Articles

Articles

International Journal of Network Dynamics and Intelligence

Open AccessArticle

COVID-19 Disinformation and Public Perceptions: Empowering Affective Analysis through Large Language Model

Baoyu Zhang, Tao Chen, Weishan Zhang, Mengmeng Sui, Fulong Xu, Liang Han, Fuxiao Qi, Shasha Cui

2025, 4(4): 100029. doi: 10.53941/ijndi.2025.100029

47 Downloaded

116 Viewed

Open AccessArticle

Three-Dimensional Obstacle Avoidance Path Planning for Agricultural UAV Based on Improved Ant Colony Algorithm

Yi Shao, Hua Yang, Ruibo Gao, Fuzhong Li

2025, 4(4): 100028. doi: 10.53941/ijndi.2025.100028

35 Downloaded

93 Viewed

Open AccessArticle

A Review of Deep Learning-Based Power Load Forecasting Methods

Qian Ma, Di Wu, Xin Luo

2025, 4(4): 100027. doi: 10.53941/ijndi.2025.100027

43 Downloaded

142 Viewed

Open AccessArticle

A Novel CEEMD-Based Multichannel Denoising Autoencoder for Noise Attenuation of Surface Microseismic Data

Chuang Guan, Lujia Zheng, Chuang Wang

2025, 4(4): 100026. doi: 10.53941/ijndi.2025.100026

28 Downloaded

61 Viewed

Open AccessArticle

A Novel UAV-Based Road Damage Detection Algorithm with Lightweight Convolution and Attention Mechanism

Liang Chen, Peishu Wu, Weilong Tan, Han Li, Haonan Chen, Nianyin Zeng

2025, 4(4): 100025. doi: 10.53941/ijndi.2025.100025

30 Downloaded

88 Viewed

Open AccessArticle

Analysis and Prospect of Wind Power Forecasting Methods from Multiple Perspectives

Jie Liu, Bogang Qu, Enming Wu, Nan Li, Zuxian Wang, Daogang Peng

2025, 4(4): 100024. doi: 10.53941/ijndi.2025.100024

53 Downloaded

156 Viewed

Open AccessArticle

Finite-Time Bounded State Estimation for Time-Varying Systems Over FlexRay Networks With Probabilistic Bit Flips

Hongli Ge, Lei Zou, Hongwei Chen, Jiyue Guo

2025, 4(4): 100023. doi: 10.53941/ijndi.2025.100023

28 Downloaded

95 Viewed

Open AccessArticle

Fuzzy Recurrence Dynamics of Contrast Medium Extravasation in Computed Tomography

Tuan D. Pham, Maki Kitamura, Taichiro Tsunoyama

2025, 4(3): 100022. doi: 10.53941/ijndi.2025.100022

75 Downloaded

219 Viewed

Open AccessArticle

Recursive Filtering for Nonlinear Systems with Relay Communication, Energy Harvesting and Correlated Noises

Shipei Cai, Jinling Liang

2025, 4(3): 100021. doi: 10.53941/ijndi.2025.100021

42 Downloaded

113 Viewed

Open AccessArticle

Probability-Guaranteed Consensus Control for Nonlinear Multi-Agent Systems Under Bit Flips

Shuo Yuan, Lifeng Ma, Chen Gao

2025, 4(3): 100020. doi: 10.53941/ijndi.2025.100020

46 Downloaded

137 Viewed

Open AccessArticle

Variance-constrained H_∞ state estimation for time-varying delayed neural networks with random access protocol and sensor failures

Yan Gao, Jun Hu, Hui Yu, Chaoqing Jia, Cai Chen

2025, 4(3): 100019. doi: 10.53941/ijndi.2025.100019

22 Downloaded

71 Viewed

Open AccessArticle

Enhancing Visual SLAM Localization Accuracy through Dynamic Object Detection and Adaptive Feature Filtering

