Sarah Dewis Brent Elliott

This collection brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

Nineteenth-Century Gardens and Gardening: Volume I: Home

by Sarah Dewis Brent Elliott

This volume is number one of a six volume collection that brings together primary sources on gardens and gardening across the long nineteenth-century. Economic expansion, empire, the growth of the middle classes and suburbia, the changing role of women and the professionalisation of gardening, alongside industrialisation and the development of leisure and mass markets were all elements that contributed to and were influenced by the evolution of gardens. It is a subject that is both global and multidisciplinary and this set provides the reader with a variety of ways in which to read gardens – through recognition of how they were conceived and experienced as they developed. Material is primarily derived from Britain, with Europe, USA, Australia, India, China and Japan also featuring, and sources include the gardening press, the broader press, government papers, book excerpts and some previously unpublished material.

The Life-Changing Magic of Falling in Love

by null Eve Devon

Ashleigh and George have never met. But they’re about to… Everything in Ashleigh’s life is completely fine. Sure, she avoids conversations with her mother at all costs, but doesn’t everyone? And yes, she did turn down that promotion at work, but she loves her job just as it is, right? Oh, and she has had to ask her friends to set up dates for her, but New York dating is awful for everyone, isn’t it? George is not ok. The beating in his chest isn’t normal, is it? If he could just secure that promotion at work moving to New York would all be worth it, wouldn’t it? Ashleigh and George haven’t met yet, but Ashleigh knows a lot of things about George. She knows he loves soccer, that he likes his house to smell of the ocean breeze and that he’s a whizz at crosswords. All George knows about Ashleigh is that since she became his cleaner everything in his life is a little better. Neither of them knows that their worlds are about to collide. Could they be just what the other one needs? Readers LOVE Eve Devon: 'If this doesn’t speak romcom perfection I don’t know what does!’ ⭐⭐⭐⭐⭐ ‘It gave me that classic warm and fuzzy heart melty kind of feeling … A really fresh take on a love story’ ⭐⭐⭐⭐⭐ ‘A heartfelt story that had me laughing, then tearing up, but always entertained’ ⭐⭐⭐⭐⭐ 'It felt like I was making friends while reading this story .. I will miss the world that Eve Devon created’ ⭐⭐⭐⭐⭐ ‘Capable of capturing the subtle complexities of relationships and the magic that comes when you least expect it’ ⭐⭐⭐⭐⭐ 'I LOVED this book … A win all around!!’ ⭐⭐⭐⭐⭐ 'This novel could seriously be called The Life Changing Magic of Falling in Love With This Book! I laughed and I cried and I just felt so "full" when I finished’ ⭐⭐⭐⭐⭐

A Parent's Guide to Autism Diagnosis: What to Expect and How to Support Your Child

by Adele Devine Sophia Mooncey

Autism diagnosis can be an overwhelming time for many families. This is an accessible, easy to navigate guide for parents, answering the questions they may have before, during and after diagnosis. Written by a highly experienced author team, this book will support parents from the moment somebody mentions autism, through the diagnosis process and beyond. It provides reliable advice on every stage, with guidance on what to do during the long wait for assessment and diagnosis. Working from a pro-neurodiversity perspective it encourages parents to see beyond the diagnosis and to celebrate each child's unique personality and strengths. Combining information on medical diagnosis, educational needs and more, the book shares case studies and direct quotes from families to help parents to give their children the best start following an autism diagnosis, and help them to achieve their full potential. There is also a bonus downloadable chapter with information from the key professionals involved in the diagnostic process, so you know who you can turn to for the support and help you need.

