Ausgabe 1-2/2025 Machine Learning for Intelligent Information Processing
Inhalt (24 Artikel)
Graph Clustering-Based Model for Optimizing the Number of Air Pollution Measurement Stations in Urban Environments
- Research
Zeljko Stojanov, Vladimir Brtka, Gordana Jotanovic, Goran Jausevac, Dragan Perakovic, Dalibor Dobrilovic
A Deep Learning-Based Mechanism for Detecting Variable-Rate DDoS Attacks in Software-Defined Networks
- Research
Abdullah Ahmed Bahashwan, Mohammed Anbar, Selvakumar Manickam, Taief Alaa Al-Amiedy, Mohammad Adnan Aladaileh, Ali Abdulqader Bin-Salem
Cyber Security and 5G-assisted Industrial Internet of Things using Novel Artificial Adaption based Evolutionary Algorithm
Shailendra Pratap Singh, Giuseppe Piras, Wattana Viriyasitavat, Elham Kariri, Kusum Yadav, Gaurav Dhiman, S Vimal, Surbhi B. Khan
Online Caching Algorithm for VR Video Streaming in Mobile Edge Caching System
- Research
Qiuming Liu, Hao Chen, Zihui Li, Yaxin Bai, Dong Wu, Yang Zhou
DRL Empowered On-policy and Off-policy ABR for 5G Mobile Ultra-HD Video Delivery
- Research
Naresh Mandan, Paresh Saxena, Manik Gupta
A Joint Caching and Offloading Strategy Using Reinforcement Learning for Multi-access Edge Computing Users
- Research
Yuan Yuan, Wei Su, Gaofeng Hong, Haoru Li, Chang Wang
Correction: A Joint Caching and Offloading Strategy Using Reinforcement Learning for Multi-access Edge Computing Users
- Correction
Yuan Yuan, Wei Su, Gaofeng Hong, Haoru Li, Chang Wang
SMMCN: a Machine Learning Signal-Recognition Combining MMSE and Multi-Loss Convolutional Network
- Research
Zherui Zhang, Yingshen Zhu, Wanyu Zhou, Zheng Dou, Hang Jiang, Shuang Li
Successful Transmission Probability Analysis of the Satellite-Maritime Uplink: A Stochastic Geometry Based Approach
- Research
Qiling Gao, Liting Su, Jiangzhi Fu, Yun Lin
Parallel Recommendation for Multi Interactive Resources in Mobile Networks Based on Label Attributes and Behavior Sequence
- Research
Minjian Lai, Celestine Iwendi
Game Model Based Intrusion Detection Method for Probability Distribution Attacks
- Research
Yang Liu, Dianyan Xiao, Hao Wu, Yuanqing Xia
A Secure Data-Driven Algorithm Against Malicious Intrusion Signals in Mobile Communication Networks
- Research
Yongfei Yu, Mohamed Baza, Amar Rasheed
A Reconstructed Priority Assignment Method for Computationally Intensive Task Offloading in Mobile Communication Networks
- Research
Qun Zou, Loknath Sai Ambati, Thippa Reddy Gadekallu
Throughput Enhancement of High-Bandwidth Wireless Network Using Deep Double Q-Network Algorithm
- Research
Chengman Wang, Abeer Aljohani, Fazlullah Khan
Detection for User Impersonation Attacks in Mobile Social Networks Based on High-order Markov Chains
- Open Access
- Research
Wenhui Gong, Yi Huang, Youcef Djenouri, Syed Atif Moqurrab
MAC-UAE: Multi-Level Access Control Based on Updateable Attribute Encryption of Secure Data in Mobile Cloud Center
- Research
Guorong Chen, Na Wu, Gautam Srivastava, Meshal Alharbi, Norbert Herencsar
Security Protection of Logistics Information on Mobile Network Platforms
- Research
Ling Qiu, Lin Zheng, Longtian Fu, Kadiyala Ramana
CSCNN: Lightweight Modulation Recognition Model for Mobile Multimedia Intelligent Information Processing
- Research
Jun Chen, Yiping Huang, Ling Zhang, Guangzhen Si, Juzhen Wang
MalDMTP: A Multi-tier Pooling Method for Malware Detection based on Graph Classification
- Research
Liang Kou, Cheng Qiu, Meiyu Wang, Hua Liu, Yan Du, Jilin Zhang
Cooperative Mission Planning of USVs Based on Intention Recognition
- Research
Changting Shi, Yanqiang Wang, Jing Shen, Junhui Qi
A Pruning Method Combined with Resilient Training to Improve the Adversarial Robustness of Automatic Modulation Classification Models
- Research
Chao Han, Linyuan Wang, Dongyang Li, Weijia Cui, Bin Yan
Intelligent Assessment Method of Communication Interference Speech Quality Based on End-to-end Network
- Research
Sen Wang, Jianying Tao, Zheng Dou, Jiangzhi Fu
Inductive Subgraph Embedding for Link Prediction
- Open Access
- Research
Jin Si, Chenxuan Xie, Jiajun Zhou, Shanqing Yu, Lina Chen, Qi Xuan, Chunyu Miao