Samuel Harford

According to our database, Samuel Harford authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients.

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

BMC Medical Informatics Decis. Mak., 2022

A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow.

Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry L. Vanden Hoek, Houshang Darabi

BMC Medical Informatics Decis. Mak., 2022

2021

Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models.

William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi

BMC Medical Informatics Decis. Mak., 2021

Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders.

Samuel Harford, Fazle Karim, Houshang Darabi

IEEE CAA J. Autom. Sinica, 2021

Improving Time Series Classification Algorithms Using Octave-Convolutional Layers.

Samuel Harford, Fazle Karim, Houshang Darabi

CoRR, 2021

2020

Adversarial Attacks on Multivariate Time Series.

Samuel Harford, Fazle Karim, Houshang Darabi

CoRR, 2020

2019

Multivariate LSTM-FCNs for time series classification.

Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford

Neural Networks, 2019

A Framework for Accurate Time Series Classification Based on Partial Observation.

Fazle Karim, Houshang Darabi, Samuel Harford, Shun Chen, Anooshiravan Sharabiani

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

Asymptotic Dynamic Time Warping calculation with utilizing value repetition.

Anooshiravan Sharabiani, Houshang Darabi, Samuel Harford, Elnaz Douzali, Fazle Karim, Hereford Johnson, Shun Chen

Knowl. Inf. Syst., 2018

2017

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

Anooshiravan Sharabiani, Houshang Darabi, Ashkan Rezaei, Samuel Harford, Hereford Johnson, Fazle Karim

IEEE Trans. Syst. Man Cybern. Syst., 2017