Machine Learning Algorithms for Problem Solving in Computational Applications

Models and Applications of Tourists' Travel Behavior provides an overview of all possible approaches to modeling tourists' travel behavior, helping readers decide which theoretical approach should be chosen depending on the available type of data. It focuses on the connection between traditional travel behavior theories and tourist studies and introduces specific tourist contexts in travel demand modelling. It goes beyond the theoretical background of tourist travel behavior modeling and offers a practical understanding for choosing the right model and sourcing the right data. The book begins with the role of transport in tourist' travel behavior, then employs a literature review to establish the necessary background on the topic. It then goes on to describe theoretical approaches, descriptive approaches, and statistical approaches for modelling. It discusses choice models based on both Stated Preference Data and Revealed Preference Data. It concludes with chapters on machine learning

Application of Artificial Intelligence in Hybrid Electric Vehicle Energy Management presents the state-of-the-art in hybrid electric vehicle system modelling and management. With a focus on learning-based energy management strategies, the book provides detailed methods, mathematical models, and strategies designed to optimize the energy management of the energy supply module of a hybrid vehicle.The book first addresses the underlying problems in Hybrid Electric Vehicle (HEV) modeling, and then introduces several artificial intelligence-based energy management strategies of HEV systems, including those based on fuzzy control with driving pattern recognition, multi objective optimization, fuzzy Q-learning and Deep Deterministic Policy Gradient (DDPG) algorithms. To help readers apply these management strategies, the book also introduces State of Charge and State of Health prediction methods and real time driving pattern recognition. For each application, the detailed experimental process

Boron offers a range of important characteristics that have led to significant research and new developments in its application over recent years. Fundamentals and Applications of Boron Chemistry highlights its impressive potential for both current and future developments across a range of fields, providing foundational information on Boron chemistry and systematically summarizing current developments and applications of Boron in energy, medicinal chemistry and materials chemistry. Beginning with an introduction to Boron chemistry which outlines the Boron element and its physical and chemical properties, the book goes on to discuss advances in Boron coordination chemistry, before delving deeper into key fields of application. The latest developments in Boron-based catalysts in organic reactions are reviewed, followed by novel emerging Boron-containing materials and their potential applications in areas like hydrogen storage, and Boron materials with special optical activity. Finally, a

Cyanoximes: Chemistry, Coordination and Organometallic Compounds and their Applications contains vast information about the use of cyanoximes as small molecules ligands in coordination, bioinorganic, and in organometallic chemistry. In addition, it presents the structural chemistry of these compounds and shows their most interesting spectroscopic properties, along with the practical aspects of their chemistry. Methods of syntheses, stereochemistry of cyanoximes ligands, their structures and properties, as well as the most interesting coordination compounds are described, as well as a broad spectrum of practical applications of both cyanoximes and their metal complexes. These simple, low molecular weight organic molecules represent a series of new excellent ampolydentate ligands for coordination chemistry. Currently, 48 cyanoximes are known, and users will find more than two hundreds cyanoxime complexes synthesized and studied using a variety of different spectroscopic methods and X-ray

Precision CNC Machining for High-Performance Gears: Theory and Technology covers basic theories and methods, key technologies, and machining equipment in precision CNC machining of high-performance gears. Sections cover research status and development trends of machining technologies and CNC machining equipment of high-performance gears, calculation theories of the precision modification method of high-performance gears, methods of reducing the machining principle errors of high-performance gears, the modeling method of multi-source errors and the compensation technique of CNC gear machine tools, the key technologies of precision CNC gear machine tools, the optimization method of the process parameters of hobbing and grinding, key technologies, and more.

Federated Learning for the Metaverse: Applications in Virtual Environments provides readers with insights into how federated learning, a decentralized machine learning paradigm, can be strategically applied to address critical aspects of the metaverse. The book covers a wide range of topics, including privacy-preserving personalization, security, collaboration, adaptive learning environments, real-time communication, decentralized governance, language understanding, immersive learning experiences, avatar customization, and dynamic scene rendering.

