30 citations
- Kuwait UniversityKW19 papers
- National University of MalaysiaMY19 papers
- A. Alikhanyan National LaboratoryAM18 papers
- AGH University of KrakowPL18 papers
- Arak UniversityIR18 papers
- Babeș-Bolyai UniversityRO18 papers
- Baylor UniversityUS18 papers
- Beihang UniversityCN18 papers
- Benemérita Universidad Autónoma de PueblaMX18 papers
- Boğaziçi UniversityTR18 papers
- Brandenburg University of Technology Cottbus-SenftenbergDE18 papers
- Brown UniversityUS18 papers
Showing cs.LGShow all
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cs.LG2023★ 18 cited
Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation
Andrei Velichko, Maksim Belyaev, Yuriy Izotov +2
Entropy measures are effective features for time series classification problems. Traditional entropy measures, such as Shannon entropy, use probability distribution function. Howev…
cs.LG2022★ 13 cited
Novel techniques for improving NNetEn entropy calculation for short and noisy time series
Hanif Heidari, Andrei Velichko, Murugappan Murugappan +1
Entropy is a fundamental concept in the field of information theory. During measurement, conventional entropy measures are susceptible to length and amplitude changes in time serie…