Ausgabe 18/2020
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)
Inhalt (70 Artikel)
Special issue on extreme learning machine and deep learning networks
Zhihong Man, Guang-Bin Huang
A new intelligent pattern classifier based on deep-thinking
Zhenyi Shen, Zhihong Man, Zhenwei Cao, Jinchuan Zheng
Inverse partitioned matrix-based semi-random incremental ELM for regression
Guoqiang Zeng, Fenxi Yao, Baihai Zhang
Gait recognition using multichannel convolution neural networks
Xiuhui Wang, Jiajia Zhang, Wei Qi Yan
Residual deep PCA-based feature extraction for hyperspectral image classification
Minchao Ye, Chenxi Ji, Hong Chen, Ling Lei, Huijuan Lu, Yuntao Qian
Audiovisual cross-modal material surface retrieval
Zhuokun Liu, Huaping Liu, Wenmei Huang, Bowen Wang, Fuchun Sun
Reinforcement learning and adaptive optimization of a class of Markov jump systems with completely unknown dynamic information
Shuping He, Maoguang Zhang, Haiyang Fang, Fei Liu, Xiaoli Luan, Zhengtao Ding
Object affordance detection with relationship-aware network
Xue Zhao, Yang Cao, Yu Kang
Hierarchical attentive Siamese network for real-time visual tracking
Kang Yang, Huihui Song, Kaihua Zhang, Qingshan Liu
Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes
Jian-Ming Bai, Guang-She Zhao, Hai-Jun Rong
A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua
Shaoping Xiao, Renjie Hu, Zhen Li, Siamak Attarian, Kaj-Mikael Björk, Amaury Lendasse
An event recommendation model using ELM in event-based social network
Boyang Li, Guoren Wang, Yurong Cheng, Yongjiao Sun, Xin Bi
An experimental evaluation of extreme learning machines on several hardware devices
Liang Li, Guoren Wang, Gang Wu, Qi Zhang
Adaptive neural tracking control for automotive engine idle speed regulation using extreme learning machine
Pak Kin Wong, Wei Huang, Chi Man Vong, Zhixin Yang
ELM-based driver torque demand prediction and real-time optimal energy management strategy for HEVs
Jiangyan Zhang, Fuguo Xu, Yahui Zhang, Teilong Shen
Energy management strategy for electric vehicles based on deep Q-learning using Bayesian optimization
Huifang Kong, Jiapeng Yan, Hai Wang, Lei Fan
Fast nonsingular terminal sliding mode control for permanent-magnet linear motor via ELM
Jie Zhang, Hai Wang, Zhenwei Cao, Jinchuan Zheng, Ming Yu, Amirmehdi Yazdani, Farhad Shahnia
Robust surface reconstruction from highly noisy point clouds using distributed elastic networks
Zhenghua Zhou
Hyperspectral image super-resolution using recursive densely convolutional neural network with spatial constraint strategy
Jianwei Zhao, Taoye Huang, Zhenghua Zhou
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
A multi-target corner pooling-based neural network for vehicle detection
Li-Ying Hao, Jie Li, Ge Guo
Extreme-learning-machine-based FNTSM control strategy for electronic throttle
Youhao Hu, Hai Wang, Zhenwei Cao, Jinchuan Zheng, Zhaowu Ping, Long Chen, Xiaozheng Jin
Deep learning approaches for real-time image super-resolution
Pourya Shamsolmoali, M. Emre Celebi, Ruili Wang
Perceptual image quality using dual generative adversarial network
Masoumeh Zareapoor, Huiyu Zhou, Jie Yang
CASR: a context-aware residual network for single-image super-resolution
Yirui Wu, Xiaozhong Ji, Wanting Ji, Yan Tian, Helen Zhou
Arbitrary-oriented object detection via dense feature fusion and attention model for remote sensing super-resolution image
Fuhao Zou, Wei Xiao, Wanting Ji, Kunkun He, Zhixiang Yang, Jingkuan Song, Helen Zhou, Kai Li
A novel super-resolution CT image reconstruction via semi-supervised generative adversarial network
Xin Jiang, Mingzhe Liu, Feixiang Zhao, Xianghe Liu, Helen Zhou
GAN-Poser: an improvised bidirectional GAN model for human motion prediction
Deepak Kumar Jain, Masoumeh Zareapoor, Rachna Jain, Abhishek Kathuria, Shivam Bachhety
Spatiotemporal saliency-based multi-stream networks with attention-aware LSTM for action recognition
Zhenbing Liu, Zeya Li, Ruili Wang, Ming Zong, Wanting Ji
Trainable TV- model as recurrent nets for low-level vision
Yuqiang Fang, Zhihao Ma, Hao Zheng, Wanting Ji
A self-attention-based destruction and construction learning fine-grained image classification method for retail product recognition
Wenyong Wang, Yongcheng Cui, Guangshun Li, Chuntao Jiang, Song Deng
Evaluating the retest reproducibility of intrinsic connectivity network using multivariate correlation coefficient
Junhui Gong, Xiaoyan Liu, Gang Sun, Jiansong Zhou
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, Shuai Song, Zhen Wang
A hybrid representation-based simile component extraction
Da Ren, Pengfei Zhang, Qing Li, Xiaohui Tao, Junying Chen, Yi Cai
Robust control based on adaptive neural network for Rotary inverted pendulum with oscillation compensation
Seyed Hassan Zabihifar, Arkady Semenovich Yushchenko, Hamed Navvabi
Predicting ground vibration induced by rock blasting using a novel hybrid of neural network and itemset mining
