Decision Making Uncertainty Imperfection Deliberation And Scalability
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Decision Making Uncertainty Imperfection Deliberation And Scalability
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Author : Tatiana V. Guy
language : en
Publisher: Springer
Release Date : 2015-02-09
Decision Making Uncertainty Imperfection Deliberation And Scalability written by Tatiana V. Guy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-09 with Technology & Engineering categories.
This volume focuses on uncovering the fundamental forces underlying dynamic decision making among multiple interacting, imperfect and selfish decision makers. The chapters are written by leading experts from different disciplines, all considering the many sources of imperfection in decision making, and always with an eye to decreasing the myriad discrepancies between theory and real world human decision making. Topics addressed include uncertainty, deliberation cost and the complexity arising from the inherent large computational scale of decision making in these systems. In particular, analyses and experiments are presented which concern: • task allocation to maximize “the wisdom of the crowd”; • design of a society of “edutainment” robots who account for one anothers’ emotional states; • recognizing and counteracting seemingly non-rational human decision making; • coping with extreme scale when learning causality in networks; • efficiently incorporating expert knowledge in personalized medicine; • the effects of personality on risky decision making. The volume is a valuable source for researchers, graduate students and practitioners in machine learning, stochastic control, robotics, and economics, among other fields.
Decision Making
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Author : Tatiana Valentine Guy
language : en
Publisher:
Release Date : 2015
Decision Making written by Tatiana Valentine Guy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Artificial intelligence categories.
This volume focuses on uncovering the fundamental forces underlying dynamic decision making among multiple interacting, imperfect and selƠ̐lsh decision makers. The chapters are written by leading experts from different disciplines, all considering the many sources of imperfection in decision making, and always with an eye to decreasing the myriad discrepancies between theory and real world human decision making. Topics addressed include uncertainty, deliberation cost and the complexity arising from the inherent large computational scale of decision making in these systems. In particular, analyses and experiments are presented which concern: ĺØ task allocation to maximize ĺlthe wisdom of the crowdĺl; ĺØ design of a society of ĺledutainmentĺl robots who account for one anothersĺl emotional states; ĺØ recognizing and counteracting seemingly non-rational human decision making; ĺØ coping with extreme scale when learning causality in networks; ĺØ efƠ̐lciently incorporating expert knowledge in personalized medicine; ĺØ the effects of personality on risky decision making. The volume is a valuable source for researchers, graduate students and practitioners in machine learning, stochastic control, robotics, and economics, among other Ơ̐lelds.
Statistics And Causality
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Author : Wolfgang Wiedermann
language : en
Publisher: John Wiley & Sons
Release Date : 2016-06-07
Statistics And Causality written by Wolfgang Wiedermann and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-07 with Social Science categories.
b”STATISTICS AND CAUSALITYA one-of-a-kind guide to identifying and dealing with modern statistical developments in causality Written by a group of well-known experts, Statistics and Causality: Methods for Applied Empirical Research focuses on the most up-to-date developments in statistical methods in respect to causality. Illustrating the properties of statistical methods to theories of causality, the book features a summary of the latest developments in methods for statistical analysis of causality hypotheses. The book is divided into five accessible and independent parts. The first part introduces the foundations of causal structures and discusses issues associated with standard mechanistic and difference-making theories of causality. The second part features novel generalizations of methods designed to make statements concerning the direction of effects. The third part illustrates advances in Granger-causality testing and related issues. The fourth part focuses on counterfactual approaches and propensity score analysis. Finally, the fifth part presents designs for causal inference with an overview of the research designs commonly used in epidemiology. Statistics and Causality: Methods for Applied Empirical Research also includes: New statistical methodologies and approaches to causal analysis in the context of the continuing development of philosophical theories End-of-chapter bibliographies that provide references for further discussions and additional research topics Discussions on the use and applicability of software when appropriate Statistics and Causality: Methods for Applied Empirical Research is an ideal reference for practicing statisticians, applied mathematicians, psychologists, sociologists, logicians, medical professionals, epidemiologists, and educators who want to learn more about new methodologies in causal analysis. The book is also an excellent textbook for graduate-level courses in causality and qualitative logic.
Novel Approaches In Microbiome Analyses And Data Visualization
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Author : Jessica Galloway-Peña
language : en
Publisher: Frontiers Media SA
Release Date : 2019-02-06
Novel Approaches In Microbiome Analyses And Data Visualization written by Jessica Galloway-Peña and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-06 with categories.