Covering all anesthesia topics from basic to advanced, Miller's Anesthesia Review, 4th Edition, is an ideal resource for self-assessment and deepening your understanding of this ever-expanding and challenging field. Edited by Drs. Lorraine M. Sdrales and Manuel C. Pardo, Jr., this authoritative guide provides high-yield study points in an easy-to-read, bulleted format, along with hundreds of questions, answers, and rationales to help you test your knowledge and identify knowledge gaps for further study. Conveniently cross-referenced to the latest edition of Miller's Basics of Anesthesia, it covers everything from physiologic and pharmacologic principles through anesthetic machine systems, anesthetic delivery in a variety of settings, and anesthesia administration for a full range of disease states.Uses an efficient, bulleted outline format for each chapter, summarizing core content and providing self-test questions and workbook tasks that test your conceptual knowledge and rationale.Br

Reinforce your knowledge of neuroanatomy, neuroscience, and common neurologic disorders with this active, engaging, and relaxing review method! Netter's Neuroscience Coloring Book, 2nd Edition, makes abstract concepts more concrete as you use color and tactile movement to reinforce your memory and understanding of the brain, spinal cord, and peripheral nervous system. It's a fun and interactive way to learn and review a complex but fascinating subject-whether you're taking a course in neuroscience, preparing for a neuroscience program, or planning a career in research, science, or medicine and healthcare. More than "just" a coloring book, this unique learning tool offers: More than 145 key topics in neuroscience and neuroanatomy, using bold, clear drawings based on classic Netter art.Coloring exercises for visual and tactile learning as you trace pathways and tracts, reinforcing spatial, functional, and clinical concepts in this fascinating field.A clear organization with 4 major sect

In this issue of Foot and Ankle Clinics, guest editors Drs. Jordi Vega and Guillaume Cordier bring their considerable expertise to the topic of Ankle Arthroscopy: A Current Point of View. Top experts explore key topics such as endoscopic approach of subtalar instability; syndesmosis pathology management; arthroscopic approach to deltoid injuries; and advantages and disadvantages of the arthroscopic ankle fusion; as well as the technological advancements that have significantly improved the outcomes of ankle arthroscopy in recent years.Contains 15 relevant, practice-oriented topics including nanoscope: current and future use in the ankle; current status of tendoscopy around the ankle; new concepts on ankle instability: a global ankle problem; new perspectives on ankle cartilage pathology and treatment; the dorsiflexion and non-distraction ankle arthroscopic technique; and moreProvides in-depth clinical reviews on ankle arthroscopy, offering actionable insights for clinical practicePrese

Connect what you see in prosections and dissections in the anatomy lab with the detailed medical illustrations of Frank H. Netter, MD. Netter's Photographic Anatomy Companion features more than 200 carefully selected plates from the well-known Netter Atlas of Human Anatomy, each paired with photographs of real cadaver prosections in the same position, plane, and view. This unique reference and study tool provides a visual connection between the idealized anatomical concepts in Netter's famous illustrations with the photos of body donors seen in the anatomy lab, making it an invaluable resource for learning human anatomy, as a dissection reference, for practical exam review, and for prepping for surgical rotations.Provides a unique, visual connection between real-world cadaveric presentation in the anatomy lab with Netter Atlas of Human Anatomy, the most widely used anatomy atlas for medical programs.Pairs dissection photographs side by side with classic Netter illustrations in the same

The North American Society for Pediatric and Adolescent Gynecology (NASPAG), a leader in the field of Pediatric and Adolescent Gynecology (PAG) education, outlines specific learning objectives in its "Short and Long Curriculum" that are central to PAG education in all specialties. Written and edited by experienced leaders in the field, NASPAG's Principles & Practice of Pediatric and Adolescent Gynecology is based on this curricula and provides core knowledge essential for clinicians treating pediatric and adolescent patients with gynecologic disorders or concerns. An ideal resource for residents and non-OB/GYN clinicians, as well as those specializing in PAG, this modern resource provides authoritative, up-to-date information you can trust from the experts who know it best.Covers key topics such as polycystic ovary syndrome and hyperandrogenism, chronic pelvic pain and endometriosis, sexual health and education, menstrual dysfunction, sexual and gender norms, and ethical considerations

Filled with stunning images and in-depth information on both common and rare ophthalmic diseases and disorders, Kanski's Clinical Ophthalmology: A Systematic Approach, 10th Edition, is both a foundational knowledge source for trainees and a valuable reference for experienced practitioners. Dr. John Salmon, from the university of Oxford, has meticulously revised this classic text, retaining Dr. Kanski's highly effective format of succinct text and visually dynamic presentation. Extremely well organized and comprehensive in scope, it provides authoritative, focused guidance on diagnosis and management, facilitating quick comprehension to enhance learning, aid exam preparation, and guide clinical practice.Uses targeted text, bulleted lists, tables and visual aids to highlight salient points across all ophthalmology subspecialties.Features more than 2,800 high-quality illustrations, including over 2,000 images depicting both common and rare conditions, with arrows to show the exact patholo

