Emerging Methods In Predictive Analytics Risk Management And Decision Making

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Emerging Methods in Predictive Analytics: Risk Management and Decision-Making Risk Management and Decision-Making

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Author by : Hsu, William H.
Languange Used : English, France, Spanish, Italia and chinese
Page : 425
Isbn : 1466650648
Identifier : 9781466650640
Release : 2014-01-31
Publisher by : IGI Global
Category : Business & Economics
Total Download : 2652064
Total Read : 1363721
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Description : Read Now Emerging Methods In Predictive Analytics Risk Management And Decision Making by Hsu, William H. and you can download with pub, pdf, txt, doc, and more file format with free account. decision making tools are essential for the successful outcome of any organization. recent advances in predictive analytics have aided in identifying particular points of leverage where critical decisions can be made. emerging methods in predictive analytics: risk management and decision making provides an interdisciplinary approach to predictive analytics; bringing together the fields of business, statistics, and information technology for effective decision making. managers, business professionals, and decision makers in diverse fields will find the applications and cases presented in this text essential in providing new avenues for risk assessment, management, and predicting the future outcomes of their decisions.

Data Analytics in Digital Humanities

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Author by : Shalin Hai-Jew
Languange Used : English, France, Spanish, Italia and chinese
Page : 295
Isbn : 3319544993
Identifier : 9783319544991
Release : 2017-05-03
Publisher by : Springer
Category : Computers
Total Download : 8943809
Total Read : 1438597
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Description : Read Now Data Analytics In Digital Humanities by Shalin Hai-Jew and you can download with pub, pdf, txt, doc, and more file format with free account. this book covers computationally innovative methods and technologies including data collection and elicitation, data processing, data analysis, data visualizations, and data presentation. it explores how digital humanists have harnessed the hypersociality and social technologies, benefited from the open-source sharing not only of data but of code, and made technological capabilities a critical part of humanities work. chapters are written by researchers from around the world, bringing perspectives from diverse fields and subject areas. the respective authors describe their work, their research, and their learning. topics include semantic web for cultural heritage valorization, machine learning for parody detection by classification, psychological text analysis, crowdsourcing imagery coding in natural disasters, and creating inheritable digital codebooks.designed for researchers and academics, this book is suitable for those interested in methodologies and analytics that can be applied in literature, history, philosophy, linguistics, and related disciplines. professionals such as librarians, archivists, and historians will also find the content informative and instructive.

Handbook of Research on Cloud Infrastructures for Big Data Analytics

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Author by : Raj, Pethuru
Languange Used : English, France, Spanish, Italia and chinese
Page : 570
Isbn : 1466658657
Identifier : 9781466658653
Release : 2014-03-31
Publisher by : IGI Global
Category : Computers
Total Download : 6801746
Total Read : 7221963
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Description : Read Now Handbook Of Research On Cloud Infrastructures For Big Data Analytics by Raj, Pethuru and you can download with pub, pdf, txt, doc, and more file format with free account. clouds are being positioned as the next-generation consolidated, centralized, yet federated it infrastructure for hosting all kinds of it platforms and for deploying, maintaining, and managing a wider variety of personal, as well as professional applications and services. handbook of research on cloud infrastructures for big data analytics focuses exclusively on the topic of cloud-sponsored big data analytics for creating flexible and futuristic organizations. this book helps researchers and practitioners, as well as business entrepreneurs, to make informed decisions and consider appropriate action to simplify and streamline the arduous journey towards smarter enterprises.

Data Mining and Analysis in the Engineering Field

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Author by : Bhatnagar, Vishal
Languange Used : English, France, Spanish, Italia and chinese
Page : 405
Isbn : 1466660872
Identifier : 9781466660878
Release : 2014-05-31
Publisher by : IGI Global
Category : Computers
Total Download : 2730693
Total Read : 6529249
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Description : Read Now Data Mining And Analysis In The Engineering Field by Bhatnagar, Vishal and you can download with pub, pdf, txt, doc, and more file format with free account. particularly in the fields of software engineering, virtual reality, and computer science, data mining techniques play a critical role in the success of a variety of projects and endeavors. understanding the available tools and emerging trends in this field is an important consideration for any organization. data mining and analysis in the engineering field explores current research in data mining, including the important trends and patterns and their impact in fields such as software engineering. with a focus on modern techniques as well as past experiences, this vital reference work will be of greatest use to engineers, researchers, and practitioners in scientific-, engineering-, and business-related fields.

