Time Series Clustering and Classification
portes grátis
Time Series Clustering and Classification
Caiado, Jorge; D'Urso, Pierpaolo; Maharaj, Elizabeth Ann
Taylor & Francis Ltd
06/2021
246
Mole
Inglês
9781032093499
15 a 20 dias
453
Descrição não disponível.
1. Introduction 2. Time Series Features and Models 3. Traditional cluster analysis 4. Fuzzy clustering 5. Observation-based clustering 6. Feature-based clustering 7. Model-based clustering 8. Other time series clustering approaches 9. Feature-based classification approaches 10. Other time series classification approaches 11.Software and Data Sets
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Maximum Overlap Discrete Wavelet Transform;DJIA Stock;clustering;Noise Cluster;classification;Heteroskedastic Time Series;unsupervised;Clustering Time Series;supervised;Fuzzy Partition Matrix;model-based;Wavelet Covariance;machine learning;GEV Distribution;Wavelet Variance;Data Sets;Fuzzy Clustering;Periodogram Ordinates;Wavelet Correlation;Traditional Cluster Analysis;Observed Time Series;DTW;Time Series Classification;Gaussian Mixture Models;Membership Degrees;Multivariate Time Series;ARMA Model;FcM Cluster Method;Forecast Densities;Reference Vectors;Complex Demodulation
1. Introduction 2. Time Series Features and Models 3. Traditional cluster analysis 4. Fuzzy clustering 5. Observation-based clustering 6. Feature-based clustering 7. Model-based clustering 8. Other time series clustering approaches 9. Feature-based classification approaches 10. Other time series classification approaches 11.Software and Data Sets
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Maximum Overlap Discrete Wavelet Transform;DJIA Stock;clustering;Noise Cluster;classification;Heteroskedastic Time Series;unsupervised;Clustering Time Series;supervised;Fuzzy Partition Matrix;model-based;Wavelet Covariance;machine learning;GEV Distribution;Wavelet Variance;Data Sets;Fuzzy Clustering;Periodogram Ordinates;Wavelet Correlation;Traditional Cluster Analysis;Observed Time Series;DTW;Time Series Classification;Gaussian Mixture Models;Membership Degrees;Multivariate Time Series;ARMA Model;FcM Cluster Method;Forecast Densities;Reference Vectors;Complex Demodulation
