Volume 54, Issue 4 | Neural Processing Letters

Search all Neural Processing Letters articles

Volume 54, Issue 4

August 2022

Special Issue: Secured Big Data Pre-processing (SBDP) (pp. 2533−2830) / Regular Papers (pp. 2831− 3527)

Issue Editors:

Yanrong Guo,
Kim Han Thung,
Shichao Zhang

50 articles in this issue

Self-Adaptive Clustering of Dynamic Multi-Graph Learning
Bo Zhou
Yangding Li
Jiaye Li
OriginalPaper 01 January 2021 Pages: 2533 - 2548
DAP\(^2\)CMH: Deep Adversarial Privacy-Preserving Cross-Modal Hashing
Lei Zhu
Jiayu Song
Weiren Yu
OriginalPaper 07 March 2021 Pages: 2549 - 2569
A Robust Cost-Sensitive Feature Selection Via Self-Paced Learning Regularization
Yangding Li
Chaoqun Ma
Meiling Liu
OriginalPaper 05 March 2021 Pages: 2571 - 2588
Robust Multi-view Classification with Sample Constraints
Yonghua Zhu
Malong Tan
Jian Wei
OriginalPaper 25 March 2021 Pages: 2589 - 2612
Single Image Deraining by Fully Exploiting Contextual Information
Xiaoxian Cao
Shijie Hao
Lei Xu
OriginalPaper 31 March 2021 Pages: 2613 - 2627
Semi-supervised Learning with Graph Convolutional Networks Based on Hypergraph
Yangding Li
Yingying Wan
Xingyi Liu
OriginalPaper 13 March 2021 Pages: 2629 - 2644
Semi-Supervised Classification of Graph Convolutional Networks with Laplacian Rank Constraints
Haiqi Zhang
Guangquan Lu
Beixian Zhang
OriginalPaper 01 January 2021 Pages: 2645 - 2656
BDKM: A Blockchain-Based Secure Deduplication Scheme with Reliable Key Management
Guipeng Zhang
Haoran Xie
Wenyin Liu
OriginalPaper 04 March 2021 Pages: 2657 - 2674
Research for an Adaptive Classifier Based on Dynamic Graph Learning
Li Li
Kaiyi Zhao
Yongtao Liu
OriginalPaper 03 March 2021 Pages: 2675 - 2693
Adaptive Graph Learning for Semi-supervised Self-paced Classification
Long Chen
Jianbo Lu
OriginalPaper 27 February 2021 Pages: 2695 - 2716
Privacy Enhanced Cloud-Based Facial Recognition
Tao Yang
Yuhang Zhang
Xun Wang
OriginalPaper 13 March 2021 Pages: 2717 - 2725
Nonlinear Graph Learning-Convolutional Networks for Node Classification
Linjun Chen
Xingyi Liu
Zexin Li
OriginalPaper 10 March 2021 Pages: 2727 - 2736
Robust SVM for Cost-Sensitive Learning
Jiangzhang Gan
Jiaye Li
Yangcai Xie
OriginalPaper 31 March 2021 Pages: 2737 - 2758
Stacked Pyramid Attention Network for Object Detection
Shijie Hao
Zhonghao Wang
Fuming Sun
OriginalPaper 07 April 2021 Pages: 2759 - 2782
PPIS-JOIN: A Novel Privacy-Preserving Image Similarity Join Method
Chengyuan Zhang
Fangxin Xie
Yangding Li
OriginalPaper 18 June 2021 Pages: 2783 - 2801
Video Super-Resolution with Frame-Wise Dynamic Fusion and Self-Calibrated Deformable Alignment
Wenjie Xu
Huihui Song
Fei Yan
OriginalPaper 25 July 2021 Pages: 2803 - 2815
Multimodal Orthodontic Corpus Construction Based on Semantic Tag Classification Method
Yuping Lin
Yuting Chi
Yucheng Guo
OriginalPaper 24 June 2021 Pages: 2817 - 2830
CNN-Based Hidden-Layer Topological Structure Design and Optimization Methods for Image Classification
Jian Liu
Haijian Shao
Xing Deng
OriginalPaper 13 January 2022 Pages: 2831 - 2842
The Understanding of Traffic Police Intention Based on Visual Awareness
Jing Lian
Zhenghao Wang
Yafu zhou
OriginalPaper 24 January 2022 Pages: 2843 - 2859
Salp Swarm-Artificial Neural Network Based Cyber-Attack Detection in Smart Grid
Arifa Sultana
Aroop Bardalai
Kandarpa Kumar Sarma
OriginalPaper 09 February 2022 Pages: 2861 - 2883
Educational Data Mining: Dropout Prediction in XuetangX MOOCs
Chengjun Xu
Guobin Zhu
Jingqian Shu
OriginalPaper 17 January 2022 Pages: 2885 - 2900
Domain Adaptation for POS Tagging with Contrastive Monotonic Chunk-wise Attention
Rajesh Kumar Mundotiya
Arpit Mehta
Rupjyoti Baruah
OriginalPaper 02 February 2022 Pages: 2901 - 2918
A Robust Non-Fragile Control Lag Synchronization for Fractional Order Multi-Weighted Complex Dynamic Networks with Coupling Delays
S. Aadhithiyan
R. Raja
C. P. Lim
OriginalPaper 07 February 2022 Pages: 2919 - 2940
Off-Policy: Model-Free Optimal Synchronization Control for Complex Dynamical Networks
Jianfeng Wang
Yan Wang
Zhicheng Ji
OriginalPaper 19 March 2022 Pages: 2941 - 2958
Method of Rain Attenuation Prediction Based on Long–Short Term Memory Network
Andres Cornejo
Salvador Landeros-Ayala
Miguel Salas-Natera
OriginalPaper 03 February 2022 Pages: 2959 - 2995
How Does Bayesian Noisy Self-Supervision Defend Graph Convolutional Networks?
Jun Zhuang
