Fazle Karim

According to our database, Fazle Karim authored at least 13 papers between 2014 and 2021.

Collaborative distances:

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

2021

Adversarial Attacks on Time Series.

Fazle Karim, Somshubra Majumdar, Houshang Darabi

IEEE Trans. Pattern Anal. Mach. Intell., 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

Self-supervision for health insurance claims data: a Covid-19 use case.

Emilia Apostolova, Fazle Karim, Guido Muscioni, Anubhav Rana, Jeffrey Clyman

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

Insights Into LSTM Fully Convolutional Networks for Time Series Classification.

Fazle Karim, Somshubra Majumdar, Houshang Darabi

IEEE Access, 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

LSTM Fully Convolutional Networks for Time Series Classification.

Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen

IEEE Access, 2018

Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine.

Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 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

2014

An enhanced bayesian network model for prediction of students' academic performance in engineering programs.

Ashkan Sharabiani, Fazle Karim, Anooshiravan Sharabiani, Mariya Atanasov, Houshang Darabi

Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014