Intelligent Analysis
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Structured Analytic Techniques For Intelligence Analysis
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Author : Richards J. Heuer Jr.
language : en
Publisher: CQ Press
Release Date : 2014-05-28
Structured Analytic Techniques For Intelligence Analysis written by Richards J. Heuer Jr. and has been published by CQ Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-28 with Political Science categories.
In this Second Edition of Structured Analytic Techniques for Intelligence Analysis, authors Richards J. Heuer Jr. and Randolph H. Pherson showcase fifty-five structured analytic techniques—five new to this edition—that represent the most current best practices in intelligence, law enforcement, homeland security, and business analysis.
Intelligent Analysis
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Author : Jay Grusin
language : en
Publisher:
Release Date : 2021-06
Intelligent Analysis written by Jay Grusin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06 with categories.
Making good decisions involving high stakes and uncertainty requires a significantly different mindset from an organization's default decision-making process, which is typically dictated by culture, hierarchy, personalities, data, and haste. The methods described in this book, honed over decades by the US Intelligence Services, emphasize discipline, objectivity, diversity, reason, and transparency. Most importantly, they don't interfere with the way your organization makes its high-stakes decisions. Instead, they add a protective layer of analytics that either validates a good decision, or exposes the flaws which could lead to catastrophic consequences. Regardless of your organization's risk tolerance, these methods will show you where a high-stakes decision you have to make lies on the uncertainty spectrum and what, if any, actions you can take to nudge the needle to the left.
Structured Analytic Techniques For Intelligence Analysis
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Author : Randolph H. Pherson
language : en
Publisher: CQ Press
Release Date : 2019-12-05
Structured Analytic Techniques For Intelligence Analysis written by Randolph H. Pherson and has been published by CQ Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-05 with Political Science categories.
The Third Edition of Structured Analytic Techniques for Intelligence Analysis by Randolph H. Pherson and Richards J. Heuer Jr showcases sixty-six structured analytic techniques—nine new to this edition—that represent the most current best practices in intelligence, law enforcement, homeland security, and business analysis. With more depth, detail, and utility than existing handbooks, each technique is clearly and systematically explained. Logically organized and richly illustrated, and with spiral binding and tabs that separate techniques into categories, this book is an easy-to-use, comprehensive reference.
Intelligent Audio Analysis
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Author : Björn W. Schuller
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-07-08
Intelligent Audio Analysis written by Björn W. Schuller and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-08 with Technology & Engineering categories.
This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.
Intelligent Data Analysis
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Author : Michael R. Berthold
language : en
Publisher: Springer
Release Date : 2007-06-07
Intelligent Data Analysis written by Michael R. Berthold and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-07 with Computers categories.
This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.
Scientific Methods Of Inquiry For Intelligence Analysis
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Author : Hank Prunckun
language : en
Publisher: Rowman & Littlefield
Release Date : 2014-09-08
Scientific Methods Of Inquiry For Intelligence Analysis written by Hank Prunckun and has been published by Rowman & Littlefield this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-08 with Political Science categories.
Since 9/11, the needs of intelligence agencies as well as the missions they conduct have increased in number, size, and complexity. As such, government and private security agencies are recruiting staff to analyze the vast amount of data collected in these missions. This textbook offers a way of gaining the analytic skills essential to undertake intelligence work. It acquaints students and analysts with how intelligence fits into the larger research framework. It covers not only the essentials of applied research, but also the function, structure, and operational methods specifically involved in intelligence work. It looks at how analysts work with classified information in a security conscious environment as well as obtain data via covert methods. Students are left with little doubt about what intelligence is and how it is developed using scientific methods of inquiry. This revised edition of the popular text has been expanded and updated significantly.
Psychology Of Intelligence Analysis
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Author : Richards J Heuer
language : en
Publisher: Pickle Partners Publishing
Release Date : 2020-03-05
Psychology Of Intelligence Analysis written by Richards J Heuer and has been published by Pickle Partners Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-05 with History categories.
