28781Human gait analysis using hybrid convolutional neural networks
This paper analyzes the combination of IMU sensors and electromyography sensors (EMG) to improve the identification accuracy of human movements. We propose the hybrid convolutional neural network (CNN) and long short-term memory neural network (LSTM) for the human gait analysis problem to achieve an accuracy of 0.9418, better than other models including pure CNN models. By using CNN's image classification advancements, we analyze multivariate time series sensor signals by using a sliding window to transform sensor data into image representation and principal component analysis (PCA) to reduce the data dimensionality. To tackle the dataset imbalance issue, we re-weight our model loss by the inverse effective number of samples in each class. We use the human gait HuGaDB dataset with unique characteristics, for gait analysis.
28782Human motor development : a lifespan approach : 8th ed.
Now in its Eighth Edition, this topically organized text provides a comprehensive introduction to lifespan motor development and includes the most current research findings available in the field. The text takes a lifespan approach to development, with thorough coverage of prenatal, childhood, adolescent, and adult development. Theoretical concepts are conveyed through language appropriate for undergraduate students. This is the only lifespan motor development text that presents both the component approach and the total body approach for analyzing the basic fundamental and object control skills of childhood.
28783Human muscle fatique : physiological mechanisms
Human muscle fatique: physiological mechanisms : 8 tables. Symposium on Human Muscle Fatique: Physiological Mechanisms, held at the Ciba Foundation, London, 9-11 September 1980. Ed.: Ruth Porter ...
28784Human nutrition: science for healthy living
This book is suitable for those studying nutrition, dietetics, or health science professions, including nursing. It includes real-life and clinical examples, statistics, and evidence from professional sources that address current and controversial topics and support the key concepts of the science of nutrition.
28785Human physiology : 13th ed.
The beginning chapters introduce basic chemical and biological concepts to provide students with the framework they need to comprehend physiological principles. The chapters that follow promote conceptual understanding rather than rote memorization of facts. Health applications are included throughout the book to heighten interest, deepen understanding of physiological concepts, and help students relate the material to their individual career goals. Every effort has been made to help students integrate related concepts and understand the relationships between anatomical structures and their functions.
28786Human physiology with Vernier (Includes CD)
The experiments inside Human Physiology with Vernier are designed to encourage students to think about the physiology of various human organ systems by measuring the activity of the upper respiratory tract, the lungs, the heart, the nervous system, and the musculoskeletal system.Homeostasis is an underlying theme, and several experiments illustrate the response of the human body to stress or external influences.
28787Human physiology: 11th edition
The beginning chapters introduce basic chemical and biological concepts to provide students with the framework they need to comprehend physiological principles. The chapters that follow promote conceptual understanding rather than rote memorization of facts. Health applications are included throughout the book to heighten interest, deepen understanding of physiological concepts, and help students relate the material to their individual career goals. Every effort has been made to help students integrate related concepts and understand the relationships between anatomical structures and their functions.
28788Human resource management
This books provides a balance between human resource management theory and an applied, pragmatic approach. It reflects the latest information, including the impact of global competition and rapid technological advances.
28789Human Resource management : 12th ed.
This revised edition focuses on: Small business applications; international considerations; computer applications; and employee commitment. The book maintains a strong focus on the skills and vocabulary involved in the field of human resource management.
28790Human resource management : 15th ed.
The Fifteenth Edition focuses on the positive impacts technology has had on the HR field. The ability to vet potential employees on the Internet shifts more HR responsibilities to managers, leaving HR departments with more time to carry out strategic, long-term endeavors for boosting employee performance and engagement. With a heavy focus on emerging industry trends, the text prepares readers with everything they need to be successful managers and HR personnel in the 21st century.