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Dealing with Atypical Instances in Evidential Decision-Making.

, , and . SUM, volume 12322 of Lecture Notes in Computer Science, page 217-225. Springer, (2020)

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Classification by pairwise coupling of imprecise probabilities., and . Pattern Recognit., (2018)Cautious Random Forests: a New Decision Strategy and some Experiments., , and . ISIPTA, volume 147 of Proceedings of Machine Learning Research, page 369-372. PMLR, (2021)Pairwise classifier combination using belief functions., , and . Pattern Recognit. Lett., 28 (5): 644-653 (2007)Inferring from an Imprecise Plackett-Luce Model: Application to Label Ranking., , , and . SUM, volume 12322 of Lecture Notes in Computer Science, page 98-112. Springer, (2020)Logistic Regression of Soft Labeled Instances via the Evidential EM Algorithm.. Belief Functions, volume 8764 of Lecture Notes in Computer Science, page 77-86. Springer, (2014)Cautious relational clustering: A thresholding approach., , and . Expert Syst. Appl., (2020)Vehicle consumption estimation via calibrated Gaussian Process regression., , , and . IV, page 71-76. IEEE, (2022)Estimating energy consumption of a PHEV using vehicle and on-board navigation data., , , and . Intelligent Vehicles Symposium, page 755-760. IEEE, (2015)Probabilistic Circuits with Constraints via Convex Optimization., , and . CoRR, (2024)Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression., , and . Adv. Data Anal. Classif., 11 (4): 659-690 (2017)