Condition Monitoring Using Computational Intelligence Methods

This unique textbook provides an introduction to statistical inference with network data. The authors present a self-contained derivation and mathematical formulation of methods, review examples, and real-world applications, as well as provide data and code in the R environment that can be customised. Inferential network analysis transcends fields, and examples from across the social sciences are discussed (from management to electoral politics), which can be adapted and applied to a panorama of research. From scholars to undergraduates, spanning the social, mathematical, computational and physical sciences, readers will be introduced to inferential network models and their extensions. The exponential random graph model and latent space network model are paid particular attention and, fundamentally, the reader is given the tools to independently conduct their own analyses.

A leading artificial intelligence researcher lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machinesIn the popular imagination, superhuman artificial intelligence is an approaching tidal wave that threatens not just jobs and human relationships, but civilization itself. Conflict between humans and machines is seen as inevitable and its outcome all too predictable.In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabota

As venture capital and industrial resources are increasingly poured into rapid advances in artificial intelligence, the actual usage and success of AI depends on a satisfactory experience for the user

With emphasis on computational hydraulics and hydrologic modeling, this one-of-a-kind book defines more than 4000 basic terms and phrases related to water conveyance. It is designed to facilitate unde

The book has evolved and adapted from an earlier book by the same author and provides a detailed introduction to analytical methods commonly used by fishery scientists, ecologists, and advanced studen

Multi-Dimensional Analysis: Research Methods and Current Issues provides a comprehensive guide both to the statistical methods in Multi-Dimensional Analysis (MDA) and its key elements, such as corpus

Data, Matter, Design presents a comprehensive overview of current design processes that rely on the input of data and use of computational design strategies, and their relationship to an array of

Biostatistics with R provides a straightforward introduction on how to analyse data from the wide field of biological research, including nature protection and global change monitoring. The book is centred around traditional statistical approaches, focusing on those prevailing in research publications. The authors cover t-tests, ANOVA and regression models, but also the advanced methods of generalised linear models and classification and regression trees. Chapters usually start with several useful case examples, describing the structure of typical datasets and proposing research-related questions. All chapters are supplemented by example datasets, step-by-step R code demonstrating analytical procedures and interpretation of results. The authors also provide examples of how to appropriately describe statistical procedures and results of analyses in research papers. This accessible textbook will serve a broad audience, from students, researchers or professionals looking to improve their

Diplomacy and Intelligence in the Nineteenth-Century Mediterranean World examines the activities of diplomats in the expansion of their home country's informal imperial ambitions. Taking a comparativ

Critically assess the impact of artificial intelligence on the L&D function and understand how to use it to improve learning in the workplace.

Since World War I, Cyprus has played a crucial role in British defence strategy. Panagiotis Dimitrakis here introduces new research which reveals the true role of British intelligence on the island th

Confidence, emotional intelligence and resilience are vital to children's mental wellbeing, and this book gives early years practitioners all the tools they need to promote these skills in young child

This book provides a straightforward, student-focused introduction to doing mixed methods research, covering everything from why and when mixed methods is appropriate, as well as how to use qualitativ

Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to “learn” complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specific

Will the use of artificial intelligence (AI), algorithms, and smart machines be the end of journalism as we know it-or its savior? In Newsmakers, Francesco Marconi, who has led the development of the

A BRILLIANT NEW ESPIONAGE THRILLER FOR FANS OF JOHN LE CARREThe intelligence service puts two years and over £100k into the training of new field officers. You're shown how to steal cars, strip weapon

This practical introduction to stochastic reaction-diffusion modelling is based on courses taught at the University of Oxford. The authors discuss the essence of mathematical methods which appear (under different names) in a number of interdisciplinary scientific fields bridging mathematics and computations with biology and chemistry. The book can be used both for self-study and as a supporting text for advanced undergraduate or beginning graduate-level courses in applied mathematics. New mathematical approaches are explained using simple examples of biological models, which range in size from simulations of small biomolecules to groups of animals. The book starts with stochastic modelling of chemical reactions, introducing stochastic simulation algorithms and mathematical methods for analysis of stochastic models. Different stochastic spatio-temporal models are then studied, including models of diffusion and stochastic reaction-diffusion modelling. The methods covered include molecula

