| Description |
1 online resource (xii, 432 pages) : illustrations (some color) |
| Series |
Studies in Computational Intelligence, 1860-949X ; 537 |
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Studies in computational intelligence ; volume 537. 1860-949X
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| Contents |
Part I. Soft Computing -- Compensatory Fuzzy Logic: A Frame for Reasoning and Modeling Preference Knowledge in Intelligent Systems / Rafael Alejandro Espín Andrade, Eduardo Fernández and Erick González -- Compensatory Fuzzy Logic Inference / Rafael Alejandro Espín Andrade, Erick González, Eduardo Fernández and Marlies Martínez Alonso -- A Fuzzy Approach to Prospect Theory / Rafael Alejandro Espín Andrade, Erick González, Eduardo Fernández and Salvador Muñoz Gutiérrez -- Probabilistic Approaches to the Rough Set Theory and Their Applications in Decision-Making / Rafael Bello Pérez and Maria M. Garcia -- New Rough Sets by Influence Zones Morphological Concept / Juan I. Pastore, Agustina Bouchet and Virginia L. Ballarin |
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Part II. Business Intelligence and Knowledge Discovery -- Fuzzy Tree Studio: A Tool for the Design of the Scorecard for the Management of Protected Areas / Gustavo J. Meschino, Marcela Nabte, Sebastián Gesualdo, Adrián Monjeau and Lucía I. Passoni -- Framework for the Alignment of Business Goals with Technological Infrastructure / Roberto Pérez López de Castro, Pablo M. Marin Ortega and Patricia Pérez Lorences -- Time Series Classification with Motifs and Characteristics / André Gustavo Maletzke, Huei Diana Lee, Gustavo Enrique, Almeida Prado Alves Batista [and 4 others] -- Solving Regression Analysis by Fuzzy Quadratic Programming / Ricardo Coelho Silva, Carlos Cruz Corona and José Luis Verdegay Galdeano -- Business Intelligence Taxonomy / Pablo M. Marin Ortega, Lourdes García Ávila and Jorge Marx Gómez -- Discovering Knowledge by Fuzzy Predicates in Compensatory Fuzzy Logic Using Metaheuristic Algorithms / Marlies Martínez Alonso, Rafael Alejandro Espín Andrade, Vivian López Batista and Alejandro Rosete Suárez -- Categorization of Unlabelled Customer-Related Data Using Methods from Compensatory Fuzzy Logic / Sven Kölpin and Daniel Stamer -- Knowledge Discovery by Fuzzy Predicates / Taymi Ceruto Cordovés, Alejandro Rosete Suárez and Rafael Alejandro Espín Andrade -- Innovative Wind Farm Control / Mischa Böhm, Oliver Norkus and Deyan Stoyanov -- A Tool for Data Mining in the Efficient Portfolio Management / Vivian F. López, Noel Alonso, María N. Moreno and Gabriel V. González -- Educational Data Mining: User Categorization in Virtual Learning Environments / Angel Cobo Ortega, Rocío Rocha Blanco and Yurlenis Álvarez Diaz |
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Part III. Knowledge Management and Decision Making -- Company Sustainability Reporting: Decision Making Model Utilising Compensatory Fuzzy Logic / Desislava Milenova Dechkova and Roani Miranda -- Type-2 Fuzzy Logic in Decision Support Systems / Diego S. Comas, Juan I. Pastore, Agustina Bouchet, Virginia L. Ballarin and Gustavo J. Meschino -- Fuzzy Predictive and Reactive Scheduling / Jürgen Sauer and Tay Jin Chua -- A Computational Evaluation of Two Ranking Procedures for Valued Outranking Relations / Juan Carlos Leyva López and Mario Araoz Medina -- Selection of Evolutionary Multicriteria Strategies: Application in Designing a Regional Water Restoration Management Plan / Angel Udías, Andrés Redchuk, Javier Cano and Lorenzo Galbiati -- Fuzzy Data-Mining Hybrid Methods for Recommender Systems / María N. Moreno, Joel P. Lucas and Vivian F. López -- Fuzzy Rationality Implementation in Financial Decision Making / N.D. Nikolova and K. Tenekedjiev -- Comparing Methods of Assessing R & D Efficiency in Latin-American Countries / Catalina Alberto, Lucía I. Passoni, Claudia E. Carignano and Mercedes Delgado -- Tool Based Assessment of Electromobility in Urban Logistics / Tim Hoerstebrock, Axel Hahn and Jürgen Sauer -- An Evolutionary Multi-objective Algorithm for Inferring Parameters in Outranking-Based Decision Models: The Case of the ELECTRE III Method / Eduardo Fernández, Jorge Navarro and Gustavo Mazcorro -- Customer Segmentation Based on Compensatory Fuzzy Logic within a Sustainability CRM for Intermodal Mobility / Benjamin Wagner vom Berg, Ariel Racet Valdés, Ammar Memari, Nasheda Barakat and Jorge Marx Goméz |
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Part I. Soft Computing -- Part II. Business Intelligence and Knowledge Discovery -- Part III. Knowledge Management and Decision Making |
| Summary |
The book Soft Computing for Business Intelligence is the remarkable output of a program based on the idea of joint trans-disciplinary research as supported by the Eureka Iberoamerica Network and the University of Oldenburg. It contains twenty-seven papers allocated to three sections: Soft Computing, Business Intelligence and Knowledge Discovery, and Knowledge Management and Decision Making. Although the contents touch different domains they are similar in so far as they follow the BI principle "Observation and Analysis" while keeping a practical oriented theoretical eye on sound methodologies, like Fuzzy Logic, Compensatory Fuzzy Logic (CFL), Rough Sets and other softcomputing elements. The book tears down the traditional focus on business, and extends Business Intelligence techniques in an impressive way to a broad range of fields like medicine, environment, wind farming, social collaboration and interaction, car sharing and sustainability |
| Notes |
Includes author index |
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English |
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Online resource; title from PDF title page (SpringerLink, viewed January 6, 2014) |
| Subject |
Soft computing.
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Business intelligence.
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Data mining.
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Knowledge management.
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Data Mining
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Knowledge Management
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Ingénierie.
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Business intelligence
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Data mining
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Knowledge management
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Soft computing
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| Form |
Electronic book
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| Author |
Espin, Rafael, editor
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| ISBN |
9783642537370 |
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3642537375 |
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3642537367 |
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9783642537363 |
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