Samuel Harford

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Phase Space Reconstruction

Multivariate Time Series

Dynamic Time Warping

Sequence Matching

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE Trans. Syst. Man Cybern. Syst.

Knowl. Inf. Syst.

Publications

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, H. Darabi
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry Vanden Hoek, Houshang Darabi
A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Samuel Harford, Fazle Karim, Houshang Darabi
Improving Time Series Classification Algorithms Using Octave-Convolutional Layers. CoRR (2021)
William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Samuel Harford, Fazle Karim, Houshang Darabi
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders. IEEE CAA J. Autom. Sinica 8 (9) (2021)
Samuel Harford, Fazle Karim, Houshang Darabi
Adversarial Attacks on Multivariate Time Series. CoRR (2020)
Fazle Karim, Houshang Darabi, Samuel Harford, Shun Chen, Anooshiravan Sharabiani
A Framework for Accurate Time Series Classification Based on Partial Observation. CASE (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
Multivariate LSTM-FCNs for time series classification. Neural Networks 116 (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
Multivariate LSTM-FCNs for Time Series Classification. CoRR (2018)
Anooshiravan Sharabiani, Houshang Darabi, Samuel Harford, Elnaz Douzali, Fazle Karim, Hereford Johnson, Shun Chen
Asymptotic Dynamic Time Warping calculation with utilizing value repetition. Knowl. Inf. Syst. 57 (2) (2018)
Anooshiravan Sharabiani, Houshang Darabi, Ashkan Rezaei, Samuel Harford, Hereford Johnson, Fazle Karim
Efficient Classification of Long Time Series by 3-D Dynamic Time Warping. IEEE Trans. Syst. Man Cybern. Syst. 47 (10) (2017)