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Coffee Wilt Disease - - Bog - CABI Publishing - Plusbog.dk

Coffee Wilt Disease - - Bog - CABI Publishing - Plusbog.dk

Coffee Wilt Disease has cost African coffee farmers an estimated US$1 billion to date, resulting from reduced yields and the extra costs incurred in trying to manage the disease. This devastating fungal disease has destroyed millions of coffee trees in affected countries across Africa and will be a contributory factor in any attempt at revitalization of the African coffee sector in the future. This book is one of the outputs of the Regional Coffee Wilt Programme and is a compilation of the current knowledge of various aspects of CWD, including information about the pathogen, its spread and importantly its management.

DKK 1044.00
1

Quantum Machine Learning - - Bog - Taylor & Francis Ltd - Plusbog.dk

Quantum Machine Learning - - Bog - Taylor & Francis Ltd - Plusbog.dk

This book presents the research into and application of machine learning in quantum computation, known as quantum machine learning (QML). It presents a comparison of quantum machine learning, classical machine learning, and traditional programming, along with the usage of quantum computing, toward improving traditional machine learning algorithms through case studies. In summary, the book: - - Covers the core and fundamental aspects of statistics, quantum learning, and quantum machines. - - - Discusses the basics of machine learning, regression, supervised and unsupervised machine learning algorithms, and artificial neural networks. - - - Elaborates upon quantum machine learning models, quantum machine learning approaches and quantum classification, and boosting. - - - Introduces quantum evaluation models, deep quantum learning, ensembles, and QBoost. - - - Presents case studies to demonstrate the efficiency of quantum mechanics in industrial aspects. - This reference text is primarily written for scholars and researchers working in the fields of computer science and engineering, information technology, electrical engineering, and electronics and communication engineering.

DKK 901.00
1

Sustainable Coffee in Costa Rica - Jeffrey Stratford - Bog - Bloomsbury Publishing PLC - Plusbog.dk

Sustainable Coffee in Costa Rica - Jeffrey Stratford - Bog - Bloomsbury Publishing PLC - Plusbog.dk

The book examines the intersection of politics, economic development, and environmental sustainability of the coffee industry in Costa Rica. Ecological impacts of coffee production are analyzed through the lens of mitigating damage to the region''s biodiversity. Sustainable Coffee in Costa Rica: Solutions for People, Economic Development, and Biodiversity analyzes the intersection of politics, economic development, and environmental sustainability in coffee production. Coffee has long been central to understanding Costa Rican politics and society. From the mid-19th century to the mid-20th century, coffee was the most important economic engine for the country and coffee growers held a great deal of political power. Beginning with the historical and socio-economic importance of coffee in Costa Rica as well as the broader region, this book argues that long-term economic success for the Costa Rican coffee industry is enhanced and catalyzed by economic, social, political, and especially ecological sustainability. This book also explores the ecological effects of coffee growing, from creating plantations to the disposal of waste products, to examine how these effects can be mitigated to lessen the impact on the region''s incredible biodiversity.

DKK 905.00
1

Machine Learning for Healthcare - - Bog - Taylor & Francis Ltd - Plusbog.dk

Machine Learning for Healthcare - - Bog - Taylor & Francis Ltd - Plusbog.dk

Machine Learning for Healthcare: Handling and Managing Data provides in-depth information about handling and managing healthcare data through machine learning methods. This book expresses the long-standing challenges in healthcare informatics and provides rational explanations of how to deal with them. Machine Learning for Healthcare: Handling and Managing Data provides techniques on how to apply machine learning within your organization and evaluate the efficacy, suitability, and efficiency of machine learning applications. These are illustrated in a case study which examines how chronic disease is being redefined through patient-led data learning and the Internet of Things. This text offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare. Readers will discover the ethical implications of machine learning in healthcare and the future of machine learning in population and patient health optimization. This book can also help assist in the creation of a machine learning model, performance evaluation, and the operationalization of its outcomes within organizations. It may appeal to computer science/information technology professionals and researchers working in the area of machine learning, and is especially applicable to the healthcare sector. The features of this book include: - - A unique and complete focus on applications of machine learning in the healthcare sector. - - - An examination of how data analysis can be done using healthcare data and bioinformatics. - - - An investigation of how healthcare companies can leverage the tapestry of big data to discover new business values. - - - An exploration of the concepts of machine learning, along with recent research developments in healthcare sectors. -

DKK 993.00
1

Cyber Security Meets Machine Learning - - Bog - Springer Verlag, Singapore - Plusbog.dk

