Volume 49, Issue 3 | Neural Processing Letters

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Volume 49, Issue 3

June 2019

Special Issue: Feature Representation and Learning in Big Data

Issue Editors:

Wankou Yang,
Fumin Shen,
Richard Yi Da Xu,
Changyin Sun

47 articles in this issue

Single Shot Text Detector with Rotational Prior Boxes
Wei Zhu
Jing Lou
Mingwu Ren
OriginalPaper 03 March 2018 Pages: 863 - 877
Higher-Order Brain Network Analysis for Auditory Disease
Pei-Zhen Li
Yue-Xin Cai
Yi-Qing Zheng
OriginalPaper 07 March 2018 Pages: 879 - 897
QRKISS: A Two-Stage Metric Learning via QR-Decomposition and KISS for Person Re-Identification
Cairong Zhao
Yipeng Chen
Xinjian Gu
OriginalPaper 12 March 2018 Pages: 899 - 922
Rapid Pedestrian Detection Based on Deep Omega-Shape Features with Partial Occlusion Handing
Yuting Xu
Xue Zhou
Hongbing Xu
OriginalPaper 25 April 2018 Pages: 923 - 937
Enhancing Face Recognition from Massive Weakly Labeled Data of New Domains
Wei Xu
Junyu Wu
Hongyang Chao
OriginalPaper 27 April 2018 Pages: 939 - 950
Generalized Discriminant Local Median Preserving Projections (GDLMPP) for Face Recognition
Ming-Hua Wan
Zhi-Hui Lai
OriginalPaper 18 May 2018 Pages: 951 - 963
Structural Reweight Sparse Subspace Clustering
Ping Wang
Bing Han
Xinbo Gao
OriginalPaper 01 June 2018 Pages: 965 - 977
Binary Filter for Fast Vessel Pattern Extraction
Shuang Sun
Shidong Li
Zhenhua Guo
OriginalPaper 07 June 2018 Pages: 979 - 993
Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes Input
Chen Ding
Ying Li
Yanning Zhang
OriginalPaper 11 June 2018 Pages: 995 - 1005
Obstacle Detection by Fusing Point Clouds and Monocular Image
Yang Wei
Jian Yang
Jianjun Qian
OriginalPaper 13 June 2018 Pages: 1007 - 1019
Enhanced Bird Detection from Low-Resolution Aerial Image Using Deep Neural Networks
Ce Li
Baochang Zhang
Jing Dai
OriginalPaper 18 June 2018 Pages: 1021 - 1039
Bayesian Inference via Variational Approximation for Collaborative Filtering
Yang Weng
Lei Wu
Wenxing Hong
OriginalPaper 27 June 2018 Pages: 1041 - 1054
Discrete Multi-graph Hashing for Large-Scale Visual Search
Lingyun Xiang
Xiaobo Shen
Wei Hao
OriginalPaper 23 July 2018 Pages: 1055 - 1069
\(\hbox {U}^2\hbox {F}^2\hbox {S}^2\): Uncovering Feature-level Similarities for Unsupervised Feature Selection
Xin Zheng
Yanqing Guo
Xiangwei Kong
OriginalPaper 24 July 2018 Pages: 1071 - 1091
Video Synchronization Based on Projective-Invariant Descriptor
Qiang Zhang
Lin Yao
Jungong Han
OriginalPaper Open access 25 July 2018 Pages: 1093 - 1110
Body Part-Based Person Re-identification Integrating Semantic Attributes
Xin Ye
Wen-yuan Zhou
Lu-an Dong
OriginalPaper 25 August 2018 Pages: 1111 - 1124
Weighted Pseudo Almost Periodic Solutions for Cellular Neural Networks with Multi-proportional Delays
Guangyi Yang
Wepin Wan
OriginalPaper 22 May 2018 Pages: 1125 - 1138
Neural Block Control via Integrator Backstepping for a Robotic Arm in Real-Time
Francisco Jurado
Luis A. Vázquez
Miguel A. Llama
OriginalPaper 25 May 2018 Pages: 1139 - 1155
Alignment Based Kernel Selection for Multi-Label Learning
Linlin Chen
Degang Chen
Hui Wang
OriginalPaper 28 May 2018 Pages: 1157 - 1177
Feature Extraction and Classification of Hand Movements Surface Electromyogram Signals Based on Multi-method Integration
Li Ge
Li-Juan Ge
Jing Hu
OriginalPaper 28 May 2018 Pages: 1179 - 1188
Convergence of Neutral Type Fuzzy Cellular Neural Networks with D Operator
Zhibin Chen
OriginalPaper 30 May 2018 Pages: 1189 - 1199
Invariant and Attracting Sets of Complex-Valued Neural Networks with Both Time-Varying and Infinite Distributed Delays
Zhao Yang
Xiaofeng Liao
OriginalPaper 01 June 2018 Pages: 1201 - 1215
Anti-periodic Solutions for Quaternion-Valued High-Order Hopfield Neural Networks with Time-Varying Delays
Yongkun Li
Jiali Qin
Bing Li
OriginalPaper 01 June 2018 Pages: 1217 - 1237
Multi-task Character-Level Attentional Networks for Medical Concept Normalization
