Potential and Limitations of Designing a Deep Learning Model for Discovering New Archaeological Sites

Author:

Roccetti Marco1,Casini Luca1,Delnevo Giovanni1,Orrù Valentina1,Marchetti Nicolò1

Affiliation:

1. Alma Mater Studiourum - University of Bologna

Publisher

ACM

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4. Scott Mayer McKinney Marcin Sieniek Varun Godbole Jonathan Godwin Natasha Antropova Hutan Ashrafian Trevor Back Mary Chesus Greg C. Corrado Ara Darzi Mozziyar Etemadi Florencia Garcia-Vicente Fiona J. Gilbert Mark Halling-Brown Demis Hassabis Sunny Jansen Alan Karthikesalingam Christopher J. Kelly Dominic King Joseph R. Ledsam David Melnick Hormuz Mostofi Lily Peng Joshua Jay Reicher Bernardino Romera-Paredes Richard Sidebottom Mustafa Suleyman Daniel Tse Kenneth C. Young Jeffrey De Fauw and Shravya Shetty. 2020. International evaluation of an AI system for breast cancer screening. Nature 577 7788:89--94. Scott Mayer McKinney Marcin Sieniek Varun Godbole Jonathan Godwin Natasha Antropova Hutan Ashrafian Trevor Back Mary Chesus Greg C. Corrado Ara Darzi Mozziyar Etemadi Florencia Garcia-Vicente Fiona J. Gilbert Mark Halling-Brown Demis Hassabis Sunny Jansen Alan Karthikesalingam Christopher J. Kelly Dominic King Joseph R. Ledsam David Melnick Hormuz Mostofi Lily Peng Joshua Jay Reicher Bernardino Romera-Paredes Richard Sidebottom Mustafa Suleyman Daniel Tse Kenneth C. Young Jeffrey De Fauw and Shravya Shetty. 2020. International evaluation of an AI system for breast cancer screening. Nature 577 7788:89--94.

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1. Archeological Sites Classification Through Partial Imaging and Convolutional Neural Networks;International Journal of Online and Biomedical Engineering (iJOE);2023-06-13

2. A human–AI collaboration workflow for archaeological sites detection;Scientific Reports;2023-05-29

3. Toward a Holistic Approach to the Socio-historical Analysis of Vernacular Photos;ACM Transactions on Multimedia Computing, Communications, and Applications;2022-10-31

4. When Machines Find Sites for the Archaeologists: A Preliminary Study with Semantic Segmentation applied on Satellite Imagery of the Mesopotamian Floodplain;Conference on Information Technology for Social Good;2022-09-07

5. A river flooding detection system based on deep learning and computer vision;Multimedia Tools and Applications;2022-05-06

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