Ausgabe 10/2020
Special Issue on Neural Computing and Applications in cyber intelligence: ATCI 2019 (pp. 5313-5530)/Advances in Parallel and Distributed Computing for Neural Computing(pp.5531-5734)
Inhalt (79 Artikel)
Special issue on Neural Computing and Applications in cyber intelligence: ATCI 2019
Zheng Xu, Jemal Abawajy
Application of improved adaptive Kalman filter in China’s interest rate market
Qisong Zhang, Xuebiao Wang, Xin Zhou, Qian Chen
Application of KPCA and AdaBoost algorithm in classification of functional magnetic resonance imaging of Alzheimer’s disease
Zhao Fan, Fanyu Xu, Cai Li, Lili Yao
Convolution operators for visual tracking based on spatial–temporal regularization
Peng Wang, Mengyu Sun, Haiyan Wang, Xiaoyan Li, Yongxia Yang
RETRACTED ARTICLE: Research on intelligent knowledge representation method and algorithm based on basic-element theory
Ruo Hu, Huajia Wang, Hong Xu, Hui-min Zhao
RETRACTED ARTICLE: Risk analysis method of bank microfinance based on multiple genetic artificial neural networks
Xiong Zhong, Sheng Zhou
Stock price forecast based on combined model of ARI-MA-LS-SVM
Chenglin Xiao, Weili Xia, Jijiao Jiang
Group behavior recognition based on deep hierarchical network
Shuhan Qiao, Lukun Wang, Zhiyong Gao
Unstructured big data analysis algorithm and simulation of Internet of Things based on machine learning
Rui Hou, YanQiang Kong, Bing Cai, Huan Liu
Multi-way matching based fine-grained sentiment analysis for user reviews
Xin Guo, Geng Zhang, Suge Wang, Qian Chen
Diagnosis model of pancreatic cancer based on fusion of distribution estimation algorithm and genetic algorithm
Xusheng Wang, Xiaofeng Li, Xing Chen, Congjun Cao
Multimodality registration for ocular multispectral images via co-embedding
Yan Zhang, Jian Lian, Weikuan Jia, Chengjiang Li, Yuanjie Zheng
Spectral classification of ecological spatial polarization SAR image based on target decomposition algorithm and machine learning
Guobin Chen, Lukun Wang, M. M. Kamruzzaman
Application and comparison of several machine learning algorithms and their integration models in regression problems
Jui-Chan Huang, Kuo-Min Ko, Ming-Hung Shu, Bi-Min Hsu
Real-time behavior detection and judgment of egg breeders based on YOLO v3
Juan Wang, Nan Wang, Lihua Li, Zhenhui Ren
Research on key technology of pavement object recognition based on machine learning
Huanbing Gao, Liyan Yuan
Embedded adaptive cross-modulation neural network for few-shot learning
Peng Wang, Jun Cheng, Fusheng Hao, Lei Wang, Wei Feng
Output feedback fault-tolerant control for a class of nonlinear systems via dynamic gain and neural network
Xiaoye Xi, Tingzhang Liu, Jianfei Zhao, Limin Yan
Editorial introduction: special issue on advances in parallel and distributed computing for neural computing
Jianguo Chen, Ahmad Salah
Workload-driven coordination between virtual machine allocation and task scheduling
Zheng Xiao, Bangyong Wang, Xing Li, Jiayi Du
QL-HEFT: a novel machine learning scheduling scheme base on cloud computing environment
Zhao Tong, Xiaomei Deng, Hongjian Chen, Jing Mei, Hong Liu
Optimizing partitioned CSR-based SpGEMM on the Sunway TaihuLight
Yuedan Chen, Guoqing Xiao, Wangdong Yang
Prediction of mechanical properties of micro-alloyed steels via neural networks learned by water wave optimization
Ao Liu, Peng Li, Weiliang Sun, Xudong Deng, Weigang Li, Yuntao Zhao, Bo Liu
Multifractal detrended fluctuation analysis parallel optimization strategy based on openMP for image processing
Xiaoyong Tang, Xiaopan Yang, Fan Wu
Trust-based security routing mechanism in mobile social networks
