Volume 52, Issue 1

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August 2020

Special Issue: IWANN 2017

Issue Editors:

Olga Valenzuela,
Fernando Rojas,
Ignacio Rojas

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45 articles in this issue

Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017
Olga Valenzuela
Fernando Rojas
Ignacio Rojas
EditorialNotes 22 July 2020 Pages: 1 - 4
Application of Quantile Graphs to the Automated Analysis of EEG Signals
Andriana S. L. O. Campanharo
Erwin Doescher
Fernando M. Ramos
OriginalPaper 12 October 2018 Pages: 5 - 20
Fuzzy Time Series Models Using Pliant- and Asymptotically Pliant Arithmetic-Based Inference
József Dombi
Tamás Jónás
Zsuzsanna E. Tóth
OriginalPaper 29 September 2018 Pages: 21 - 55
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing
M. Dorado-Moreno
P. A. Gutiérrez
C. Hervás-Martínez
OriginalPaper 01 October 2018 Pages: 57 - 74
A Multi-resolution Approximation for Time Series
Heider Sanchez
Benjamin Bustos
OriginalPaper 29 September 2018 Pages: 75 - 96
Machine Learning Nowcasting of PV Energy Using Satellite Data
Alejandro Catalina
Alberto Torres-Barrán
José R. Dorronsoro
OriginalPaper 05 January 2019 Pages: 97 - 115
An Evaluation of Equity Premium Prediction Using Multiple Kernel Learning with Financial Features
Argimiro Arratia
Lluís A. Belanche
Luis Fábregues
OriginalPaper 09 January 2019 Pages: 117 - 134
Time Series, Spectral Densities and Robust Functional Clustering
D. Rivera-García
L. A. García-Escudero
J. Ortega
OriginalPaper 01 October 2018 Pages: 135 - 152
Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems
Sibo Yang
Chao Zhang
Wei Wu
OriginalPaper 18 April 2020 Pages: 153 - 167
Deep Learning Neural Network for Unconventional Images Classification
Wei Xu
Hamid Parvin
Hadi Izadparast
OriginalPaper 23 April 2020 Pages: 169 - 185
A Context Based Deep Temporal Embedding Network in Action Recognition
Maryam Koohzadi
Nasrollah Moghadam Charkari
OriginalPaper 30 April 2020 Pages: 187 - 220
Optimal Control Based on Neuro Estimator for Fractional Order Uncertain Non-linear Continuous-Time Systems
Gholamreza Nassajian
Saeed Balochian
OriginalPaper 01 May 2020 Pages: 221 - 240
GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map
Hasan Koyuncu
OriginalPaper 02 May 2020 Pages: 241 - 266
Remerging Feigenbaum Trees, Coexisting Behaviors and Bursting Oscillations in a Novel 3D Generalized Hopfield Neural Network
Z. Tabekoueng Njitacke
C. Laura Matze
J. Kengne
OriginalPaper 04 May 2020 Pages: 267 - 289
Finite-Time Synchronization of Hybrid-Coupled Delayed Dynamic Networks via Aperiodically Intermittent Control
Taiyan Jing
Daoyuan Zhang
Tailong Jing
OriginalPaper 07 May 2020 Pages: 291 - 311
Dual-Path Part-Level Method for Visible–Infrared Person Re-identification
Xuezhi Xiang
Ning Lv
Abdulmotaleb El Saddik
OriginalPaper 11 May 2020 Pages: 313 - 328
Semantic Image Segmentation with Improved Position Attention and Feature Fusion
Hegui Zhu
Yan Miao
Xiangde Zhang
OriginalPaper 12 May 2020 Pages: 329 - 351
Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems
Parvın Bulucu
Mehmet Uğur Soydemir
Cüneyt Güzeliş
OriginalPaper 13 May 2020 Pages: 353 - 383
Spikes and Nets (S&N): A New Fast, Parallel Computing, Point Process Software for Multineuronal Discharge and Connectivity Analysis
Carlos Valle
Maria Rodriguez-Fernandez
Antonio Eblen-Zajjur
OriginalPaper 15 May 2020 Pages: 385 - 402
Quantized Control for Synchronization of Delayed Fractional-Order Memristive Neural Networks
Yingjie Fan
Xia Huang
Hao Shen
OriginalPaper 19 May 2020 Pages: 403 - 419
An Enhanced Extreme Learning Machine Based on Liu Regression
Hasan Yıldırım
M. Revan Özkale
OriginalPaper 19 May 2020 Pages: 421 - 442
Fukunaga–Koontz Convolutional Network with Applications on Character Classification
Bernardo B. Gatto
Eulanda M. dos Santos
Kenny V. dos Santos
