BUSINESS INTELLIGENCE DATA MINING AND OPTIMIZATION FOR DECISION MAKING

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Business Intelligence

Author : Carlo Vercellis
ISBN : 9780470753859
Genre : Mathematics
File Size : 76.89 MB
Format : PDF, Docs
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Business intelligence is a broad category of applications and technologies for gathering, providing access to, and analyzing data for the purpose of helping enterprise users make better business decisions. The term implies having a comprehensive knowledge of all factors that affect a business, such as customers, competitors, business partners, economic environment, and internal operations, therefore enabling optimal decisions to be made. Business Intelligence provides readers with an introduction and practical guide to the mathematical models and analysis methodologies vital to business intelligence. This book: Combines detailed coverage with a practical guide to the mathematical models and analysis methodologies of business intelligence. Covers all the hot topics such as data warehousing, data mining and its applications, machine learning, classification, supply optimization models, decision support systems, and analytical methods for performance evaluation. Is made accessible to readers through the careful definition and introduction of each concept, followed by the extensive use of examples and numerous real-life case studies. Explains how to utilise mathematical models and analysis models to make effective and good quality business decisions. This book is aimed at postgraduate students following data analysis and data mining courses. Researchers looking for a systematic and broad coverage of topics in operations research and mathematical models for decision-making will find this an invaluable guide.
Category: Mathematics

Business Intelligence Data Mining And Optimization For Decision Making

Author : CTI Reviews
ISBN : 9781467215671
Genre : Education
File Size : 57.69 MB
Format : PDF, Kindle
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Facts101 is your complete guide to Business Intelligence, Data Mining and Optimization for Decision Making. In this book, you will learn topics such as as those in your book plus much more. With key features such as key terms, people and places, Facts101 gives you all the information you need to prepare for your next exam. Our practice tests are specific to the textbook and we have designed tools to make the most of your limited study time.
Category: Education

Die Regeln Des Lebens

Author : Richard Templar
ISBN : 9783941493308
Genre : Self-Help
File Size : 64.8 MB
Format : PDF, Docs
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Erfolgreiches Berufsleben, glückliche Beziehung und Zeit für Interessen und Freizeit. Was wissen die Menschen, die das vereinen? Die Antwort ist einfach: Sie kennen die Regeln. Die Regeln des Lebens. Der Bestseller aus der Feder von Richard Templar listet diese Regeln auf. Sie sind einfach, klar und logisch. Man kann sie im täglichen Leben problemlos umsetzen. Und sie machen einen Schritt für Schritt immer mehr zu dem Menschen, der man schon immer gerne sein wollte. Weltweit wurden von Templars "Rules"-Serie bereits mehr als 2.000.000 Exemplare verkauft. Jetzt erscheint nach "Die Regeln des Reichtums" auch der zweite Band endlich auch auf Deutsch! "Die Regeln des Lebens" entschärfen für Sie das Minenfeld aus Zeitnot, Überarbeitung und Beziehungsfrust. Wenn Sie diese Spielregeln beherrschen, können Sie Ihrem Alltag entspannt ins Auge blicken
Category: Self-Help

Integration Of Data Mining In Business Intelligence Systems

Author : Azevedo, Ana
ISBN : 9781466664784
Genre : Computers
File Size : 84.55 MB
Format : PDF, Mobi
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Uncovering and analyzing data associated with the current business environment is essential in maintaining a competitive edge. As such, making informed decisions based on this data is crucial to managers across industries. Integration of Data Mining in Business Intelligence Systems investigates the incorporation of data mining into business technologies used in the decision making process. Emphasizing cutting-edge research and relevant concepts in data discovery and analysis, this book is a comprehensive reference source for policymakers, academicians, researchers, students, technology developers, and professionals interested in the application of data mining techniques and practices in business information systems.
Category: Computers

Business Intelligence Concepts Methodologies Tools And Applications

Author : Management Association, Information Resources
ISBN : 9781466695634
Genre : Computers
File Size : 60.82 MB
Format : PDF, ePub, Docs
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Data analysis is an important part of modern business administration, as efficient compilation of information allows managers and business leaders to make the best decisions for the financial solvency of their organizations. Understanding the use of analytics, reporting, and data mining in everyday business environments is imperative to the success of modern businesses. Business Intelligence: Concepts, Methodologies, Tools, and Applications presents a comprehensive examination of business data analytics along with case studies and practical applications for businesses in a variety of fields and corporate arenas. Focusing on topics and issues such as critical success factors, technology adaptation, agile development approaches, fuzzy logic tools, and best practices in business process management, this multivolume reference is of particular use to business analysts, investors, corporate managers, and entrepreneurs in a variety of prominent industries.
Category: Computers

Adaptive Business Intelligence

Author : Zbigniew Michalewicz
ISBN : 9783540329299
Genre : Computers
File Size : 50.3 MB
Format : PDF, Docs
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Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence explores elements of data mining, predictive modeling, forecasting, optimization, and adaptability. The book explains the application of numerous prediction and optimization techniques, and shows how these concepts can be used to develop adaptive systems. Coverage includes linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.
Category: Computers

Optimization Based Data Mining Theory And Applications

Author : Yong Shi
ISBN : 0857295047
Genre : Computers
File Size : 68.67 MB
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Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining. Optimization based Data Mining: Theory and Applications, mainly focuses on MCP and SVM especially their recent theoretical progress and real-life applications in various fields. These include finance, web services, bio-informatics and petroleum engineering, which has triggered the interest of practitioners who look for new methods to improve the results of data mining for knowledge discovery. Most of the material in this book is directly from the research and application activities that the authors’ research group has conducted over the last ten years. Aimed at practitioners and graduates who have a fundamental knowledge in data mining, it demonstrates the basic concepts and foundations on how to use optimization techniques to deal with data mining problems.
Category: Computers

Data Mining And Market Intelligence

Author : Mustapha Akinkunmi
ISBN : 9781681733210
Genre : Computers
File Size : 62.41 MB
Format : PDF, ePub, Docs
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This book is written to address the issues relating to data gathering, data warehousing, and data analysis, all of which are useful when working with large amounts of data. Using practical examples of market intelligence, this book is designed to inspire and inform readers on how to conduct market intelligence by leveraging data and technology, supporting smart decision making. The book explains some suitable methodologies for data analysis that are based on robust statistical methods. For illustrative purposes, the author uses real-life data for all the examples in this book. In addition, the book discusses the concepts, techniques, and applications of digital media and mobile data mining. Hence, this book is a guide tool for policy makers, academics, and practitioners whose areas of interest are statistical inference, applied statistics, applied mathematics, business mathematics, quantitative techniques, and economic and social statistics.
Category: Computers

Encyclopedia Of Business Analytics And Optimization

Author : Wang, John
ISBN : 9781466652033
Genre : Business & Economics
File Size : 71.40 MB
Format : PDF, ePub, Docs
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As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.
Category: Business & Economics