Zhang Qiang, Wang Tao

2025, 4(3): 100018. doi: 10.53941/ijndi.2025.100018

23 Downloaded

74 Viewed

Open AccessArticle

Robust H_∞ Estimation for 2D FMLSS Systems Under Asynchronous Multi-channel Delays: A Partition Reconstruction Approach

Yu Chen, Wei Wang, Juanjuan Xu

2025, 4(3): 100017. doi: 10.53941/ijndi.2025.100017

27 Downloaded

61 Viewed

Open AccessArticle

Fault Diagnosis Method for Rolling Bearings in High-Noise Environments Based on COA-FMD-ITEO

Chenlong Mao, Chuanbo Wen

2025, 4(3): 100016. doi: 10.53941/ijndi.2025.100016

31 Downloaded

96 Viewed

Open AccessArticle

Extended Genetic Algorithm for Unmanned Aerial Vehicle Collaboration in Three-Layer Mobile Edge Computing

Jiale Lin, Yao Nie, Yue Chen

2025, 4(3): 100015. doi: 10.53941/ijndi.2025.100015

26 Downloaded

82 Viewed

Open AccessArticle

Least-Squares Linear Estimation for Multirate Uncertain Systems subject to DoS Attacks

Raquel Caballero-Águila, M. Pilar Frías-Bustamante, Antonia Oya-Lechuga

2025, 4(2): 100014. doi: 10.53941/ijndi.2025.100014

111 Downloaded

314 Viewed

2 Cited

Open AccessArticle

Prompt Injection Detection in LLM Integrated Applications

Qianlong Lan, AnujKaul, Shaun Jones

2025, 4(2): 100013. doi: 10.53941/ijndi.2025.100013

195 Downloaded

481 Viewed

2 Cited

Open AccessArticle

Privacy-Preserving Distributed Recursive Filtering for State-Saturated Systems with Quantization Effects

Youyin Hu, Chen Zhang, Shuai Liu

2025, 4(2): 100012. doi: 10.53941/ijndi.2025.100012

41 Downloaded

95 Viewed

3 Cited

Open AccessArticle

Sampled-Data Based Containment Control for a Class of Nonlinear Multiagent Systems With Dynamic Leaders and Control Saturation

Luyang Yu, Jiayi Ding, Huihui Peng, Yang Liu, Yurong Liu

2025, 4(2): 100011. doi: 10.53941/ijndi.2025.100011

28 Downloaded

76 Viewed

1 Cited

Open AccessArticle

Unscented Kalman Filtering for Nonlinear Systems with Stochastic Nonlinearities under FlexRay Protocol

Xianzheng Meng, Hanbo Wang, Yongxin Li, Yuxuan Shen

2025, 4(2): 100010. doi: 10.53941/ijndi.2025.100010

36 Downloaded

78 Viewed

Open AccessArticle

Federated Bimodal Graph Neural Networks for Text-Image Retrieval

Xueming Yan, Chuyue Wang, Yaochu Jin

2025, 4(2): 100009. doi: 10.53941/ijndi.2025.100009

52 Downloaded

107 Viewed

Open AccessArticle

Multi-Task Network based Health Status Assessment of Cutting Tools

Xiaoyu Yin, Xiaohua Li, Yong Zhang, Wei Zhou, Zhenxing Liu

2025, 4(2): 100008. doi: 10.53941/iindi.2025.100008

33 Downloaded

86 Viewed

Open AccessArticle

Basic theories and methods of target's height and distance measurement based on monocular vision

Jiafa Mao, Lu Zhang

2025, 4(1): 100007. doi: 10.53941/ijndi.2025.100007

96 Downloaded

306 Viewed

Open AccessArticle

Real-Time Semantic Segmentation of Road Scenes via Hybrid Dilated Grouping Network

Yan Zhang, Xuguang Zhang, Deting Miao, Hui Yu

2025, 4(1): 100006. doi: 10.53941/ijndi.2025.100006

53 Downloaded

146 Viewed

Open AccessHighlights

Linear State Estimation for Multi-rate NCSs With Multi-channel Observation Delays and Unknown Markov Packet Losses

