Download or read book The Seven Rules for Building Effective Analytical Models for Decisions written by Frank Tillman and published by Htx, Incorporated. This book was released on 2016-04-13 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through years of consulting, operating their own companies, and working in a number of corporate environments, the authors have developed insights into which methods work and which do not in the "real world." The result of this experience is the development of these fundamental rules for building analysis models to solve complex corporate problems. This book describes some common-sense principles that can be used to ensure that the models and solutions that are developed meet the decision maker's needs. These principles will help you avoid mistakes and help you develop better usable solutions.
Download or read book Simple Rules written by Donald Norman Sull and published by Houghton Mifflin Harcourt. This book was released on 2015 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outlines an approach to high-performance problem solving and decision making that draws on insights from survival guides, pop culture, and other sources.
Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Download or read book Implementing Analytics written by Nauman Sheikh and published by Newnes. This book was released on 2013-05-06 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi-million dollar technology and manpower. A technology agnostic methodology that breaks down complex tasks like model design and tuning and emphasizes business decisions rather than the technology behind analytics. - Simplifies the understanding of analytics from a technical and functional perspective and shows a wide array of problems that can be tackled using existing technology - Provides a detailed step by step approach to identify opportunities, extract requirements, design variables and build and test models. It further explains the business decision strategies to use analytics models and provides an overview for governance and tuning - Helps formalize analytics projects from staffing, technology and implementation perspectives - Emphasizes machine learning and data mining over statistics and shows how the role of a Data Scientist can be broken down and still deliver the value by building a robust development process
Download or read book EBOOK Analytical Models for Decision Making written by Colin Sanderson and published by McGraw-Hill Education (UK). This book was released on 2006-03-16 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health care systems are complex and, as a result, it is often unclear what the effects of changes in policy or service provision might be. At the same time, resources for health care tend to be in short supply, which means that public health practitioners have to make difficult decisions. This book describes the quantitative and qualitative methods that can help decision-makers to structure and clarify difficult problems and to explore the implications of pursuing different options. The accompanying CD ROM provides the opportunity to try out some of the proposed solutions. The book examines: Models and decision-making in health care Methods for clarifying complex decisions Models for service planning and resource allocation Modelling for evaluating changes in systems Series Editors: Rosalind Plowman and Nicki Thorogood.
Download or read book Practical Predictive Analytics and Decisioning Systems for Medicine written by Gary D. Miner and published by Academic Press. This book was released on 2014-09-27 with total page 1111 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning Systems for Medicine provides research tools to analyze these large amounts of data and addresses some of the most pressing issues and challenges where data integrity is compromised: patient safety, patient communication, and patient information. Through the use of predictive analytic models and applications, this book is an invaluable resource to predict more accurate outcomes to help improve quality care in the healthcare and medical industries in the most cost–efficient manner.Practical Predictive Analytics and Decisioning Systems for Medicine provides the basics of predictive analytics for those new to the area and focuses on general philosophy and activities in the healthcare and medical system. It explains why predictive models are important, and how they can be applied to the predictive analysis process in order to solve real industry problems. Researchers need this valuable resource to improve data analysis skills and make more accurate and cost-effective decisions. - Includes models and applications of predictive analytics why they are important and how they can be used in healthcare and medical research - Provides real world step-by-step tutorials to help beginners understand how the predictive analytic processes works and to successfully do the computations - Demonstrates methods to help sort through data to make better observations and allow you to make better predictions
Download or read book Bridge Integrated Analysis and Decision Support written by and published by . This book was released on 2008 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report presents a database of case histories of incidents due to impact, fire and scour for sixteen bridges in Wisconsin. It is intended to expand and use such case history and other relevant data in a future study to develop a decision support system. Such decision support system can aid bridge engineers take appropriate actions when rapid response is required in emergency cases such as major bridge damage or failure. The case history information presented here was assembled using available archived data from various DOT offices and through interviews with various active and retired staff of the WisDOT Districts and the City of Milwaukee. Each case history document includes information regarding any associated event, remediation, and past repair and maintenance. Essential structural and geometric data is also included with each case history document. As a part of this study, incident response procedures for WisDOT and the City of Milwaukee were developed through consultation with appropriate staff of those offices. The database is searchable with keywords and can be accessed through the web. User's manuals for both users and system administrators are included in the report.
