research
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04/28/2022
COSTI: a New Classifier for Sequences of Temporal Intervals
Classification of sequences of temporal intervals is a part of time seri...
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04/28/2022
Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task
Time series classification is one of the very popular machine learning t...
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12/23/2021
Prolog-based agnostic explanation module for structured pattern classification
This paper presents a Prolog-based reasoning module to generate counterf...
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12/09/2021
Measuring Wind Turbine Health Using Drifting Concepts
Time series processing is an essential aspect of wind turbine health mon...
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07/01/2021
Online learning of windmill time series using Long Short-term Cognitive Networks
Forecasting windmill time series is often the basis of other processes s...
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06/30/2021