In this seminal work, published by the C.I.A. itself, produced by Intelligence veteran Richards Heuer discusses three pivotal points. First, human minds are ill-equipped ("poorly wired") to cope effectively with both inherent and induced uncertainty. Second, increased knowledge of our inherent biases tends to be of little assistance to the analyst. And lastly, tools and techniques that apply higher levels of critical thinking can substantially improve analysis on complex problems.
Psychology Of Intelligence Analysis
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Author : Richards J. Heuer
language : en
Publisher:
Release Date : 1999
Psychology Of Intelligence Analysis written by Richards J. Heuer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Human information processing categories.
Guide To Intelligent Data Analysis
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Author : Michael R. Berthold
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-06-23
Guide To Intelligent Data Analysis written by Michael R. Berthold and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-23 with Computers categories.
Each passing year bears witness to the development of ever more powerful computers, increasingly fast and cheap storage media, and even higher bandwidth data connections. This makes it easy to believe that we can now – at least in principle – solve any problem we are faced with so long as we only have enough data. Yet this is not the case. Although large databases allow us to retrieve many different single pieces of information and to compute simple aggregations, general patterns and regularities often go undetected. Furthermore, it is exactly these patterns, regularities and trends that are often most valuable. To avoid the danger of “drowning in information, but starving for knowledge” the branch of research known as data analysis has emerged, and a considerable number of methods and software tools have been developed. However, it is not these tools alone but the intelligent application of human intuition in combination with computational power, of sound background knowledge with computer-aided modeling, and of critical reflection with convenient automatic model construction, that results in successful intelligent data analysis projects. Guide to Intelligent Data Analysis provides a hands-on instructional approach to many basic data analysis techniques, and explains how these are used to solve data analysis problems. Topics and features: guides the reader through the process of data analysis, following the interdependent steps of project understanding, data understanding, data preparation, modeling, and deployment and monitoring; equips the reader with the necessary information in order to obtain hands-on experience of the topics under discussion; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; includes numerous examples using R and KNIME, together with appendices introducing the open source software; integrates illustrations and case-study-style examples to support pedagogical exposition. This practical and systematic textbook/reference for graduate and advanced undergraduate students is also essential reading for all professionals who face data analysis problems. Moreover, it is a book to be used following one’s exploration of it. Dr. Michael R. Berthold is Nycomed-Professor of Bioinformatics and Information Mining at the University of Konstanz, Germany. Dr. Christian Borgelt is Principal Researcher at the Intelligent Data Analysis and Graphical Models Research Unit of the European Centre for Soft Computing, Spain. Dr. Frank Höppner is Professor of Information Systems at Ostfalia University of Applied Sciences, Germany. Dr. Frank Klawonn is a Professor in the Department of Computer Science and Head of the Data Analysis and Pattern Recognition Laboratory at Ostfalia University of Applied Sciences, Germany. He is also Head of the Bioinformatics and Statistics group at the Helmholtz Centre for Infection Research, Braunschweig, Germany.
Computational Intelligence In Intelligent Data Analysis
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Author : Christian Moewes
language : en
Publisher: Springer
Release Date : 2012-08-23
Computational Intelligence In Intelligent Data Analysis written by Christian Moewes and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-23 with Technology & Engineering categories.
Complex systems and their phenomena are ubiquitous as they can be found in biology, finance, the humanities, management sciences, medicine, physics and similar fields. For many problems in these fields, there are no conventional ways to mathematically or analytically solve them completely at low cost. On the other hand, nature already solved many optimization problems efficiently. Computational intelligence attempts to mimic nature-inspired problem-solving strategies and methods. These strategies can be used to study, model and analyze complex systems such that it becomes feasible to handle them. Key areas of computational intelligence are artificial neural networks, evolutionary computation and fuzzy systems. As only a few researchers in that field, Rudolf Kruse has contributed in many important ways to the understanding, modeling and application of computational intelligence methods. On occasion of his 60th birthday, a collection of original papers of leading researchers in the field of computational intelligence has been collected in this volume.