Ausgabe 3/2019
Special Issue: Computational Intelligence for Big Data Analytics
Inhalt (8 Artikel)
Guest Editorial: Computational Intelligence for Big Data Analytics
A. Fernandez, I. Triguero, M. Galar, F. Herrera
A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data
F. Padillo, J. M. Luna, S. Ventura
An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models
Antonio González, Raúl Pérez, Rocío Romero-Zaliz
Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach
Marco Barsacchi, Alessio Bechini, Pietro Ducange, Francesco Marcelloni
Evolutionary Design of Linguistic Fuzzy Regression Systems with Adaptive Defuzzification in Big Data Environments
Samuel López, Antonio A. Márquez, Francisco A. Márquez, Antonio Peregrín
A Big Data Approach for the Extraction of Fuzzy Emerging Patterns
Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona, María José del Jesus
Feature Selection and Evolutionary Rule Learning for Big Data in Smart Building Energy Management
Pablo Rodriguez-Mier, Manuel Mucientes, Alberto Bugarín
PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams
Rebecca Tickle, Isaac Triguero, Grazziela P. Figueredo, Mohammad Mesgarpour, Robert I. John