Books published by Elsevier Science & Technology

Advanced Data Mining Tools and Methods for Social Computing explores advances in the latest data mining tools, methods, algorithms and the architectures being developed specifically for social computing and social network analysis. The book reviews major emerging trends in technology that are supporting current advancements in social networks, including data mining techniques and tools. It also aims to highlight the advancement of conventional approaches in the field of social networking. Chapter coverage includes reviews of novel techniques and state-of-the-art advances in the area of data mining, machine learning, soft computing techniques, and their applications in the field of social network analysis.

Features: The only insect ecology text that emphasizes insect effects on ecosystem properties and services, as well as evolutionary adaptations to environmental conditions. Includes new material on long-term trends in insect abundance, addressing the so-called "insect apocalypse?. Offers crucial updates on mechanisms by which insects affect, and potentially regulate, ecosystem structure and function. Applies ecological principles to improved management of insects for the sustainable delivery of ecosystem services

Approx.366 pages

Designing Secure IoT devices with the Arm Platform Security Architecture and Cortex-M33 explains how to design and deploy secure IoT devices based on the Cortex-M23/M33 processor. The book is split into three parts. First, it introduces the Cortex-M33 and its architectural design and major processor peripherals. Second, it shows how to design secure software and secure communications to minimize the threat of both hardware and software hacking. And finally, it examines common IoT cloud systems and how to design and deploy a fleet of IoT devices. Example projects are provided for the Keil MDK-ARM and NXP LPCXpresso tool chains. Since their inception, microcontrollers have been designed as functional devices with a CPU, memory and peripherals that can be programmed to accomplish a huge range of tasks. With the growth of internet connected devices and the Internet of Things (IoT), ¿plain old microcontrollers” are no longer suitable as they lack the features necessary to create both a secure and functional device. The recent development by ARM of the Cortex M23 and M33 architecture is intended for today¿s IoT world.

Explains real object-oriented programming in practice. This book illustrates how and why building a class model is not just placing classes into a diagram. It helps you learn the necessary organizational patterns so that your software architecture will be maintainable.

Job Hazard Analysis (JHA) identifies the basic job steps and tasks and their associated hazards and risks. This book argues that the JHA should be the centrepiece of any risk control and occupational safety and health program and a methodical analysis is required for the new American safety and health management standard ANSI/AIHA Z10.

A text that describes the numerical methods that have come to be known as 'Monte Carlo.' It provides the basic detail necessary to learn how to apply Monte Carlo methods. It is suitable for undergraduate or graduate courses in numerical methods.

Addresses statistical challenges in epidemiological, biomedical, and pharmaceutical research. This book presents methods for assessing Biomarkers, analysis of competing risks. It offers clinical trials including sequential and group sequential, crossover designs, cluster randomized, and adaptive designs.

Great American Diseases: Their Effects on the Course of North American History presents medical history as it pertains to the major infectious diseases of North America. The book is designed to provide an interesting and engaging introduction to microbiology, immunology and epidemiology. With the advent of COVID-19, this book will serve as a reference on the history of previous epidemics. The book presents pandemics in an easy-to-read volume and provides concise chapters on the history of a disease, progression of understanding on the pathogen (agent of the disease), and their social ramifications through the history of North America.

Genomic Medicine Skills and Competencies discusses core and practical aspects of genetic and genomic education and training for medical field. Many aspects of genomic applications in science, biotechnology, clinical medicine and healthcare require core and specialist knowledge, skills development and competencies for carrying out diverse tasks. Several knowledge-based courses and opportunities for skills and competencies development and assessment are now available and the main required subjects are discussed in this volume.  The book focuses on all major aspects of genetic and genomic education training that are currently offered and evaluated and is a valuable resource for researchers, clinicians, physicians, nurses, genetic counselors, bioinformatics technicians, and other professionals who are interested in learning more about such promising field.

