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Cognitive Computation

Volume 11, June 2019, Issue 3, Pages 329-458

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1. Guest Editorial: Computational Intelligence for Big Data Analytics

Tác giả

A. Fernandez, I. Triguero, M. Galar, F. Herrera.

2. A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data

Tác giả

F. Padillo, J. M. Luna, S. Ventura.

3. An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models

Tác giả

Antonio González, Raúl Pérez, Rocío Romero-Zaliz.

4. Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach

Tác giả

Marco Barsacchi, Alessio Bechini, Pietro Ducange…

5. Evolutionary Design of Linguistic Fuzzy Regression Systems with Adaptive Defuzzification in Big Data Environments

Tác giả

Samuel López, Antonio A. Márquez, Francisco A. Márquez…

6. A Big Data Approach for the Extraction of Fuzzy Emerging Patterns

Tác giả

Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona…

7. Feature Selection and Evolutionary Rule Learning for Big Data in Smart Building Energy Management

Tác giả

Pablo Rodriguez-Mier, Manuel Mucientes, Alberto Bugarín.

8. PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams

Tác giả

Rebecca Tickle, Isaac Triguero, Grazziela P. Figueredo…