Mobile Technologies for Activity-Travel Data Collection and Analysis

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Author by : Rasouli, Soora
Languange Used : English, France, Spanish, Italia and chinese
Page : 325
Isbn : 1466661712
Identifier : 9781466661714
Release : 2014-06-30
Publisher by : IGI Global
Category : Computers
Total Download : 8502578
Total Read : 7907171
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Description : Read Now Mobile Technologies For Activity Travel Data Collection And Analysis by Rasouli, Soora and you can download with pub, pdf, txt, doc, and more file format with free account. "this book concentrates on one particular and fast-growing application of mobile technologies: data acquisition for the tourism industry, providing travel agents, visitors, and hosts with the most advanced data mining methods, empirical research findings, and computational analysis techniques necessary to compete effectively in the global tourism industry"--provided by publisher.

Risk Assessment and Decision Analysis with Bayesian Networks

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Author by : Norman Fenton, Martin Neil
Languange Used : English, France, Spanish, Italia and chinese
Page : 524
Isbn : 1439809119
Identifier : 9781439809112
Release : 2012-11-07
Publisher by : CRC Press
Category : Business & Economics
Total Download : 8270512
Total Read : 8131272
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Description : Read Now Risk Assessment And Decision Analysis With Bayesian Networks by Norman Fenton, Martin Neil and you can download with pub, pdf, txt, doc, and more file format with free account. although many bayesian network (bn) applications are now in everyday use, bns have not yet achieved mainstream penetration. focusing on practical real-world problem solving and model building, as opposed to algorithms and theory, risk assessment and decision analysis with bayesian networks explains how to incorporate knowledge with data to develop and use (bayesian) causal models of risk that provide powerful insights and better decision making. provides all tools necessary to build and run realistic bayesian network models supplies extensive example models based on real risk assessment problems in a wide range of application domains provided; for example, finance, safety, systems reliability, law, and more introduces all necessary mathematics, probability, and statistics as needed the book first establishes the basics of probability, risk, and building and using bn models, then goes into the detailed applications. the underlying bn algorithms appear in appendices rather than the main text since there is no need to understand them to build and use bn models. keeping the body of the text free of intimidating mathematics, the book provides pragmatic advice about model building to ensure models are built efficiently. a dedicated website, www.bayesianrisk.com, contains executable versions of all of the models described, exercises and worked solutions for all chapters, powerpoint slides, numerous other resources, and a free downloadable copy of the agenarisk software.

Advanced Methods for Decision Making and Risk Management in Sustainability Science

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Author by : Jürgen Kropp, Jürgen Scheffran
Languange Used : English, France, Spanish, Italia and chinese
Page : 288
Isbn : 9781600214271
Identifier : 1600214274
Release : 2007
Publisher by : Nova Publishers
Category : Business & Economics
Total Download : 6010207
Total Read : 7189533
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Description : Read Now Advanced Methods For Decision Making And Risk Management In Sustainability Science by Jürgen Kropp, Jürgen Scheffran and you can download with pub, pdf, txt, doc, and more file format with free account. understanding sustainability is vital to resolving and managing many of today's problems, on a global as well as local scale. sustainability science is an emerging field of research that comprises concepts and methodologies from different disciplines in a problem-oriented manner. research efforts are often concentrated in a variety of sectoral domains. the heterogeneity of scientific tasks involved here and the complexity of environmental and social systems call for specific research strategies which are generally a compromise between high-precision analysis and educated guesswork. for understanding of global change, which embraces a variety of processes on several scales, information needs to be refined and compressed rather than amplified. this book aims at presenting advanced methods and techniques to make them available to a wider scientific community involved in global change and sustainability research. the contributions describe novel schemes to study the relationship between the socio-economic and the natural sphere and/or the social dimensions of climate and global change. the methodological approaches can be useful in the design and management of environmental systems, for policy development, environmental risk reduction, and prevention/mitigation strategies. in this context, a variety of environmental and sustainability aspects can be addressed, e.g. changes in the natural environment and land use, environmental impacts on human health, economics and technology, institutional interactions, human activities and behaviour.