High-throughput sequencing technologies are widely used to study microbial ecology across species and habitats in order to understand the impacts of microbial communities on host health, metabolism, and the environment. Due to the dynamic nature of microbial communities, longitudinal microbiome analyses play an essential role in these types of investigations. Key questions in microbiome studies aim at identifying specific microbial taxa, enterotypes, genes, or metabolites associated with specific outcomes, as well as potential factors that influence microbial communities. However, the characteristics of microbiome data, such as sparsity and skewedness, combined with the nature of data collection, reflected often as uneven sampling or missing data, make commonly employed statistical approaches to handle repeated measures in longitudinal studies inadequate. Therefore, many researchers have begun to investigate methods that could improve incorporating these features when studying clinical, host, metabolic, or environmental associations with longitudinal microbiome data. In addition to the inferential aspect, it is also becoming apparent that visualization of high dimensional data in a way which is both intelligible and comprehensive is another difficult challenge that microbiome researchers face. Visualization is crucial in both the analysis and understanding of metagenomic data. Researchers must create clear graphic representations that give biological insight without being overly complicated. Thus, this Research Topic seeks to both review and provide novels approaches that are being developed to integrate microbiome data and complex metadata into meaningful mathematical, statistical and computational models. We believe this topic is fundamental to understanding the importance of microbial communities and provides a useful reference for other investigators approaching the field.
Computational Linguistics And Intelligent Text Processing
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Author : Alexander Gelbukh
language : en
Publisher: Springer
Release Date : 2018-10-09
Computational Linguistics And Intelligent Text Processing written by Alexander Gelbukh and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-09 with Computers categories.
The two-volume set LNCS 10761 + 10762 constitutes revised selected papers from the CICLing 2017 conference which took place in Budapest, Hungary, in April 2017. The total of 90 papers presented in the two volumes was carefully reviewed and selected from numerous submissions. In addition, the proceedings contain 4 invited papers. The papers are organized in the following topical sections: Part I: general; morphology and text segmentation; syntax and parsing; word sense disambiguation; reference and coreference resolution; named entity recognition; semantics and text similarity; information extraction; speech recognition; applications to linguistics and the humanities. Part II: sentiment analysis; opinion mining; author profiling and authorship attribution; social network analysis; machine translation; text summarization; information retrieval and text classification; practical applications.
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Author : Ali Ahmed Al Nuaimi
language : ar
Publisher: Austin Macauley Publishers
Release Date : 2024-11-29
written by Ali Ahmed Al Nuaimi and has been published by Austin Macauley Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Self-Help categories.
في هذه المرحلة المثيرة مِن رحلتك، دعني أخبرك أنَّ الحيرة والتردُّد طبيعيَّان، لا تتعجَّل في اتِّخاذ القرار الكامل، امنح نفسك الوقت للاستكشاف والتجارب. استثمِر هذه الفترة لاكتشاف جوانبك الخفية والشغوفة، واسعَ لاكتشاف ما يثير شغفك ويجعل نبضك يتسارع. كُن واثقًا أنَّ الاهتمامات والأهداف يمكن أن تتغيَّر مع تطوُّرك، استكشِف مجالات مختلفة واستفِد مِن تجاربها، ستُفَاجَأ بأنَّك قد تتَّجه نحو طريق مختلف بناءً على اكتشافاتك. استمِرّ في الحوار مع أقربائك وأصدقائك، فقد يفتحون أمامك أبوابًا جديدة مِن النظرة. تذكَّر أنَّ اختيار تخصُّصك ليس فقط بابًا للمعرفة والمهارات، بل هو جسرٌ لتحقيق أحلامك. سواء اخترتَ بداية محدَّدة أم تجوَّلتَ بين الخيارات، فالعمل الجادُّ والشَّغف في المجال الذي تنتمي إليه هما مفتاح الريادة والإبداع. توجَّه نحو ما ينبض بروحك وتطلُّعاتك، واعلم أنَّ تحقيق النجاح مرهون بعزيمتك وإصرارك.
Technical Computing Prague 2013
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Author : Petr Byron
language : cs
Publisher: HUMUSOFT s.r.o.