Shuang Yang, Xingwei Wang, Shuang Zhang, Bo Yi, Min Huang
Parallel multi-view concept clustering in distributed computing
Hao Wang, Yan Yang, Xiaobo Zhang, Bo Peng
Multi-task cascade deep convolutional neural networks for large-scale commodity recognition
Xiaofeng Zou, Liqian Zhou, Kenli Li, Aijia Ouyang, Cen Chen
A monetary policy prediction model based on deep learning
Minrong Lu
An end-to-end CNN and LSTM network with 3D anchors for mitotic cell detection in 4D microscopic images and its parallel implementation on multiple GPUs
Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Wei Xiong, Yen-Wei Chen
A reformed task scheduling algorithm for heterogeneous distributed systems with energy consumption constraints
Yikun Hu, Jinghong Li, Ligang He
Hierarchical attributes learning for pedestrian re-identification via parallel stochastic gradient descent combined with momentum correction and adaptive learning rate
Keyang Cheng, Fei Tao, Yongzhao Zhan, Maozhen Li, Kenli Li
Research on an olfactory neural system model and its applications based on deep learning
Jin Zhang, Tiantian Tian, Shengchun Wang, Xiaofei Liu, Xuanyu Shu, Ying Wang
Fingerprint pattern identification and classification approach based on convolutional neural networks
Fan Wu, Juelin Zhu, Xiaomeng Guo
Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction
Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián Ríos
Neural controller for the smoothness of continuous signals: an electrical grid example
Eduardo Matallanas, Manuel Castillo-Cagigal, Estefanía Caamaño-Martín, Álvaro Gutiérrez
Mathematical modeling and intelligent optimization of submerged arc welding process parameters using hybrid PSO-GA evolutionary algorithms
Ankush Choudhary, Manoj Kumar, Munish Kumar Gupta, Deepak Kumar Unune, Mozammel Mia
Detection and segmentation of iron ore green pellets in images using lightweight U-net deep learning network
Jiaxu Duan, Xiaoyan Liu, Xin Wu, Chuangang Mao
A self-adaptive estimation of distribution algorithm with differential evolution strategy for supermarket location problem
Bing-Hai Zhou, Fen Tan
Ultimate boundedness of discrete stochastic time-delay systems with logic impulses
Zhenhua He, Jitao Sun
Collaborative representation-based discriminant neighborhood projections for face recognition
Guoqiang Wang, Nianfeng Shi
Fuzzy logic-based modelling of yield strength of as-cast A356 alloy
Vladimir Tarasov, He Tan, Anders E. W. Jarfors, Salem Seifeddine
Pedestrian detection via deep segmentation and context network
Zhaoqing Li, Zhenxue Chen, Q. M. Jonathan Wu, Chengyun Liu
A novel (U)MIDAS-SVR model with multi-source market sentiment for forecasting stock returns
Qifa Xu, Liukai Wang, Cuixia Jiang, Yezheng Liu
Transfer learning features for predicting aesthetics through a novel hybrid machine learning method
Adrian Carballal, Carlos Fernandez-Lozano, Jonathan Heras, Juan Romero
Amelioration of task scheduling in cloud computing using crow search algorithm
K. R. Prasanna Kumar, K. Kousalya
Statistical modelling and parametric optimization in document fragmentation
R. Kalaiselvi, K. Kousalya
Improved social spider optimization algorithm for optimal reactive power dispatch problem with different objectives
Thang Trung Nguyen, Dieu Ngoc Vo
Ensemble feature selection for high-dimensional data: a stability analysis across multiple domains
Barbara Pes
Neural network approach based on a bilevel optimization for the prediction of underground blast-induced ground vibration amplitudes
Gustavo Paneiro, Fernando O. Durão, Matilde Costa e Silva, Pedro A. Bernardo
Lagrangian twin parametric insensitive support vector regression (LTPISVR)
