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BibTeX records: Kaoutar Ben Ahmed
@phdthesis{DBLP:phd/basesearch/Ahmed22a, author = {Kaoutar Ben Ahmed}, title = {Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets}, school = {University of South Florida, Tampa, {USA}}, year = {2022}, url = {https://digitalcommons.usf.edu/etd/9747}, timestamp = {Tue, 01 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Ahmed22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AhmedHGF22, author = {Kaoutar Ben Ahmed and Lawrence O. Hall and Dmitry B. Goldgof and Ryan Fogarty}, title = {Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning}, journal = {{IEEE} Access}, volume = {10}, pages = {78726--78738}, year = {2022}, url = {https://doi.org/10.1109/ACCESS.2022.3193700}, doi = {10.1109/ACCESS.2022.3193700}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/AhmedHGF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@misc{DBLP:data/10/AhmedGPGH22, author = {Kaoutar Ben Ahmed and Gregory M. Goldgof and Rahul Paul and Dmitry B. Goldgof and Lawrence O. Hall}, title = {{COVID-19} and Pneumonia Xrays}, publisher = {{IEEE} DataPort}, year = {2022}, month = may, howpublished = {\url{https://doi.org/10.21227/cw6k-dc90}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.21227/cw6k-dc90}, doi = {10.21227/CW6K-DC90}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/data/10/AhmedGPGH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AhmedGPGH21, author = {Kaoutar Ben Ahmed and Gregory M. Goldgof and Rahul Paul and Dmitry B. Goldgof and Lawrence O. Hall}, title = {Discovery of a Generalization Gap of Convolutional Neural Networks on {COVID-19} X-Rays Classification}, journal = {{IEEE} Access}, volume = {9}, pages = {72970--72979}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2021.3079716}, doi = {10.1109/ACCESS.2021.3079716}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/AhmedGPGH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-04300, author = {Kaoutar Ben Ahmed and Lawrence O. Hall and Dmitry B. Goldgof and Gregory M. Goldgof and Rahul Paul}, title = {Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders}, journal = {CoRR}, volume = {abs/2102.04300}, year = {2021}, url = {https://arxiv.org/abs/2102.04300}, eprinttype = {arXiv}, eprint = {2102.04300}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-04300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/AhmedGBCB19, author = {Kaoutar Ben Ahmed and Bharti Goel and Pratool Bharti and Sriram Chellappan and Mohammed Bouhorma}, title = {Leveraging Smartphone Sensors to Detect Distracted Driving Activities}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {20}, number = {9}, pages = {3303--3312}, year = {2019}, url = {https://doi.org/10.1109/TITS.2018.2873972}, doi = {10.1109/TITS.2018.2873972}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/AhmedGBCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/AhmedHLGG19, author = {Kaoutar Ben Ahmed and Lawrence O. Hall and Renhao Liu and Robert A. Gatenby and Dmitry B. Goldgof}, title = {Neuroimaging Based Survival Time Prediction of {GBM} Patients Using CNNs from Small Data}, booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics, {SMC} 2019, Bari, Italy, October 6-9, 2019}, pages = {1331--1335}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SMC.2019.8913929}, doi = {10.1109/SMC.2019.8913929}, timestamp = {Fri, 06 Dec 2019 14:51:38 +0100}, biburl = {https://dblp.org/rec/conf/smc/AhmedHLGG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/percom/GoelDBAC18, author = {Bharti Goel and Arup Kanti Dey and Pratool Bharti and Kaoutar Ben Ahmed and Sriram Chellappan}, title = {Detecting Distracted Driving Using a Wrist-Worn Wearable}, booktitle = {2018 {IEEE} International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, Athens, Greece, March 19-23, 2018}, pages = {233--238}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/PERCOMW.2018.8480282}, doi = {10.1109/PERCOMW.2018.8480282}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/percom/GoelDBAC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-09529, author = {Kaoutar Ben Ahmed and Ahmad Babaeian Jelodar}, title = {Fine-Tuning {VGG} Neural Network For Fine-grained State Recognition of Food Images}, journal = {CoRR}, volume = {abs/1809.09529}, year = {2018}, url = {http://arxiv.org/abs/1809.09529}, eprinttype = {arXiv}, eprint = {1809.09529}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-09529.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micad/AhmedHGLG17, author = {Kaoutar Ben Ahmed and Lawrence O. Hall and Dmitry B. Goldgof and Renhao Liu and Robert A. Gatenby}, editor = {Samuel G. Armato III and Nicholas A. Petrick}, title = {Fine-tuning convolutional deep features for {MRI} based brain tumor classification}, booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017}, series = {{SPIE} Proceedings}, volume = {10134}, pages = {101342E}, publisher = {{SPIE}}, year = {2017}, url = {https://doi.org/10.1117/12.2253982}, doi = {10.1117/12.2253982}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/micad/AhmedHGLG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/LiuHBGGA17, author = {Renhao Liu and Lawrence O. Hall and Kevin W. Bowyer and Dmitry B. Goldgof and Robert A. Gatenby and Kaoutar Ben Ahmed}, title = {Synthetic minority image over-sampling technique: How to improve {AUC} for glioblastoma patient survival prediction}, booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2017, Banff, AB, Canada, October 5-8, 2017}, pages = {1357--1362}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SMC.2017.8122802}, doi = {10.1109/SMC.2017.8122802}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/LiuHBGGA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cist/AhmedBAR16, author = {Kaoutar Ben Ahmed and Mohammed Bouhorma and Mohamed Ben Ahmed and Atanas Radenski}, editor = {Mohammed El Mohajir and Mohamed Chahhou and Mohammed Al Achhab and Badr Eddine El Mohajir}, title = {Visual sentiment prediction with transfer learning and big data analytics for smart cities}, booktitle = {4th {IEEE} International Colloquium on Information Science and Technology, CiSt 2016, Tangier, Morocco, October 24-26, 2016}, pages = {800--805}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/CIST.2016.7804997}, doi = {10.1109/CIST.2016.7804997}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cist/AhmedBAR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LiuHGZGA16, author = {Renhao Liu and Lawrence O. Hall and Dmitry B. Goldgof and Mu Zhou and Robert A. Gatenby and Kaoutar Ben Ahmed}, title = {Exploring deep features from brain tumor magnetic resonance images via transfer learning}, booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {235--242}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/IJCNN.2016.7727204}, doi = {10.1109/IJCNN.2016.7727204}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/LiuHGZGA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AhmedBA14, author = {Kaoutar Ben Ahmed and Mohammed Bouhorma and Mohamed Ben Ahmed}, title = {Age of Big Data and Smart Cities: Privacy Trade-Off}, journal = {CoRR}, volume = {abs/1411.0087}, year = {2014}, url = {http://arxiv.org/abs/1411.0087}, eprinttype = {arXiv}, eprint = {1411.0087}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AhmedBA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccgrid/AmraniFADTE12, author = {Chaker El Amrani and Kaoutar Bahri Filali and Kaoutar Ben Ahmed and Amadou Tidiane Diallo and St{\'{e}}phano Telolahy and Tarek A. El{-}Ghazawi}, title = {A Compartive Study of Cloud Computing Middleware}, booktitle = {12th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, Ottawa, Canada, May 13-16, 2012}, pages = {690--693}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CCGrid.2012.129}, doi = {10.1109/CCGRID.2012.129}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccgrid/AmraniFADTE12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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