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Neural Processing Letters 4/2022
Neural Processing Letters

Issue 4/2022

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

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Table of Contents (50 Articles)

01-01-2021

Self-Adaptive Clustering of Dynamic Multi-Graph Learning
Bo Zhou, Yangding Li, Xincheng Huang, Jiaye Li

07-03-2021

DAPCMH: Deep Adversarial Privacy-Preserving Cross-Modal Hashing
Lei Zhu, Jiayu Song, Zhan Yang, Wenti Huang, Chengyuan Zhang, Weiren Yu

05-03-2021

A Robust Cost-Sensitive Feature Selection Via Self-Paced Learning Regularization
Yangding Li, Chaoqun Ma, Yiling Tao, Zehui Hu, Zidong Su, Meiling Liu

25-03-2021

Robust Multi-view Classification with Sample Constraints
Yonghua Zhu, Malong Tan, Jian Wei

31-03-2021

Single Image Deraining by Fully Exploiting Contextual Information
Xiaoxian Cao, Shijie Hao, Lei Xu

13-03-2021

Semi-supervised Learning with Graph Convolutional Networks Based on Hypergraph
Yangding Li, Yingying Wan, Xingyi Liu

01-01-2021

Semi-Supervised Classification of Graph Convolutional Networks with Laplacian Rank Constraints
Haiqi Zhang, Guangquan Lu, Mengmeng Zhan, Beixian Zhang

04-03-2021

BDKM: A Blockchain-Based Secure Deduplication Scheme with Reliable Key Management
Guipeng Zhang, Haoran Xie, Zhenguo Yang, Xiaohui Tao, Wenyin Liu

03-03-2021

Research for an Adaptive Classifier Based on Dynamic Graph Learning
Li Li, Kaiyi Zhao, Ruizhi Sun, Saihua Cai, Yongtao Liu

27-02-2021

Adaptive Graph Learning for Semi-supervised Self-paced Classification
Long Chen, Jianbo Lu

13-03-2021

Privacy Enhanced Cloud-Based Facial Recognition
Tao Yang, Yuhang Zhang, Jie Sun, Xun Wang

10-03-2021

Nonlinear Graph Learning-Convolutional Networks for Node Classification
Linjun Chen, Xingyi Liu, Zexin Li

31-03-2021

Robust SVM for Cost-Sensitive Learning
Jiangzhang Gan, Jiaye Li, Yangcai Xie

07-04-2021

Stacked Pyramid Attention Network for Object Detection
Shijie Hao, Zhonghao Wang, Fuming Sun

18-06-2021

PPIS-JOIN: A Novel Privacy-Preserving Image Similarity Join Method
Chengyuan Zhang, Fangxin Xie, Hao Yu, Jianfeng Zhang, Lei Zhu, Yangding Li

25-07-2021

Video Super-Resolution with Frame-Wise Dynamic Fusion and Self-Calibrated Deformable Alignment
Wenjie Xu, Huihui Song, Yutong Jin, Fei Yan

24-06-2021

Multimodal Orthodontic Corpus Construction Based on Semantic Tag Classification Method
Yuping Lin, Yuting Chi, Hongcheng Han, Mengqi Han, Yucheng Guo

13-01-2022

CNN-Based Hidden-Layer Topological Structure Design and Optimization Methods for Image Classification
Jian Liu, Haijian Shao, Yingtao Jiang, Xing Deng

24-01-2022

The Understanding of Traffic Police Intention Based on Visual Awareness
Jing Lian, Zhenghao Wang, Linhui Li, Yafu zhou

09-02-2022

Salp Swarm-Artificial Neural Network Based Cyber-Attack Detection in Smart Grid
Arifa Sultana, Aroop Bardalai, Kandarpa Kumar Sarma

17-01-2022

Educational Data Mining: Dropout Prediction in XuetangX MOOCs
Chengjun Xu, Guobin Zhu, Jian Ye, Jingqian Shu

02-02-2022

Domain Adaptation for POS Tagging with Contrastive Monotonic Chunk-wise Attention
Rajesh Kumar Mundotiya, Arpit Mehta, Rupjyoti Baruah

07-02-2022

A Robust Non-Fragile Control Lag Synchronization for Fractional Order Multi-Weighted Complex Dynamic Networks with Coupling Delays
S. Aadhithiyan, R. Raja, Q. Zhu, J. Alzabut, M. Niezabitowski, C. P. Lim

19-03-2022

Off-Policy: Model-Free Optimal Synchronization Control for Complex Dynamical Networks
Jianfeng Wang, Yan Wang, Zhicheng Ji

