Volume 32, Issue 18 | Neural Computing and Applications

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Volume 32, Issue 18

September 2020

Special Issue on Extreme Learning Machine and Deep Learning Networks (pp.14241/14518)/ Deep Learning Approaches for Real-Time Image Super-Resolution (DLRSR)(pp. 14519/14622)

70 articles in this issue

Special issue on extreme learning machine and deep learning networks
Zhihong Man
Guang-Bin Huang
Editorial 27 July 2020 Pages: 14241 - 14245
A new intelligent pattern classifier based on deep-thinking
Zhenyi Shen
Zhihong Man
Jinchuan Zheng
Extreme Learning Machine and Deep Learning Networks 13 September 2019 Pages: 14247 - 14261
Inverse partitioned matrix-based semi-random incremental ELM for regression
Guoqiang Zeng
Fenxi Yao
Baihai Zhang
Extreme Learning Machine and Deep Learning Networks 11 June 2019 Pages: 14263 - 14274
Gait recognition using multichannel convolution neural networks
Xiuhui Wang
Jiajia Zhang
Wei Qi Yan
Extreme Learning Machine and Deep Learning Networks 19 October 2019 Pages: 14275 - 14285
Residual deep PCA-based feature extraction for hyperspectral image classification
Minchao Ye
Chenxi Ji
Yuntao Qian
Extreme Learning Machine and Deep Learning Networks 18 October 2019 Pages: 14287 - 14300
Audiovisual cross-modal material surface retrieval
Zhuokun Liu
Huaping Liu
Fuchun Sun
Extreme Learning Machine and Deep Learning Networks 27 September 2019 Pages: 14301 - 14309
Reinforcement learning and adaptive optimization of a class of Markov jump systems with completely unknown dynamic information
Shuping He
Maoguang Zhang
Zhengtao Ding
Extreme Learning Machine and Deep Learning Networks 09 April 2019 Pages: 14311 - 14320
Object affordance detection with relationship-aware network
Xue Zhao
Yang Cao
Yu Kang
Extreme Learning Machine and Deep Learning Networks 04 July 2019 Pages: 14321 - 14333
Hierarchical attentive Siamese network for real-time visual tracking
Kang Yang
Huihui Song
Qingshan Liu
Extreme Learning Machine and Deep Learning Networks 21 May 2019 Pages: 14335 - 14346
Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes
Jian-Ming Bai
Guang-She Zhao
Hai-Jun Rong
Extreme Learning Machine and Deep Learning Networks 10 September 2019 Pages: 14347 - 14358
A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua
Shaoping Xiao
Renjie Hu
Amaury Lendasse
Extreme Learning Machine and Deep Learning Networks 18 September 2019 Pages: 14359 - 14373
An event recommendation model using ELM in event-based social network
Boyang Li
Guoren Wang
Xin Bi
Extreme Learning Machine and Deep Learning Networks 29 July 2019 Pages: 14375 - 14384
An experimental evaluation of extreme learning machines on several hardware devices
Liang Li
Guoren Wang
Qi Zhang
Extreme Learning Machine and Deep Learning Networks 12 September 2019 Pages: 14385 - 14397
Adaptive neural tracking control for automotive engine idle speed regulation using extreme learning machine
Pak Kin Wong
Wei Huang
Zhixin Yang
Extreme Learning Machine and Deep Learning Networks 07 September 2019 Pages: 14399 - 14409
ELM-based driver torque demand prediction and real-time optimal energy management strategy for HEVs
Jiangyan Zhang
Fuguo Xu
Teilong Shen
Extreme Learning Machine and Deep Learning Networks 23 May 2019 Pages: 14411 - 14429
Energy management strategy for electric vehicles based on deep Q-learning using Bayesian optimization
Huifang Kong
Jiapeng Yan
Lei Fan
Extreme Learning Machine and Deep Learning Networks 24 October 2019 Pages: 14431 - 14445
