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Academic Press

  • Introduction to Algorithms for Data Mining and Machine Learning

    • 1st Edition
    • Xin-She Yang
    • English
    Introduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behind all key algorithms and techniques for data mining and machine learning, along with optimization techniques. Its strong formal mathematical approach, well selected examples, and practical software recommendations help readers develop confidence in their data modeling skills so they can process and interpret data for classification, clustering, curve-fitting and predictions. Masterfully balancing theory and practice, it is especially useful for those who need relevant, well explained, but not rigorous (proofs based) background theory and clear guidelines for working with big data.
  • Receptors in the Evolution and Development of the Brain

    Matter into Mind
    • 1st Edition
    • Richard E. Fine
    • English
    Receptors in the Evolution and Development of the Brain: Matter into Mind presents the key role of receptors and their cognate ligands in wiring the mammalian brain from an evolutionary developmental biology perspective. It examines receptor function in the evolution and development of the nervous system in the large vertebrate brain, and discusses rapid eye movement sleep and apoptosis as mechanisms to destroy miswired neurons. Possible links between trophic deficits and connectional diseases including Alzheimer’s, Parkinson’s, and ALS are also discussed. This book is extremely useful to those with an interest in the molecular and cellular neurosciences, including those in cognitive and clinical branches of this subject, and anyone interested in how the incredibly complex human brain can build itself.
  • The Clinician's Guide to Geriatric Forensic Evaluations

    • 1st Edition
    • Karen Reimers
    • English
    The Clinician's Guide to Geriatric Forensic Evaluations provides practical guidance to clinicians performing forensic evaluations on older adults. The book begins with how geriatric forensic evaluations differ from those done on non-geriatric adults. DSM-5 criteria for neurocognitive disorders are discussed and differentiated from the previous criteria in DSM-IV. Coverage includes assessing decision-making capacity/competence and evaluating undue influence, elder abuse, and financial exploitation. Each chapter opens with a case study and then highlights specific assessment techniques, best practices, and common pitfalls to avoid. The book additionally covers forensic report writing, court testimony, and when to refer to an outside independent expert. Samples of geriatric forensic reports are provided.
  • Handbook of Farm, Dairy and Food Machinery Engineering

    • 3rd Edition
    • Myer Kutz
    • English
    Handbook of Agricultural and Farm Machinery, Third Edition, is the essential reference for understanding the food industry, from farm machinery, to dairy processing, food storage facilities and the machinery that processes and packages foods. Effective and efficient food delivery systems are built around processes that maximize efforts while minimizing cost and time. This comprehensive reference is for engineers who design and build machinery and processing equipment, shipping containers, and packaging and storage equipment. It includes coverage of microwave vacuum applications in grain processing, cacao processing, fruit and vegetable processing, ohmic heating of meat, facility design, closures for glass containers, double seaming, and more. The book's chapters include an excellent overview of food engineering, but also regulation and safety information, machinery design for the various stages of food production, from tillage, to processing and packaging. Each chapter includes the state-of-the art in technology for each subject and numerous illustrations, tables and references to guide the reader through key concepts.
  • Neuroscience, Selflessness, and Spiritual Experience

    Explaining the Science of Transcendence
    • 1st Edition
    • Brick Johnstone + 1 more
    • English
    Neuroscience, Selflessness, and Spiritual Transcendence conveys the manner by which selflessness serves as a neuropsychological and religious foundation for spiritually transcendent experiences. The book combines neurological case studies and neuroscience research with religious accounts of transcendence experiences from the perspective of both the neurosciences and the history of religions. Chapters cover the subjective experience of transcendence, an historical summary of different philosophical and religious perspectives, a review of the neuroscience research that describes the manner by which the brain processes and creates a self, and more. The book presents a model that bridges the divide between neuroscience and religion, presenting a resource that will be critical reading for advanced students and researchers in both fields.
  • Handbook of Vascular Motion

