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ORCIDNeurocomputing, Volume 456
Volume 456, October 2021
- Yuhong He, Xiaoxiao Li, Zhihao Xu
, Xuefeng Zhou, Shuai Li:
Collaboration of multiple SCARA robots with guaranteed safety using recurrent neural networks. 1-10 - Yingying Xue, Jiahui Jin, Aibo Song, Yingxue Zhang, Yangyang Liu, Kaixuan Wang:
Relation-based multi-type aware knowledge graph embedding. 11-22 - Weiping Wang, Chang He, Zhen Wang, Jun Cheng, Xishuo Mo, Kuo Tian, Denggui Fan, Xiong Luo, Manman Yuan, Jürgen Kurths:
Dynamic analysis of disease progression in Alzheimer's disease under the influence of hybrid synapse and spatially correlated noise. 23-35 - Uno Fang, Jianxin Li, Xuequan Lu, Longxiang Gao, Mumtaz Ali, Yong Xiang:
Self-supervised cross-iterative clustering for unlabeled plant disease images. 36-48 - Ascensión Gallardo-Antolín, Juan Manuel Montero:
On combining acoustic and modulation spectrograms in an attention LSTM-based system for speech intelligibility level classification. 49-60 - Xin Ma, Mei Xie, Johan A. K. Suykens:
A novel neural grey system model with Bayesian regularization and its applications. 61-75 - Shansi Zhang, Edmund Y. Lam:
Learning to restore light fields under low-light imaging. 76-87 - Feihu Che, Guohua Yang, Dawei Zhang, Jianhua Tao, Tong Liu:
Self-supervised graph representation learning via bootstrapping. 88-96 - Chen Qiao, Xin-Yu Hu, Li Xiao, Vince D. Calhoun, Yu-Ping Wang:
A deep autoencoder with sparse and graph Laplacian regularization for characterizing dynamic functional connectivity during brain development. 97-108 - Yaocong Hu, MingQi Lu, Chao Xie, Xiaobo Lu:
FIN-GAN: Face illumination normalization via retinex-based self-supervised learning and conditional generative adversarial network. 109-125 - Ling Chen, Wenhao Zhou, Chuandong Li, Junjian Huang:
Forgetting memristors and memristor bridge synapses with long- and short-term memories. 126-135 - Chuan Tian, Wenge Rong, Shijie Zhou, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong:
Learning word representation by jointly using neighbor and syntactic contexts. 136-146 - Xiaofeng Wang, Jianhua Li, Li Yang, Hongmei Mi:
Unsupervised learning for community detection in attributed networks based on graph convolutional network. 147-155 - Huanqing Wang, Siwen Liu, Ding Wang, Ben Niu, Ming Chen:
Adaptive neural tracking control of high-order nonlinear systems with quantized input. 156-167 - Guangle Yao, Cong Wang, Yutong Wu, Yang Wang:
Pyramid fully residual network for single image de-raining. 168-178 - Nayu Liu, Xian Sun, Hongfeng Yu, Wenkai Zhang, Guangluan Xu:
D-MmT: A concise decoder-only multi-modal transformer for abstractive summarization in videos. 179-189 - Chun-Mei Feng, Kai Wang, Shijian Lu, Yong Xu, Xuelong Li:
Brain MRI super-resolution using coupled-projection residual network. 190-199 - Zhongqi Lin, Jingdun Jia, Feng Huang, Wanlin Gao:
A coarse-to-fine capsule network for fine-grained image categorization. 200-219 - Hongbin Ma, Shuyuan Yang, Dongzhu Feng, Licheng Jiao, Luping Zhang:
Progressive Mimic Learning: A new perspective to train lightweight CNN models. 220-231 - Rongxiu Lu, Guanhua Qiu, Zhijun Zhang, Xianzhi Deng, Hui Yang, Zhenmin Zhu, Jianyong Zhu:
A mixture varying-gain dynamic learning network for solving nonlinear and nonconvex constrained optimization problems. 232-242 - Jianjun Gao, Linbo Qing, Lindong Li, Yongqiang Cheng, Yonghong Peng:
Multi-scale features based interpersonal relation recognition using higher-order graph neural network. 243-252 - Ying Guo, Yifan Zhang, Yongbao Wu:
Almost sure exponential synchronization of network systems under a new intermittent noise-diffusion layer. 253-262 - Aysen Kütahyalioglu, Fatma Karakoç:
Exponential stability of Hopfield neural networks with conformable fractional derivative. 263-267 - Marcia Lourenco Baptista, Elsa M. P. Henriques, Kai Goebel:
A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes. 268-287 - Tingting Wang, Lei Xu, Junbao Li:
SDCRKL-GP: Scalable deep convolutional random kernel learning in gaussian process for image recognition. 288-298 - Lulu Zhao, Weiran Xu, Sheng Gao, Jun Guo:
Utilizing graph neural networks to improving dialogue-based relation extraction. 299-311 - Junhai Luo, Man Wu, Zhiyan Wang, Yanping Chen, Yang Yang:
Progressive low-rank subspace alignment based on semi-supervised joint domain adaption for personalized emotion recognition. 312-326 - Wenbin Li, Juefei Li, Jinxin Li, Zhiyong Huang, Dengwen Zhou:
A lightweight multi-scale channel attention network for image super-resolution. 327-337 - Chao Li, Baolin Liu, Jianguo Wei:
Reconstruction of natural images from evoked brain activity with a dictionary-based invertible encoding procedure. 338-351 - Huanjing Yue, Yijia Cheng, Fanglong Liu, Jingyu Yang:
Unsupervised moiré pattern removal for recaptured screen images. 352-363 - Mei Liu, Dexiu Ma, Shuai Li:
