Preference Learning and Ranking by Pairwise Comparison
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Publication:3061113
DOI10.1007/978-3-642-14125-6_4zbMath1214.68286DBLPbooks/daglib/p/FurnkranzH10aOpenAlexW1617122252WikidataQ59195230 ScholiaQ59195230MaRDI QIDQ3061113
Johannes Fürnkranz, Eyke Hüllermeier
Publication date: 14 December 2010
Published in: Preference Learning (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/978-3-642-14125-6_4
Learning and adaptive systems in artificial intelligence (68T05) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)
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A review on instance ranking problems in statistical learning ⋮ Information efficient learning of complexly structured preferences: elicitation procedures and their application to decision making under uncertainty ⋮ Ranking procedures by pairwise comparison using random sets and the imprecise Dirichlet model ⋮ Simple ranking method using reference profiles: incremental elicitation of the preference parameters ⋮ \texttt{GLISp-r}: a preference-based optimization algorithm with convergence guarantees ⋮ Robust ordinal regression in preference learning and ranking ⋮ Cautious classification based on belief functions theory and imprecise relabelling ⋮ Scalable Bayesian preference learning for crowds
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