Release Date :
Technical Computing Prague 2013 written by Petr Byron and has been published by HUMUSOFT s.r.o. this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Konferenci Technical Computing Prague 2013 navštívilo 91 účastníků, bylo předneseno 28 referátů, prezentováno 18 poster panelu a další příspěvky byly prezentovány ve sborníku. Celkem bylo publikováno 58 příspěvků. Sborník je k dispozici v elektronické podobě.
Risk Governance
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Author : Ortwin Renn
language : en
Publisher: Taylor & Francis
Release Date : 2017-12-04
Risk Governance written by Ortwin Renn and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-04 with Business & Economics categories.
Risk Governance is a tour de force. Every risk manager, every risk analyst, every risk researcher must read this book - it is the demarcation point for all further advances in risk policy and risk research. Renn provides authoritative guidance on how to manage risks based on a definitive synthesis of the research literature. The skill with which he builds practical recommendations from solid science is unprecedented. Thomas Dietz, Director, Environmental Science and Policy Program, Michigan State University, USA A masterpiece of new knowledge and wisdom with illustrative examples of tested applications to realworld cases. The book is recommendable also to interested students in different disciplines as a timely textbook on 'risk beyond risk'. Norio Okada, Full Professor and Director at the Disaster Prevention Research Institute (DPRI), Kyoto University, Japan There are classic environmental works such as The Tragedy of the Commons by Hardin, Risk Society by Beck, The Theory of Communicative Action by Habermas, and the seminal volumes by Ostrom on governing the commons. Renns book fits right into this series of important milestones of environmental studies. Jochen Jaeger, Professor at Concordia University, Montreal, Canada Risk Governance provides a valuable survey of the whole field of risk and demonstrates how scientific, economic, political and civil society actors can participate in inclusive risk governance. Jobst Conrad, Senior Scientist, Social Science Research Center Berlin, Germany Renn offers a remarkably fair-minded and systematic approach to bringing together the diverse fields that have something to say about 'risk'. Risk Governance moves us along the path from the noisy, formative stage of thinking about risk to one with a stronger empirical, theoretical, and analytical foundation. Baruch Fischhoff, PhD, Howard Heinz University Professor, Carnegie Mellon University, Pittsburgh, USA 'I cannot describe how impressed I am at the breadth and coherence of Renn's career's work! Written with remarkable clarity and minimal technical jargon... [this] should be required reading in risk courses!' John Graham, former director of the Harvard Risk Center and former deputy director of the Office of Budget and Management of the Unites States Administration This book, for the first time, brings together and updates the groundbreaking work of renowned risk theorist and researcher Ortwin Renn, integrating the major disciplinary concepts of risk in the social, engineering and natural sciences. The book opens with the context of risk handling before flowing through the core topics of assessment, evaluation, perception, management and communication, culminating in a look at the transition from risk management to risk governance and a glimpse at a new understanding of risk in (post)modern societies.
The 3rd International Workshop On Scalable Decision Making Uncertainty Imperfection Deliberation
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Author : Tatiana Valentine Guy
language : en
Publisher:
Release Date : 2013
The 3rd International Workshop On Scalable Decision Making Uncertainty Imperfection Deliberation written by Tatiana Valentine Guy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Practical Aspects Of Knowledge Management
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Author : Dimitris Karagiannis
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-12-01
Practical Aspects Of Knowledge Management written by Dimitris Karagiannis 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 2004-12-01 with Computers categories.
This book contains the papers presented at the 5th International Conference on Pr- tical Aspects of Knowledge Management organized by the Department of Knowledge Management, Institute of Computer Science and Business Informatics, University of Vienna. The event took place on December 02–03, 2004 in Vienna. The PAKM conference series offers a communication forum and meeting ground for practitioners and researchers engaged in developing and deploying advanced bu- ness solutions for the management of knowledge and intellectual capital. Contributions pursuing integrated approaches which consider organizational, technological and c- tural issues of knowledge management have been elected for presentation. PAKM is a forum for people to share their views, to exchange ideas, to develop new insights, and to envision completely new kinds of solutions for knowledge management problems. The accepted papers are of high quality and are not too specialized so that the main issues can be understood by someone outside the respective ?eld. This is crucial for an interdisciplinary exchange of ideas. Like its predecessors, PAKM 2004 featured two invited talks. It is a real joy seeing the visibility of the conferenceincrease and noting that kno- edge management researchers and practitioners from all over the world submitted - pers. This year, 163 papers and case studies were submitted, from which 48 were - cepted.