Zhenglu Sun, Chunyan Han

2025, 4(1): 100005. doi: 10.53941/ijndi.2025.100005

34 Downloaded

98 Viewed

Open AccessArticle

Privacy-Preserving Distributed Entropy Filtering for Microgrids With Innovation Decomposition

Yan Liang, Yangkai Chen, Dengfeng Pan, Haifang Song

2025, 4(1): 100004. doi: 10.53941/ijndi.2025.100004

24 Downloaded

80 Viewed

2 Cited

Open AccessArticle

Torus-Event-Based Sliding Mode Control for Networked Interval Type-2 Fuzzy Systems Under Deception Attacks

Xingwang Liu, Zhi Ling, Yang Zhang

2025, 4(1): 100003. doi: 10.53941/ijndi.2025.100003

18 Downloaded

66 Viewed

Open AccessArticle

Concatenated Vector Representation with the Asymmetric GloVe Model

Junfeng Shi, Jihong Li

2025, 4(1): 100002. doi: 10.53941/ijndi.2025.100002

23 Downloaded

58 Viewed

1 Cited

Open AccessArticle

Security Coordination Control for the Belt Conveyor Systems with False Data Injection Attacks

Lei Ma, Hao Zhang, Guoqing Wang, Chunyu Yang, Linna Zhou

2025, 4(1): 100001. doi: 10.53941/ijndi.2025.100001

35 Downloaded

109 Viewed

Open AccessArticle

String Stable Bidirectional Platooning Control for Heterogeneous Connected Automated Vehicles

Dengfeng Pan

2024, 3(4): 100026. doi: 10.53941/ijndi.2024.100026

30 Downloaded

404 Viewed

Open AccessArticle

Underwater Detection: A Brief Survey and a New Multitask Dataset

Yu Wei, Yi Wang, Baofeng Zhu, Chi Lin, Dan Wu, Xinwei Xue, Ruili Wang

2024, 3(4): 100025. doi: 10.53941/ijndi.2024.100025

42 Downloaded

217 Viewed

Open AccessArticle

Conditional Generative Adversarial Net based Feature Extraction along with Scalable Weakly Supervised Clustering for Facial Expression Classification

Ze Chen, Lu Zhang, Jiaming Tang, Jiafa Mao, Weiguo Sheng

2024, 3(4): 100024. doi: 10.53941/ijndi.2024.100024

28 Downloaded

123 Viewed

3 Cited

Open AccessArticle

Recursive Strong Tracking Filtering for Power Harmonic Detection With Outliers-Resistant Event-Triggered Mecha-nism

Xingzhen Bai, Guhui Li, Mingyu Ding, Liqun Yu, Yufeng Sun

2024, 3(4): 100023. doi: 10.53941/ijndi.2024.100023

11 Downloaded

56 Viewed

Open AccessArticle

An automatic coke optical texture recognition method based on semantic segmentation model

Xialin Wang, Xiu Kan, Zhen Zhang, Weizhou Sun

2024, 3(4): 100022. doi: 10.53941/ijndi.2024.100022

21 Downloaded

79 Viewed

Open AccessArticle

Centralized Fusion Estimation in Networked Systems: Addressing Deception Attacks and Packet Dropouts with a Zero-Order Hold Approach

Raquel Caballero-Águila, Josefa Linares-Pérez

2024, 3(4): 100021. doi: 10.53941/ijndi.2024.100021

25 Downloaded

75 Viewed

Open AccessArticle

The Promise of Applying Machine Learning Techniques to Network Function Virtualization

Houda Jmila, Mohamed Ibn Khedher, Mounim A. El-Yacoubi

2024, 3(4): 100020. doi: 10.53941/ijndi.2024.100020

23 Downloaded

109 Viewed

3 Cited

Open AccessArticle

CCE-Net: Causal Convolution Embedding Network for Streaming Automatic Speech Recognition

