Samuel Harford

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improvement of railroad maintenance program: predicting the degradation level of railroad timber ties through the application of the random forest model.
Discov. Artif. Intell.
Faeze Khademi, Houshang Darabi, Daniel Leeb, Samuel Harford, Vipul Dhariwal
2022 J jnl
A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow.
BMC Medical Informatics Decis. Mak.
Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry L. Vanden Hoek, Houshang Darabi
2022 J jnl
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients.
BMC Medical Informatics Decis. Mak.
Maryam Pishgar, Samuel Harford, Julian Theis, William L. Galanter, Jorge Mario Rodríguez-Fernández, L. H. Chaisson, Y. Zhang, A. Trotter, Karl M. Kochendorfer, A. Boppana, Houshang Darabi
2021 J jnl
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders.
IEEE CAA J. Autom. Sinica
Samuel Harford, Fazle Karim, Houshang Darabi
2021 J jnl
Improving Time Series Classification Algorithms Using Octave-Convolutional Layers.
CoRR
Samuel Harford, Fazle Karim, Houshang Darabi
2021 J jnl
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models.
BMC Medical Informatics Decis. Mak.
William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
2020 J jnl
Adversarial Attacks on Multivariate Time Series.
CoRR
Samuel Harford, Fazle Karim, Houshang Darabi
2019 — conf
A Framework for Accurate Time Series Classification Based on Partial Observation.
CASE
Fazle Karim, Houshang Darabi, Samuel Harford, Shun Chen, Anooshiravan Sharabiani
2019 J jnl
Multivariate LSTM-FCNs for time series classification.
Neural Networks
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
2018 J jnl
Asymptotic Dynamic Time Warping calculation with utilizing value repetition.
Knowl. Inf. Syst.
Anooshiravan Sharabiani, Houshang Darabi, Samuel Harford, Elnaz Douzali, Fazle Karim, Hereford Johnson, Shun Chen
2018 J jnl
Multivariate LSTM-FCNs for Time Series Classification.
CoRR
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
2017 J jnl
Efficient Classification of Long Time Series by 3-D Dynamic Time Warping.
IEEE Trans. Syst. Man Cybern. Syst.
Anooshiravan Sharabiani, Houshang Darabi, Ashkan Rezaei, Samuel Harford, Hereford Johnson, Fazle Karim