Causal Change Detection In Possibly Integrated Systems

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Financial, Macro and Micro Econometrics Using R

Author :
Publisher : Elsevier
ISBN 13 : 0128202513
Total Pages : 352 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Financial, Macro and Micro Econometrics Using R by :

Download or read book Financial, Macro and Micro Econometrics Using R written by and published by Elsevier. This book was released on 2020-01-25 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial, Macro and Micro Econometrics Using R, Volume 42, provides state-of-the-art information on important topics in econometrics, including multivariate GARCH, stochastic frontiers, fractional responses, specification testing and model selection, exogeneity testing, causal analysis and forecasting, GMM models, asset bubbles and crises, corporate investments, classification, forecasting, nonstandard problems, cointegration, financial market jumps and co-jumps, among other topics. - Presents chapters authored by distinguished, honored researchers who have received awards from the Journal of Econometrics or the Econometric Society - Includes descriptions and links to resources and free open source R - Gives readers what they need to jumpstart their understanding on the state-of-the-art

Causality in Time Series: Challenges in Machine Learning

Author : Florin Popescu
Publisher :
ISBN 13 : 9780971977754
Total Pages : 152 pages
Book Rating : 4.9/5 (777 download)

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Book Synopsis Causality in Time Series: Challenges in Machine Learning by : Florin Popescu

Download or read book Causality in Time Series: Challenges in Machine Learning written by Florin Popescu and published by . This book was released on 2013-06 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume in the Challenges in Machine Learning series gathers papers from the Mini Symposium on Causality in Time Series, which was part of the Neural Information Processing Systems (NIPS) confernce in 2009 in Vancouver, Canada. These papers present state-of-the-art research in time-series causality to the machine learning community, unifying methodological interests in the various communities that require such inference.

ECAI 2000

Author : Werner Horn
Publisher :
ISBN 13 : 9784274903885
Total Pages : 796 pages
Book Rating : 4.9/5 (38 download)

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Book Synopsis ECAI 2000 by : Werner Horn

Download or read book ECAI 2000 written by Werner Horn and published by . This book was released on 2000 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Elements of Causal Inference

Author : Jonas Peters
Publisher : MIT Press
ISBN 13 : 0262037319
Total Pages : 289 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Elements of Causal Inference by : Jonas Peters

Download or read book Elements of Causal Inference written by Jonas Peters and published by MIT Press. This book was released on 2017-11-29 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.

The Proceedings of the 2024 Conference on Systems Engineering Research

Author : Alejandro Salado
Publisher : Springer Nature
ISBN 13 : 3031625544
Total Pages : 609 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis The Proceedings of the 2024 Conference on Systems Engineering Research by : Alejandro Salado

Download or read book The Proceedings of the 2024 Conference on Systems Engineering Research written by Alejandro Salado and published by Springer Nature. This book was released on with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Enterprise Process Management Systems

Author : Vivek Kale
Publisher : CRC Press
ISBN 13 : 0429842333
Total Pages : 406 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Enterprise Process Management Systems by : Vivek Kale

Download or read book Enterprise Process Management Systems written by Vivek Kale and published by CRC Press. This book was released on 2018-10-10 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enterprise Process Management Systems: Engineering Process-Centric Enterprise Systems using BPMN 2.0 proposes a process-centric paradigm to replace the traditional data-centric paradigm for Enterprise Systems (ES)--ES should be reengineered from the present data-centric enterprise architecture to process-centric process architecture to be called as Enterprise Process Management Systems (EPMS). The real significance of business processes can be understood in the context of current heightened priority on digital transformation or digitalization of enterprises. Conceiving the roadmap to realize a digitalized enterprise via the business model innovation becomes amenable only from the process-centric view of the enterprise. This pragmatic book: Introduces Enterprise Process Management Systems (EPMS) solutions that enable an agile enterprise. Describes distributed systems and Service Oriented Architecture (SOA) that paved the road to EPMS. Leverages SOA to explain the cloud-based realization of business processes in terms of Web Services. Describes how BPMN 2.0 addresses the requirements for agility by ensuring a seamless methodological path from process requirements modeling to execution and back (to enable process improvements). Presents the spreadsheet-driven Spreadsheeter Application Development (SAD) methodology for the design and development of process-centric application systems. Describes process improvement programs ranging right from disruptive programs like BPR to continuous improvement programs like lean, six sigma and TOC. Enterprise Process Management Systems: Engineering Process-Centric Enterprise Systems using BPMN 2.0 describes how BPMN 2.0 can not only capture business requirements but it can also provide the backbone of the actual solution implementation. Thus, the same diagram prepared by the business analyst to describe the business’s desired To-Be process can also be used to automate the execution of that process on a modern process engine.

Detection of Abrupt Changes

Author : Michèle Basseville
Publisher :
ISBN 13 :
Total Pages : 568 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Detection of Abrupt Changes by : Michèle Basseville

Download or read book Detection of Abrupt Changes written by Michèle Basseville and published by . This book was released on 1993 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents mathematical tools and techniques for solving change detection problems in wide domains like signal processing, controlled systems and monitoring. The book covers a wide class of stochastic processes, including scalar independent observations and multidimensional dependent ARMA.