Deepak Gupta, Kamalini Acharjee, Bharat Richhariya
Two-dimensional joint local and nonlocal discriminant analysis-based 2D image feature extraction for deep learning
Jianbo Yu, Haiqiang Liu, Xiaoyun Zheng
High-accuracy numerical methods for a parabolic system in air pollution modeling
Venelin Todorov, Juri Kandilarov, Ivan Dimov, Luben Vulkov
Efficient dynamic performance of brushless DC motor using soft computing approaches
Mahmoud M. ELkholy, Enas A. El-Hay
SPN: short path network for scene text detection
Yuanqiang Cai, Weiqiang Wang, Haiqing Ren, Ke Lu
On large appearance change in visual tracking
Yun Liang, Mei-hua Wang, Yan-wen Guo, Wei-shi Zheng
A transfer convolutional neural network for fault diagnosis based on ResNet-50
Long Wen, Xinyu Li, Liang Gao
Intrusion detection system based on a modified binary grey wolf optimisation
Qusay M. Alzubi, Mohammed Anbar, Zakaria N. M. Alqattan, Mohammed Azmi Al-Betar, Rosni Abdullah
Detecting tumours by segmenting MRI images using transformed differential evolution algorithm with Kapur’s thresholding
Meera Ramadas, Ajith Abraham
Shear strength prediction of FRP reinforced concrete members using generalized regression neural network
Md Shah Alam, Uneb Gazder
Multi-modal forest optimization algorithm
Mohanna Orujpour, Mohammad-Reza Feizi-Derakhshi, Taymaz Rahkar-Farshi
Event-triggered asynchronous distributed optimization algorithm with heterogeneous time-varying step-sizes
Tangtang Xie, Guo Chen, Xiaofeng Liao
A set of efficient heuristics for a home healthcare problem
Amir Mohammad Fathollahi-Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili
A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems
Absalom E. Ezugwu, Olawale J. Adeleke, Andronicus A. Akinyelu, Serestina Viriri
Novel computing paradigms for parameter estimation in power signal models
Ammara Mehmood, Naveed Ishtiaq Chaudhary, Aneela Zameer, Muhammad Asif Zahoor Raja
Multi-scale multi-block covariance descriptor with feature selection
Abdelmalik Moujahid, Fadi Dornaika
Facial expression recognition with dynamic cascaded classifier
Abubakar M. Ashir, Alaa Eleyan, Bayram Akdemir
Multiple attribute group decision making using J-divergence and evidential reasoning theory under intuitionistic fuzzy environment
Yingjun Zhang, Shaohai Hu, Wei Zhou
Decomposition algorithm for depth image of human health posture based on brain health
Bowen Luo, Ying Sun, Gongfa Li, Disi Chen, Zhaojie Ju
Surface EMG hand gesture recognition system based on PCA and GRNN
Jinxian Qi, Guozhang Jiang, Gongfa Li, Ying Sun, Bo Tao
Novel chroma subsampling patterns for wireless capsule endoscopy compression
Caren Babu, D. Abraham Chandy, P. Karthigaikumar
Assessing gender bias in machine translation: a case study with Google Translate
Marcelo O. R. Prates, Pedro H. Avelar, Luís C. Lamb
SRTM: a supervised relation topic model for multi-classification on large-scale document network
Chunshan Li, Hua Zhang, Dianhui Chu, Xiaofei Xu
FEMa: a finite element machine for fast learning
Danilo R. Pereira, Marco Antonio Piteri, André N. Souza, João Paulo Papa, Hojjat Adeli
A compact Crank–Nicholson scheme for the numerical solution of fuzzy time fractional diffusion equations
Hamzeh Zureigat, Ahmad Izani Ismail, Saratha Sathasivam
Correction to: Analysis and design of genetic algorithm-based cascade control strategy for improving the dynamic performance of interleaved DC–DC SEPIC PFC converter
C. Komathi, Mallapu Gopinath Umamaheswari
Correction to: Emotion recognition based on physiological signals using brain asymmetry index and echo state network
Fuji Ren, Yindong Dong, Wei Wang