Photoelectrochemical Engineering for Solar Harvesting provides an up-to-date appraisal of the photon engineering of innovative catalysts for solar energy harvesting. Sunlight-driven fuel synthesis is the most sustainable and potentially economical option for producing energy vectors through water splitting. Thus this book focuses on the design of photocatalysts and water oxidation catalysts, as artificial photosynthesis and hydrogen fuel production via water oxidation (in place of fossil fuels) are two promising approaches towards renewable energy. The book critically analyzes the overall progress, potential challenges, and the possibility of industrialization of new catalysts in the near future. The primary emphasis of the discussion is on experimental approaches from materials synthesis to device applications, however, there will also be some introduction to relevant photochemistry concepts. Photoelectrochemical Engineering for Solar Harvesting is suitable for materials scientists an

With chapters corresponding to the chapters in Linton and Matteson's Medical-Surgical Practical Nursing in Canada, this study guide provides a variety of questions and exercises to help you master the PN's role in Canadian medical-surgical care. Review exercises include fun activities, multiple-choice questions, alternate format questions, and more, all divided by level of difficulty. In the chapters on medical conditions, practical questions help you apply your knowledge directly to real-world patient care. This study guides provides the review and practice you need to prepare for the REx-PN(R) or CPNRE(R) licensure exams! Comprehensive review reflects the latest Canadian Council for Practical Nurse Regulators (CCPNR) national PN competencies (including Ontario and British Columbia). Variety of exercises reinforces learning with matching, multiple-choice, multiple-response, labelling, diagram reading, fill-in-the-blank questions, case studies, and more. Consistent format in each chap

Water-Soil-Vegetation Nexus and Climate Change presents a broad overview of the research needs and approaches regarding water-soil-vegetation nexus and climate change. It includes chapters discussing water budget and factors that affect hydrologic processes such as precipitation, runoff, infiltration, evapotranspiration, soil water, and groundwater, in addition to a focus on consumptive (e.g., domestic and irrigation) and non-consumptive (e.g., eco-environmental) water uses, and water shortage. Throughout Water-Soil-Vegetation Nexus and Climate Change chapters specifically deal with the fundamental principles and also case studies, applications, and decision support tools, that can be usable for developing practical management measures in sustaining our eco-environment and society by maintaining an optimal water-soil-vegetation equilibrium. Written with water resources students and professors in mind, this book will provide the reader with further knowledge on the water-soil-vegetation

Combining informative, meticulously crafted prose with more than 4,000 high-quality images, Osborn's Brain, third edition, is a comprehensive, easy to understand, and visually stunning learning curriculum from highly esteemed author Dr. Anne G. Osborn. This fully revised edition provides a solid framework for understanding the complex subject of brain imaging, integrating relevant information from Dr. Osborn's entire career of accumulated knowledge, experience, and interest in neuropathology, neurosurgery, and clinical neurosciences. While neuroradiologists will find intriguing, thought-provoking insights included especially for them in every chapter, Osborn's Brain is an excellent review resource for physicians at all levels of expertise-from seasoned radiologists and neurosurgeons to new and senior residents or fellows.Combines essential anatomy with gross pathology and imaging, clearly demonstrating why and how diseases appear the way they do and helping readers think clearly about

Learn how information technology intersects with today's health care! Health Informatics: An Interprofessional Approach, 3rd Edition, follows the tradition of expert informatics educators Ramona Nelson and Nancy Staggers with new lead author, Lynda R. Hardy, to prepare you for success in today's technology-filled healthcare practice. Concise coverage includes information systems and applications, such as electronic health records, clinical decision support, telehealth, mHealth, ePatients, and social media tools, as well as system implementation. New to this edition are topics that include analytical approaches to health informatics, increased information on FHIR and SMART on FHIR, and the use of health informatics in pandemics. Chapters written by experts in the field provide the most current and accurate information on continually evolving subjects like evidence-based practice, EHRs, PHRs, mobile health, disaster recovery, and simulation. Objectives, key terms, and an abstract at the