03-02-2022

Method of Rain Attenuation Prediction Based on Long–Short Term Memory Network
Andres Cornejo, Salvador Landeros-Ayala, Jose M. Matias, Flor Ortiz-Gomez, Ramon Martinez, Miguel Salas-Natera

08-02-2022

How Does Bayesian Noisy Self-Supervision Defend Graph Convolutional Networks?
Jun Zhuang, Mohammad Al Hasan

22-02-2022

Optimization of Propofol Dose Estimated During Anesthesia Through Artificial Intelligence by Genetic Algorithm: Design and Clinical Assessment
Najmeh Jamali, Hamideh Razavi, Mohammad Reza Gharib

25-02-2022

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

09-02-2022

Cost-Sensitive Learning based on Performance Metric for Imbalanced Data
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite de Castro, Antonio Padua Braga

15-02-2022

Simplification of English and Bengali Sentences for Improving Quality of Machine Translation
Sainik Kumar Mahata, Avishek Garain, Dipankar Das, Sivaji Bandyopadhyay

12-04-2022

Adaptive Synchronization-Based Approach for Finite-Time Parameters Identification of Genetic Regulatory Networks
Yuru Li, Fei Wang, Zhaowen Zheng

14-02-2022

A New Attention-Based LSTM for Image Captioning
Fen Xiao, Wenfeng Xue, Yanqing Shen, Xieping Gao

22-02-2022

Parameter Control Based Cuckoo Search Algorithm for Numerical Optimization
Jiatang Cheng, Yan Xiong

02-06-2022

Attention-Guided Multi-Clue Mining Network for Person Re-identification
Yangbin Yu, Shengrong Yang, Haifeng Hu, Dihu Chen

22-02-2022

Distributed Neural Network and Particle Swarm Optimization for Micro-grid Adaptive Power Allocation
Zao Fu, Xing He, Ping Liu, Ali Palizban, Wengjing Liao

18-02-2022

Real-Time Detection Network SI-SSD for Weak Targets in Complex Traffic Scenarios
Yalin Miao, Shun Zhang, Shuyun He

23-02-2022

Fixed-Size Objects Encoding for Visual Relationship Detection
Hengyue Pan, Xin Niu, Siqi Shen, Yixin Chen, Peng Qiao, Zhen Huang, Dongsheng Li

24-02-2022

Flood Frequency Modeling and Prediction of Beki and Pagladia Rivers Using Deep Learning Approach
Gitanjali Devi, Mridusmita Sharma, Pranjal Sarma, Manisha Phukan, Kandarpa Kumar Sarma

25-02-2022

Deep CNN Co-design for HEVC CU Partition Prediction on FPGA–SoC
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi

26-02-2022

Quasi-Synchronization and Complete Synchronization of Fractional-Order Fuzzy BAM Neural Networks Via Nonlinear Control
Juanping Yang, Hong-Li Li, Jikai Yang, Long Zhang, Haijun Jiang

05-03-2022

A Targeted Universal Attack on Graph Convolutional Network by Using Fake Nodes
Jiazhu Dai, Weifeng Zhu, Xiangfeng Luo

09-03-2022

Co-Learning for Few-Shot Learning
Rui Xu, Lei Xing, Shuai Shao, Baodi Liu, Kai Zhang, Weifeng Liu

10-03-2022

A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting
Melih Kirisci, Ozge Cagcag Yolcu

22-03-2022

A Performance Comparison of Robust Models in Wind Turbines Power Curve Estimation: A Case Study
Luis Gustavo Mota Souza, Dhiego Carvalho Santos

10-04-2022

CBR: An Effective Clustering Approach for Time Series Events
Junlu Wang, Ruiqiang Ma, Linjiao Xia, Baoyan Song

22-04-2022

TFM: A Triple Fusion Module for Integrating Lexicon Information in Chinese Named Entity Recognition
Haitao Liu, Jihua Song, Weiming Peng, Jingbo Sun, Xianwei Xin

09-03-2022

Long Time Series Deep Forecasting with Multiscale Feature Extraction and Seq2seq Attention Mechanism
Xin Wang, Zhiming Cai, Yixian Luo, Zhijie Wen, Shihui Ying

03-03-2022

A Uniform Framework for Anomaly Detection in Deep Neural Networks
Fangzhen Zhao, Chenyi Zhang, Naipeng Dong, Zefeng You, Zhenxin Wu

15-03-2022

Iris Recognition using Multi Objective Artificial Bee Colony Optimization Algorithm with Autoencoder Classifier
Sheela S V, Radhika K R

25-02-2022

3D Face Recognition Using a Fusion of PCA and ICA Convolution Descriptors
Koushik Dutta, Debotosh Bhattacharjee, Mita Nasipuri, Ondrej Krejcar

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