Search Results for author: Samuel Harford

Found 3 papers, 1 papers with code

Improving Time Series Classification Algorithms Using Octave-Convolutional Layers

no code implementations28 Sep 2021 Samuel Harford, Fazle Karim, Houshang Darabi

In this paper, we experimentally show that by substituting convolutions with OctConv, we significantly improve accuracy for time series classification tasks for most of the benchmark datasets.

Classification Time Series +2

Adversarial Attacks on Multivariate Time Series

no code implementations31 Mar 2020 Samuel Harford, Fazle Karim, Houshang Darabi

Classification models for the multivariate time series have gained significant importance in the research community, but not much research has been done on generating adversarial samples for these models.

Classification Dynamic Time Warping +4

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