Download or read book Multiple Criteria Decision Analysis State of the Art Surveys written by José Figueira and published by Springer Science & Business Media. This book was released on 2005 with total page 1100 pages. Available in PDF, EPUB and Kindle. Book excerpt: MULTIPLE CRITERIA DECISION ANALYSIS: State of the Art Surveys is the most comprehensive work available to survey the state of the art in MCDA to date. Its 25 chapters are organized in eight parts and are written by 52 international leading experts. Each of these parts covers one of the central streams of multiple criteria decision analysis literature. These literature streams are: MCDA today, Foundations of MCDA, Our Ranking Methods, Multiattribute Utility Theory, Non-Classical MCDA Approaches, Multiobjective Mathematical Programming, Applications, and MCDM Software. The handbook presents the most up-to-date discussions on well-established methodologies and theories in the field, while systematically surveying emerging fields in MCDA such as conjoint measurement, fuzzy preferences, fuzzy integrals, rough sets, etc. MULTIPLE CRITERIA DECISION ANALYSIS: State of the Art Surveys is a valuable reference volume (more than 2000 references) for the field of decision analysis. It provides graduate students, researchers, and practitioners with a sweeping survey of MCDA theory, methodologies, and applications. It is a handbook that is particularly suitable for use in seminars in Decision Analysis, Decision Support, and Decision Theory.
Download or read book Resources in Education written by and published by . This book was released on 1990 with total page 928 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Cumulated Index Medicus written by and published by . This book was released on 2000 with total page 1828 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Military Strategy and Tactics written by Reiner Huber and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings forth a set of selected papers from the Conference on Modeling Land Sattle Systems for Military Planning. Sponsored by the Special Programme Panel on Systems Science of the NATO Science Committee, the conference took place in Ottobrunn, Germany, at the War Gaming Centre of Industrieanlagen-Betriebsgesellschaft. The idea to organize a conference on land battle systemmodelswas first suggested to me in 1g72 by Andreas Mortensen, then a member of the Norwegian Defence Research Establishment and presently at the SHAPE Technical Centre, when we discussed the apparent inconsistencies of various evaluations of force capability within NATO. Frequently, decision makers are confronted by contradictory results of different studies addressing essentially the same problern leaving them with the impression that the tools of systems analysis and operations research may not be very objective guides. However, experienced systems researchers know that a detailed comparison of models, their assumptions and inputs, would generally show that results are not really contradictory. But not only seem the decision processes in large national and international organizations tobe suchthat a comparison can hardly ever be accomplished, also the docu mentation available is rarely sufficient to really camprehend the differences in results. For these reasons, we felt that an effort to review the state of the art of model ing in support of force capabil ity assessments was overdue.
Download or read book Advanced Classification Techniques for Healthcare Analysis written by Chakraborty, Chinmay and published by IGI Global. This book was released on 2019-02-22 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical and information communication technology professionals are working to develop robust classification techniques, especially in healthcare data/image analysis, to ensure quick diagnoses and treatments to patients. Without fast and immediate access to healthcare databases and information, medical professionals’ success rates and treatment options become limited and fall to disastrous levels. Advanced Classification Techniques for Healthcare Analysis provides emerging insight into classification techniques in delivering quality, accurate, and affordable healthcare, while also discussing the impact health data has on medical treatments. Featuring coverage on a broad range of topics such as early diagnosis, brain-computer interface, metaheuristic algorithms, clustering techniques, learning schemes, and mobile telemedicine, this book is ideal for medical professionals, healthcare administrators, engineers, researchers, academicians, and technology developers seeking current research on furthering information and communication technology that improves patient care.
