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Reducing Bias in AI-based Analysis of Visual Artworks
8 references·0 citing·37 second hop
Reducing Bias in AI-based Analysis of Visual Artworks (2022)Reducing Bias in AI-based Analysis of Vis…Fair train-test split in machine learning: Mitigating spatial autocorrelation for improved prediction accuracy (2021)Fair train-test split in mach…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…The application of state-of-the-art technologies to support artwork conservation: Literature review (2020)The application of state-of-t…REPAIR: Removing Representation Bias by Dataset Resampling (2019)REPAIR: Removing Representati…Experimental study on merits of virtual cleaning of paintings with aged varnish (2015)Experimental study on merits …Determining the sexual identities of prehistoric cave artists using digitized handprints (2010)Determining the sexual identi…Estimating the location of illuminants in realist master paintings Computer image analysis addresses a debate in art history of the Baroque (2006)Estimating the location of il…Secret Knowledge : Rediscovering the Lost Techniques of the Old Masters (1969)Secret Knowledge : Rediscover…Digital imagery for significant cultural and historical materials (2005)Sexual dimorphism in Upper Palaeolithic hand stencils (2006)The nature of Paleolithic art (2006)The Influence of Varnishes on the Appearance of Paintings (1987)Multispectral imaging system for the mapping of pigments in works of art by use of principal-component analysis (1998)Visible and Infrared Imaging Spectroscopy of Picasso's Harlequin Musician: Mapping and Identification of Artist Materials in Situ (2010)Digitally reconstructing Van Gogh's Field with Irises near Arles. Part 1: Varnish (2017)Supporting history of art with colorimetry: The paintings of Amadeo de Souza‐Cardoso (2017)A Portable Dynamic Laser Speckle System for Sensing Long-Term Changes Caused by Treatments in Painting Conservation (2018)Fairness through awareness (2012)Semantics derived automatically from language corpora contain human-like biases (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Certifying and Removing Disparate Impact (2015)Equality of Opportunity in Supervised Learning (2016)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Climate Change, Environmental Disasters, and Health Inequities: The Underlying Role of Structural Inequalities (2022)Representation Bias in Data: A Survey on Identification and Resolution Techniques (2023)Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques (2024)Raman spectroscopic library of natural and synthetic pigments (pre- ≈ 1850 AD) (1997)Multispectral and hyperspectral imaging technologies in conservation: current research and potential applications (2006)A Decade of Raman Spectroscopy in Art and Archaeology (2007)Current progress on murals: distribution, conservation and utilization (2023)Unmixing and pigment identification using visible and short-wavelength infrared: Reflectance vs logarithm reflectance hyperspaces (2023)Climate Change and Cultural Heritage: A Global Mapping of the UNESCO Thematic Indicators in Conjunction with Advanced Technologies for Cultural Sustainability (2024)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Spatial pattern and ecological analysis (1989)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Adapting machine learning for environmental spatial data - A review (2024)To what extent walking and biking are substitutes or complements to public transport? Interpretable machine learning findings from the University of Lyon, France (2024)COIStories: Explanation and Evidence in the History of Science (2002)Beyond Mimesis and Convention (2010)Art in an age of artificial intelligence (2022)Locating illumination sources from lighting on planar surfaces in paintings: An application to Georges de la Tour and Caravaggio (2008)Did Early Renaissance Painters Trace Optically Projected Images? The Conclusion of Independent Scientists, Art Historians, and Artists (2017)
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References

  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
  • 1969Secret Knowledge : Rediscovering the Lost Techniques of the Old Masters272 cited
  • 2019REPAIR: Removing Representation Bias by Dataset Resampling228 cited
  • 2021Fair train-test split in machine learning: Mitigating spatial autocorrelation for improved prediction accuracy111 cited
  • 2020The application of state-of-the-art technologies to support artwork conservation: Literature review91 cited
  • 2006Estimating the location of illuminants in realist master paintings Computer image analysis addresses a debate in art history of the Baroque24 cited
  • 2015Experimental study on merits of virtual cleaning of paintings with aged varnish23 cited
  • 2010Determining the sexual identities of prehistoric cave artists using digitized handprints16 cited

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