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cs.LG2022
COSTI: a New Classifier for Sequences of Temporal Intervals
Jakub Michał Bilski, Agnieszka Jastrzębska
Classification of sequences of temporal intervals is a part of time series analysis which concerns series of events. We propose a new method of transforming the problem to a task o…
cs.LG2022
Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task
Jakub Michał Bilski, Agnieszka Jastrzębska
Time series classification is one of the very popular machine learning tasks. In this paper, we explore the application of Hidden Markov Model (HMM) for time series classification.…