The next big area within the information and communication technology field is Artificial Intelligence (AI). The industry is moving to automate networks, cloud-based systems (e.g., Salesforce), databa

This textbook gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Ch

This friendly guide is the companion you need to convert pure mathematics into understanding and facility with a host of probabilistic tools. The book provides a high-level view of probability and its most powerful applications. It begins with the basic rules of probability and quickly progresses to some of the most sophisticated modern techniques in use, including Kalman filters, Monte Carlo techniques, machine learning methods, Bayesian inference and stochastic processes. It draws on thirty years of experience in applying probabilistic methods to problems in computational science and engineering, and numerous practical examples illustrate where these techniques are used in the real world. Topics of discussion range from carbon dating to Wasserstein GANs, one of the most recent developments in Deep Learning. The underlying mathematics is presented in full, but clarity takes priority over complete rigour, making this text a starting reference source for researchers and a readable overv

Extreme intelligence is strongly correlated with the highest of human achievement, but also, paradoxically, with higher relationship conflict, career difficulty, mental illness, and high-IQ crime. Inc

Human Intelligence is the most comprehensive, current, and readable textbook available today. Written by leading experts in the field, the text includes IQ-test-based, biological, cognitive, cultural, and systems-based perspectives. It also addresses genetic and environmental influences, extremes of intelligence, group differences, lifespan development, the relationship of intelligence and other psychological attributes, and educational interventions. Specific pedagogical features make the text ideal for teaching. Introductions briefly preview what is to come in each chapter. Key terms and concepts are bolded and defined in the text as they are introduced and also found in a glossary at the end of the book. Chapter summaries highlight major points of each chapter, and comprehension and reflection questions help students check their understanding of the material they have just read. Each chapter also includes a 'Focus on Contemporary Research' box that describes in vivid detail the chap

This expanded and revised version of the best-selling Universal Methods of Design is a comprehensive reference that provides a thorough and critical presentation of 125 research methods, synthesis/ana

Research Methods for Public Health offers an in-depth introduction to the theories, concepts, approaches and practices, relevant to research methods in a public health setting. Informed by a socio-eco

Methods of Research on Human Development and Families is an introduction to quantitative and qualitative research methods that teaches students how to be intelligent and critical consumers of research

Artificial intelligence has long been a mainstay of science fiction and increasingly it feels as if AI is entering our everyday lives, with technology like Apple s Siri now prominent, and self-driving

The United States has poured over a billion dollars into a network of interagency intelligence centers called "fusion centers." These centers were ostensibly set up to prevent terrorism, but politicia

Artificial Intelligence, Mixed Reality, and the Redefinition of the Classroom highlights new interpretations, understandings, and emerging technologies that radically remake traditional educational mo

A landmark volume that explores the interconnected nature of technologies and rhetorical practice Rhetorical Machines addresses new approaches to studying computational processes within the grow

Intractability is a growing concern across the cognitive sciences: while many models of cognition can describe and predict human behavior in the lab, it remains unclear how these models can scale to situations of real-world complexity. Cognition and Intractability is the first book to provide an accessible introduction to computational complexity analysis and its application to questions of intractability in cognitive science. Covering both classical and parameterized complexity analysis, it introduces the mathematical concepts and proof techniques that can be used to test one's intuition of (in)tractability. It also describes how these tools can be applied to cognitive modeling to deal with intractability, and its ramifications, in a systematic way. Aimed at students and researchers in philosophy, cognitive neuroscience, psychology, artificial intelligence, and linguistics who want to build a firm understanding of intractability and its implications in their modeling work, it is an id