Decision Management: Concepts, Methodologies, Tools, and Applications Concepts, Methodologies, Tools, and Applications

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Author by : Management Association, Information Resources
Languange Used : English, France, Spanish, Italia and chinese
Page : 2314
Isbn : 152251838X
Identifier : 9781522518389
Release : 2017-01-30
Publisher by : IGI Global
Category : Business & Economics
Total Download : 5050996
Total Read : 5274320
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Description : Read Now Decision Management Concepts Methodologies Tools And Applications by Management Association, Information Resources and you can download with pub, pdf, txt, doc, and more file format with free account. the implementation of effective decision making protocols is crucial in any organizational environment in modern society. emerging advancements in technology and analytics have optimized uses and applications of decision making systems. decision management: concepts, methodologies, tools, and applications is a compendium of the latest academic material on the control, support, usage, and strategies for implementing efficient decision making systems across a variety of industries and fields. featuring comprehensive coverage on numerous perspectives, such as data visualization, pattern analysis, and predictive analytics, this multi-volume book is an essential reference source for researchers, academics, professionals, managers, students, and practitioners interested in the maintenance and optimization of decision management processes.

Handbook of Research on Computational Methodologies in Gene Regulatory Networks

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Author by : Das, Sanjoy
Languange Used : English, France, Spanish, Italia and chinese
Page : 740
Isbn : 1605666866
Identifier : 9781605666860
Release : 2009-10-31
Publisher by : IGI Global
Category : Computers
Total Download : 8481164
Total Read : 4433965
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Description : Read Now Handbook Of Research On Computational Methodologies In Gene Regulatory Networks by Das, Sanjoy and you can download with pub, pdf, txt, doc, and more file format with free account. "this book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization"--provided by publisher.

Intelligent Systems and Decision Making for Risk Analysis and Crisis Response Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, Istanbul, Turkey, 27-29 August 2013

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Author by : Chongfu Huang, Cengiz Kahraman
Languange Used : English, France, Spanish, Italia and chinese
Page : 950
Isbn : 0203771478
Identifier : 9780203771471
Release : 2013-07-25
Publisher by : CRC Press
Category : Computers
Total Download : 8663445
Total Read : 223789
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Description : Read Now Intelligent Systems And Decision Making For Risk Analysis And Crisis Response by Chongfu Huang, Cengiz Kahraman and you can download with pub, pdf, txt, doc, and more file format with free account. in this present internet age, risk analysis and crisis response based on information will make up a digital world full of possibilities and improvements to people’s daily life and capabilities. these services will be supported by more intelligent systems and more effective decisionmaking. this book contains all the papers presented at the 4th international conference on risk analysis and crisis response, august 27-29, 2013, istanbul, turkey. the theme was intelligent systems and decision making for risk analysis and crisis response. the risk issues in the papers cluster around the following topics: natural disasters, finance risks, food and feed safety, catastrophic accidents, critical infrastructure, global climate change, project management, supply chains, public health, threats to social safety, energy and environment. this volume will be of interest to all professionals and academics in the field of risk analysis, crisis response, intelligent systems and decision-making, as well as related fields of enquiry.