Cyber Security Meets Machine Learning - - Bog - Springer Verlag, Singapore - Plusbog.dk

Machine learning boosts the capabilities of security solutions in the modern cyber environment. However, there are also security concerns associated with machine learning models and approaches: the vulnerability of machine learning models to adversarial attacks is a fatal flaw in the artificial intelligence technologies, and the privacy of the data used in the training and testing periods is also causing increasing concern among users. This book reviews the latest research in the area, including effective applications of machine learning methods in cybersecurity solutions and the urgent security risks related to the machine learning models. The book is divided into three parts: Cyber Security Based on Machine Learning; Security in Machine Learning Methods and Systems; and Security and Privacy in Outsourced Machine Learning. Addressing hot topics in cybersecurity and written by leading researchers in the field, the book features self-contained chapters to allow readers to select topics that are relevant to their needs. It is a valuable resource for all those interested in cybersecurity and robust machine learning, including graduate students and academic and industrial researchers, wanting to gain insights into cutting-edge research topics, as well as related tools and inspiring innovations.

DKK 816.00
1

Handbook of Coffee Processing By-Products - - Bog - Elsevier Science Publishing Co Inc - Plusbog.dk

Handbook of Coffee Processing By-Products - - Bog - Elsevier Science Publishing Co Inc - Plusbog.dk

Handbook of Coffee Processing By-Products: Sustainable Applications presents alternative and sustainable solutions for coffee processing by-products and specifies their industrial potential, both as a source for the recovery of bioactive compounds and their reutilization in the pharmaceutical, biotechnological, food, biotechnology, and cosmetic industries, also covering environmental and agronomic applications. This book addresses key topics specific to sustainable management in the coffee industry, placing an emphasis on integrated solutions for the valorization and upgrade of coffee processing by-products, biorefinery, and different techniques for the separation, extraction, recovery and formulation of polyphenols.

DKK 972.00
1

Coffee - Growing, Processing, Sustainable Production - - Bog - Wiley-VCH Verlag GmbH - Plusbog.dk

Coffee - Growing, Processing, Sustainable Production - - Bog - Wiley-VCH Verlag GmbH - Plusbog.dk

An outstanding and currently the only comprehensive handbook for the coffee-professional. 40 authors from the leading coffee-growing countries present the most recent technologies applied to coffee husbandry. The book features 900 carefully selected illustrations, 300 of these in full color, which substantiate the written text. The handbook provides basic guidelines and recommendations which are applicable everywhere rather than referring to any specific country. Added to this, the reader will find numerous data tables and an overview of relevant information sources.

DKK 818.00
1

Machine Learning in Clinical Neuroscience - - Bog - Springer Nature Switzerland AG - Plusbog.dk

Machine Learning in Clinical Neuroscience - - Bog - Springer Nature Switzerland AG - Plusbog.dk

This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific topics, the book is well-suited even for clinicians without prior machine learning experience. Authored by a wide array of experienced global machine learning groups, the book is aimed at clinicians who are interested in mastering the basics of machine learning and who wish to get started with their own machine learning research. The volume is structured in two major parts: The first uniquely introduces all major concepts in clinical machine learning from the ground up, and includes step-by-step instructions on how to correctly develop and validate clinical prediction models. It also includes methodological and conceptual foundations of other applications of machine learning in clinical neuroscience, such as applications of machine learning to neuroimaging, natural language processing, and time series analysis. The second part provides an overview of some state-of-the-art applications of these methodologies. The Machine Intelligence in Clinical Neuroscience (MICN) Laboratory at the Department of Neurosurgery of the University Hospital Zurich studies clinical applications of machine intelligence to improve patient care in clinical neuroscience. The group focuses on diagnostic, prognostic and predictive analytics that aid in decision-making by increasing objectivity and transparency to patients. Other major interests of our group members are in medical imaging, and intraoperative applications of machine vision.

DKK 986.00
1

Coffee and Coffeehouses - Ralph S. Hattox - Bog - University of Washington Press - Plusbog.dk

Coffee and Coffeehouses - Ralph S. Hattox - Bog - University of Washington Press - Plusbog.dk

Drawing on the accounts of early European travelers, original Arabic sources on jurisprudence and etiquette, and treatises on coffee from the period, the author recounts the colorful early history of the spread of coffee and the influence of coffeehouses in the medieval Near East. Detailed descriptions of the design, atmosphere, management, and patrons of early coffeehouses make fascinating reading for anyone interested in the history of coffee and the unique institution of the coffeehouse in urban Muslim society

DKK 970.00
1

Machine Guarding Handbook - Frank R. Spellman - Bog - Government Institutes - Plusbog.dk

