2 citations · 4 across the 4 of their papers we have counts for
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DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions
Michel Dione, Jerry Lonlac, Hélène Louis +2
Distributed Acoustic Sensing (DAS) enables large-scale monitoring through optical fibers, but its high dimensionality and complex spatio-temporal patterns make event classification…
Extracting Seasonal Gradual Patterns from Temporal Sequence Data Using Periodic Patterns Mining
Jerry Lonlac, Arnaud Doniec, Marin Lujak +1
Mining frequent episodes aims at recovering sequential patterns from temporal data sequences, which can then be used to predict the occurrence of related events in advance. On the…
Discovering Frequent Gradual Itemsets with Imprecise Data
Michaël Chirmeni Boujike, Jerry Lonlac, Norbert Tsopze +1
The gradual patterns that model the complex co-variations of attributes of the form "The more/less X, The more/less Y" play a crucial role in many real world applications where the…