Ausgabe 1/2020
Special Issue: IWANN 2017
Inhalt (45 Artikel)
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
Application of Quantile Graphs to the Automated Analysis of EEG Signals
Andriana S. L. O. Campanharo, Erwin Doescher, Fernando M. Ramos
Fuzzy Time Series Models Using Pliant- and Asymptotically Pliant Arithmetic-Based Inference
József Dombi, Tamás Jónás, Zsuzsanna E. Tóth
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing
M. Dorado-Moreno, P. A. Gutiérrez, L. Cornejo-Bueno, L. Prieto, S. Salcedo-Sanz, C. Hervás-Martínez
Machine Learning Nowcasting of PV Energy Using Satellite Data
Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro
An Evaluation of Equity Premium Prediction Using Multiple Kernel Learning with Financial Features
Argimiro Arratia, Lluís A. Belanche, Luis Fábregues
Time Series, Spectral Densities and Robust Functional Clustering
D. Rivera-García, L. A. García-Escudero, A. Mayo-Iscar, J. Ortega
Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems
Sibo Yang, Chao Zhang, Yuan Bao, Jie Yang, Wei Wu
Deep Learning Neural Network for Unconventional Images Classification
Wei Xu, Hamid Parvin, Hadi Izadparast
A Context Based Deep Temporal Embedding Network in Action Recognition
Maryam Koohzadi, Nasrollah Moghadam Charkari
Optimal Control Based on Neuro Estimator for Fractional Order Uncertain Non-linear Continuous-Time Systems
Gholamreza Nassajian, Saeed Balochian
Remerging Feigenbaum Trees, Coexisting Behaviors and Bursting Oscillations in a Novel 3D Generalized Hopfield Neural Network
Z. Tabekoueng Njitacke, C. Laura Matze, M. Fouodji Tsotsop, J. Kengne
Finite-Time Synchronization of Hybrid-Coupled Delayed Dynamic Networks via Aperiodically Intermittent Control
Taiyan Jing, Daoyuan Zhang, Tailong Jing
Dual-Path Part-Level Method for Visible–Infrared Person Re-identification
Xuezhi Xiang, Ning Lv, Mingliang Zhai, Rokia Abdeen, Abdulmotaleb El Saddik
Semantic Image Segmentation with Improved Position Attention and Feature Fusion
Hegui Zhu, Yan Miao, Xiangde Zhang
Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems
Parvın Bulucu, Mehmet Uğur Soydemir, Savaş Şahin, Aykut Kocaoğlu, Cüneyt Güzeliş
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
Quantized Control for Synchronization of Delayed Fractional-Order Memristive Neural Networks
Yingjie Fan, Xia Huang, Zhen Wang, Jianwei Xia, Hao Shen
Fukunaga–Koontz Convolutional Network with Applications on Character Classification
Bernardo B. Gatto, Eulanda M. dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos
Fixed-Time Lag Synchronization Analysis for Delayed Memristor-Based Neural Networks
Xiahedan Haliding, Haijun Jiang, Abdujelil Abdurahman, Cheng Hu
Global Exponential Stability of Hybrid Non-autonomous Neural Networks with Markovian Switching
Chenhui Zhao, Donghui Guo
Adaptive Sampled-Data Observer Design for a Class of Nonlinear Systems with Unknown Hysteresis
Pengpeng Li, Yanjun Shen
Latent-MVCNN: 3D Shape Recognition Using Multiple Views from Pre-defined or Random Viewpoints
Qian Yu, Chengzhuan Yang, Honghui Fan, Hui Wei
PSSA: Polar Coordinate Salp Swarm Algorithm for Curve Design Problems
Zhehong Xiang, Yongquan Zhou, Qifang Luo, Chunming Wen
Anti-synchronization of a Class Of Fuzzy Memristive Competitive Neural Networks with Different Time Scales
Shanshan Ren, Yong Zhao, Yonghui Xia
Wireless Sensor Network Based Smart Grid Supported by a Cognitively Driven Load Management Decision Making
Arifa Sultana, Aroop Bardalai, Kandarpa Kumar Sarma
Li-Function Activated Zhang Neural Network for Online Solution of Time-Varying Linear Matrix Inequality
Dongsheng Guo, Xinjie Lin
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
An Improved Crow Search Algorithm for Test Data Generation Using Search-Based Mutation Testing
Nishtha Jatana, Bharti Suri
Intra-layer Synchronization in Duplex Networks with Time-Varying Delays and Stochastic Perturbations Under Impulsive Control
Jinsen Zhuang, Yan Zhou, Yonghui Xia
SAOSA: Stable Adaptive Optimization for Stacked Auto-encoders
Ali Moradi Vartouni, Mohammad Teshnehlab, Saeed Sedighian Kashi
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