Special Issue on Bias and Fairness

ISSN: 1384-5810 (Print) 1573-756X (Online)

In this topical collection (13 articles)

  1. No Access

    OriginalPaper

    Making individually fair predictions with causal pathways

    Yoichi Chikahara, Shinsaku Sakaue, Akinori Fujino… Pages 1327-1373

  2. OriginalPaper

    FiSH: fair spatial hot spots

    Deepak P., Sowmya S. Sundaram Pages 1374-1403
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  3. No Access

    OriginalPaper

    Making clusterings fairer by post-processing: algorithms, complexity results and experiments

    Ian Davidson, Zilong Bai, Cindy Mylinh Tran… Pages 1404-1440

  4. No Access

    OriginalPaper

    Social norm bias: residual harms of fairness-aware algorithms

    Myra Cheng, Maria De-Arteaga, Lester Mackey… Pages 1858-1884

  5. OriginalPaper

    Bias characterization, assessment, and mitigation in location-based recommender systems

    Pablo Sánchez, Alejandro Bellogín, Ludovico Boratto Pages 1885-1929
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  6. No Access

    OriginalPaper

    Enforcing fairness using ensemble of diverse Pareto-optimal models

    Vitória Guardieiro, Marcos M. Raimundo, Jorge Poco Pages 1930-1958

  7. No Access

    OriginalPaper

    Efficient algorithms for fair clustering with a new notion of fairness

    Shivam Gupta, Ganesh Ghalme, Narayanan C. Krishnan… Pages 1959-1997

  8. OriginalPaper

    Fair detection of poisoning attacks in federated learning on non-i.i.d. data

    Ashneet Khandpur Singh, Alberto Blanco-Justicia… Pages 1998-2023
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  9. No Access

    OriginalPaper

    Exploring potential biases towards blockbuster items in ranking-based recommendations

    Emre Yalcin Pages 2033-2073

  10. OriginalPaper

    Algorithmic fairness datasets: the story so far

    Alessandro Fabris, Stefano Messina… Pages 2074-2152
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  11. OriginalPaper

    An external stability audit framework to test the validity of personality prediction in AI hiring

    Alene K. Rhea, Kelsey Markey, Lauren D’Arinzo… Pages 2153-2193
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  12. No Access

    OriginalPaper

    Fairness in vulnerable attribute prediction on social media

    Mariano G. Beiró, Kyriaki Kalimeri Pages 2194-2213

  13. No Access

    OriginalPaper

    Reducing polarization and increasing diverse navigability in graphs by inserting edges and swapping edge weights

    Shahrzad Haddadan, Cristina Menghini… Pages 2334-2378