Machine Learning for Cultural Heritage: A Survey

• Beyond the Greater Angkor Region: Automatic large-scale mapping of Angkorian-period reservoirs in satellite imagery using deep learning

  2025 PLoS ONE article Earth and Planetary Sciences Archaeological Research and Protection Open access

  6

  citations
• Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects

  2025 PeerJ article Computer Science Research Data Management Practices Open access

  3

  citations
• Tranfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on Lidar Data

  2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) conference-paper Earth and Planetary Sciences Archaeological Research and Protection

  3

  citations
• Introduction to the Special Issue on Digital Natural and Cultural Heritage: Opportunities and Challenges

  2023 Journal on Computing and Cultural Heritage editorial Arts and Humanities Digital Humanities and Scholarship Open access

  2

  citations
• Information Extraction and Machine Learning for Archaeological Texts

  2023 Quantitative archaeology and archaeological modelling book-chapter Social Sciences Computational and Text Analysis Methods Open access

  1

  citations
• Field systems and later prehistoric land use: New insights into land use detectability and palaeodemography in the Netherlands through LiDAR, automatic detection and traditional field data

  2022 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  8

  citations
• Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights

  2022 Remote Sensing article Earth and Planetary Sciences Archaeological Research and Protection Open access

  43

  citations
• Labelling the past: data set creation and multi-label classification of Dutch archaeological excavation reports

  2021 Language Resources and Evaluation article Computer Science Text and Document Classification Technologies Open access

  7

  citations
• Applying automated object detection in archaeological practice: A case study from the southern Netherlands

  2021 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  40

  citations
• Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands

  2020 ISPRS International Journal of Geo-Information article Earth and Planetary Sciences Archaeological Research and Protection Open access

  68

  citations

10 results