Jinghao Niu
Yehui Yang
Wensheng Zhang
OriginalPaper 18 June 2018 Pages: 1239 - 1256
A Dynamic ELM with Balanced Variance and Bias for Long-Term Online Prediction
Haiyang Yu
Xiaoying Sun
Jian Wang
OriginalPaper 19 June 2018 Pages: 1257 - 1271
Discriminative Probabilistic Latent Semantic Analysis with Application to Single Sample Face Recognition
Daoxiang Zhou
Dan Yang
Shu Feng
OriginalPaper 19 June 2018 Pages: 1273 - 1298
Bounded Generalized Gaussian Mixture Model with ICA
Muhammad Azam
Nizar Bouguila
OriginalPaper 25 June 2018 Pages: 1299 - 1320
Impact Analysis of the Memristor Failure on Real-Time Control System of Robotic Arm
Jun Liu
Tianshu Li
Lidan Wang
OriginalPaper 25 June 2018 Pages: 1321 - 1333
Application of Hyperspectral Image Classification Based on Overlap Pooling
Hongmin Gao
Shuo Lin
Yao Yang
OriginalPaper 27 June 2018 Pages: 1335 - 1354
An Improved Method for Semantic Image Inpainting with GANs: Progressive Inpainting
Yizhen Chen
Haifeng Hu
OriginalPaper 29 June 2018 Pages: 1355 - 1367
A Comparison: Different DCNN Models for Intelligent Object Detection in Remote Sensing Images
Peng Ding
Ye Zhang
Xu-ling Chang
OriginalPaper 30 June 2018 Pages: 1369 - 1379
Biomedical Data Analysis Based on Multi-view Intact Space Learning with Geodesic Similarity Preserving
Zengrong Zhan
Zhengming Ma
Wei Peng
OriginalPaper 05 July 2018 Pages: 1381 - 1398
Robust Support Vector Regression in Primal with Asymmetric Huber Loss
S. Balasundaram
Yogendra Meena
OriginalPaper 06 July 2018 Pages: 1399 - 1431
Passivity and Synchronization of Coupled Reaction–Diffusion Cohen–Grossberg Neural Networks with Fixed and Switching Topologies
Yanli Huang
Weizhong Chen
Zewei Zheng
OriginalPaper 09 July 2018 Pages: 1433 - 1457
New Results on Impulsive Cohen–Grossberg Neural Networks
Chaouki Aouiti
Farah Dridi
OriginalPaper 12 July 2018 Pages: 1459 - 1483
Locality Density-Based Fuzzy Multiple Empirical Kernel Learning
Qi Fan
Zhe Wang
Daqi Gao
OriginalPaper 17 July 2018 Pages: 1485 - 1509
Complex Fuzzy Concept Lattice
Prem Kumar Singh
OriginalPaper 19 July 2018 Pages: 1511 - 1526
On the Choice of Inter-Class Distance Maximization Term in Siamese Neural Networks
Abdulrahman O. Ibraheem
OriginalPaper 21 July 2018 Pages: 1527 - 1541
Robust Extreme Learning Machines with Different Loss Functions
Zhuo Ren
Liming Yang
OriginalPaper 23 July 2018 Pages: 1543 - 1565
Pseudo Almost Automorphic Solutions for Multidirectional Associative Memory Neural Network with Mixed Delays
Mohammed Salah M’hamdi
OriginalPaper 25 July 2018 Pages: 1567 - 1592
Optimizing Extreme Learning Machine via Generalized Hebbian Learning and Intrinsic Plasticity Learning
Chao Chen
Xinyu Jin
Lanjuan Li
OriginalPaper 26 July 2018 Pages: 1593 - 1609
Multi-Delay-Dependent Exponential Synchronization for Neutral-Type Stochastic Complex Networks with Markovian Jump Parameters via Adaptive Control
Dongbing Tong
Qiaoyu Chen
Yuhua Xu
OriginalPaper 31 July 2018 Pages: 1611 - 1628
Real-Time Implementation of a Neural Integrator Backstepping Control via Recurrent Wavelet First Order Neural Network
Luis A. Vázquez
Francisco Jurado
Alma Y. Alanis
OriginalPaper 01 August 2018 Pages: 1629 - 1648
Event Triggered Finite Time \(H_{\infty }\) Boundedness of Uncertain Markov Jump Neural Networks with Distributed Time Varying Delays
M. Syed Ali
R. Vadivel
Kadarkarai Murugan
OriginalPaper 04 August 2018 Pages: 1649 - 1680
Periodic Solution for \(\nabla \)-Stochastic High-Order Hopfield Neural Networks with Time Delays on Time Scales
Li Yang
Yu Fei
Wanqin Wu
OriginalPaper 04 August 2018 Pages: 1681 - 1696
Contractive Slab and Spike Convolutional Deep Belief Network
Haibo Wang
Xiaojun Bi
OriginalPaper 09 August 2018 Pages: 1697 - 1722
Discriminative Autoencoder for Feature Extraction: Application to Character Recognition
Anupriya Gogna
Angshul Majumdar
BriefCommunication 27 July 2018 Pages: 1723 - 1735