OpenCodePapers

time-series-classification-on-japanesevowels

Time Series AnalysisTime Series Classification

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Paper	Code	Accuracy	NLL	ModelName	ReleaseDate
Multivariate LSTM-FCNs for Time Series Classification	✓ Link	0.99		MALSTM-FCN	2018-01-14
Improving Position Encoding of Transformers for Multivariate Time Series Classification	✓ Link	0.9891		ConvTran	2023-05-26
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.986	0.052	GP-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.986	0.067	GP-KConv1D	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.985	0.053	GP-Sig-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.982	0.061	GP-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.982	0.069	GP-Sig	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.981	0.080	GP-Sig-LSTM	2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.980		FCN-SNLST	2020-06-12
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.979		SNLST	2020-06-12