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Soft computing for business intelligence

Author: Rafael Espin
Publisher: Heidelberg : Springer, 2014.
Series: Studies in computational intelligence, volume 537.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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  Read more...
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Genre/Form: Electronic books
Ebook
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Rafael Espin
ISBN: 9783642537370 3642537375 3642537367 9783642537363
OCLC Number: 869296360
Notes: Includes author index.
Description: 1 online resource (xii, 432 pages) : illustrations (some color).
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. 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. 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. Part I. Soft Computing --
Part II. Business Intelligence and Knowledge Discovery --
Part III. Knowledge Management and Decision Making.
Series Title: Studies in computational intelligence, volume 537.
Responsibility: Rafael Alejandro Espín Andrade, Rafael Bello Pérez, Angel Cobo Ortega, Jorge Marx Gómez, Ariel Racet Valdés, editors.

Abstract:

Written by leading experts in the field, this interdisciplinary volume contains more than 25 papers divided into three sections covering soft computing, business intelligence and knowledge discovery,  Read more...

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