OriginalPaper Open access 21 May 2020 Pages: 443 - 465
Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network
Wendong Chen
Haifeng Hu
OriginalPaper 21 May 2020 Pages: 467 - 483
Fixed-Time Lag Synchronization Analysis for Delayed Memristor-Based Neural Networks
Xiahedan Haliding
Haijun Jiang
Cheng Hu
OriginalPaper 21 May 2020 Pages: 485 - 509
Fast and Memory-Efficient Import Vector Domain Description
Sergio Decherchi
Andrea Cavalli
OriginalPaper 26 May 2020 Pages: 511 - 524
Global Exponential Stability of Hybrid Non-autonomous Neural Networks with Markovian Switching
Chenhui Zhao
Donghui Guo
OriginalPaper 26 May 2020 Pages: 525 - 543
Path Capsule Networks
Mohammed Amer
Tomás Maul
OriginalPaper 28 May 2020 Pages: 545 - 559
Adaptive Sampled-Data Observer Design for a Class of Nonlinear Systems with Unknown Hysteresis
Pengpeng Li
Yanjun Shen
OriginalPaper 29 May 2020 Pages: 561 - 579
Latent-MVCNN: 3D Shape Recognition Using Multiple Views from Pre-defined or Random Viewpoints
Qian Yu
Chengzhuan Yang
Hui Wei
OriginalPaper 29 May 2020 Pages: 581 - 602
Fractional Order Echo State Network for Time Series Prediction
Xianshuang Yao
Zhanshan Wang
OriginalPaper 31 May 2020 Pages: 603 - 614
PSSA: Polar Coordinate Salp Swarm Algorithm for Curve Design Problems
Zhehong Xiang
Yongquan Zhou
Chunming Wen
OriginalPaper 02 June 2020 Pages: 615 - 645
Anti-synchronization of a Class Of Fuzzy Memristive Competitive Neural Networks with Different Time Scales
Shanshan Ren
Yong Zhao
Yonghui Xia
OriginalPaper 03 June 2020 Pages: 647 - 661
Wireless Sensor Network Based Smart Grid Supported by a Cognitively Driven Load Management Decision Making
Arifa Sultana
Aroop Bardalai
Kandarpa Kumar Sarma
OriginalPaper 04 June 2020 Pages: 663 - 678
A Novel Technique for Segmentation of High Resolution Remote Sensing Images Based on Neural Networks
Mohammad Barr
OriginalPaper 08 June 2020 Pages: 679 - 692
GrasNet: A Simple Grassmannian Network for Image Set Classification
Rui Wang
Xiao-Jun Wu
OriginalPaper 17 June 2020 Pages: 693 - 711
Li-Function Activated Zhang Neural Network for Online Solution of Time-Varying Linear Matrix Inequality
Dongsheng Guo
Xinjie Lin
OriginalPaper 18 June 2020 Pages: 713 - 726
A New Supervised Clustering Framework Using Multi Discriminative Parts and Expectation–Maximization Approach for a Fine-Grained Animal Breed Classification (SC-MPEM)
Divya Meena Sundaram
Agilandeeswari Loganathan
OriginalPaper 18 June 2020 Pages: 727 - 766
An Improved Crow Search Algorithm for Test Data Generation Using Search-Based Mutation Testing
Nishtha Jatana
Bharti Suri
OriginalPaper 20 June 2020 Pages: 767 - 784
Intra-layer Synchronization in Duplex Networks with Time-Varying Delays and Stochastic Perturbations Under Impulsive Control
Jinsen Zhuang
Yan Zhou
Yonghui Xia
OriginalPaper 20 June 2020 Pages: 785 - 804
Multilayer Convolutional Neural Network to Filter Low Quality Content from Quora
Pradeep Kumar Roy
OriginalPaper 21 June 2020 Pages: 805 - 821
SAOSA: Stable Adaptive Optimization for Stacked Auto-encoders
Ali Moradi Vartouni
Mohammad Teshnehlab
Saeed Sedighian Kashi
OriginalPaper 22 June 2020 Pages: 823 - 848
Multi-geometric Sparse Subspace Clustering
Wen-Bo Hu
Xiao-Jun Wu
OriginalPaper 23 June 2020 Pages: 849 - 867
Semi-supervised Learning Algorithm Based on Linear Lie Group for Imbalanced Multi-class Classification
Chengjun Xu
Guobin Zhu
OriginalPaper 23 June 2020 Pages: 869 - 889
Consistent Discriminant Correlation Analysis
Enhao Zhang
Xiaohong Chen
Liping Wang
OriginalPaper 27 June 2020 Pages: 891 - 904
Graph-Theoretic Approach to Finite-Time Synchronization for Fuzzy Cohen–Grossberg Neural Networks with Mixed Delays and Discontinuous Activations
Dongsheng Xu
Chengqiang Xu
Ming Liu
ReviewPaper 28 April 2020 Pages: 905 - 933

Volume 52, Issue 1

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