This book focuses on the tensions that emerge in teaching the English language arts methods course within teacher education programs. It features chapters that grapple with the historical legacies of

This book represents the first comprehensive examination of templatic constructions - namely, linguistic structures involving unexpected linear stipulation - in both morphology and syntax from a typological perspective. It provides a state-of-the-art overview of the previous literature, develops a new typology for categorizing templatic constructions across grammatical domains, and examines their cross-linguistic variation by employing cutting-edge computational methods. It will be of interest to descriptive linguists seeking to gain a better sense of the diversity of the world's templatic constructions, theoretical linguists developing restrictive models of possible templates, and typologists interested in the attested range of patterns of linear stipulation and the application of new kinds of multivariate methods to cross-linguistic data. The new typological framework is illustrated in detail via a number of case studies involving languages of Africa, Europe, Asia, and the Americas,

This professional resource offers a second volume of original simulations, exercises, and games designed by academics and intelligence professionals from around the world. These interactive learning t

Methods and perspectives to model and measure productivity and efficiency have made a number of important advances in the last decade. Using the standard and innovative formulations of the theory and practice of efficiency and productivity measurement, Robin C. Sickles and Valentin Zelenyuk provide a comprehensive approach to productivity and efficiency analysis, covering its theoretical underpinnings and its empirical implementation, paying particular attention to the implications of neoclassical economic theory. A distinct feature of the book is that it presents a wide array of theoretical and empirical methods utilized by researchers and practitioners who study productivity issues. An accompanying website includes methods, programming codes that can be used with widely available software like MATLAB® and R, and test data for many of the productivity and efficiency estimators discussed in the book. It will be valuable to upper-level undergraduates, graduate students, and professional

The former Director of National Intelligence speaks out in this New York Times bestsellerWhen he stepped down in January 2017 as the fourth United States Director of National Intelligence, James Clapp

Examining the political foundations of American intelligence policy, this book develops a new theory of intelligence adaptation to explain the success or failure of major reform efforts since World War II. Durbin draws on careful case histories of the early Cold War, the Nixon and Ford administrations, the first decade after the Cold War, and the post-9/11 period, looking closely at the interactions among Congress, executive branch leaders, and intelligence officials. These cases demonstrate the significance of two factors in the success or failure of reform efforts: the level of foreign policy consensus in the system, and the ability of reformers to overcome the information advantages held by intelligence agencies. As these factors ebb and flow, windows of opportunity for reform open and close, and different actors and interests come to influence reform outcomes. Durbin concludes that the politics of US intelligence frequently inhibit effective adaptation, undermining America's securi

A BRILLIANT NEW ESPIONAGE THRILLER FOR FANS OF JOHN LE CARREThe intelligence service puts two years and over £100k into the training of new field officers. You're shown how to steal cars, strip weapon

This is the first-ever analytical study of Nazi Germany's political foreign intelligence service, Office VI of the Reichssicherheitshauptamt and its head, Walter Schellenberg. Katrin Paehler tells the story of Schellenberg's career in policing and intelligence, charts the development and activities of the service he eventually headed, and discusses his attempts to place it at the center of Nazi foreign intelligence and foreign policy. The book locates the service in its proper pedigree of the SS as well as in relation to its two main rivals - the Abwehr and the Auswärtige Amt. It also considers the role Nazi ideology played in the conceptualization and execution of foreign intelligence, revealing how this ideological prism fractured and distorted Office VI's view of the world. The book is based on contemporary and postwar documents - many recently declassified - from archives in the United States, Germany, and Russia.

Artificial Intelligence (AI) is the new electricity of our times. It is revolutionizing industries the world over, and is changing how we fundamentally view and understand work. Superhuman Innovation

John A. Gentry and Joseph S. Gordon update our understanding of strategic warning intelligence analysis for the twenty-first century. Strategic warning—the process of long-range analysis to alert seni