Fast nonsingular terminal sliding mode control for permanent-magnet linear motor via ELM
Jie Zhang
Hai Wang
Farhad Shahnia
Extreme Learning Machine and Deep Learning Networks 24 September 2019 Pages: 14447 - 14457
Robust surface reconstruction from highly noisy point clouds using distributed elastic networks
Zhenghua Zhou
Extreme Learning Machine and Deep Learning Networks 09 August 2019 Pages: 14459 - 14470
Hyperspectral image super-resolution using recursive densely convolutional neural network with spatial constraint strategy
Jianwei Zhao
Taoye Huang
Zhenghua Zhou
Extreme Learning Machine and Deep Learning Networks 06 September 2019 Pages: 14471 - 14481
Extreme learning machine-based super-twisting repetitive control for aperiodic disturbance, parameter uncertainty, friction, and backlash compensations of a brushless DC servo motor
Raymond Chuei
Zhenwei Cao
S.I. : Extreme Learning Machine and Deep Learning Networks 14 May 2020 Pages: 14483 - 14495
A multi-target corner pooling-based neural network for vehicle detection
Li-Ying Hao
Jie Li
Ge Guo
Extreme Learning Machine and Deep Learning Networks 14 September 2019 Pages: 14497 - 14506
Extreme-learning-machine-based FNTSM control strategy for electronic throttle
Youhao Hu
Hai Wang
Xiaozheng Jin
Extreme Learning Machine and Deep Learning Networks 29 August 2019 Pages: 14507 - 14518
Deep learning approaches for real-time image super-resolution
Pourya Shamsolmoali
M. Emre Celebi
Ruili Wang
Editorial 15 July 2020 Pages: 14519 - 14520
Perceptual image quality using dual generative adversarial network
Masoumeh Zareapoor
Huiyu Zhou
Jie Yang
Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 17 May 2019 Pages: 14521 - 14531
CASR: a context-aware residual network for single-image super-resolution
Yirui Wu
Xiaozhong Ji
Helen Zhou
Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 20 November 2019 Pages: 14533 - 14548
Arbitrary-oriented object detection via dense feature fusion and attention model for remote sensing super-resolution image
Fuhao Zou
Wei Xiao
Kai Li
S.I. : Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 07 May 2020 Pages: 14549 - 14562
A novel super-resolution CT image reconstruction via semi-supervised generative adversarial network
Xin Jiang
Mingzhe Liu
Helen Zhou
S.I. : Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 02 May 2020 Pages: 14563 - 14578
GAN-Poser: an improvised bidirectional GAN model for human motion prediction
Deepak Kumar Jain
Masoumeh Zareapoor
Shivam Bachhety
S.I.: Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 29 April 2020 Pages: 14579 - 14591
Spatiotemporal saliency-based multi-stream networks with attention-aware LSTM for action recognition
Zhenbing Liu
Zeya Li
Wanting Ji
S.I. : Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 07 July 2020 Pages: 14593 - 14602
Trainable TV-\(L^1\) model as recurrent nets for low-level vision
Yuqiang Fang
Zhihao Ma
Wanting Ji
S.I. : Deep Learning Approaches for Realtime Image Super Resolution (DLRSR) 06 July 2020 Pages: 14603 - 14611
A self-attention-based destruction and construction learning fine-grained image classification method for retail product recognition
Wenyong Wang
Yongcheng Cui
Song Deng
S.I. : Deep Learning Approaches for RealTime Image Super Resolution (DLRSR) 10 July 2020 Pages: 14613 - 14622
Evaluating the retest reproducibility of intrinsic connectivity network using multivariate correlation coefficient
Junhui Gong
Xiaoyan Liu
Jiansong Zhou
Original Article 16 March 2020 Pages: 14623 - 14638
