Pattern Classification Using Ensemble Methods

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

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

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

Illustrated by the world-renowned Frank H. Netter, MD and artists working in his tradition, Netter's Atlas of Human Embryology, 2nd Edition, provides a rich pictorial overview of human prenatal development. For each stage of development and for each body system, you'll find a brief description of the developmental plan, with key concepts and terminology, followed by discussions of histological principles, the classification of congenital anomalies, and basic cellular, molecular, and genetic concepts. An emphasis on morphological patterns in the embryo and fetus makes it easy to understand the structure and function of the adult body and the embryonic basis of natural variation as well as birth anomalies.Uses vibrant, high-quality illustrations and concise text to teach key points quickly, effectively, and memorably.Includes new Inclusionary Consideration Points that detail key information such as differences between sex and gender-particularly for the embryology of sex determination; a

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.

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 all areas of head and neck pathology, it incorporates the most recent clinical, pathological, and molecular knowledge in this challenging field to provide a comprehensive overview of all key issues relevant to today's practice. Richly illustrated and easy to use, Diagnostic Pathology: Head and Neck, 3rd Edition, is a one-stop reference for accurate, complete pathology reports, ideal as a day-to-day reference or as a reliable training resource. Provides a clear framework for a better understanding of the clinical and histopathologic appearances of more than 315 new and evolving entities of the head and neck and endocrine organs Features updated information on recent changes in the field, as well as current information from the AJCC Cancer Staging Manual, 8th Edition, and the WHO Classification of Head and Neck Tumours, 5th E

Significant advances over the past two decades in noninvasive cardiovascular imaging technologies and methods to evaluate patients with known or suspected cardiovascular disease have transformed the field of cardiovascular imaging. Multimodality Cardiovascular Imaging, edited by eminent cardiologist and leader in noninvasive cardiac imaging, Dr. Mario J. Garcia, serves as a one-stop, authoritative resource covering the application, value, limitations, and competing and complimentary roles of each of the different cardiac imaging modalities. It provides practical information and guidelines to cardiologists, radiologists, electrophysiologists, vascular medicine physicians, and cardiac surgeons-anyone who needs a deeper understanding of the roles and limitations of various imaging modalities for cardiovascular disease.Offers a focused and concise overview of multimodal cardiac imaging for clinical assessment and treatment.Covers all relevant types of cardiac imaging, including echocardiog

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

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

Gain confidence and expertise with stereoelectroencephalography (SEEG) as a presurgical method for epilepsy with this helpful resource. Edited and written by leading experts in the field, Stereoelectroencephalography teaches the scientific and medical bases of SEEG through its essential disciplines (anatomy, biophysics, electrophysiology, and cognitive and behavioral neuroscience) and their interrelations. It fully covers the basic and clinical aspects of the pharmaco-resistant epilepsies investigated with SEEG and their surgical indications.Describes the evolution in time of the presurgical methods leading to the current practice of SEEG. Explains how to determine the anatomical basis of electrode implantation, its referential system, and how it prepares rational planning to tailored resection or ablation. Examines the nature of the SEEG signal, how the depth electrodes capture it, and how the dynamics of multiple cortical sites recording can be understood. Contains chapters on key to

Spinal Fusion Techniques, the first volume in the Atlas of Interventional Pain Management series, is a concise, practical guide that provides clinicians with detailed, step-by-step guidance on how to perform the latest interventional techniques for treating patients with chronic pain as a result of spinal stenosis. This comprehensive, easy-to-follow guide offers expert coverage of how to deliver safe, accurate, and cost-effective pain relief to patients using all clinically useful imaging modalities, including ultrasound-guided techniques and fluoroscopy. With high-quality images and clear, authoritative guidance throughout, it shows exactly how to evaluate the causes of pain, identify the most promising stimulation technique, locate the site with precision, and deliver effective relief. Offers a comprehensive overview of the latest techniques used in spinal fusion. Features clinically relevant anatomic drawings and radiologic images that provide step-by-step instruction on techniqu

In this issue of Facial Plastic Surgery Clinics, guest editor Dr. Dean M. Toriumi brings his considerable expertise to the topic of Preservation Rhinoplasty Merges with Structure Rhinoplasty. Top experts in the field, some who prefer a preservation rhinoplasty approach and some who utilize reduction techniques, provide readers with articles that contrast the two approaches and offer expert content about both techniques. Contains 15 practice-oriented topics including surface techniques in dorsal preservation; open preservation rhinoplasty using the Piezotome; modified dorsal split technique; managing the severe septal deviation using dorsal preservation; push up for correction of the saddle nose deformity; Brazilian approach to dorsal preservation; and more. Provides in-depth clinical reviews on preservation rhinoplasty and structure rhinoplasty, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of

Destined to be the definitive reference in this complex surgical area, Endoscopic Craniosynostosis Surgery is the first single resource to offer complete coverage of techniques, outcomes, complications, and results when treating patients with craniosynostosis endoscopically. Dr. David F. Jimenez, a pioneer in the field who has developed minimally invasive endoscopic surgeries to treat very young infants with this condition, provides all appropriate data and detailed guidance on every aspect of the management of craniosynostosis using endoscopic techniques. Covers the surgical management of every type of single suture synostosis as well as multiple and complex synostosis. Presents surgical techniques in depth, with a complete review of short- and long-term outcomes and results. Provides detailed information on patient anesthesia and how to set up the operating room for surgery. Features dozens of radiographs, clinical photos, and procedural illustrations, as well as procedural videos