Augmented Reality and Virtual Reality in Special Education

by V. Ajantha Devi Yogesh Kumar Williamjeet Singh

Discover the groundbreaking potential of augmented reality in special education with this comprehensive book, which fills a significant research gap and explores the transformative impact of AR/VR on teaching and learning experiences for individuals with disabilities. Millions of young people across the world have impairments. Because of their apparent problems, these young people have typically been marginalized or excluded from schools. Studies on augmented reality applications in education for special children are still in their early stages and there is a dearth of research on the effects and implications of augmented reality in education for special children or individuals with special needs, such as intellectual disabilities, autism spectrum disorder, attention deficit hyperactivity disorder, and physical disabilities. Technological advancements have enabled the creation of whole new learning environments, vastly expanding the breadth and sophistication of teaching and learning activities. For example, several studies have shown that virtual reality and augmented reality can help autistic people understand facial emotions and improve their social skills. By compiling a collection of conceptual and research chapters investigating the infiltration of AR/VR into teaching and learning practices and experiences for disabled people, this book will fill a significant gap in current research literature.

Innovations for Healthcare and Wellbeing: Digital Technologies, Ecosystems and Entrepreneurship (Contributions to Management Science)

by Tessaleno Devezas Serena Cubico Igor Ilin João Carlos Correia Leitão Evgeny Schlyakhto

Various socio-demographic, medical, technological, and managerial trends determine the emergence and development of the concept of the “Smart Hospital”, as well as the development and implementation of appropriate complex architectural models in the management practice of medical organizations. In turn, such medical organizations require an innovative health care ecosystem to provide medically and economically efficient healthcare services. This book examines various approaches to the modern healthcare system to provide an effective internal environment for the medical organization as well as an effective external environment for better interaction with all stakeholders of the greater healthcare system. It addresses the challenges of digital technology adoption in specialized areas (e.g., cardiology, surgery, neonatology, etc.) and of the dissemination of knowledge, technology, innovation, and entrepreneurial initiatives as well as communication between stakeholders. It then explores the development of the Smart Hospital by analyzing the internal architecture of medical organizations, key factors of their transformation, architecture of IT and digital technologies and data-driven management. Finally, this book explores the ways in which entrepreneurship and entrepreneurial leadership promote innovation and well-being in different organizational contexts, with special emphasis on human resource management, intellectual capital, and abusive leadership of public, social, and business sector contexts.

Promoting Inclusion and Diversity in Early Years Settings: A Professional Guide to Ethnicity, Religion, Culture and Language

by Chandrika Devarakonda

Supporting professionals to promote diversity and inclusion in early years settings, this book promotes awareness and understanding of the needs of children and families from diverse backgrounds, and provides the steps that practitioners can take to enhance their learning and help them reach their full potential.

Statistical Analyses for Criminal Justice and Criminology: A Conceptual Introduction

by Michael J. DeValve

This book is a how-to guide on statistical analyses designed for undergraduates and others new to the subject. It uses a conceptual framework, starting with the most basic concepts of statistics and moving up through the capacity to perform bivariate regression.Written in an easy-going and clear style, it uses policing data to illustrate concepts. Easily identified Main Take-Aways and Key Terms features aid student understanding. Designed to combat the fear of mathematics and statistics often held by students in the social sciences, plain verbiage, multiple examples, and clear demonstrations combine to achieve the actualization and proper contextualized use of univariate and bivariate statistics. This work also serves as a launching pad for further study in statistics.As an accessible introduction to statistics in criminal justice and criminology, this text will appeal to both students and instructors in introductory criminal justice and criminology statistics courses.

Statistical Analyses for Criminal Justice and Criminology: A Conceptual Introduction

by Michael J. DeValve

This book is a how-to guide on statistical analyses designed for undergraduates and others new to the subject. It uses a conceptual framework, starting with the most basic concepts of statistics and moving up through the capacity to perform bivariate regression.Written in an easy-going and clear style, it uses policing data to illustrate concepts. Easily identified Main Take-Aways and Key Terms features aid student understanding. Designed to combat the fear of mathematics and statistics often held by students in the social sciences, plain verbiage, multiple examples, and clear demonstrations combine to achieve the actualization and proper contextualized use of univariate and bivariate statistics. This work also serves as a launching pad for further study in statistics.As an accessible introduction to statistics in criminal justice and criminology, this text will appeal to both students and instructors in introductory criminal justice and criminology statistics courses.