Decision Management Systems A Practical Guide to Using Business Rules and Predictive Analytics

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Author by : James Taylor
Languange Used : English, France, Spanish, Italia and chinese
Page : 284
Isbn : 9780132884389
Identifier : 0132884380
Release : 2011-09-30
Publisher by :
Category : Business & Economics
Total Download : 9536059
Total Read : 7632017
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Description : Read Now Decision Management Systems by James Taylor and you can download with pub, pdf, txt, doc, and more file format with free account. "a very rich book sprinkled with real-life examples as well as battle-tested advice.” —pierre haren, vp ilog, ibm "james does a thorough job of explaining decision management systems as enablers of a formidable business transformation.” —deepak advani, vice president, business analytics products and spss, ibm build systems that work actively to help you maximize growth and profits most companies rely on operational systems that are largely passive. but what if you could make your systems active participants in optimizing your business? what if your systems could act intelligently on their own? learn, not just report? empower users to take action instead of simply escalating their problems? evolve without massive it investments? decision management systems can do all that and more. in this book, the field's leading expert demonstrates how to use them to drive unprecedented levels of business value. james taylor shows how to integrate operational and analytic technologies to create systems that are more agile, more analytic, and more adaptive. through actual case studies, you'll learn how to combine technologies such as predictive analytics, optimization, and business rules—improving customer service, reducing fraud, managing risk, increasing agility, and driving growth. both a practical how-to guide and a framework for planning, decision management systems focuses on mainstream business challenges. coverage includes understanding how decision management systems can transform your business planning your systems “with the decision in mind” identifying, modeling, and prioritizing the decisions you need to optimize designing and implementing robust decision services monitoring your ongoing decision-making and learning how to improve it proven enablers of effective decision management systems: people, process, and technology identifying and overcoming obstacles that can derail your decision management systems initiative

Bayesian Methods for Data Analysis, Third Edition

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Author by : Bradley P. Carlin, Thomas A. Louis
Languange Used : English, France, Spanish, Italia and chinese
Page : 552
Isbn : 9781584886983
Identifier : 1584886986
Release : 2008-06-30
Publisher by : CRC Press
Category : Mathematics
Total Download : 7956585
Total Read : 9074304
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Description : Read Now Bayesian Methods For Data Analysis Third Edition by Bradley P. Carlin, Thomas A. Louis and you can download with pub, pdf, txt, doc, and more file format with free account. broadening its scope to nonstatisticians, bayesian methods for data analysis, third edition provides an accessible introduction to the foundations and applications of bayesian analysis. along with a complete reorganization of the material, this edition concentrates more on hierarchical bayesian modeling as implemented via markov chain monte carlo (mcmc) methods and related data analytic techniques. new to the third edition new data examples, corresponding r and winbugs code, and homework problems explicit descriptions and illustrations of hierarchical modeling—now commonplace in bayesian data analysis a new chapter on bayesian design that emphasizes bayesian clinical trials a completely revised and expanded section on ranking and histogram estimation a new case study on infectious disease modeling and the 1918 flu epidemic a solutions manual for qualifying instructors that contains solutions, computer code, and associated output for every homework problem—available both electronically and in print ideal for anyone performing statistical analyses focusing on applications from biostatistics, epidemiology, and medicine, this text builds on the popularity of its predecessors by making it suitable for even more practitioners and students.

Endocrine Disrupters and Carcinogenic Risk Assessment

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Author by : Lech Chyczewski, Jacek Niklinski, Eric Pluygers
Languange Used : English, France, Spanish, Italia and chinese
Page : 364
Isbn : 9781586032180
Identifier : 1586032186
Release : 2002
Publisher by : IOS Press
Category : Science
Total Download : 2969553
Total Read : 8297341
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Description : Read Now Endocrine Disrupters And Carcinogenic Risk Assessment by Lech Chyczewski, Jacek Niklinski, Eric Pluygers and you can download with pub, pdf, txt, doc, and more file format with free account. the book is devoted to the study of the endocrine-related effects on human health with special reference to carcinogenesis, and to the assessment of carcinogenic risk. after providing basic information at the general, cellular and molecular levels, the contents focus on the paradigm of biologically based risk assessment, as developed form physiologically-based toxicokinetic models. the analysis of this material is proposed as the novel parameters for developing biologically based models of carcinogenesis, considered to be more relevant to risk assessment than traditional approaches. this data appears unique in an important and rapidly developing field.