State estimation of T–S fuzzy Markovian generalized neural networks with reaction–diffusion terms: a time-varying nonfragile proportional retarded sampled-data control scheme
Xiaona Song
Jingtao Man
Zhen Wang
Original Article 11 March 2020 Pages: 14639 - 14653
A hybrid representation-based simile component extraction
Da Ren
Pengfei Zhang
Yi Cai
Original Article 05 March 2020 Pages: 14655 - 14665
Robust control based on adaptive neural network for Rotary inverted pendulum with oscillation compensation
Seyed Hassan Zabihifar
Arkady Semenovich Yushchenko
Hamed Navvabi
Original Article 06 March 2020 Pages: 14667 - 14679
Predicting ground vibration induced by rock blasting using a novel hybrid of neural network and itemset mining
Maryam Amiri
Mahdi Hasanipanah
Hassan Bakhshandeh Amnieh
Original Article 09 March 2020 Pages: 14681 - 14699
A novel hybrid GWO with WOA for global numerical optimization and solving pressure vessel design
Hardi Mohammed
Tarik Rashid
Original Article 10 March 2020 Pages: 14701 - 14718
Constructing domain-dependent sentiment dictionary for sentiment analysis
Murtadha Ahmed
Qun Chen
Zhanhuai Li
Original Article 11 March 2020 Pages: 14719 - 14732
H-infinity stability analysis and output feedback control for fuzzy stochastic networked control systems with time-varying communication delays and multipath packet dropouts
Zhiming Zhang
Wei Zheng
Shuhuan Wen
Original Article 14 March 2020 Pages: 14733 - 14751
DeNNeS: deep embedded neural network expert system for detecting cyber attacks
Samaneh Mahdavifar
Ali A. Ghorbani
Original Article 28 March 2020 Pages: 14753 - 14780
On defending against label flipping attacks on malware detection systems
Rahim Taheri
Reza Javidan
Mauro Conti
Original Article Open access 28 July 2020 Pages: 14781 - 14800
Breadth search strategies for finding minimal reducts: towards hardware implementation
Mateusz Choromański
Tomasz Grześ
Piotr Hońko
Original Article Open access 19 March 2020 Pages: 14801 - 14816
Cloud customers service selection scheme based on improved conventional cat swarm optimization
Danlami Gabi
Abdul Samad Ismail
Nasiru Muhammed Dankolo
Original Article Open access 17 March 2020 Pages: 14817 - 14838
Development of riverbank erosion rate predictor for natural channels using NARX-QR Factorization model: a case study of Sg. Bernam, Selangor, Malaysia
Azlinda Saadon
Jazuri Abdullah
Junaidah Ariffin
Original Article 14 March 2020 Pages: 14839 - 14849
Predicting hydrogen storage capacity of metal–organic frameworks using group method of data handling
Saeid Atashrouz
Mohammad Rahmani
Original Article 30 March 2020 Pages: 14851 - 14864
A deep learning approach to evaluate intestinal fibrosis in magnetic resonance imaging models
Ian Morilla
Original Article 16 March 2020 Pages: 14865 - 14874
Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks
Michael Christopher Melnychuk
Peter R. Murphy
Paul M. Dockree
Original Article 30 March 2020 Pages: 14875 - 14884
Urban traffic flows forecasting by recurrent neural networks with spiral structures of layers
Vasiliy Osipov
Victor Nikiforov
Dmitriy Miloserdov
Original Article 13 March 2020 Pages: 14885 - 14897
A support vector regression model for the prediction of total polyaromatic hydrocarbons in soil: an artificial intelligent system for mapping environmental pollution
Adeola A. Akinpelu
Md. Eaqub Ali
Zaira Chowdbury
Original Article 27 March 2020 Pages: 14899 - 14908
DFPhaseFL: a robust device-free passive fingerprinting wireless localization system using CSI phase information
Xinping Rao
Zhi Li
Shengyang Wang
Original Article 28 March 2020 Pages: 14909 - 14927