Machine Learning Applications In Software Engineering

This book is the first to address modeling and simulation science and technology for studying ionized gas phenomena in engineering applications. The first three chapters consist of an introductio

Series: Critical Perspectives on Business and ManagementOne of the primary applications of human factors engineering is in the aviation domain, and the importance of human factors has never been great

Many of the properties critical to the engineering applications of ceramics are strongly dependent on their microstructure which, in turn, is dependent on the processing methods used to produce the ce

This book, which is the first volume of Biomedical Translational Research, summarizes emerging technologies in healthcare. The book reviews the advancements in biomedical sciences in genomics, immunology, stem cell, tissue engineering, nanotechnology, computational and structural biology, biomedical engineering, and telemedicine biology. The book highlights the applications of artificial intelligence in the diagnosis of infectious diseases and examines the role of system biology approaches for understanding human complexity, variability, and its influence on health and diseases. It presents the applications of flow cytometry in monitoring the progression and treatment of disease. It covers emerging technologies in cancer research, including CRISPR-Cas9, NGS, and nanotechnology. This book is a useful source of information for clinical researchers, basic scientists, biomedical engineers, and computational biologists.

For the thermodynamics course in the Mechanical & Aerospace Engineering department. This text also serves as a useful reference for anyone interested in learning more about thermodynamics.¿Thermod

Understanding the behaviour of particles suspended in a fluid has many important applications across a range of fields, including engineering and geophysics. Comprising two main parts, this book begins with the well-developed theory of particles in viscous fluids, i.e. microhydrodynamics, particularly for single- and pair-body dynamics. Part II considers many-body dynamics, covering shear flows and sedimentation, bulk flow properties and collective phenomena. An interlude between the two parts provides the basic statistical techniques needed to employ the results of the first (microscopic) in the second (macroscopic). The authors introduce theoretical, mathematical concepts through concrete examples, making the material accessible to non-mathematicians. They also include some of the many open questions in the field to encourage further study. Consequently, this is an ideal introduction for students and researchers from other disciplines who are approaching suspension dynamics for the f

Through 105 highly-illustrated chapters, Interventional and Endovascular Tips and Tricks of the Trade equips interventional radiologists, surgeons, and cardiologists with unique techniques for solving complex clinical problems that may arise during both vascular and non-vascular procedures. The techniques are presented as succinct steps with particular attention paid to applications, challenges, and potential pitfalls. The accessible outline format and illustrative case examples optimize learning, patient selection, and outcomes. Suggested further readings are included with each technique. The "outside-the-box" strategies presented in this volume are useful solutions to clinical challenges in the ever-evolving field of interventional medicine, with its innovative technology, devices, and procedures.

Blending theoretical results with practical applications, this book provides an introduction to random matrix theory and shows how it can be used to tackle a variety of problems in wireless communications. The Stieltjes transform method, free probability theory, combinatoric approaches, deterministic equivalents and spectral analysis methods for statistical inference are all covered from a unique engineering perspective. Detailed mathematical derivations are presented throughout, with thorough explanation of the key results and all fundamental lemmas required for the reader to derive similar calculus on their own. These core theoretical concepts are then applied to a wide range of real-world problems in signal processing and wireless communications, including performance analysis of CDMA, MIMO and multi-cell networks, as well as signal detection and estimation in cognitive radio networks. The rigorous yet intuitive style helps demonstrate to students and researchers alike how to choose

The definitive guide to the art and science of lens design—fully updated to reflect the latest advancesThis benchmark optical engineering resource offers an encyclopedic overview of all forms of lenses and optical systems. Revised from start to finish, this new edition brings all existing content up to date and adds new sections on design advances from the last 10 years. With this book in hand, there's no lens that you can't design.Modern Lens Design, Third Edition, leads you through the fundamentals and hands-on practices of optical engineering, covering time-tested methods for designing top-quality lenses. Long a paragon of design instruction, the book provides clear explanations, examples, and hands-on instruction and fully covers the latest software and optimization techniques.Features new coverage of cell phone cameras, panoramic and 360-degree lenses, and large-format focal planesClarifies and consolidates a wide range of crucial lens design informationTwo industry-recognized exp

The Support Vector Machine is a powerful new learning algorithm for solving a variety of learning and function estimation problems, such as pattern recognition, regression estimation, and operator inv

Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the d

In this thought-provoking study of work, worker, and machine in the postindustrial age, Hirschhorn points out that factories will become places of learning where the worker must be able to diagnose an