In this issue of Clinics in Chest Medicine, guest editors Drs. Clemente J. Britto and Jennifer L. Taylor-Cousar bring their considerable expertise to Advances in Cystic Fibrosis. Top experts in the field cover key topics such as genetics of cystic fibrosis (CF): clinical implications; innate and adaptive immunity in CF; novel applications of biomarkers and personalized medicine to define the spectrum of CF; emerging approaches to understand CF pathogenesis; and more. Contains 18 relevant, practice-oriented topics including novel approaches to multidrug resistant infections in CF; clinical outcomes of highly-effective modulator therapy; nontuberculous mycobacterial infections in CF; management of mental health in CF; sexual and reproductive health in CF; nutritional management in CF; transitions of care in CF; and more. Provides in-depth clinical reviews on advances in cystic fibrosis, offering actionable insights for clinical practice. Presents the latest information on this timel

Covering the entire spectrum of this rapidly evolving field, Diagnostic Imaging: Interventional Radiology, third edition, is an invaluable resource for interventional radiologists, general radiologists, vascular surgeons, and trainees-any proceduralist who desires an easily accessible, highly visual reference for this complex specialty. Dr. Brandt C. Wible and his team of highly regarded experts provide up-to-date information on more than 100 interventional radiologic procedures to help you make informed decisions at the point of care. Chapters are well organized, referenced, and lavishly illustrated, creating a useful learning tool for readers at all levels of experience as well as a handy reference for daily practice. Provides a comprehensive, expert reference for review and preparation of common and infrequently performed procedures, with detailed step-by-step" instructions for conducting image-guided interventions in various clinical scenarios Covers vascular venous, arterial,

MXenes and their Composites: Synthesis, Properties and Potential Applications covers a new family of 2D transition metal carbides, carbonitrides and nitrides with the chemical formula Mn+1XnTx where M

Covering the entire spectrum of this fast-changing field, Diagnostic Imaging: Brain, fifth edition, is an invaluable resource for neuroradiologists, general radiologists, and trainees?anyone who requires an easily accessible, highly visual reference on today's brain imaging. Drs. Miral Jhaveri, Karen L. Salzman, and a diverse group of neuroimaging experts provide updated information on more than 300 brain and CNS conditions to help you make informed decisions at the point of care. The text is lavishly illustrated, delineated, and referenced, making it a useful learning tool as well as a handy reference for daily practice.Provides authoritative, comprehensive guidance on both pathology-based and anatomy-based diagnoses to help you diagnose the full range of brain and CNS conditionsContains numerous new diagnoses and new chapters on such topics as inflammatory and demyelinating diseases, metabolic conditions, and CNS tumorsReflects significantly revised brain tumor categories based on th

A favorite text of physiology students worldwide, Guyton and Hall Textbook of Medical Physiology delivers the complex knowledge you need to master in a distinctive, easy-to-digest format. The 15th Edition of this bestselling text is fully up to date and provides clear, comprehensive coverage of the content most relevant to clinical and pre-clinical students. The unique format ensures maximum learning and retention of complex concepts: a larger font size emphasizes core information, while supporting information is detailed in a smaller font and highlighted in pale blue-making it easy to quickly skim the essential text or pursue more in-depth study.Focuses on core material and how the body maintains homeostasis to remain healthy, emphasizing the important principles that will aid in later clinical decision making.Contains new information on physiology and the gut microbiome, lung sounds, and clinically important sex differences in physiology lab values.Presents information in short chapt

Covering the entire spectrum of this fast-changing field, Diagnostic Imaging: Spine, Fifth Edition, is an invaluable resource for general radiologists, neuroradiologists, and trainees?anyone who requires an easily accessible, highly visual reference on today's spinal imaging. Drs. Jeffrey Ross, Kevin Moore, and their team of highly regarded experts provide updated information on disease identification and imaging techniques to help you make informed decisions at the point of care. The text is lavishly illustrated, delineated, and referenced, making it a useful learning tool as well as a handy reference for daily practice.Serves as a one-stop resource for key concepts and information on radiologic imaging and interpretation of the spine, neck, and central nervous systemContains six robust sections, each beginning with normal imaging anatomy and covering all aspects of this challenging field: Congenital and Genetic Disorders, Trauma, Degenerative Diseases and Arthritides, Infection and I