Neural dynamics for adaptive attitude tracking control of a flapping wing micro aerial vehicle. 364-372 - Ban Li, Senlin Luo, Xiaonan Qin, Limin Pan:
Improving GAN with inverse cumulative distribution function for tabular data synthesis. 373-383 - Chao Xu, Xia Wu, Yachun Li, Yining Jin, Mengmeng Wang, Yong Liu:
Cross-modality online distillation for multi-view action recognition. 384-393 - Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng:
Incorporating explicit syntactic dependency for aspect level sentiment classification. 394-406 - Antonio Carta, Alessandro Sperduti, Davide Bacciu:
Encoding-based memory for recurrent neural networks. 407-420 - Hui Huang, Jing Yang, Hai-Jun Rong, Shaoyi Du:
A generic FPGA-based hardware architecture for recursive least mean p-power extreme learning machine. 421-435 - Fabian Guignard, Federico Amato, Mikhail F. Kanevski:
Uncertainty quantification in extreme learning machine: Analytical developments, variance estimates and confidence intervals. 436-449 - Yuan Feng, Hexiang Wang, Han Yang, Fangbo Wang:
Time-continuous energy-conservation neural network for structural dynamics analysis. 450-460
- Jing-Hao Xue, Jufeng Yang, Xiaoxu Li, Yan Yan, Yujiu Yang, Zongqing Lu, Zhanyu Ma:
Guest Editorial: Special issue on deep learning with small samples. 461-462 - Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma:
A concise review of recent few-shot meta-learning methods. 463-468 - Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa:
Domain generalization via optimal transport with metric similarity learning. 469-480 - Adam Hammoumi, Maxime Moreaud, Christophe Ducottet, Sylvain Desroziers:
Adding geodesic information and stochastic patch-wise image prediction for small dataset learning. 481-491 - Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jun Guo:
Deep InterBoost networks for small-sample image classification. 492-503 - Qiyao Wang, Ahmed K. Farahat, Chetan Gupta, Shuai Zheng:
Deep time series models for scarce data. 504-518 - Bo Peng, Jianjun Lei, Huazhu Fu, Yalong Jia, Zongqian Zhang, Yi Li:
Deep video action clustering via spatio-temporal feature learning. 519-527 - Ying Zheng, Hongxun Yao, Xiaoshuai Sun, Shengping Zhang, Sicheng Zhao, Fatih Porikli:
Sketch-specific data augmentation for freehand sketch recognition. 528-539 - Chengcheng Liu, Dexing Zhong, Huikai Shao:
Few-shot palmprint recognition based on similarity metric hashing network. 540-549 - Cunjun Wang, Zili Xu:
An intelligent fault diagnosis model based on deep neural network for few-shot fault diagnosis. 550-562 - Xing Wu, Cheng Chen, Mingyu Zhong, Jianjia Wang:
HAL: Hybrid active learning for efficient labeling in medical domain. 563-572
- Hilde Pérez, Lidia Sánchez-González, Héctor Quintián, Emilio Corchado:
Special issue on hybrid artificial intelligence systems from HAIS 2019 conference. 573-574 - Óscar Gómez, Pablo Mesejo, Óscar Ibáñez, Oscar Cordón:
Deep architectures for the segmentation of frontal sinuses in X-ray images: Towards an automatic forensic identification system in comparative radiography. 575-585 - Bogdan Kwolek, Wojciech Baczynski, Shinji Sako:
Recognition of JSL fingerspelling using Deep Convolutional Neural Networks. 586-598 - Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro:
Convex formulation for multi-task L1-, L2-, and LS-SVMs. 599-608 - Esteban Jove, Jose Manuel González-Cava, José Luís Casteleiro-Roca, Héctor Alaiz-Moretón, Bruno Baruque, Paulo Leitão, Juan Albino Méndez Pérez, José Luís Calvo-Rolle:
An intelligent system for harmonic distortions detection in wind generator power electronic devices. 609-621 - Iker Pastor-López, Borja Sanz, Alberto Tellaeche, Giuseppe Psaila, José Gaviria de la Puerta, Pablo García Bringas:
Quality assessment methodology based on machine learning with small datasets: Industrial castings defects. 622-628 - José Gaviria de la Puerta, Iker Pastor-López, Igone Porto Gómez, Borja Sanz, Pablo García Bringas:
Detecting malicious Android applications based on the network packets generated. 629-636 - Alexandru Stefan Stoica, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu:
Classification of educational videos by using a semi-supervised learning method on transcripts and keywords. 637-647 - Bojan Mihaljevic, Concha Bielza, Pedro Larrañaga:
Bayesian networks for interpretable machine learning and optimization. 648-665 - Tae-Young Kim, Sung-Bae Cho:
Optimizing CNN-LSTM neural networks with PSO for anomalous query access control. 666-677 - Virginia Riego, Manuel Castejón Limas, Lidia Sánchez-González, Laura Fernández-Robles, Hilde Pérez, Javier Díez-González, Ángel Manuel Guerrero-Higueras:
Strong classification system for wear identification on milling processes using computer vision and ensemble learning. 678-684
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