Machine Guarding Handbook - Frank R. Spellman - Bog - Government Institutes - Plusbog.dk

Machine Guarding Handbook is a must-have reading for safety engineers and managers in manufacturing and other industrial settings who need to incorporate an effective machine guarding safety program, meet OSHA requirements, and protect workers. It provides a basic overview of OSHA''s requirements, making compliance easier to achieve, thus preventing the risk of worker injury or mutilation and reducing the occurrence of costly penalties and OSHA audits. This 106-page book explores and discusses the hazards of unguarded machines, common safeguarding methods, the safeguarding of machines and robots, the importance of guarding, the varying methods of machine guarding, training, inspection and maintenance, and safeguarding techniques. In addition, it provides both regulatory information and the material required to implement a viable machine guarding program. Special features include a sample lockout/tagout program, checklists, a machine-guarding case study, chapter summaries, and the complete OSHA Machine Guarding and Lockout/Tagout Standards.

DKK 936.00
1

Machine Learning and Wireless Communications - - Bog - Cambridge University Press - Plusbog.dk

Machine Learning and Wireless Communications - - Bog - Cambridge University Press - Plusbog.dk

How can machine learning help the design of future communication networks – and how can future networks meet the demands of emerging machine learning applications? Discover the interactions between two of the most transformative and impactful technologies of our age in this comprehensive book. First, learn how modern machine learning techniques, such as deep neural networks, can transform how we design and optimize future communication networks. Accessible introductions to concepts and tools are accompanied by numerous real-world examples, showing you how these techniques can be used to tackle longstanding problems. Next, explore the design of wireless networks as platforms for machine learning applications – an overview of modern machine learning techniques and communication protocols will help you to understand the challenges, while new methods and design approaches will be presented to handle wireless channel impairments such as noise and interference, to meet the demands of emerging machine learning applications at the wireless edge.

DKK 819.00
1

Machine Learning for Neuroscience - Chuck Easttom - Bog - Taylor & Francis Ltd - Plusbog.dk

Machine Learning for Neuroscience - Chuck Easttom - Bog - Taylor & Francis Ltd - Plusbog.dk

This book addresses the growing need for machine learning and data mining in neuroscience. The book offers a basic overview of the neuroscience, machine learning and the required math and programming necessary to develop reliable working models. The material is presented in a easy to follow user-friendly manner and is replete with fully working machine learning code. Machine Learning for Neuroscience: A Systematic Approach, tackles the needs of neuroscience researchers and practitioners that have very little training relevant to machine learning. The first section of the book provides an overview of necessary topics in order to delve into machine learning, including basic linear algebra and Python programming. The second section provides an overview of neuroscience and is directed to the computer science oriented readers. The section covers neuroanatomy and physiology, cellular neuroscience, neurological disorders and computational neuroscience. The third section of the book then delves into how to apply machine learning and data mining to neuroscience and provides coverage of artificial neural networks (ANN), clustering, and anomaly detection. The book contains fully working code examples with downloadable working code. It also contains lab assignments and quizzes, making it appropriate for use as a textbook. The primary audience is neuroscience researchers who need to delve into machine learning, programmers assigned neuroscience related machine learning projects and students studying methods in computational neuroscience.

DKK 929.00
1

Machine Learning Applications - - Bog - John Wiley & Sons Inc - Plusbog.dk

Machine Learning Applications - - Bog - John Wiley & Sons Inc - Plusbog.dk

Machine Learning Applications Practical resource on the importance of Machine Learning and Deep Learning applications in various technologies and real-world situations Machine Learning Applications discusses methodological advancements of machine learning and deep learning, presents applications in image processing, including face and vehicle detection, image classification, object detection, image segmentation, and delivers real-world applications in healthcare to identify diseases and diagnosis, such as creating smart health records and medical imaging diagnosis, and provides real-world examples, case studies, use cases, and techniques to enable the reader’s active learning. Composed of 13 chapters, this book also introduces real-world applications of machine and deep learning in blockchain technology, cyber security, and climate change. An explanation of AI and robotic applications in mechanical design is also discussed, including robot-assisted surgeries, security, and space exploration. The book describes the importance of each subject area and detail why they are so important to us from a societal and human perspective. Edited by two highly qualified academics and contributed to by established thought leaders in their respective fields, Machine Learning Applications includes information on: Content based medical image retrieval (CBMIR), covering face and vehicle detection, multi-resolution and multisource analysis, manifold and image processing, and morphological processing Smart medicine, including machine learning and artificial intelligence in medicine, risk identification, tailored interventions, and association rules AI and robotics application for transportation and infrastructure (e.g., autonomous cars and smart cities), along with global warming and climate change Identifying diseases and diagnosis, drug discovery and manufacturing, medical imaging diagnosis, personalized medicine, and smart health records With its practical approach to the subject, Machine Learning Applications is an ideal resource for professionals working with smart technologies such as machine and deep learning, AI, IoT, and other wireless communications; it is also highly suitable for professionals working in robotics, computer vision, cyber security and more.