DSS 2.0 - Supporting Decision Making With New Technologies

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Author by : G.E. Phillips-Wren, S. Carlsson, A. Respício
Languange Used : English, France, Spanish, Italia and chinese
Page : 604
Isbn : 1614993998
Identifier : 9781614993995
Release : 2014-05-22
Publisher by : IOS Press
Category : Computers
Total Download : 8264885
Total Read : 3661588
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Description : Read Now Dss 2 0 Supporting Decision Making With New Technologies by G.E. Phillips-Wren, S. Carlsson, A. Respício and you can download with pub, pdf, txt, doc, and more file format with free account. advances in technology have resulted in new and advanced methods to support decision-making. for example, artificial intelligence has enabled people to make better decisions hrough the use of intelligent decision support systems (dss). emerging research in dss demonstrates that decision makers can operate in a more timely manner using real-time data, more accurately due to data mining and 'big data' methods, more strategically by considering a greater number of factors, more precisely and inclusively due to the availability of social networking data, and with a wider media reach with video and audio technology._x000d_ _x000d_this book presents the proceedings of the ifip tc8/working group 8.3 conference held at the université pierre et marie curie in paris, france, in june 2014. throughout its history the conference has aimed to present the latest innovations and achievements in decision support systems. this year the conference looks to the next generation with the theme of new technologies to enable dss2.0. the topics covered include theoretical, empirical and design science research; case-based approaches in decision support systems; decision models in the real-world; healthcare information technology; decision making theory; knowledge management; knowledge and resource discovery; business intelligence; group decision support systems; collaborative decision making; analytics and ‘big data’; rich language for decision support; multimedia tools for dss; web 2.0 systems in decision support; context-based technologies for decision making; intelligent systems and technologies in decision support; organizational decision support; research methods in dss 2.0; mobile dss; competing on analytics; and social media analytics._x000d_ _x000d_ the book will be of interest to all those who develop or use decision support systems. the variety of methods and applications illustrated by this international group of carefully reviewed papers should provide ideas and directions for future researchers and practitioners alike.

Big Data, Big Analytics Emerging Business Intelligence and Analytic Trends for Today's Businesses

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Author by : Michael Minelli, Michele Chambers, Ambiga Dhiraj
Languange Used : English, France, Spanish, Italia and chinese
Page : 224
Isbn : 1118239156
Identifier : 9781118239155
Release : 2012-12-27
Publisher by : John Wiley & Sons
Category : Business & Economics
Total Download : 326860
Total Read : 7235483
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Description : Read Now Big Data Big Analytics by Michael Minelli, Michele Chambers, Ambiga Dhiraj and you can download with pub, pdf, txt, doc, and more file format with free account. unique prospective on the big data analytics phenomenon for both business and it professionals the availability of big data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. the convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. these capabilities are neither theoretical nor trivial. they represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue and profitability. the age of big data is here, and these are truly revolutionary times. this timely book looks at cutting-edge companies supporting an exciting new generation of business analytics. learn more about the trends in big data and how they are impacting the business world (risk, marketing, healthcare, financial services, etc.) explains this new technology and how companies can use them effectively to gather the data that they need and glean critical insights explores relevant topics such as data privacy, data visualization, unstructured data, crowd sourcing data scientists, cloud computing for big data, and much more.

Big Data Analytics in HIV/AIDS Research

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Author by : Al Mazari, Ali
Languange Used : English, France, Spanish, Italia and chinese
Page : 294
Isbn : 1522532048
Identifier : 9781522532040
Release : 2018-04-27
Publisher by : IGI Global
Category : Medical
Total Download : 7560198
Total Read : 9114332
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Description : Read Now Big Data Analytics In Hiv Aids Research by Al Mazari, Ali and you can download with pub, pdf, txt, doc, and more file format with free account. with the advent of new technologies in big data science, the study of medical problems has made significant progress. connecting medical studies and computational methods is crucial for the advancement of the medical industry. big data analytics in hiv/aids research provides emerging research on the development and implementation of computational techniques in big data analysis for biological and medical practices. while highlighting topics such as deep learning, management software, and molecular modeling, this publication explores the various applications of data analysis in clinical decision making. this book is a vital resource for medical practitioners, nurses, scientists, researchers, and students seeking current research on the connections between data analytics in the field of medicine.