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Neural Processing Letters 4/2022
Neural Processing Letters

Ausgabe 4/2022

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

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Inhaltsverzeichnis (50 Artikel)

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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