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Business Intelligence and Performance Management Theory, Systems and Industrial Applications /

During the 21st century business environments have become more complex and dynamic than ever before. Companies operate in a world of change influenced by globalisation, volatile markets, legal changes and technical progress. As a result, they have to handle growing volumes of data and therefore requ...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Rausch, Peter (Editor ), Sheta, Alaa F. (Editor ), Ayesh, Aladdin (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Advanced Information and Knowledge Processing,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Part I: Introduction
  • Business Intelligence and Performance Management: An Introduction
  • Part II: BI/PM in Business Analytics, Strategy and Management
  • An Integrated Business Intelligence Framework: Closing the Gap between IT Support for Management and for Production
  • Linking the Operational, Tactic and Strategic Level by Means of CPM: An Example of the Construction Industry
  • Adaptive Business Intelligence: The Integration of Data Mining and Systems Engineering into an Advanced Decision Support as an Integral Part of the Business Strategy
  • How to Introduce KPIs and Scorecards in IT Management
  • Part III: BI/PM Applications to Business Development
  • Data Mining Detection of Incidents in Networks
  • Exploring the Differences Between the Cross Industry Process for Data Mining and the National Intelligence Model Using a Self Organizing Map Case Study
  • Business Planning and Support by IT-Systems
  • Planning Purchase Decisions with Advanced Neural Networks
  • Part IV: Methodologies
  • Financial Time Series Processing: A Roadmap of Online and Offline Methods
  • Data Supply for Planning and Budgeting Processes under Uncertainty
  • Minimizing the Total Cost in Production and Transportation Planning - A Fuzzy Approach
  • Design and Automation for Manufacturing Processes: An Intelligent Business Modeling Using Adaptive Neuro-Fuzzy Inference Systems
  • How to Measure Efficiency in IT Organizations
  • Part V: Technologies
  • Business Activity Monitoring (BAM)
  • Scaling up Data Mining Techniques to Large Datasets Using Parallel and Distributed Processing
  • Part VI: From Past to Present to Future
  • Evolution of Business Intelligence.