Concepedia

Shangwei Dai

SD

6

Publications

144

Citations

6

H-Index

2021

Active since

Affiliations

Shantou University(Current)

Shangwei Dai is an author at Shantou University specializing in pattern recognition, engineering, and data science.

Top concepts

EngineeringPattern RecognitionData ScienceDeep LearningComputer ScienceMachine LearningBiometricsData MiningMachine VisionComputer Vision

Publications per year

2021–2024

6

Publications

6

Event recognition method based on dual-augmentation for a Φ-OTDR system with a few training samples

Yi Shi, Shangwei Dai, Xinyu Liu et al. · Optics Express · 2022 · 52 citations · Full text

Anomaly Detection, Machine Learning, Time Series Transfer +18

Φ-OTDR Event Recognition System Based on Valuable Data Selection

Yi Shi, Jiewei Chen, Shangwei Dai et al. · Journal of Lightwave Technology · 2023 · 27 citations

Data Annotation, Engineering, Machine Learning +18

A Recognition Method for Multi-Radial-Distance Event of Φ-OTDR System Based on CNN

Yi Shi, Shangwei Dai, Tao Jiang et al. · IEEE Access · 2021 · 20 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Multi-signal feature fusion method with an attention mechanism for the Φ-OTDR event recognition system

Yi Shi, Jiewei Chen, Shangwei Dai et al. · Optics Express · 2022 · 19 citations · Full text

Different Signal Representations, Engineering, Feature Fusion +11

Multi-point vibration positioning method for long-distance forward transmission distributed vibration sensing

Xing Rao, Shangwei Dai, Ming Chen et al. · Optics Express · 2024 · 15 citations · Full text

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