Feiteng Deng, Yue Ming, Boyang Lyu

2024, 3(3): 100019. doi: 10.53941/ijndi.2024.100019

22 Downloaded

99 Viewed

Open AccessArticle

Adaptive Fixed-time Control for Multiple Switched Coupled Neural Networks

Linhao Zhao, Boqian Li

2024, 3(3): 100018. doi: 10.53941/ijndi.2024.100018

19 Downloaded

64 Viewed

11 Cited

Open AccessArticle

Many-Objective Simulation Optimization for Camp Location Problems in Humanitarian Logistics

Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Freek Boesjes, Anastasia Anagnostou, Simon J. E. Taylor, Xiaohui Liu, Derek Groen

2024, 3(3): 100017. doi: 10.53941/ijndi.2024.100017

33 Downloaded

441 Viewed

Open AccessArticle

Multi-Dimensional Adaptive Learning Rate Gradient Descent Optimization Algorithm for Network Training in Magneto-Optical Defect Detection

Yiping Liang, Lulu Tian, Xu Zhang, Xiao Zhang, Libing Bai

2024, 3(3): 100016. doi: 10.53941/ijndi.2024.100016

21 Downloaded

104 Viewed

Open AccessArticle

Guaranteed Cost Intermittent Control for Discrete-Time System: A Data-Driven Method

Yi Zou, Engang Tian

2024, 3(3): 100015. doi: 10.53941/ijndi.2024.100015

19 Downloaded

74 Viewed

Open AccessArticle

Emotion Contagion Model for Dynamical Crowd Path Planning

Yunpeng Wu, Xiangming Huang, Zhen Tian, Xiaoqiang Yan, Hui Yu

2024, 3(3): 100014. doi: 10.53941/ijndi.2024.100014

30 Downloaded

144 Viewed

Open AccessArticle

Video Summarization Using U-shaped Non-local Network

Shasha Zang, Haodong Jin, Qinghao Yu, Sunjie Zhang, Hui Yu

2024, 3(2): 100013. doi: 10.53941/ijndi.2024.100013

29 Downloaded

97 Viewed

Open AccessArticle

Multi-Scale Class Attention Network for Diabetes Retinopathy Grading

Hongyu Chen, Ronghua Wu, Chen Tao, Wenjing Xu, Hongzhe Liu, Cheng Xu, Muwei Jian

2024, 3(2): 100012. doi: 10.53941/ijndi.2023.100012

22 Downloaded

83 Viewed

4 Cited

Open AccessArticle

Time Perspective-Enhanced Suicidal Ideation Detection Using Multi-Task Learning

Qianyi Yang, Jing Zhou, Zheng Wei

2024, 3(2): 100011. doi: 10.53941/ijndi.2024.100011

20 Downloaded

281 Viewed

Open AccessArticle

Adaptive Neural Event-Triggered Output-Feedback Optimal Tracking Control for Discrete-Time Pure-Feedback Nonlinear Systems

Wei Wang, Min Wang

2024, 3(2): 100010. doi: 10.53941/ijndi.2024.100010

17 Downloaded

194 Viewed

Open AccessArticle

UNet and Variants for Medical Image Segmentation

Walid Ehab, Lina Huang, Yongmin Li

2024, 3(2): 100009. doi: 10.53941/ijndi.2024.100009

79 Downloaded

765 Viewed

18 Cited

Open AccessArticle

Localization and Mapping Method Based on Multimodal Information Fusion and Deep Learning for Dynamic Object Removal

Chong Ma, Peng Cheng, Chenxiao Cai

2024, 3(2): 100008. doi: 10.53941/ijndi.2024.100008

29 Downloaded

101 Viewed

3 Cited

Open AccessArticle

Distillation-Based User Selection for Heterogeneous Federated Learning

Bowen Li, Wenling Li

2024, 3(2): 100007. doi: 10.53941/ijndi.2024.100007

15 Downloaded

370 Viewed

Open AccessArticle

Learning Regression Distribution: Information Diffusion from Template to Search for Visual Object Tracking

Shuo Hu, Jinbo Lu, Sien Zhou

2024, 3(1): 100006. doi: 10.53941/ijndi.2024.100006

14 Downloaded

210 Viewed