    • 1st Edition
    • Christopher Cheng
    • English
    Handbook of Vascular Motion provides a comprehensive review of the strategies and methods to quantify vascular motion and deformations relevant for cardiovascular device design and mechanical durability evaluation. It also explains the current state of knowledge of vascular beds that are particularly important for the medical device industry. Finally, it explores the application of vascular motion to computational simulations, benchtop testing and fatigue analysis, as well as further implications on clinical outcomes, product development and business.
  • Contemporary Psychodynamic Psychotherapy

    Evolving Clinical Practice
    • 1st Edition
    • David Kealy + 1 more
    • English
    Contemporary Psychodynamic Psychotherapy: Evolving Clinical Practice covers the latest applications of psychodynamic therapy for a range of clinical issues, including depression, anxiety, psychosis, borderline personality and trauma. It discusses psychodynamic practice as an evidence-based therapy, providing reviews of outcome and process research. Covering a wide array of treatments tailored for specific disorders and populations, this book is designed to appeal to clinicians and researchers who are looking to broaden their knowledge of the latest treatment strategies, novel applications, and current developments in psychodynamic practice.
  • Applied Human Factors in Medical Device Design

    • 1st Edition
    • Mary Beth Privitera
    • English
    Applied Human Factors in Medical Device Design describes the contents of a human factors toolbox with in-depth descriptions of both empirical and analytical methodologies. The book begins with an overview of the design control process, integrating human factors as directed by AAMI TIR 59 and experienced practice. It then explains each method, describing why each method is important, its potential impact, when it's ideal to use, and related challenges. Also discussed are other barriers, such as communication breakdowns between users and design teams. This book is an excellent reference for professionals working in human factors, design, engineering, marketing and regulation.
  • Biofuels, Bioenergy and Food Security

    Technology, Institutions and Policies
    • 1st Edition
    • Deepayan Debnath + 1 more
    • English
    Biofuels, Bioenergy and Food Security: Technology, Institutions and Policies explores the popular ‘Food versus Fuel’ debates, discussing the complex relationship between the biofuel and agricultural markets. From the importance of bioenergy in the context of climate change, to the potentially positive environmental consequences of growing second generation biofuels crops, this book provides important insights into the impact of policy, the technical implementation and the resulting impact of biofuels. The discussion of existing issues hindering the growth of the cellulosic biofuel industry and their remedies are particularly relevant for policy makers and others associated with the biofuel industry. Transferring information on bioenergy economy through the discussion of the current and emerging biofuel market, country specific case studies explain the existing biofuel policy and its consequences to both the energy and agricultural markets. Economic simulation models explain the future of the bioenergy markets. Biofuels, Bioenergy and Food Security: Technology, Institutions and Policies is an invaluable resource to the students, scientific community, policy makers, and investors in the bioenergy industry. Students will benefit from a variety of perspectives on major societal questions in context of the interaction between food security and bioenergy. Its review of existing literature on the biofuel marker, investment opportunities, and energy independence provides a broad overview to allow informed decision making regarding the industry.
  • Taxonomy of Corynoneura Winnertz (Diptera: Chironomidae)

    • 1st Edition
    • Yue Fu + 2 more
    • English
    Corynoneura is recognized as one of the most difficult group to classify, and there has been a long history of nomenclatural changes. Taxonomy of Corynoneura Winnertz (Diptera: Chironomidae) provides detailed and accurate taxonomy of the Corynoneura generic group and discusses the scientific basis for phylogenetic studies of Chironomidae. Taxonomy of Corynoneura Winnertz (Diptera: Chironomidae) is a useful resource for researchers and practitioners in the field of entomology, systematics, phylogeny, biogeography, biodiversity, and ecology. This book is composed of four main sections: introduction, keys, classification, and zoogeography. Coverage includes a preliminary biogeographic analysis of the worldwide fauna based on the Corynoneura generic group and species distribution data, summaries of the typical features used to classify an adult, and keys to all the Corynoneura generic group and male species of Corynoneura in the world. Over 100 species of Corynoneura are described in detail with morphological figures.