Sensor Data Analysis and Management: The Role of Deep Learning

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Discover detailed insights into the methods, algorithms, and techniques for deep learning in sensor data analysis Sensor Data Analysis and Management: The Role of Deep Learning delivers an insightful and practical overview of the applications of deep learning techniques to the analysis of sensor data. The book collects cutting-edge resources into a single collection designed to enlighten the reader on topics as varied as recent techniques for fault detection and classification in sensor data, the application of deep learning to Internet of Things sensors, and a case study on high-performance computer gathering and processing of sensor data. The editors have curated a distinguished group of perceptive and concise papers that show the potential of deep learning as a powerful tool for solving complex modelling problems across a broad range of industries, including predictive maintenance, health monitoring, financial portfolio forecasting, and driver assistance. The book contains real-time examples of analyzing sensor data using deep learning algorithms and a step-by-step approach for installing and training deep learning using the Python keras library. Readers will also benefit from the inclusion of: A thorough introduction to the Internet of Things for human activity recognition, based on wearable sensor data An exploration of the benefits of neural networks in real-time environmental sensor data analysis Practical discussions of supervised learning data representation, neural networks for predicting physical activity based on smartphone sensor data, and deep-learning analysis of location sensor data for human activity recognition An analysis of boosting with XGBoost for sensor data analysis Perfect for industry practitioners and academics involved in deep learning and the analysis of sensor data, Sensor Data Analysis and Management: The Role of Deep Learning will also earn a place in the libraries of undergraduate and graduate students in data science and computer science programs.

Little and Falace's Dental Management of the Medically Compromised Patient (10版)

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【簡介】 重量：1.65kg 　頁數：596 裝訂：平裝 　開數：27.6 x 21.6 cm 印刷：彩色 紙本+全文電子書(Enhanced Digital Version Included) Little and Falace’s Dental Management of the Medically Compromised Patient, 10th Edition, is thoroughly revised to provide the information needed to assess common problems and make safe dental management decisions. This new edition contains revised content on Cancer and Women’s Health and includes an enhanced ebook plus patient-based practice questions with print purchase. Also, each chapter features informative illustrations and well-organized tables to provide you with in-depth details and overall summaries required for understanding and applying medical concepts in dentistry. New to this edition NEW! Thoroughly revised content provides the most current, evidence-based information you need to make dental management decisions. UPDATED! Information correlating to the revised INBDE exam prepares you for the boards. NEW! An ebook version is included with print purchase. The ebook allows you to access all the text, figures, and references, with the ability to search, customize content, make notes and highlights, and have content read aloud. Plus, patient-based questions are included. UPDATED! Revised coverage of Women’s Health addresses issues specific to women that can impact dental management. NEW! Completely revised chapter on Cancer discusses essential considerations for the oral care of these patients. NEW! Key Points at the beginning of each chapter highlight important content to guide study efforts. 【目錄】 1 Patient Evaluation, Risk Assessment, and the Diagnostic Process 2 Infective Endocarditis 3 Hypertension 4 Ischemic Heart Disease 5 Cardiac Arrhythmias 6 Heart Failure (Congestive Heart Failure) 7 Pulmonary Disease 8 Smoking and Tobacco Use Cessation 9 Sleep Disordered Breathing 10 Liver Disease 11 Gastrointestinal Diseases 12 Chronic Kidney Disease and Dialysis 13 Sexually Transmitted Diseases 14 Diabetes Mellitus 15 Adrenal Insufficiency 16 Thyroid Diseases 17 Women's Health Issues 18 AIDS, HIV Infection, and Related Conditions 19 Allergy 20 Rheumatologic Disorders 21 Organ Transplantation 22 Disorders of Red Blood Cells 23 Disorders of White Blood Cells 24 Acquired Bleeding Disorders 25 Congenital Bleeding and Hypercoagulable Disorders 26 Cancer and Oral Care of Patients With Cancer 27 Neurologic Disorders 28 Psychiatric Disorders 29 Substance Use Disorders Appendix A:Guide to Management of Common Medical Emergencies in the Dental Office Appendix B:Guidelines for Infection Control in Dental Health Care Settings Appendix C: Therapeutic Management of Common Oral Lesions Appendix D:Drug Interactions of Significance in Dentistry Appendix E:Herbal Supplements Used in Complementary and Alternative Medicine of Potential Importance in Dentistry Answers to Practice Test Questions Index

International Logistics: The Management of International Trade Operations 6/e (6版)

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【簡介】 The sixth edition includes many changes, the most obvious being that there are four additional chapters: terminal operations, transportation of dangerous goods, transportation of refrigerated goods, and cross-border trade. These chapters were added because several faculty members had requested that they be added. I hope that they meet their expectations. For the first time, there are two chapters of the fifth edition that were eliminated-temporarily. These chapters covered quality management and inventory management, and were better suited for an international-supply-chain management textbook. This textbook is in preparation, and will be published in the summer of 2022. For those faculty members who would like to include these chapters in a course in which they have adopted the sixth edition of International Logistics, both of these chapters are downloadable, at no charge, from the publisher's website. As with previous editions, the remainder of the text has been completely updated, with new tables, new examples, and new photographs. 【目錄】 1. International Trade. 2. International Logistics and Supply Chain Management. 3. International Infrastructure. 4. International Methods of Entry. 5. International Contracts. 6. Terms of Trade or Incoterms Rules. 7. Terms of Payment. 8. Managing Transaction Risks. 9. International Commercial Documents. 10. International Insurance. 11. International Ocean Transportation. 12. International Air Transportation. 13. International Land and Multimodal Transportation. 14. International Terminal Operations 15. Packaging for Export. 16. International Warehouses and Distribution Centers. 17. International Transportation of Dangerous Goods. 18. International Transportation of Refrigerated Goods. 19. International Logistics Security. 20. Customs Clearance. 21. Cross-Border Trade. 22. Developing a Competitive Advantage.