Ausgabe 4/2022
Special Issue: Secured Big Data Pre-processing (SBDP) (pp. 2533−2830) / Regular Papers (pp. 2831− 3527)
Inhalt (50 Artikel)
Self-Adaptive Clustering of Dynamic Multi-Graph Learning
Bo Zhou, Yangding Li, Xincheng Huang, Jiaye Li
DAPCMH: Deep Adversarial Privacy-Preserving Cross-Modal Hashing
Lei Zhu, Jiayu Song, Zhan Yang, Wenti Huang, Chengyuan Zhang, Weiren Yu
A Robust Cost-Sensitive Feature Selection Via Self-Paced Learning Regularization
Yangding Li, Chaoqun Ma, Yiling Tao, Zehui Hu, Zidong Su, Meiling Liu
Semi-supervised Learning with Graph Convolutional Networks Based on Hypergraph
Yangding Li, Yingying Wan, Xingyi Liu
Semi-Supervised Classification of Graph Convolutional Networks with Laplacian Rank Constraints
Haiqi Zhang, Guangquan Lu, Mengmeng Zhan, Beixian Zhang
BDKM: A Blockchain-Based Secure Deduplication Scheme with Reliable Key Management
Guipeng Zhang, Haoran Xie, Zhenguo Yang, Xiaohui Tao, Wenyin Liu
Research for an Adaptive Classifier Based on Dynamic Graph Learning
Li Li, Kaiyi Zhao, Ruizhi Sun, Saihua Cai, Yongtao Liu
Nonlinear Graph Learning-Convolutional Networks for Node Classification
Linjun Chen, Xingyi Liu, Zexin Li
PPIS-JOIN: A Novel Privacy-Preserving Image Similarity Join Method
Chengyuan Zhang, Fangxin Xie, Hao Yu, Jianfeng Zhang, Lei Zhu, Yangding Li
Video Super-Resolution with Frame-Wise Dynamic Fusion and Self-Calibrated Deformable Alignment
Wenjie Xu, Huihui Song, Yutong Jin, Fei Yan
Multimodal Orthodontic Corpus Construction Based on Semantic Tag Classification Method
Yuping Lin, Yuting Chi, Hongcheng Han, Mengqi Han, Yucheng Guo
CNN-Based Hidden-Layer Topological Structure Design and Optimization Methods for Image Classification
Jian Liu, Haijian Shao, Yingtao Jiang, Xing Deng
The Understanding of Traffic Police Intention Based on Visual Awareness
Jing Lian, Zhenghao Wang, Linhui Li, Yafu zhou
Salp Swarm-Artificial Neural Network Based Cyber-Attack Detection in Smart Grid
Arifa Sultana, Aroop Bardalai, Kandarpa Kumar Sarma
Educational Data Mining: Dropout Prediction in XuetangX MOOCs
Chengjun Xu, Guobin Zhu, Jian Ye, Jingqian Shu
Domain Adaptation for POS Tagging with Contrastive Monotonic Chunk-wise Attention
Rajesh Kumar Mundotiya, Arpit Mehta, Rupjyoti Baruah
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
Off-Policy: Model-Free Optimal Synchronization Control for Complex Dynamical Networks
Jianfeng Wang, Yan Wang, Zhicheng Ji
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
How Does Bayesian Noisy Self-Supervision Defend Graph Convolutional Networks?
Jun Zhuang, Mohammad Al Hasan
Optimization of Propofol Dose Estimated During Anesthesia Through Artificial Intelligence by Genetic Algorithm: Design and Clinical Assessment
Najmeh Jamali, Hamideh Razavi, Mohammad Reza Gharib
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
Cost-Sensitive Learning based on Performance Metric for Imbalanced Data
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite de Castro, Antonio Padua Braga
Simplification of English and Bengali Sentences for Improving Quality of Machine Translation
Sainik Kumar Mahata, Avishek Garain, Dipankar Das, Sivaji Bandyopadhyay
Adaptive Synchronization-Based Approach for Finite-Time Parameters Identification of Genetic Regulatory Networks
Yuru Li, Fei Wang, Zhaowen Zheng
Attention-Guided Multi-Clue Mining Network for Person Re-identification
Yangbin Yu, Shengrong Yang, Haifeng Hu, Dihu Chen
Distributed Neural Network and Particle Swarm Optimization for Micro-grid Adaptive Power Allocation
Zao Fu, Xing He, Ping Liu, Ali Palizban, Wengjing Liao
Real-Time Detection Network SI-SSD for Weak Targets in Complex Traffic Scenarios
Yalin Miao, Shun Zhang, Shuyun He
Fixed-Size Objects Encoding for Visual Relationship Detection
Hengyue Pan, Xin Niu, Siqi Shen, Yixin Chen, Peng Qiao, Zhen Huang, Dongsheng Li
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
Deep CNN Co-design for HEVC CU Partition Prediction on FPGA–SoC
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
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
A Targeted Universal Attack on Graph Convolutional Network by Using Fake Nodes
Jiazhu Dai, Weifeng Zhu, Xiangfeng Luo
A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting
Melih Kirisci, Ozge Cagcag Yolcu
A Performance Comparison of Robust Models in Wind Turbines Power Curve Estimation: A Case Study
Luis Gustavo Mota Souza, Dhiego Carvalho Santos
CBR: An Effective Clustering Approach for Time Series Events
Junlu Wang, Ruiqiang Ma, Linjiao Xia, Baoyan Song
TFM: A Triple Fusion Module for Integrating Lexicon Information in Chinese Named Entity Recognition
Haitao Liu, Jihua Song, Weiming Peng, Jingbo Sun, Xianwei Xin
Long Time Series Deep Forecasting with Multiscale Feature Extraction and Seq2seq Attention Mechanism
Xin Wang, Zhiming Cai, Yixian Luo, Zhijie Wen, Shihui Ying
A Uniform Framework for Anomaly Detection in Deep Neural Networks
Fangzhen Zhao, Chenyi Zhang, Naipeng Dong, Zefeng You, Zhenxin Wu
3D Face Recognition Using a Fusion of PCA and ICA Convolution Descriptors
Koushik Dutta, Debotosh Bhattacharjee, Mita Nasipuri, Ondrej Krejcar