Condition Monitoring Using Computational Intelligence Methods

Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Now you can create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, and clusters. Learn how to test your ML code and dive into even more advanced topics. If you are a beginner-to-intermediate programmer keen to understand machine learning, this book is for you.Discover machine learning algorithms using a handful of self-contained recipes. Build a repertoire of algorithms, discovering terms and approaches that apply generally. Bake intelligence into your algorithms, guiding them to discover good solutions to problems.In this book, you will:Use heuristics and design fitness functions.Build genetic algorithms.Make nature-inspired swarms with ants, bees and particles.Create Monte Carlo simulations.Investigate cellular automata.Find minima and maxima, using hill climbing and simulated annealing.Try selection methods,

The text covers important algorithm design techniques, such as greedy algorithms, dynamic programming, and divide-and-conquer, and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures such as skip-lists to dimensionality reduction methods.

This book is a guide to numerical methods for solving fluid dynamics problems. The most widely used discretization and solution methods, which are also found in most commercial CFD-programs, are descr

Written for labor and delivery nurses, nurse midwives, and maternal-child and family birth nurses, Essentials of Fetal and Uterine Monitoring, Fifth Edition expertly presents how to identify fetal wel

Structural Health Monitoring of Biocomposites, Fibre-reinforced Composites and Hybrid Composites provides detailed information on failure analysis, mechanical and physical properties, structural healt

The Condition of Secrecy is a poignant collection of essays by Inger Christensen, widely regarded as one of the most influential Scandinavian writers of the twentieth century. As The New York Times pr

The notion of data is increasingly encountered in spatial, creative and cultural studies. Big data and artificial intelligence are significantly influencing a number of disciplines. Processes, methods

Using an engaging how-to approach that draws from scholarship, real-life, and popular culture, this textbook offers students practical reasons why they should care about research methods and a guide t

Release stress and tension in the body using only simple rubber balls with this accessible, step-by-step guide to a bodywork system that can benefit people of any age or physical condition, developed

U-Healthcare Monitoring Systems: Volume One: Design and Applications focuses on designing efficient U-healthcare systems which require the integration and development of information technology service

The LNCS journal Transactions on Computational Science reflects recent developments in the field of Computational Science, conceiving the field not as a mere ancillary science but rather as an innovat

Fiction. Artificial Intelligence. Based on two iconic American novels, A NOISE SUCH AS A MAN MIGHT MAKE is a computer conflation using a well-known algorithm that has been applied to language since th

Long-term monitoring programs are fundamental to understanding the natural environment and managing major environmental problems. Yet they are often done very poorly and ineffectively. This second edi

"Experts often disagree about how much and what kind of intelligence should be considered classified. In addition, there can be benefits to leaking intelligence, a practice that is done by insiders wi

Hazardous Materials Monitoring and Detection Devices Third Edition is designed for a variety of industries. Although primarily written for emergency responders, hazardous materials responders, firefig

Get up to speed with Prometheus, the metrics-based monitoring system used by thousands of organizations in production. This practical guide provides application developers, sysadmins, and DevOps pract

Codify: Parametric and Computational Design in Landscape Architecture provides a series of essays that explore what it means to use, modify and create computational tools in a contemporary desig

This book is a practical review which focuses on computational analysis and on in silico approaches towards the systematic discovery of various key functional gene expression elements in microalgae as

The Leader is back! And the heavy-headed villain has decreed it: Jen Walters must die! On a single-minded mission of destruction, the Leader is using all his gamma-enhanced super-intelligence to strik

Using an innovative, real-world approach that makes the research problem and method relevant and valuable to the reader, this book provides a broad overview of research methods used in library and inf

Monitoring is integral to all aspects of policy and management for threatened biodiversity. It is fundamental to assessing the conservation status and trends of listed species and ecological communiti

Go deep into Windows security tools to implement more robust protocols and processes Windows Security Monitoring goes beyond Windows admin and security certification guides to provide in-depth informa

Discover the art and science of solving artificial intelligence problems with Python using optimization modeling. This book covers the practical creation and analysis of mathematical algebraic models

In this book, a methodology for parameter adaptation in meta-heuristic op-timization methods is proposed. This methodology is based on using met-rics about the population of the meta-heuristic methods

Russian military modernization raises concerns about the Intelligence Community’s (IC’s) ability to warn of Russian aggression, particularly on NATO’s eastern flank. Using themes fro

In the sequel to Murder a la Russe, an unexpected medical condition temporarily interrupts Natalya Denisova's literary career. Her son Leo, using notes left on her computer, completes her book-in-prog

This volume contains the proceedings of the 2017 International Conference on Bioinformatics and Computational Biology (BIOCOMP'17).

Continuous EEG monitoring is an important tool for assessing brain function and allows clinicians to identify malignant EEG patterns quickly and provide more effective care. The revised and updated se

Applied Computational Physics is a graduate-level text stressing three essential elements: advanced programming techniques, numerical analysis, and physics. The goal of the text is to provide students

Wilson Disease: Pathogenesis, Molecular Mechanisms, Diagnosis, Treatment and Monitoring translates both clinical and experimental findings into a comprehensive approach for all those involved in Wilso

Discover Nature’s algorithm of Intelligence to learn problem-solving from intuition to artificial intelligence.

Our daily lives, our culture and our politics are now shaped by the digital condition as large numbers of people involve themselves in contentious negotiations of meaning in ever more dimensions of li

Now updated and expanded for its second edition, this book investigates the role intelligence plays in maintaining homeland security and emphasizes that effective intelligence collection and analysis

This publication includes good practice principles and a set of decision-support tools for planning and implementing a multipurpose National Forest Monitoring System, grounded in nationally appropriat

This book presents evidence for a universal word order constraint, the Final-over-Final Condition (FOFC), and discusses the theoretical implications of this phenomenon. FOFC is a syntactic condition t

Rockburst: Mechanisms, Monitoring, Warning and Mitigation invites the most relevant researchers and practitioners worldwide to discuss the rock mechanics phenomenon related to increased stress and ene

Soil Pollution: From Monitoring to Remediation provides comprehensive information on soil pollution, including causes, distribution, transport, the transformation and fate of pollutants in soil, and m

This concise and accessible textbook will enable readers to quickly develop the working skills necessary to solve computational problems in a server-based environment, using HTML and PHP. The importan

This book analyzes the emerging concept of diversity intelligence, which values the differences in employees without attempting to make everyone alike. Organization leaders need diversity intelligence

The report "Monitoring tobacco use and prevention policies" tracks the status of the tobacco epidemic and interventions to combat it.The sixth in the series of WHO reports focuses on monitoring tobacc