Samuel Harford

Multivariate LSTM-FCNs for time series classification

Fazle Karim, Somshubra Majumdar, Houshang Darabi et al. · Neural Networks · 2019 · 1K citations · Full text

Engineering, Machine Learning, Data Science +7

Efficient Classification of Long Time Series by 3-D Dynamic Time Warping

Anooshiravan Sharabiani, Houshang Darabi, Ashkan Rezaei et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 43 citations

Engineering, Machine Learning, Efficient Classification +16

Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders

Samuel Harford, Fazle Karim, Houshang Darabi · IEEE/CAA Journal of Automatica Sinica · 2021 · 39 citations

Engineering, Machine Learning, Data Science +13

A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis

Samuel Harford, Houshang Darabi, Marina Del Rios et al. · Resuscitation · 2019 · 32 citations

Classification Method, Engineering, Machine Learning +11

Asymptotic Dynamic Time Warping calculation with utilizing value repetition

Anooshiravan Sharabiani, Houshang Darabi, Samuel Harford et al. · Knowledge and Information Systems · 2018 · 23 citations

Utilizing Value Repetition, Engineering, Pattern Recognition +4