Concepedia

Perceived individual fairness with a molecular representation for medicine recommendations

Haifeng Liu, Hongfei Lin, Bo Xu, Nan Zhao, Dongzhen Wen, Xiaokun Zhang, Yuan Lin

Knowledge-Based Systems · 2022 · 10 citations · 20 references

Concepts

ComputingMolecular MedicineSocial PsychologyDiscriminationMedical EthicsRecommender SystemsAlgorithmic FairnessBiasFairness In Machine LearningFairness In RecommendationPatient PreferencesFairnessFairness AnalysisFairness In Recommendation SystemsFairness In Recommender SystemsFairness-aware RecommendationIndividual FairnessUser Fairness

References

20

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen et al. · Scientific Data · 2016 · 8.1K citations · Full text

Medicine, Biomedical Informatics, Health Informatics +11

Fairness through awareness

Cynthia Dwork, Moritz Hardt, Toniann Pitassi et al. · 2012 · 3.4K citations

Computing, Social Psychology, Discrimination +14

Measurement of Inequality of Incomes

Corrado Gini · The Economic Journal · 1921 · 1.7K citations

Social Sciences, Economics, Microeconomics +9

On the Art of Compiling and Using 'Drug‐Like' Chemical Fragment Spaces

Jörg Degen, Christof Gerlach, Andrea Zaliani et al. · ChemMedChem · 2008 · 637 citations

Pharmacy, Chemistry, Medicinal Chemistry +13

Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search

Sahin Cem Geyik, Stuart Ambler, Krishnaram Kenthapadi · 2019 · 340 citations · Full text

Computing, Data Science, Information Retrieval +16