Research graph
References from Nested Spatiotemporal Anomaly Detection with Semantic Augmentation: A Case Study in Heritage Conservation. Local targets link to admitted publications; unresolved targets remain external evidence.
Practices and challenges of cultural heritage conservation in historical and religious heritage sites: Evidence from North Shoa Zone, Amhara Region, Ethiopia
10.1186/s40494-022-00802-6 · 2022 · External reference
10.3390/su17104565
10.3390/su17104565 · External reference
Navigating Complexity in Sustainable Conservation: A Multi-Criteria Decision Making of Architectural Heritage in Urbanizing China
10.1016/j.jobe.2025.111906 · 2025 · External reference
10.12783/shm2025/37552
10.12783/shm2025/37552 · External reference
Artificial intelligence-assisted visual inspection for cultural heritage: State-of-the-art review
10.1016/j.culher.2024.01.005 · 2024 · External reference
Computational methods for wireless structural health monitoring of cultural heritages
10.1088/1742-6596/1131/1/012005 · 2018 · External reference
10.3390/s25010190
10.3390/s25010190 · External reference
Towards a Rigorous Evaluation of Time-Series Anomaly Detection
2022 · External reference
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10.3390/electronics13071254
10.3390/electronics13071254 · External reference
10.1145/3292500.3330672
10.1145/3292500.3330672 · External reference
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10.14778/3514061.3514067
10.14778/3514061.3514067 · External reference
10.1007/s10462-026-11660-0
10.1007/s10462-026-11660-0 · External reference
Multivariate time-series anomaly detection via temporal convolutional and graph attention networks
2023 · External reference
10.1109/icdm50108.2020.00093
10.1109/icdm50108.2020.00093 · External reference
10.1109/besc64747.2024.10780512
10.1109/besc64747.2024.10780512 · External reference
Correlation-Aware Spatial–Temporal Graph Learning for Multivariate Time-Series Anomaly Detection
10.1109/tnnls.2023.3325667 · 2024 · External reference
10.3390/buildings14092828
10.3390/buildings14092828 · External reference
10.5220/0012464000003660
10.5220/0012464000003660 · External reference
10.1109/icassp49660.2025.10890568
10.1109/icassp49660.2025.10890568 · External reference
10.3233/faia250234
10.3233/faia250234 · External reference
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10.1007/978-3-031-41620-0_10
10.1007/978-3-031-41620-0_10 · External reference
Damage functions in heritage science
10.1179/2047058412y.0000000073 · 2013 · External reference
An interpretable deep learning framework for intrusion detection in industrial Internet of Things
10.1016/j.iot.2025.101681 · 2025 · External reference
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10.1007/978-3-030-73973-7_5
10.1007/978-3-030-73973-7_5 · External reference
Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median
10.1016/j.jesp.2013.03.013 · 2013 · External reference
Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data
10.1037/met0000079 · 2016 · External reference
10.1109/icdm.2008.17
10.1109/icdm.2008.17 · External reference
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Graph neural network-based anomaly detection in multivariate time series
10.1609/aaai.v35i5.16523 · 2021 · External reference
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Statistical aspects of Wasserstein distances
10.1146/annurev-statistics-030718-104938 · 2019 · External reference
Effect size guidelines for individual differences researchers
10.1016/j.paid.2016.06.069 · 2016 · External reference
10.1007/978-3-030-73973-7_5
10.1007/978-3-030-73973-7_5 · ExternalCitation · doi-reference
10.1007/978-3-031-41620-0_10
10.1007/978-3-031-41620-0_10 · ExternalCitation · doi-reference
10.1007/s10462-026-11660-0
10.1007/s10462-026-11660-0 · ExternalCitation · doi-reference
Artificial intelligence-assisted visual inspection for cultural heritage: State-of-the-art review
10.1016/j.culher.2024.01.005 · ExternalCitation · doi-reference
An interpretable deep learning framework for intrusion detection in industrial Internet of Things
10.1016/j.iot.2025.101681 · ExternalCitation · doi-reference
Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median
10.1016/j.jesp.2013.03.013 · ExternalCitation · doi-reference
Navigating Complexity in Sustainable Conservation: A Multi-Criteria Decision Making of Architectural Heritage in Urbanizing China
10.1016/j.jobe.2025.111906 · ExternalCitation · doi-reference
Effect size guidelines for individual differences researchers
10.1016/j.paid.2016.06.069 · ExternalCitation · doi-reference
Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data
10.1037/met0000079 · ExternalCitation · doi-reference
Computational methods for wireless structural health monitoring of cultural heritages
10.1088/1742-6596/1131/1/012005 · ExternalCitation · doi-reference
10.1109/besc64747.2024.10780512
10.1109/besc64747.2024.10780512 · ExternalCitation · doi-reference
10.1109/icassp49660.2025.10890568
10.1109/icassp49660.2025.10890568 · ExternalCitation · doi-reference
10.1109/icdm.2008.17
10.1109/icdm.2008.17 · ExternalCitation · doi-reference
10.1109/icdm50108.2020.00093
10.1109/icdm50108.2020.00093 · ExternalCitation · doi-reference
Correlation-Aware Spatial–Temporal Graph Learning for Multivariate Time-Series Anomaly Detection
10.1109/tnnls.2023.3325667 · ExternalCitation · doi-reference
10.1145/3292500.3330672
10.1145/3292500.3330672 · ExternalCitation · doi-reference
Statistical aspects of Wasserstein distances
10.1146/annurev-statistics-030718-104938 · ExternalCitation · doi-reference
Damage functions in heritage science
10.1179/2047058412y.0000000073 · ExternalCitation · doi-reference
Practices and challenges of cultural heritage conservation in historical and religious heritage sites: Evidence from North Shoa Zone, Amhara Region, Ethiopia
10.1186/s40494-022-00802-6 · ExternalCitation · doi-reference
10.12783/shm2025/37552
10.12783/shm2025/37552 · ExternalCitation · doi-reference
10.14778/3514061.3514067
10.14778/3514061.3514067 · ExternalCitation · doi-reference
Graph neural network-based anomaly detection in multivariate time series
10.1609/aaai.v35i5.16523 · ExternalCitation · doi-reference
10.3233/faia250234
10.3233/faia250234 · ExternalCitation · doi-reference
10.3390/buildings14092828
10.3390/buildings14092828 · ExternalCitation · doi-reference
10.3390/electronics13071254
10.3390/electronics13071254 · ExternalCitation · doi-reference
10.3390/s25010190
10.3390/s25010190 · ExternalCitation · doi-reference
10.3390/su17104565
10.3390/su17104565 · ExternalCitation · doi-reference
10.5220/0012464000003660
10.5220/0012464000003660 · ExternalCitation · doi-reference