Intelligent Technologies for Information Analysis

Author : Ning Zhong
Publisher : Springer Science & Business Media
ISBN 13 : 3662079526
Total Pages : 724 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Intelligent Technologies for Information Analysis by : Ning Zhong

Download or read book Intelligent Technologies for Information Analysis written by Ning Zhong and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Information Technology (iiT) encompasses the theories and ap plications of artificial intelligence, statistical pattern recognition, learning theory, data warehousing, data mining and knowledge discovery, Grid com puting, and autonomous agents and multi-agent systems in the context of today's as well as future IT, such as Electronic Commerce (EC), Business Intelligence (BI), Social Intelligence (SI), Web Intelligence (WI), Knowledge Grid (KG), and Knowledge Community (KC), among others. The multi-author monograph presents the current state of the research and development in intelligent technologies for information analysis, in par ticular, advances in agents, data mining, and learning theory, from both the oretical and application aspects. It investigates the future of information technology (IT) from a new intelligent IT (iiT) perspective, and highlights major iiT-related topics by structuring an introductory chapter and 22 sur vey/research chapters into 5 parts: (1) emerging data mining technology, (2) data mining for Web intelligence, (3) emerging agent technology, ( 4) emerging soft computing technology, and (5) statistical learning theory. Each chapter includes the original work of the author(s) as well as a comprehensive survey related to the chapter's topic. This book will become a valuable source of reference for R&D profession als active in advanced intelligent information technologies. Students as well as IT professionals and ambitious practitioners concerned with advanced in telligent information technologies will appreciate the book as a useful text enhanced by numerous illustrations and examples.

Unifying Causality and Psychology

Author : Gerald Young
Publisher : Springer
ISBN 13 : 3319240943
Total Pages : 962 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Unifying Causality and Psychology by : Gerald Young

Download or read book Unifying Causality and Psychology written by Gerald Young and published by Springer. This book was released on 2016-05-17 with total page 962 pages. Available in PDF, EPUB and Kindle. Book excerpt: This magistral treatise approaches the integration of psychology through the study of the multiple causes of normal and dysfunctional behavior. Causality is the focal point reviewed across disciplines. Using diverse models, the book approaches unifying psychology as an ongoing project that integrates genetics, experience, evolution, brain, development, change mechanisms, and so on. The book includes in its integration free will, epitomized as freedom in being. It pinpoints the role of the self in causality and the freedom we have in determining our own behavior. The book deals with disturbed behavior, as well, and tackles the DSM-5 approach to mental disorder and the etiology of psychopathology. Young examines all these topics with a critical eye, and gives many innovative ideas and models that will stimulate thinking on the topic of psychology and causality for decades to come. It is truly integrative and original. Among the topics covered: Models and systems of causality of behavior. Nature and nurture: evolution and complexities. Early adversity, fetal programming, and getting under the skin. Free will in psychotherapy: helping people believe. Causality in psychological injury and law: basics and critics. A Neo-Piagetian/Neo-Eriksonian 25-step (sub)stage model. Unifying Causality and Psychology appeals to the disciplines of psychology, psychiatry, epidemiology, philosophy, neuroscience, genetics, law, the social sciences and humanistic fields, in general, and other mental health fields. Its level of writing makes it appropriate for graduate courses, as well as researchers and practitioners.

Handbook of Time Series Analysis

Author : Björn Schelter
Publisher : John Wiley & Sons
ISBN 13 : 3527609512
Total Pages : 514 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Handbook of Time Series Analysis by : Björn Schelter

Download or read book Handbook of Time Series Analysis written by Björn Schelter and published by John Wiley & Sons. This book was released on 2006-12-13 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides an up-to-date survey of current research topics and applications of time series analysis methods written by leading experts in their fields. It covers recent developments in univariate as well as bivariate and multivariate time series analysis techniques ranging from physics' to life sciences' applications. Each chapter comprises both methodological aspects and applications to real world complex systems, such as the human brain or Earth's climate. Covering an exceptionally broad spectrum of topics, beginners, experts and practitioners who seek to understand the latest developments will profit from this handbook.

Causal Learning

Author :
Publisher : Academic Press
ISBN 13 : 008086385X
Total Pages : 457 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Causal Learning by :

Download or read book Causal Learning written by and published by Academic Press. This book was released on 1996-09-26 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Psychology of Learning and Motivation publishes empirical and theoretical contributions in cognitive and experimental psychology, ranging from classical and instrumental conditions to complex learning and problem solving. This guest-edited special volume is devoted to current research and discussion on associative versus cognitive accounts of learning. Written by major investigators in the field, topics include all aspects of causal learning in an open forum in which different approaches are brought together. - Up-to-date review of the literature - Discusses recent controversies - Presents major advances in understanding causal learning - Synthesizes contrasting approaches - Includes important empirical contributions - Written by leading researchers in the field