Mohammad Al Hasan
OriginalPaper 08 February 2022 Pages: 2997 - 3018
Optimization of Propofol Dose Estimated During Anesthesia Through Artificial Intelligence by Genetic Algorithm: Design and Clinical Assessment
Najmeh Jamali
Hamideh Razavi
Mohammad Reza Gharib
OriginalPaper 22 February 2022 Pages: 3019 - 3043
Neo Arithmetic and Ranking Techniques for Trapezoidal Generalized Interval Valued Fuzzy Numbers: Their Applications in Decision Making for Medical Investigation
Palash Dutta
Gourangajit Borah
Surajit Borkotokey
OriginalPaper 25 February 2022 Pages: 3045 - 3096
Cost-Sensitive Learning based on Performance Metric for Imbalanced Data
Yuri Sousa Aurelio
Gustavo Matheus de Almeida
Antonio Padua Braga
OriginalPaper 09 February 2022 Pages: 3097 - 3114
Simplification of English and Bengali Sentences for Improving Quality of Machine Translation
Sainik Kumar Mahata
Avishek Garain
Sivaji Bandyopadhyay
OriginalPaper 15 February 2022 Pages: 3115 - 3139
Adaptive Synchronization-Based Approach for Finite-Time Parameters Identification of Genetic Regulatory Networks
Yuru Li
Fei Wang
Zhaowen Zheng
OriginalPaper 12 April 2022 Pages: 3141 - 3156
A New Attention-Based LSTM for Image Captioning
Fen Xiao
Wenfeng Xue
Xieping Gao
OriginalPaper 14 February 2022 Pages: 3157 - 3171
Parameter Control Based Cuckoo Search Algorithm for Numerical Optimization
Jiatang Cheng
Yan Xiong
OriginalPaper 22 February 2022 Pages: 3173 - 3200
Attention-Guided Multi-Clue Mining Network for Person Re-identification
Yangbin Yu
Shengrong Yang
Dihu Chen
OriginalPaper 02 June 2022 Pages: 3201 - 3214
Distributed Neural Network and Particle Swarm Optimization for Micro-grid Adaptive Power Allocation
Zao Fu
Xing He
Wengjing Liao
OriginalPaper 22 February 2022 Pages: 3215 - 3233
Real-Time Detection Network SI-SSD for Weak Targets in Complex Traffic Scenarios
Yalin Miao
Shun Zhang
Shuyun He
OriginalPaper 18 February 2022 Pages: 3235 - 3247
Fixed-Size Objects Encoding for Visual Relationship Detection
Hengyue Pan
Xin Niu
Dongsheng Li
OriginalPaper 23 February 2022 Pages: 3249 - 3261
Flood Frequency Modeling and Prediction of Beki and Pagladia Rivers Using Deep Learning Approach
Gitanjali Devi
Mridusmita Sharma
Kandarpa Kumar Sarma
OriginalPaper 24 February 2022 Pages: 3263 - 3282
Deep CNN Co-design for HEVC CU Partition Prediction on FPGA–SoC
Soulef Bouaafia
Randa Khemiri
Fatma Ezahra Sayadi
OriginalPaper 25 February 2022 Pages: 3283 - 3301
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Quasi-Synchronization and Complete Synchronization of Fractional-Order Fuzzy BAM Neural Networks Via Nonlinear Control
Juanping Yang
Hong-Li Li
Haijun Jiang
OriginalPaper 26 February 2022 Pages: 3303 - 3319
A Targeted Universal Attack on Graph Convolutional Network by Using Fake Nodes
Jiazhu Dai
Weifeng Zhu
Xiangfeng Luo
OriginalPaper 05 March 2022 Pages: 3321 - 3337
Co-Learning for Few-Shot Learning
Rui Xu
Lei Xing
Weifeng Liu
OriginalPaper 09 March 2022 Pages: 3339 - 3356
A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting
Melih Kirisci
Ozge Cagcag Yolcu
OriginalPaper 10 March 2022 Pages: 3357 - 3374
A Performance Comparison of Robust Models in Wind Turbines Power Curve Estimation: A Case Study
Luis Gustavo Mota Souza
Dhiego Carvalho Santos
OriginalPaper 22 March 2022 Pages: 3375 - 3400
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
CBR: An Effective Clustering Approach for Time Series Events
Junlu Wang
Ruiqiang Ma
Baoyan Song
OriginalPaper 10 April 2022 Pages: 3401 - 3423
TFM: A Triple Fusion Module for Integrating Lexicon Information in Chinese Named Entity Recognition
Haitao Liu
Jihua Song
Xianwei Xin
OriginalPaper 22 April 2022 Pages: 3425 - 3442
Long Time Series Deep Forecasting with Multiscale Feature Extraction and Seq2seq Attention Mechanism
Xin Wang
Zhiming Cai
Shihui Ying
OriginalPaper 09 March 2022 Pages: 3443 - 3466
A Uniform Framework for Anomaly Detection in Deep Neural Networks
Fangzhen Zhao
Chenyi Zhang
Zhenxin Wu
OriginalPaper 03 March 2022 Pages: 3467 - 3488
Iris Recognition using Multi Objective Artificial Bee Colony Optimization Algorithm with Autoencoder Classifier
Sheela S V
Radhika K R
OriginalPaper 15 March 2022 Pages: 3489 - 3505
3D Face Recognition Using a Fusion of PCA and ICA Convolution Descriptors
Koushik Dutta
Debotosh Bhattacharjee
Ondrej Krejcar
ReviewPaper 25 February 2022 Pages: 3507 - 3527