DKK 923.00
1

An Introduction to Machine Learning - Sanjay Churiwala - Bog - Springer Nature Switzerland AG - Plusbog.dk

An Introduction to Machine Learning - Sanjay Churiwala - Bog - Springer Nature Switzerland AG - Plusbog.dk

Just like electricity, Machine Learning will revolutionize our life in many ways - some of which are not even conceivable today. This book provides a thorough conceptual understanding of Machine Learning techniques and algorithms. Many of the mathematical concepts are explained in an intuitive manner. The book starts with an overview of machine learning and the underlying Mathematical and Statistical concepts before moving onto machine learning topics. It gradually builds up the depth, covering many of the present day machine learning algorithms, ending in Deep Learning and Reinforcement Learning algorithms. The book also covers some of the popular Machine Learning applications. The material in this book is agnostic to any specific programming language or hardware so that readers can try these concepts on whichever platforms they are already familiar with. - Offers a comprehensive introduction to Machine Learning, while not assuming any prior knowledge of the topic; - Provides a complete overview of available techniques and algorithms in conceptual terms, covering various application domains of machine learning; - Not tied to any specific software language or hardware implementation.

DKK 986.00
1

The Craft and Science of Coffee - - Bog - Elsevier Science Publishing Co Inc - Plusbog.dk

The Craft and Science of Coffee - - Bog - Elsevier Science Publishing Co Inc - Plusbog.dk

The Craft and Science of Coffee follows the coffee plant from its origins in East Africa to its current role as a global product that influences millions of lives though sustainable development, economics, and consumer desire. For most, coffee is a beloved beverage. However, for some it is also an object of scientifically study, and for others it is approached as a craft, both building on skills and experience. By combining the research and insights of the scientific community and expertise of the crafts people, this unique book brings readers into a sustained and inclusive conversation, one where academic and industrial thought leaders, coffee farmers, and baristas are quoted, each informing and enriching each other. This unusual approach guides the reader on a journey from coffee farmer to roaster, market analyst to barista, in a style that is both rigorous and experience based, universally relevant and personally engaging. From on-farming processes to consumer benefits, the reader is given a deeper appreciation and understanding of coffee's complexity and is invited to form their own educated opinions on the ever changing situation, including potential routes to further shape the coffee future in a responsible manner.

DKK 918.00
1

Machine Learning and the City - S Carta - Bog - John Wiley and Sons Ltd - Plusbog.dk

Machine Learning and the City - S Carta - Bog - John Wiley and Sons Ltd - Plusbog.dk

Machine Learning and the City Explore the applications of machine learning and artificial intelligence to the built environment Machine Learning and the City: Applications in Architecture and Urban Design delivers a robust exploration of machine learning (ML) and artificial intelligence (AI) in the context of the built environment. Relevant contributions from leading scholars in their respective fields describe the ideas and techniques that underpin ML and AI, how to begin using ML and AI in urban design, and the likely impact of ML and AI on the future of city design and planning. Each section couples theoretical and technical chapters, authoritative references, and concrete examples and projects that illustrate the efficacy and power of machine learning in urban design. The book also includes: An introduction to the probabilistic logic that underpins machine learningComprehensive explorations of the applications of machine learning and artificial intelligence to urban environmentsPractical discussions of the consequences of applied machine learning and the future of urban design Perfect for designers approaching machine learning and AI for the first time, Machine Learning and the City: Applications in Architecture and Urban Design will also earn a place in the libraries of urban planners and engineers involved in urban design.