Adaptive Filtering and Change Detection

Author : Fredrik Gustafsson
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 520 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Adaptive Filtering and Change Detection by : Fredrik Gustafsson

Download or read book Adaptive Filtering and Change Detection written by Fredrik Gustafsson and published by John Wiley & Sons. This book was released on 2000-10-03 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive filtering is a branch of digital signal processing which enables the selective enhancement of desired elements of a signal and the reduction of undesired elements. Change detection is another kind of adaptive filtering for non-stationary signals, and is the basic tool in fault detection and diagnosis. This text takes the unique approach that change detection is a natural extension of adaptive filtering, and the broad coverage encompasses both the mathematical tools needed for adaptive filtering and change detection and the applications of the technology. Real engineering applications covered include aircraft, automotive, communication systems, signal processing and automatic control problems. The unique integration of both theory and practical applications makes this book a valuable resource combining information otherwise only available in separate sources Comprehensive coverage includes many examples and case studies to illustrate the ideas and show what can be achieved Uniquely integrates applications to airborne, automotive and communications systems with the essential mathematical tools Accompanying Matlab toolbox available on the web illustrating the main ideas and enabling the reader to do simulations using all the figures and numerical examples featured This text would prove to be an essential reference for postgraduates and researchers studying digital signal processing as well as practising digital signal processing engineers.

Positive Systems

Author : Rafael Bru
Publisher : Springer
ISBN 13 : 3642028942
Total Pages : 385 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Positive Systems by : Rafael Bru

Download or read book Positive Systems written by Rafael Bru and published by Springer. This book was released on 2009-09-30 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the "Third Multidisciplinary Symposium on Positive Systems: Theory and Applications (POSTA09)" held in Valencia, Spain, September 2–4, 2009. This is the only world congress whose main topic is focused on this field.

Remote Sensing for Transportation

Author : National Research Council (U.S.). Committee for Conferences on Remote Sensing and Spatial Information Technologies for Transportation
Publisher : Transportation Research Board
ISBN 13 : 0309085519
Total Pages : 98 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Remote Sensing for Transportation by : National Research Council (U.S.). Committee for Conferences on Remote Sensing and Spatial Information Technologies for Transportation

Download or read book Remote Sensing for Transportation written by National Research Council (U.S.). Committee for Conferences on Remote Sensing and Spatial Information Technologies for Transportation and published by Transportation Research Board. This book was released on 2003 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings summarize the highlights from the Conference on Remote Sensing for Transportation--Products and Results: Foundations for the Future. This was the second in a series of three conferences on the subject of remote sensing in transportation. The objectives of this conference were: (1) Enhancing communication between the transportation and remote sensing communities; (2) Developing a common understanding of current successful applications of remote sensing to transportation; and (3) Crafting strategies for implementation of remote sensing in transportation. More than 150 people attended the conference, with representation from state departments of transportation, metropolitan planning organizations, local government, the U.S. Department of Transportation, other federal agencies, universities, the private sector, and other organizations. The proceedings consist of a Foreward and Introduction to the Proceedings, comments on the structure of the 2001 conference and proceedings, summaries of the 7 sessions, and the following appendices: (A) Summary of Roundtable for States and Metropolitan Planning Organizations; (B) Conference Workshop Information; (C) Listing of Technology Buffet Displays; (D) Abbreviations and Acronyms; and (E) Conference Participants.

Integrated Systems Engineering

Author : G. Johannsen
Publisher : Elsevier
ISBN 13 : 1483296911
Total Pages : 451 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Integrated Systems Engineering by : G. Johannsen

Download or read book Integrated Systems Engineering written by G. Johannsen and published by Elsevier. This book was released on 2014-05-23 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: A key solution for present and future technological problems is an integration systems approach. The challenging cross-discipline of integrated systems engineering is, perhaps, more easily accepted and implemented in the organizational structures of industries than in academia. The opportunity for both sides, leading researchers and industrial practitioners, in this field to exchange ideas, concepts and solutions has been provided at the IFAC symposia on integrated systems engineering. This postprint volume contains all those papers which were presented at the symposia, including the three plenary papers and the papers of the case study session as well as the summaries of the three discussion sessions.

The Economics of Artificial Intelligence

Author : Ajay Agrawal
Publisher : University of Chicago Press
ISBN 13 : 0226833127
Total Pages : 172 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis The Economics of Artificial Intelligence by : Ajay Agrawal

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2024-03-05 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

Climate Change 2001: Mitigation

Author : Bert Metz
Publisher : Cambridge University Press
ISBN 13 : 9780521807692
Total Pages : 1046 pages
Book Rating : 4.8/5 (76 download)

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Book Synopsis Climate Change 2001: Mitigation by : Bert Metz

Download or read book Climate Change 2001: Mitigation written by Bert Metz and published by Cambridge University Press. This book was released on 2001-07-12 with total page 1046 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some issues addressed in this Working Group III volume are mitigation of greenhouse gas emissions, managing biological carbon reservoirs, geo-engineering, costing methods, and decision-making frameworks.