The Routledge Handbook of Role-Playing Game Studies (Routledge Media and Cultural Studies Handbooks)

by Sebastian Deterding José P. Zagal

This Handbook provides a comprehensive guide to the latest research on role-playing games (RPGs) across disciplines, cultures, and media in one single, accessible volume.Collaboratively authored by more than 40 key scholars, it traces the history of RPGs, from wargaming precursors to tabletop RPGs like Dungeons & Dragons to the rise of live-action role-play and contemporary computer RPG and massively multiplayer online RPG franchises, like Baldur’s Gate, Genshin Impact, and World of Warcraft. Individual chapters survey the perspectives, concepts, and findings on RPGs from key disciplines, like performance studies, sociology, psychology, education, economics, game design, literary studies, and more. Other chapters integrate insights from RPG studies around broadly significant topics, like worldbuilding, immersion, and player-character relations, as well as explore actual play and streaming, diversity, equity, inclusion, jubensha, therapeutic uses of RPGs, and storygames, journaling games, and other forms of text-based RPGs. Each chapter includes definitions of key terms and recommended readings to help students and scholars new to RPG studies find their way into this interdisciplinary field.A comprehensive reference volume ideal for students and scholars of game studies and immersive experiences and those looking to learn more about the ever-growing, interdisciplinary field of RPG studies.

The Routledge Handbook of Role-Playing Game Studies (Routledge Media and Cultural Studies Handbooks)

by Sebastian Deterding José P. Zagal

This Handbook provides a comprehensive guide to the latest research on role-playing games (RPGs) across disciplines, cultures, and media in one single, accessible volume.Collaboratively authored by more than 40 key scholars, it traces the history of RPGs, from wargaming precursors to tabletop RPGs like Dungeons & Dragons to the rise of live-action role-play and contemporary computer RPG and massively multiplayer online RPG franchises, like Baldur’s Gate, Genshin Impact, and World of Warcraft. Individual chapters survey the perspectives, concepts, and findings on RPGs from key disciplines, like performance studies, sociology, psychology, education, economics, game design, literary studies, and more. Other chapters integrate insights from RPG studies around broadly significant topics, like worldbuilding, immersion, and player-character relations, as well as explore actual play and streaming, diversity, equity, inclusion, jubensha, therapeutic uses of RPGs, and storygames, journaling games, and other forms of text-based RPGs. Each chapter includes definitions of key terms and recommended readings to help students and scholars new to RPG studies find their way into this interdisciplinary field.A comprehensive reference volume ideal for students and scholars of game studies and immersive experiences and those looking to learn more about the ever-growing, interdisciplinary field of RPG studies.

Rethinking Supply Chain: Build a Strategy-Driven, Sustainable and Resilient Supply Chain

by Dr Bram DeSmet

Rethinking Supply Chain outlines how organizations can close the gap between the supply chain capabilities they have and the supply chain capabilities they want.The supply chains built pre-covid are no longer suitable in the current volatile business environment. Rethinking Supply Chain explores why and how organizations can upgrade their supply chains to level 5 maturity, enhancing them to be more sustainable, strategy-driven and resilient. It outlines the dangers of using outdated supply chain practices, sharing what goes wrong when organizations run level 5 complexity and variability with a level 1 capability. It shows how organizations can improve their strategic planning, supply chain design, sales and operations planning and business planning processes to respond to new dynamic levels of variability and complexity. It is supported by practical frameworks and roadmaps. This book outlines why supply chain reconfiguration is needed, how to define a business case for change and the steps needed to drive effective transformation. Rethinking Supply Chain also explores how to integrate sustainability into the heart of supply chain design and operations and examines the trade-offs organizations must navigate, depending on whether they wish to be at par, differentiate or dominate on sustainability drivers.