DKK 804.00
1

Coffee - - Bog - Rowman & Littlefield - Plusbog.dk

Coffee - - Bog - Rowman & Littlefield - Plusbog.dk

Coffee: A Comprehensive Guide to the Bean, the Beverage, and the Industry offers a definitive guide to the many rich dimensions of the bean and the beverage around the world. Leading experts from business and academia consider coffee’s history, global spread, cultivation, preparation, marketing, and the environmental and social issues surrounding it today. They discuss, for example, the impact of globalization; the many definitions of organic, direct trade, and fair trade; the health of female farmers; the relationships among shade, birds, and coffee; roasting as an art and a science; and where profits are made in the commodity chain. Drawing on interviews and the lives of people working in the business—from pickers and roasters to coffee bar owners and consumers—this book brings a compelling human side to the story. The authors avoid romanticizing or demonizing any group in the business. They consider basic but widely misunderstood issues such as who adds value to the bean, the constraints of peasant life, and the impact of climate change. Moving beyond simple answers, they represent various participants in the supply chain and a range of opinions about problems and suggested solutions in the industry. Coffee offers a multidimensional examination of a deceptively everyday but extremely complex commodity that remains at the center of many millions of lives. Tracing coffee’s journey from field to cup, this handbook to one of the world’s favorite beverages is an essential guide for professionals, coffee lovers, and students alike. Contributions by: Sarah Allen, Jonathan D. Baker, Peter S. Baker, Jonathan Wesley Bell, Clare Benfield, H. C. "Skip" Bittenbender, Connie Blumhardt, Willem Boot, Carlos H. J. Brando, August Burns, Luis Alberto Cuéllar, Olga Cuellar, Kenneth Davids, Jim Fadden, Elijah K. Gichuru, Jeremy Haggar, Andrew Hetzel, George Howell, Juliana Jaramillo, Phyllis Johnson, Lawrence W. Jones, Alf Kramer, Ted Lingle, Stuart McCook, Michelle Craig McDonald, Sunalini Menon, Jonathan Morris, Joan Obra, Price Peterson, Rick Peyser, Sergii Reminny, Paul Rice, Robert Rice, Carlos Saenz, Vincenzo Sandalj, Jinap Selamat, Colin Smith, Shawn Steiman, Robert W. Thurston, Steven Topik, Tatsushi Ueshima, Camilla C. Valeur, Geoff Watts, and Britta Zeitemann

DKK 980.00
1

Italian Futurism and the Machine - Katia Pizzi - Bog - Manchester University Press - Plusbog.dk

Italian Futurism and the Machine - Katia Pizzi - Bog - Manchester University Press - Plusbog.dk

This is the first interdisciplinary exploration of machine culture in Italian futurism after the First World War. The machine was a primary concern for the futuristi. As well as being a material tool in the factory it was a social and political agent, an aesthetic emblem, a metonymy of modernity and international circulation and a living symbol of past crafts and technologies. Exploring literature, the visual and performing arts, photography, music and film, the book uses the lens of European machine culture to elucidate the work of a broad set of artists and practitioners, including Censi, Depero, Marinetti, Munari and Prampolini. The machine emerges here as an archaeology of technology in modernity: the time machine of futurism.

DKK 788.00
1

Cost-Sensitive Machine Learning - - Bog - Taylor & Francis Inc - Plusbog.dk

Cost-Sensitive Machine Learning - - Bog - Taylor & Francis Inc - Plusbog.dk

In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: - Cost of acquiring training data Cost of data annotation/labeling and cleaning Computational cost for model fitting, validation, and testing Cost of collecting features/attributes for test data Cost of user feedback collection Cost of incorrect prediction/classification Cost-Sensitive Machine Learning is one of the first books to provide an overview of the current research efforts and problems in this area. It discusses real-world applications that incorporate the cost of learning into the modeling process. The first part of the book presents the theoretical underpinnings of cost-sensitive machine learning. It describes well-established machine learning approaches for reducing data acquisition costs during training as well as approaches for reducing costs when systems must make predictions for new samples. The second part covers real-world applications that effectively trade off different types of costs. These applications not only use traditional machine learning approaches, but they also incorporate cutting-edge research that advances beyond the constraining assumptions by analyzing the application needs from first principles. Spurring further research on several open problems, this volume highlights the often implicit assumptions in machine learning techniques that were not fully understood in the past. The book also illustrates the commercial importance of cost-sensitive machine learning through its coverage of the rapid application developments made by leading companies and academic research labs.

DKK 958.00
1

Machine Learning for Cyber Security - - Bog - Springer Nature Switzerland AG - Plusbog.dk

Machine Learning for Cyber Security - - Bog - Springer Nature Switzerland AG - Plusbog.dk

This three volume book set constitutes the proceedings of the Third International Conference on Machine Learning for Cyber Security, ML4CS 2020, held in Xi''an, China in October 2020. The 118 full papers and 40 short papers presented were carefully reviewed and selected from 360 submissions. The papers offer a wide range of the following subjects: Machine learning, security, privacy-preserving, cyber security, Adversarial machine Learning, Malware detection and analysis, Data mining, and Artificial Intelligence.

DKK 967.00
1