Download or read book Knowledge Automation written by Alan N. Fish and published by John Wiley & Sons. This book was released on 2012-02-08 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: A proven decision management methodology for increased profits and lowered risks Knowledge Automation: How to Implement Decision Management in Business Processes describes a simple but comprehensive methodology for decision management projects, which use business rules and predictive analytics to optimize and automate small, high-volume business decisions. It includes Decision Requirements Analysis (DRA), a new method for taking the crucial first step in any IT project to implement decision management: defining a set of business decisions and identifying all the information—business knowledge and data—required to make those decisions. Describes all the stages in automating business processes, from business process modeling down to the implementation of decision services Addresses how to use business rules and predictive analytics to optimize and automate small, high-volume business decisions Proposes a simple "top-down" method for defining decision requirements and representing them in a single diagram Shows how clear requirements can allow decision management projects to be run with reduced risk and increased profit Nontechnical and accessible, Knowledge Automation reveals how DRA is destined to become a standard technique in the business analysis and project management toolbox.
Download or read book Winning Decisions written by J. Edward Russo and published by Crown Currency. This book was released on 2002-04-23 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business revolves around making decisions, often risky decisions, usually with incomplete information and too often in less time than we need. Executives at every level, in every industry, are confronted with information overload, less leeway for mistakes, and a business environment that changes rapidly. In light of this increased pressure and volatility, the old-fashioned ways of making decisions–depending on intuition, common sense, and specialized expertise–are simply no longer sufficient. Distilling over thirty years of groundbreaking research, Winning Decisions, written by two seasoned business advisers and world leaders in behavioral decision studies, is a comprehensive, one-of-a-kind guide to the proven methods of making critical business decisions confidently, quickly–and correctly. Decision-making is a business skill which managers often take for granted in themselves and others–but it's not as easy as some might think. The authors, whose expertise has been sought out by over a hundred companies, including Arthur Andersen, Hewlett-Packard, IBM, and Unilever, contend that decision-making, like any other skill, must be developed and honed if it is to be used effectively. Winning Decisions offers step-by-step analyses of how people typically make decisions, and provides invaluable advice on how to improve your chances of getting your next big decision right the first time. The book is packed with worksheets, tools, questionnaires, case studies, and anecdotes analyzing major decisions made by organizations like British Airways, NASA, Shell Oil, and Pepsi. Some of the proven, straightforward techniques covered in Winning Decisions include how to: Reframe issues to ensure that the real problem is being addressedImprove the quality and quantity of your options Convert expert yet conflicting opinions into useful insights Make diversity of views and conflict work to your advantage Foster efficient and effective group decision-making Learn from past decisions--your own and those of others With Winning Decisions, managers and other professionals now have access to a proven set of skills and strategies they need for making the right decision, right away.
Download or read book Business Analytics written by Dr. K. Soundararajan and published by Thakur Publication Private Limited. This book was released on 2022-03-03 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Buy E-Book of Business Analytics Book For MBA 2nd Semester of Anna University, Chennai
Download or read book Handbook of Information Resource Management written by Jack Rabin and published by CRC Press. This book was released on 1987-09-30 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Uncertainty Modeling and Analysis in Civil Engineering written by Bilal M. Ayyub and published by CRC Press. This book was released on 1997-12-29 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the expansion of new technologies, materials, and the design of complex systems, the expectations of society upon engineers are becoming larger than ever. Engineers make critical decisions with potentially high adverse consequences. The current political, societal, and financial climate requires engineers to formally consider the factors of uncertainty (e.g., floods, earthquakes, winds, environmental risks) in their decisions at all levels. Uncertainty Modeling and Analysis in Civil Engineering provides a thorough report on the immediate state of uncertainty modeling and analytical methods for civil engineering systems, presenting a toolbox for solving problems in real-world situations. Topics include Neural networks Genetic algorithms Numerical modeling Fuzzy sets and operations Reliability and risk analysis Systems control Uncertainty in probability estimates This compendium is a considerable reference for civil engineers as well as for engineers in other disciplines, computer scientists, general scientists, and students.