Rethinking Supply Chain: Build a Strategy-Driven, Sustainable and Resilient Supply Chain

by Dr Bram DeSmet

Rethinking Supply Chain outlines how organizations can close the gap between the supply chain capabilities they have and the supply chain capabilities they want.The supply chains built pre-covid are no longer suitable in the current volatile business environment. Rethinking Supply Chain explores why and how organizations can upgrade their supply chains to level 5 maturity, enhancing them to be more sustainable, strategy-driven and resilient. It outlines the dangers of using outdated supply chain practices, sharing what goes wrong when organizations run level 5 complexity and variability with a level 1 capability. It shows how organizations can improve their strategic planning, supply chain design, sales and operations planning and business planning processes to respond to new dynamic levels of variability and complexity. It is supported by practical frameworks and roadmaps. This book outlines why supply chain reconfiguration is needed, how to define a business case for change and the steps needed to drive effective transformation. Rethinking Supply Chain also explores how to integrate sustainability into the heart of supply chain design and operations and examines the trade-offs organizations must navigate, depending on whether they wish to be at par, differentiate or dominate on sustainability drivers.

The 21st Century in 100 Games (Games and Contemporary Culture)

by Aditya Deshbandhu

The 21st Century in 100 Games is an interactive public history of the contemporary world. It creates a ludological retelling of the 21st century through 100 games that were announced, launched, and played from the turn of the century. The book analyzes them and then uses the games as a means of entry to examine both key events in the 21st century and the evolution of the gaming industry. Adopting a tri-pronged perspective — the reviewer, the academic, and an industry observer — it studies games as ludo-narratological artefacts and resituates games in a societal context by examining how they affect and are engaged with by players, reviewers, the gaming community, and the larger gaming industry.This book will be a must read for readers interested in video games, new media, digital culture (s), culture studies, and history.

The 21st Century in 100 Games (Games and Contemporary Culture)

by Aditya Deshbandhu

The 21st Century in 100 Games is an interactive public history of the contemporary world. It creates a ludological retelling of the 21st century through 100 games that were announced, launched, and played from the turn of the century. The book analyzes them and then uses the games as a means of entry to examine both key events in the 21st century and the evolution of the gaming industry. Adopting a tri-pronged perspective — the reviewer, the academic, and an industry observer — it studies games as ludo-narratological artefacts and resituates games in a societal context by examining how they affect and are engaged with by players, reviewers, the gaming community, and the larger gaming industry.This book will be a must read for readers interested in video games, new media, digital culture (s), culture studies, and history.

DNA Barcoding: Methods and Protocols (Methods in Molecular Biology #2744)

by Robert DeSalle

This volume covers the latest advancements and methods used to study DNA barcoding. The chapters in this book are organized into six parts: theory, DNA manipulation, specialized barcoding methods, analysis of DNA barcodes, completing a successful DNA barcode project, and barcoding as citizen science. Part One looks at several theoretical issues in DNA barcoding concerned with DNA barcodes that can and should be used. Part Two discusses protocols for processing samples into DNA barcodes, including DNA isolation, sequencing and managing samples, and the resulting DNA barcodes. Part Three explores the next generation of DNA barcoding such as FRET-based detection, dual nanopore detection, skimming, and closed-tube methods. Part Four addresses programs and websites that handle DNA barcoding data, and includes character-based approaches, barcode gap methods, integrated approaches, and Barcode of Life Database. Part Five offers protocols for producing a successfulDNA barcoding project including plant and animal examples and protocols for generating a DNA Barcode Reference Library. Lastly, Part Six talks about several novel protocols for setting up an educational program using DNA barcodes. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls.Cutting-edge and thorough, DNA Barcoding: Methods and Protocols encompasses a wide range of techniques and will be a useful reference tool for both scientist and student.

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