Kaoutar Ben Ahmed

According to our database, Kaoutar Ben Ahmed authored at least 15 papers between 2012 and 2022.

Collaborative distances:

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

2022

COVID-19 and Pneumonia Xrays.

Kaoutar Ben Ahmed, Gregory M. Goldgof, Rahul Paul, Dmitry B. Goldgof, Lawrence O. Hall

Dataset, May, 2022

Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets.

Kaoutar Ben Ahmed

PhD thesis, 2022

Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning.

Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Ryan Fogarty

IEEE Access, 2022

2021

Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders.

Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Gregory M. Goldgof, Rahul Paul

CoRR, 2021

Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification.

Kaoutar Ben Ahmed, Gregory M. Goldgof, Rahul Paul, Dmitry B. Goldgof, Lawrence O. Hall

IEEE Access, 2021

2019

Leveraging Smartphone Sensors to Detect Distracted Driving Activities.

Kaoutar Ben Ahmed, Bharti Goel, Pratool Bharti, Sriram Chellappan, Mohammed Bouhorma

IEEE Trans. Intell. Transp. Syst., 2019

Neuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data.

Kaoutar Ben Ahmed, Lawrence O. Hall, Renhao Liu, Robert A. Gatenby, Dmitry B. Goldgof

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018

Fine-Tuning VGG Neural Network For Fine-grained State Recognition of Food Images.

Kaoutar Ben Ahmed, Ahmad Babaeian Jelodar

CoRR, 2018

Detecting Distracted Driving Using a Wrist-Worn Wearable.

Bharti Goel, Arup Kanti Dey, Pratool Bharti, Kaoutar Ben Ahmed, Sriram Chellappan

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017

Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction.

Renhao Liu, Lawrence O. Hall, Kevin W. Bowyer, Dmitry B. Goldgof, Robert A. Gatenby, Kaoutar Ben Ahmed

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Fine-tuning convolutional deep features for MRI based brain tumor classification.

Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Renhao Liu, Robert A. Gatenby

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

Exploring deep features from brain tumor magnetic resonance images via transfer learning.

Renhao Liu, Lawrence O. Hall, Dmitry B. Goldgof, Mu Zhou, Robert A. Gatenby, Kaoutar Ben Ahmed

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Visual sentiment prediction with transfer learning and big data analytics for smart cities.

Kaoutar Ben Ahmed, Mohammed Bouhorma, Mohamed Ben Ahmed, Atanas Radenski

Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

2014

Age of Big Data and Smart Cities: Privacy Trade-Off.

Kaoutar Ben Ahmed, Mohammed Bouhorma, Mohamed Ben Ahmed

CoRR, 2014

2012

A Compartive Study of Cloud Computing Middleware.

Chaker El Amrani, Kaoutar Bahri Filali, Kaoutar Ben Ahmed, Amadou Tidiane Diallo, Stéphano Telolahy, Tarek A. El-Ghazawi

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012