Shenjie Xu, Yong Shen, Hangbin Shen, Binbin Du, Vol. 20, No. 2, February 28, 2026
10.3837/tiis.2026.02.016

• Internet of Things (IoT)
• Intrusion Detection
• Federated learning
• knowledge distillation
• gradient sparsity

S. Kayalvizhi, S. Nagarajan, A. Moorthy, M. Kathiravan, K. Vijaya Bhaskar, Vol. 20, No. 2, February 28, 2026
10.3837/tiis.2026.02.003

• Adaptive Ensemble Meta-Learning
• Stochastic Gradient Descent
• concept drift detection
• Non-Stationary Financial Markets
• Real-Time Prediction

Bin Qiu, Yang Xu, Zhongshan Zhang, Vol. 19, No. 10, October 31, 2025
10.3837/tiis.2025.10.012

• Vehicular Edge Computing
• Resource Allocation
• Task offloading
• load balancing
• Deep Deterministic Policy Gradient
• Task Migration

S. Isabella, G. Manikandan, P. S. Supraja, H. Samiha, Vol. 19, No. 8, August 31, 2025
10.3837/tiis.2025.08.010

• Crow Search Algorithm
• Ensemble learning
• Feature selection
• Heart Disease
• HistGradient Boosting
• Machine Learning

Yanfei Gao, Xiongwei Miao, Guoye Zhang, Vol. 19, No. 4, April 30, 2025
10.3837/tiis.2025.04.004

• Interpretability
• CAM
• multi-scale
• Guided integral gradient

Liping Zhang, Minming Xu, Song Li, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.005

• knowledge graph completion
• generative adversarial networks
• Markov Process
• Graph Convolutional Neural Network
• Dual-Delay Deep Deterministic Policy Gradient based on Correlation and Attention Mechanisms

Trang Nguyen T. H., Taejoon Kim, Vol. 19, No. 1, January 31, 2025
10.3837/tiis.2025.01.012

• TDD configuration
• policy gradients
• Proximal Policy Optimization (PPO)
• Resource Allocation
• Deep Reinforcement Learning

Xuemei Bai, Congcong Hou, Chenjie Zhang, Hanping Hu, Vol. 18, No. 7, July 31, 2024
10.3837/tiis.2024.07.016

• Reconfigurable Intelligent Surface (RIS)
• large-scale multiple-input multiple-output (MIMO)
• gradient descent method
• adaptive learning rate.

Boying Zhao, Yuanyuan Qu, Mengliang Mu, Bing Xu, Wei He, Vol. 18, No. 5, May 31, 2024
10.3837/tiis.2024.05.003

• belief rule base
• Bearing
• Fault diagnosis
• extreme gradient boosting
• Class Imbalance
• Interpretability

Tao Li, Liang Wang, Lina Wang, Rui Han, Vol. 18, No. 5, May 31, 2024
10.3837/tiis.2024.05.001

• super-resolution
• Generative Adversarial Network
• Relative humidity
• Deep Learning
• gradient penalty