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ORCIDKaoutar Ben Ahmed
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2020 – today
- 2022
[b1]Kaoutar Ben Ahmed:
Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets. University of South Florida, Tampa, USA, 2022- [j3]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: 78726-78738 (2022) - [d1]Kaoutar Ben Ahmed, Gregory M. Goldgof, Rahul Paul, Dmitry B. Goldgof, Lawrence O. Hall:
COVID-19 and Pneumonia Xrays. IEEE DataPort, 2022
- 2021
- [j2]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: 72970-72979 (2021) - [i3]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 abs/2102.04300 (2021)
2010 – 2019
- 2019
- [j1]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): 3303-3312 (2019) - [c7]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: 1331-1335 - 2018
- [c6]Bharti Goel, Arup Kanti Dey, Pratool Bharti, Kaoutar Ben Ahmed, Sriram Chellappan:
Detecting Distracted Driving Using a Wrist-Worn Wearable. PerCom Workshops 2018: 233-238 - [i2]Kaoutar Ben Ahmed, Ahmad Babaeian Jelodar:
Fine-Tuning VGG Neural Network For Fine-grained State Recognition of Food Images. CoRR abs/1809.09529 (2018) - 2017
- [c5]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. Computer-Aided Diagnosis 2017: 101342E - [c4]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: 1357-1362 - 2016
- [c3]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: 800-805 - [c2]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: 235-242 - 2014
- [i1]Kaoutar Ben Ahmed, Mohammed Bouhorma, Mohamed Ben Ahmed:
Age of Big Data and Smart Cities: Privacy Trade-Off. CoRR abs/1411.0087 (2014) - 2012
- [c1]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: 690-693
Coauthor Index
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