Maryam Amiri, Mahdi Hasanipanah, Hassan Bakhshandeh Amnieh
A novel hybrid GWO with WOA for global numerical optimization and solving pressure vessel design
Hardi Mohammed, Tarik Rashid
Constructing domain-dependent sentiment dictionary for sentiment analysis
Murtadha Ahmed, Qun Chen, Zhanhuai Li
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, Ping Xie, Fuchun Sun, Xiaolei Li, Shuhuan Wen
DeNNeS: deep embedded neural network expert system for detecting cyber attacks
Samaneh Mahdavifar, Ali A. Ghorbani
On defending against label flipping attacks on malware detection systems
Rahim Taheri, Reza Javidan, Mohammad Shojafar, Zahra Pooranian, Ali Miri, Mauro Conti
Breadth search strategies for finding minimal reducts: towards hardware implementation
Mateusz Choromański, Tomasz Grześ, Piotr Hońko
Cloud customers service selection scheme based on improved conventional cat swarm optimization
Danlami Gabi, Abdul Samad Ismail, Anazida Zainal, Zalmiyah Zakaria, Ajith Abraham, Nasiru Muhammed Dankolo
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, Nur Shazwani Muhammad, Junaidah Ariffin
Predicting hydrogen storage capacity of metal–organic frameworks using group method of data handling
Saeid Atashrouz, Mohammad Rahmani
A deep learning approach to evaluate intestinal fibrosis in magnetic resonance imaging models
Ian Morilla
Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks
Michael Christopher Melnychuk, Peter R. Murphy, Ian H. Robertson, Joshua H. Balsters, Paul M. Dockree
Urban traffic flows forecasting by recurrent neural networks with spiral structures of layers
Vasiliy Osipov, Victor Nikiforov, Nataly Zhukova, Dmitriy Miloserdov
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, Taoreed O. Owolabi, Mohd R. Johan, R. Saidur, Sunday O. Olatunji, Zaira Chowdbury
DFPhaseFL: a robust device-free passive fingerprinting wireless localization system using CSI phase information
Xinping Rao, Zhi Li, Yanbo Yang, Shengyang Wang
Optimum profit-driven churn decision making: innovative artificial neural networks in telecom industry
Ruholla Jafari-Marandi, Joshua Denton, Adnan Idris, Brian K. Smith, Abbas Keramati
KGAnet: a knowledge graph attention network for enhancing natural language inference
Meina Song, Wen Zhao, E. HaiHong
A neural network structure specified for representing and storing logical relations
Gang Wang
Study of correlation between the steels susceptibility to hydrogen embrittlement and hydrogen thermal desorption spectroscopy using artificial neural network
Evgenii Malitckii, Eric Fangnon, Pedro Vilaça
Global and local multi-view multi-label learning with incomplete views and labels
Changming Zhu, Panhong Wang, Lin Ma, Rigui Zhou, Lai Wei
Using deep learning for short-term load forecasting
Nadjib Mohamed Mehdi Bendaoud, Nadir Farah
Transforming view of medical images using deep learning
Nitesh Pradhan, Vijaypal Singh Dhaka, Geeta Rani, Himanshu Chaudhary
Multi-cohort intelligence algorithm for solving advanced manufacturing process problems
Apoorva S. Shastri, Aniket Nargundkar, Anand J. Kulkarni, Kamal Kumar Sharma
A novel trigonometric operation-based q-rung orthopair fuzzy aggregation operator and its fundamental properties
Harish Garg
A multi-stage learning-based fuzzy cognitive maps for tobacco use
Pınar Kocabey Çiftçi, Zeynep Didem Unutmaz Durmuşoğlu
A generative adversarial network with adaptive constraints for multi-focus image fusion
Jun Huang, Zhuliang Le, Yong Ma, Xiaoguang Mei, Fan Fan
Neural network-based design and evaluation of performance metrics using adaptive line enhancer with adaptive algorithms for auscultation analysis
S. Rajkumar, K. Sathesh, Neeraj Kumar Goyal
Application of fuzzy logic-based MPPT technique for harvesting the heat energy dissipated by the wind generator stator windings to power single-phase AC grid systems
Rakesh Thankakan, Edward Rajan Samuel Nadar
Fault classification in three-phase motors based on vibration signal analysis and artificial neural networks
Ronny Francis Ribeiro Junior, Fabrício Alves de Almeida, Guilherme Ferreira Gomes
Formula-E race strategy development using artificial neural networks and Monte Carlo tree search
Xuze Liu, Abbas Fotouhi
Handwritten word recognition using lottery ticket hypothesis based pruned CNN model: a new benchmark on CMATERdb2.1.2
Samir Malakar, Sayantan Paul, Soumyadeep Kundu, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri
Predictive reliability and validity of hospital cost analysis with dynamic neural network and genetic algorithm
Le Hoang Son, Angelo Ciaramella, Duong Thi Thu Huyen, Antonino Staiano, Tran Manh Tuan, Pham Van Hai
Thresholded ConvNet ensembles: neural networks for technical forecasting
Sid Ghoshal, Stephen Roberts
A hybrid genetic algorithm for scientific workflow scheduling in cloud environment
Hatem Aziza, Saoussen Krichen