@InProceedings{manzella_et_al:LIPIcs.TIME.2021.7, author = {Manzella, Federico and Pagliarini, Giovanni and Sciavicco, Guido and Stan, Ionel Eduard}, title = {{Interval Temporal Random Forests with an Application to COVID-19 Diagnosis}}, booktitle = {28th International Symposium on Temporal Representation and Reasoning (TIME 2021)}, pages = {7:1--7:18}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-206-8}, ISSN = {1868-8969}, year = {2021}, volume = {206}, editor = {Combi, Carlo and Eder, Johann and Reynolds, Mark}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.TIME.2021.7}, URN = {urn:nbn:de:0030-drops-147837}, doi = {10.4230/LIPIcs.TIME.2021.7}, annote = {Keywords: Interval temporal logic, decision trees, random forests, sound-based diagnosis} }