Gain a solid foundation in A&P with this easy-to-understand text! Clear and straightforward, Structure & Function of the Body, 17th Edition introduces the typical structure and function of the human body and describes what the body does to maintain homeostasis. The book shows how structure fits function, using clinical examples to reinforce A&P concepts and featuring hundreds of photos and micrographs for realistic visual detail. Written by a team of experts led by Kevin Patton, this text includes an Evolve website packed with animations, audio pronunciations, review questions, and other interactive learning resources.NEW! Updated content is added, and new line art and photos ensure wider representation of skin color, sex, age, body type, and cultural diversity.NEW! Inclusive terminology reduces the emphasis on eponyms - for example, the term "normal" is more carefully used to avoid implying that healthy conditions outside the average are "abnormal."NEW! The latest scientific thinking

Together with its companion volume, Petty’s Principles of Musculoskeletal Treatment and Management, this invaluable book provides a comprehensive overview of all aspects of musculoskeletal practice for undergraduate physiotherapy students. This volume will help you competently examine and assess patients with a variety of issues. Each region is covered in detail, including muscles, nerves and joints.It offers an up-to-date, person-centred approach, based on clinical reasoning and latest evidence, with numerous learning aids, case studies and illustrations to help you apply theory to practice. Petty's Musculoskeletal Examination and Assessment is edited by leading experts Dionne Ryder and Kieran Barnard, with contributions by highly regarding physiotherapists from across the country, making this set a must-have for all students of physiotherapy. Petty’s set follows the patient journey from assessment right through to treatment and managementEach chapter is written by leading physiothera

Road Traffic Modelling and Management: Using Statistical Monitoring and Deep Learning provides a framework for understanding and enhancing road traffic monitoring and management. It examines both the commonly used traffic analysis methodologies as well the emerging ones that use deep learning methods. The book also shows how to understand statistical models and machine learning algorithms, and how to apply them to traffic modelling, estimation, forecasting and traffic congestion monitoring. Providing both a theoretical framework along with practical technical solutions, Road Traffic Modelling and Management: Using Statistical Monitoring and Deep Learning is for researchers and practitioners who want to improve the performance of intelligent transportation systems.

In this issue of Foot and Ankle Clinics, guest editor Dr. John Wong Chung brings his considerable expertise to the topic of Mler-Weiss Disease. Top experts outline the epidemiology, classification systems, and nonoperative and operative treatments (including minimally invasive surgery options) so that foot and ankle surgeons may better identify and treat patients with this complex disease.Contains 14 relevant, practice-oriented topics including clinical features and differential diagnosis of Mler-Weiss disease; classification systems in Mler-Weiss disease; nonoperative treatment of Mler-Weiss disease; minimally invasive surgery in Mler-Weiss disease; future directions in Mler-Weiss disease; and moreProvides in-depth clinical reviews on Mler-Weiss disease, offering actionable insights for clinical practicePresents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and pr

This expert volume in the Diagnostic Pathology series is an excellent point-of-care resource for practitioners at all levels of experience and training. Covering virtually every entity in inflammatory dermatopathology likely to be encountered, it incorporates the most recent clinical, pathologic, and molecular knowledge in the field to provide a comprehensive overview of all key issues relevant to today's practice. Succinctly written, richly illustrated, and easy to use, Diagnostic Pathology: Nonneoplastic Dermatopathology, fourth edition, is a one-stop reference for accurate, complete pathology reports, ideal as a day-to-day reference or as a reliable training resource.Presents the clinical and histopathologic appearance of 300+ entities to ensure that no important diagnosis is overlooked, including difficult-to-diagnose cases not seen on a regular basis by general pathologistsFeatures updated content throughout, including infectious processes for diseases, such as measles; rare infe

In this issue of Clinics in Perinatology, guest editors Drs. Patrick Gallagher and Alex R. Kemperbring their considerable expertise to the topic of Genetics, Newborn Screening, and Inborn Errors of Metabolism. Early recognition through newborn screening is vital for detecting the 6,000 potentially affected newborns each year in the U.S., as timely treatment can prevent early death and long-term morbidity. In this issue, top experts provides important clinical updates in genetic testing, genome sequencing, and newborn screening.Contains 14 practice-oriented topics, including approach to the neonate with suspected inborn error of metabolism; prenatal genetic diagnosis; the future of clinical genomics; genetic testing in the neonate; genetics of congenital heart disease; and moreProvides in-depth clinical reviews of genetics, newborn screening, and inborn errors of metabolism, offering actionable insights for clinical practicePresents the latest information on this timely, focused topic