Ma Zhi

Probabilistic principal component analysis‐based anomaly detection for structures with missing data

Ma Zhi, Chung‐Bang Yun, Hua‐Ping Wan et al. · Structural Control and Health Monitoring · 2021 · 45 citations

Anomaly Detection, Engineering, Deterioration Modeling +19

Comprehensive evaluation and optimization of agricultural system: An emergy approach

Qingsong Wang, Ma Zhi, Qiao Ma et al. · Ecological Indicators · 2019 · 36 citations

Agricultural Engineering, Precision Agriculture, Emergy Approach +6

EfficientNet-ECA: A lightweight network based on efficient channel attention for class-imbalanced welding defects classification

Yue Zhang, Qiang Zhan, Ma Zhi · Advanced Engineering Informatics · 2024 · 33 citations

Convolutional Neural Network, Engineering, Machine Learning +10

Is cement pavement more sustainable than permeable brick pavement? A case study for Jinan, China

Qingsong Wang, Ma Zhi, Xueliang Yuan et al. · Journal of Cleaner Production · 2019 · 22 citations

Highway Pavement, Pavement Engineering, Cementation +8

An MPPCA-based approach for anomaly detection of structures under multiple operational conditions and missing data

Ma Zhi, Yaozhi Luo, Chung‐Bang Yun et al. · Structural Health Monitoring · 2022 · 19 citations

Anomaly Detection, Engineering, Multiple Operational Conditions +24