An enhanced bayesian network model for prediction of students' academic performance in engineering programs. - Ashkan Sharabiani; Fazle Karim; Anooshiravan Sharabiani; Mariya Atanasov; Houshang Darabi (EDUCON, 2014)

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)

Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. - Maryam Pishgar; Fazle Karim; Somshubra Majumdar; Houshang Darabi (IEEE BigData, 2018)

LSTM Fully Convolutional Networks for Time Series Classification. - Fazle Karim; Somshubra Majumdar; Houshang Darabi; Shun Chen (IEEE Access, 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)

A Framework for Accurate Time Series Classification Based on Partial Observation. - Fazle Karim; Houshang Darabi; Samuel Harford; Shun Chen; Anooshiravan Sharabiani (CASE, 2019)

Insights Into LSTM Fully Convolutional Networks for Time Series Classification. - Fazle Karim; Somshubra Majumdar; Houshang Darabi (IEEE Access, 2019)

Multivariate LSTM-FCNs for time series classification. - Fazle Karim; Somshubra Majumdar; Houshang Darabi; Samuel Harford (Neural Networks, 2019)

Adversarial Attacks on Multivariate Time Series. - Samuel Harford; Fazle Karim; Houshang Darabi (CoRR, 2020)

Self-supervision for health insurance claims data: a Covid-19 use case. - Emilia Apostolova; Fazle Karim; Guido Muscioni; Anubhav Rana; Jeffrey Clyman (CoRR, 2021)

Improving Time Series Classification Algorithms Using Octave-Convolutional Layers. - Samuel Harford; Fazle Karim; Houshang Darabi (CoRR, 2021)

Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders. - Samuel Harford; Fazle Karim; Houshang Darabi (IEEE CAA J. Autom. Sinica, 2021)

Adversarial Attacks on Time Series. - Fazle Karim; Somshubra Majumdar; Houshang Darabi (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Analyzing Neuroimaging Epiphenomena: Machine Learning Approaches in Alzheimer's Prognostication. - Sharmin Sultana; Bushra Uddin; Mohammad Shihab Uddin; Md. Salah Uddin; Fazle Karim; Mohiuddin Mehedi (ICCA, 2024)