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cs.LG2023
Knowledge Extraction with Interval Temporal Logic Decision Trees
Guido Sciavicco, Stan Ionel Eduard
Multivariate temporal, or time, series classification is, in a way, the temporal generalization of (numeric) classification, as every instance is described by multiple time series…
cs.LG2021★ 2 cited
Decision Tree Learning with Spatial Modal Logics
Giovanni Pagliarini, Guido Sciavicco
Symbolic learning represents the most straightforward approach to interpretable modeling, but its applications have been hampered by a single structural design choice: the adoption…