Actuarial Principles: Lifetables and Mortality Models explores the core of actuarial science: the study of mortality and other risks and applications. Including the CT4 and CT5 UK courses, but applicable to a global audience, this work lightly covers the mathematical and theoretical background of the subject to focus on real life practice. It offers a brief history of the field, why actuarial notation has become universal, and how theory can be applied to many situations. Uniquely covering both life contingency risks and survival models, the text provides numerous exercises (and their solutions), along with complete self-contained real-world assignments.

Wireless Communication Networks Supported by Autonomous UAVs and Mobile Ground Robots covers wireless sensor networks and cellular networks. For wireless sensor networks, the book presents approaches using mobile robots or UAVs to collect sensory data from sensor nodes. For cellular networks, it discusses the approaches to using UAVs to work as aerial base stations to serve cellular users. In addition, the book  covers the challenges involved in these two networks, existing approaches (e.g., how to use the public transportation vehicles to play the role of mobile sinks to collect sensory data from sensor nodes), and potential methods to address open questions.

Chronic Obstructive Pulmonary Disease (COPD) Diagnosis using Electromyography (EMG) presents a new and innovative method of COPD diagnosis using EMG to analyze sternomastoid muscle activity using features extraction and classification. The book describes the methodology of EMG analysis, the slope-based onset detection algorithm and SEMG analysis in time, frequency and time frequency domain analyses. It also explores the identification of frequencies for single frequency Continuous Wavelet Transform (CWT) analysis and feature extraction and selection for successful classification COPD into its severity grades. The book provides a compilation of all techniques used in the literatures and emphasizes newly proposed techniques for the early detection of COPD. Fully comprehensive, the book includes discussion of limitations of existing methods for COPD diagnosis and introduces new efficient methods for COPD identification, classification and early diagnosis.

Deep Learning for Robot Perception and Cognition introduces a broad range of topics and methods in deep learning for robot perception and cognition together with end-to-end methodologies. The book provides the conceptual and mathematical background needed for approaching a large number of robot perception and cognition tasks from an end-to-end learning point-of-view. The book is suitable for students, university and industry researchers and practitioners in Robotic Vision, Intelligent Control, Mechatronics, Deep Learning, Robotic Perception and Cognition tasks.

Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data discusses the insight of data processing applications in various domains through soft computing techniques and enormous advancements in the field. The book focuses on the cross-disciplinary mechanisms and ground-breaking research ideas on novel techniques and data processing approaches in handling structured and unstructured healthcare data. It also gives insight into various information-processing models and many memories associated with it while processing the information for forecasting future trends and decision making. This book is an excellent resource for researchers and professionals who work in the Healthcare Industry, Data Science, and Machine learning.

Intelligent Sensing and Communications for Internet of Everything introduces three application scenarios of enhanced mobile broadband (eMBB), large-scale machine connection (mMTC) and ultra reliable low latency communication (URLLC). A new communication model, namely backscatter communication (BackCom), intelligent reflector surface (IRS) and unmanned aerial vehicle (UAV) technology in Internet of Everything (IoE), is described in detail. Also focusing on millimeter wave, the book discusses the potential application of terahertz 6G network spectrum in the Internet of Things (IoT). Finally, the applications of IoE network in big data, artificial intelligence (AI) technology and fog/edge computing technology are proposed.

Biochar in Agriculture for Achieving Sustainable Development Goals introduces the state-of-the-art of biochar for agricultural applications to actualize sustainable development goals and highlight current challenges and the way forward. The book focuses on scientific knowledge and biochar technologies for agricultural soil improvement and plant growth. Sections provide state-of-the-art knowledge on biochar production and characterization, focus on biochar for agricultural application and soil improvement, discuss the roles of biochar for environmental improvement in farmland to relieve water and waste management as well as climate change, highlight biochar used for boosting bioeconomy and clean energy, and discuss future prospects. This book will be important to agricultural engineers and researchers as well as those seeking to improve overall soil and environmental conditions through the use of biochar.