仅表示这篇论文与本数据集在文献网络中相邻, 不代表该论文确实使用了本数据集。

• Anomaly Detection in Smart Environments: A Comprehensive Survey 2024 · 综述收录
• Timed fuzzy quantum-inspired anomaly detection in industrial scenarios 2026 · 用于方法验证
• Adaptive Statistical Windowing for Anomaly Detection in Industrial Sensor Signals 2026 · 用于方法验证
• Anomaly Detection and Fault Diagnosis Based on Action States for Excavators 2026 · 用于方法验证
• Uncertainty-Aware Temporal Convolutional Networks for Multivariate Anomaly Detection: A Composite-Objective Framework with Chebyshev Bounds 2026 · 用于方法验证
• Nonlinear and Trend-Aware Industrial Time Series Anomaly Detection with Federated Learning 2026 · 用于方法验证
• Prototype-Based Dynamic Autoencoders for Real-Time Anomaly Detection and Explainability 2026 · 用于方法验证
• HDT-AD: Collapse-Resistant Streaming Anomaly Detection in Constant Memory via Hyperdimensional Transforms 2026 · 用于方法验证
• Domain-Prior-Regularized Graph Modeling for Anomaly Detection in Cyber-Physical Systems 2026 · 用于方法验证
• A Deep Learning Approach for Time Series Data Correction:Integrating Autoencoder-Based GANs andCorrelation Analysis 2026 · 候选引用(未核验)
• Federated Deep Learning for Telecom-Orchestrated Anomaly Detection in Industrial IoT Critical Infrastructure Networks 2026 · 候选引用(未核验)
• IoT Anomaly Detection Using Picture Fuzzy Clustering Approach 2026 · 候选引用(未核验)
• EcoChainAI: Multi-Facility Industrial Telemetry and Carbon Emission Benchmark Dataset Suite 2026 · 候选引用(未核验)
• EcoChainAI: Multi-Facility Industrial Telemetry and Carbon Emission Benchmark Dataset Suite 2026 · 候选引用(未核验)
• Benchmarking IoT Time-Series AD with Event-Level Augmentations 2026 · 候选引用(未核验)
• RAMSeS: Robust and Adaptive Model Selection for Time-Series Anomaly Detection Algorithms 2026 · 候选引用(未核验)
• FactoryNet: A Large-Scale Dataset toward Industrial Time-Series Foundation Models 2026 · 候选引用(未核验)
• Generalized Stochastic Approximation of the Log-Likelihood Ratio for Robust Sequential Change-Point Detection 2026 · 候选引用(未核验)
• Giving Sensors a Voice: Multimodal JEPA for Semantic Time-Series Embeddings 2026 · 候选引用(未核验)
• Weighted Score-Oriented Losses for Temporally Localized Event Prediction 2026 · 候选引用(未核验)

仅列前 20 篇(首发/综述优先,按年份倒序);全量见 API。