Ausgabe 3/2019
Special Issue: Feature Representation and Learning in Big Data
Inhalt (47 Artikel)
Higher-Order Brain Network Analysis for Auditory Disease
Pei-Zhen Li, Yue-Xin Cai, Chang-Dong Wang, Mao-Jin Liang, Yi-Qing Zheng
QRKISS: A Two-Stage Metric Learning via QR-Decomposition and KISS for Person Re-Identification
Cairong Zhao, Yipeng Chen, Zhihua Wei, Duoqian Miao, Xinjian Gu
Rapid Pedestrian Detection Based on Deep Omega-Shape Features with Partial Occlusion Handing
Yuting Xu, Xue Zhou, Pengfei Liu, Hongbing Xu
Enhancing Face Recognition from Massive Weakly Labeled Data of New Domains
Wei Xu, Junyu Wu, Shengyong Ding, Linggan Lian, Hongyang Chao
Generalized Discriminant Local Median Preserving Projections (GDLMPP) for Face Recognition
Ming-Hua Wan, Zhi-Hui Lai
Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes Input
Chen Ding, Ying Li, Lei Zhang, Jinyang Zhang, Lu Yang, Wei Wei, Yong Xia, Yanning Zhang
Obstacle Detection by Fusing Point Clouds and Monocular Image
Yang Wei, Jian Yang, Chen Gong, Shuo Chen, Jianjun Qian
Enhanced Bird Detection from Low-Resolution Aerial Image Using Deep Neural Networks
Ce Li, Baochang Zhang, Hanwen Hu, Jing Dai
Bayesian Inference via Variational Approximation for Collaborative Filtering
Yang Weng, Lei Wu, Wenxing Hong
Discrete Multi-graph Hashing for Large-Scale Visual Search
Lingyun Xiang, Xiaobo Shen, Jiaohua Qin, Wei Hao
: Uncovering Feature-level Similarities for Unsupervised Feature Selection
Xin Zheng, Yanqing Guo, Jun Guo, Xiangwei Kong
Video Synchronization Based on Projective-Invariant Descriptor
Qiang Zhang, Lin Yao, Yajun Li, Jungong Han
Body Part-Based Person Re-identification Integrating Semantic Attributes
Xin Ye, Wen-yuan Zhou, Lu-an Dong
Neural Block Control via Integrator Backstepping for a Robotic Arm in Real-Time
Francisco Jurado, Luis A. Vázquez, Carlos E. Castañeda, Ramon Garcia-Hernandez, Miguel A. Llama
Anti-periodic Solutions for Quaternion-Valued High-Order Hopfield Neural Networks with Time-Varying Delays
Yongkun Li, Jiali Qin, Bing Li
Multi-task Character-Level Attentional Networks for Medical Concept Normalization
Jinghao Niu, Yehui Yang, Siheng Zhang, Zhengya Sun, Wensheng Zhang
A Dynamic ELM with Balanced Variance and Bias for Long-Term Online Prediction
Haiyang Yu, Xiaoying Sun, Jian Wang
Discriminative Probabilistic Latent Semantic Analysis with Application to Single Sample Face Recognition
Daoxiang Zhou, Dan Yang, Xiaohong Zhang, Sheng Huang, Shu Feng
Impact Analysis of the Memristor Failure on Real-Time Control System of Robotic Arm
Jun Liu, Tianshu Li, Shukai Duan, Lidan Wang
Application of Hyperspectral Image Classification Based on Overlap Pooling
Hongmin Gao, Shuo Lin, Chenming Li, Yao Yang
An Improved Method for Semantic Image Inpainting with GANs: Progressive Inpainting
Yizhen Chen, Haifeng Hu
A Comparison: Different DCNN Models for Intelligent Object Detection in Remote Sensing Images
Peng Ding, Ye Zhang, Ping Jia, Xu-ling Chang
Biomedical Data Analysis Based on Multi-view Intact Space Learning with Geodesic Similarity Preserving
Zengrong Zhan, Zhengming Ma, Wei Peng
Robust Support Vector Regression in Primal with Asymmetric Huber Loss
S. Balasundaram, Yogendra Meena
Passivity and Synchronization of Coupled Reaction–Diffusion Cohen–Grossberg Neural Networks with Fixed and Switching Topologies
Yanli Huang, Weizhong Chen, Shunyan Ren, Zewei Zheng
On the Choice of Inter-Class Distance Maximization Term in Siamese Neural Networks
Abdulrahman O. Ibraheem
Optimizing Extreme Learning Machine via Generalized Hebbian Learning and Intrinsic Plasticity Learning
Chao Chen, Xinyu Jin, Boyuan Jiang, Lanjuan Li
Multi-Delay-Dependent Exponential Synchronization for Neutral-Type Stochastic Complex Networks with Markovian Jump Parameters via Adaptive Control
Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Jun Zhou, Yuhua Xu
Real-Time Implementation of a Neural Integrator Backstepping Control via Recurrent Wavelet First Order Neural Network
Luis A. Vázquez, Francisco Jurado, Carlos E. Castañeda, Alma Y. Alanis
Event Triggered Finite Time Boundedness of Uncertain Markov Jump Neural Networks with Distributed Time Varying Delays
M. Syed Ali, R. Vadivel, O. M. Kwon, Kadarkarai Murugan
Periodic Solution for -Stochastic High-Order Hopfield Neural Networks with Time Delays on Time Scales
Li Yang, Yu Fei, Wanqin Wu
Discriminative Autoencoder for Feature Extraction: Application to Character Recognition
Anupriya Gogna, Angshul Majumdar