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Neurocomputing, Volume 360
Volume 360, September 2019
- Ignacio Cordón

, Julián Luengo
, Salvador García
, Francisco Herrera, Francisco Charte:
Smartdata: Data preprocessing to achieve smart data in R. 1-13 - Jingang Zhao

, Minggang Gan, Chi Zhang
:
Event-triggered H∞ optimal control for continuous-time nonlinear systems using neurodynamic programming. 14-24 - Li Zhang, Hong Li, Xianguang Kong:

Evolving feedforward artificial neural networks using a two-stage approach. 25-36 - Guangming Shi, Wenfei Wan, Jinjian Wu, Xuemei Xie

, Weisheng Dong, Hong Ren Wu
:
SISRSet: Single image super-resolution subjective evaluation test and objective quality assessment. 37-51 - Yan Gan, Kedi Liu, Mao Ye

, Yang Qian:
Generative adversarial networks with augmentation and penalty. 52-60 - Xuehui Wu, Xiaobo Lu

, Henry Leung:
Video smoke separation and detection via sparse representation. 61-74 - Jingtao Guo, Yi Liu:

Image completion using structure and texture GAN network. 75-84 - Jing Yang

, Yingqing Guo, Wanli Zhao
:
Long short-term memory neural network based fault detection and isolation for electro-mechanical actuators. 85-96 - Yin Cheng

, Luobao Zou, Zhiwei Zhuang, Jingwei Liu, Bin Xu, Weidong Zhang
:
An extensible approach for real-time bidding with model-free reinforcement learning. 97-106 - Kang Wang

, Kenli Li, Liqian Zhou, Yikun Hu, Zhongyao Cheng, Jing Liu, Cen Chen:
Multiple convolutional neural networks for multivariate time series prediction. 107-119 - Pengbiao Wang

, Guang-Hong Yang
, Yingnan Pan:
Event-triggered reliable dissipative filtering for nonlinear networked control systems. 120-130 - Tao Han, Zhi-Hong Guan

, Bo Xiao, Jie Wu
, Xi Chen:
Distributed output consensus of heterogeneous multi-agent systems via an output regulation approach. 131-137 - Huilin Xu, Hongyan Zhang

, Wei He
, Liangpei Zhang
:
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. 138-150 - A. Costa-García, Eduardo Iáñez

, Antonio J. del Ama
, Ángel Gil-Agudo, José María Azorín:
EEG model stability and online decoding of attentional demand during gait using gamma band features. 151-162 - Siming Cong

, Lu Liu, Dan Wang
, Zhouhua Peng, Yibo Zhang
:
Modular neural dynamic surface control for position tracking of permanent magnet synchronous motor subject to unknown uncertainties. 163-171 - Shuai Song

, Baoyong Zhang
, Xiaona Song
, Zhengqiang Zhang:
Adaptive neuro-fuzzy backstepping dynamic surface control for uncertain fractional-order nonlinear systems. 172-184 - Zijian Guo, Yiming Wan, Hao Ye:

A data imputation method for multivariate time series based on generative adversarial network. 185-197 - Han Bin Bae, Minseop Park, Rhee Man Kil, Hee Yong Youn

:
Classifying heart conditions based on class probability output networks. 198-208 - Yan Zhang

, Yanyun Qu
, Cuihua Li, Yunqi Lei, Jianping Fan:
Ontology-driven hierarchical sparse coding for large-scale image classification. 209-219 - Fuzhen Li, Zhenfeng Zhu, Xingxing Zhang, Jian Cheng, Yao Zhao:

Diffusion induced graph representation learning. 220-229 - Lizhe Liu, Danhua Cao, Yubin Wu, Taoran Wei:

Defective samples simulation through adversarial training for automatic surface inspection. 230-245 - Lei Liu

, Saeed Amirgholipour, Jie Jiang, Wenjing Jia
, Michelle Zeibots, Xiangjian He
:
Performance-enhancing network pruning for crowd counting. 246-253 - Jiehan Liu, Chaoli Wang, Xuan Cai

:
Global finite-time event-triggered consensus for a class of second-order multi-agent systems with the power of positive odd rational number and quantized control inputs. 254-264 - Nan Jiang, Sheng Jin

, Changshui Zhang:
Hierarchical automatic curriculum learning: Converting a sparse reward navigation task into dense reward. 265-278 - Ding Shen, YouXi Lin, Zhiying Ren

, Qun Li:
Robust and efficient GMM-based free-form parts registration via bi-directional distance. 279-293 - Ioannis E. Livieris

, Panagiotis E. Pintelas:
An adaptive nonmonotone active set - weight constrained - neural network training algorithm. 294-303

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