Kaoutar Ben Ahmed

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 11

Top Topics

Big Data Analytics

Transfer Learning

Convolutional Neural Networks

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Ryan Fogarty
Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning. IEEE Access 10 (2022)
Kaoutar Ben Ahmed, Gregory M. Goldgof, Rahul Paul, Dmitry B. Goldgof, Lawrence O. Hall
Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification. IEEE Access 9 (2021)
Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Gregory M. Goldgof, Rahul Paul
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders. CoRR (2021)
Kaoutar Ben Ahmed, Bharti Goel, Pratool Bharti, Sriram Chellappan, Mohammed Bouhorma
Leveraging Smartphone Sensors to Detect Distracted Driving Activities. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Kaoutar Ben Ahmed, Lawrence O. Hall, Renhao Liu, Robert A. Gatenby, Dmitry B. Goldgof
Neuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data. SMC (2019)
Bharti Goel, Arup Kanti Dey, Pratool Bharti, Kaoutar Ben Ahmed, Sriram Chellappan
Detecting Distracted Driving Using a Wrist-Worn Wearable. PerCom Workshops (2018)
Kaoutar Ben Ahmed, Ahmad Babaeian Jelodar
Fine-Tuning VGG Neural Network For Fine-grained State Recognition of Food Images. CoRR (2018)
Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Renhao Liu, Robert A. Gatenby
Fine-tuning convolutional deep features for MRI based brain tumor classification. Medical Imaging: Computer-Aided Diagnosis (2017)
Renhao Liu, Lawrence O. Hall, Kevin W. Bowyer, Dmitry B. Goldgof, Robert A. Gatenby, Kaoutar Ben Ahmed
Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction. SMC (2017)
Renhao Liu, Lawrence O. Hall, Dmitry B. Goldgof, Mu Zhou, Robert A. Gatenby, Kaoutar Ben Ahmed
Exploring deep features from brain tumor magnetic resonance images via transfer learning. IJCNN (2016)
Kaoutar Ben Ahmed, Mohammed Bouhorma, Mohamed Ben Ahmed, Atanas Radenski
Visual sentiment prediction with transfer learning and big data analytics for smart cities. CIST (2016)
Kaoutar Ben Ahmed, Mohammed Bouhorma, Mohamed Ben Ahmed
Age of Big Data and Smart Cities: Privacy Trade-Off. CoRR (2014)
Chaker El Amrani, Kaoutar Bahri Filali, Kaoutar Ben Ahmed, Amadou Tidiane Diallo, Stéphano Telolahy, Tarek A. El-Ghazawi
A Compartive Study of Cloud Computing Middleware. CCGRID (2012)