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

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

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

Knowledge Engineering for Innovation and Sustainability is an interdisciplinary examination, not only of knowledge engineering, but also innovation, allowing environmental scientists to gain a better understanding of technological solutions and innovative methods. It is organized in a methodical way, first by defining sustainability and innovation, then by laying out a conceptual framework. The book goes on to explore causality and systems thinking for examining a particular phenomenon, and then presents processes for analysis and design. Finally, it lays out the narrative of sustainability as well as what needs to be done to ensure the future of sustainability. By applying key concepts of innovation and knowledge engineering to sustainability problems, Knowledge Engineering for Innovation and Sustainability provides a structured approach to putting theory into practice for sustainable development.