BibTeX records: Kaoutar Ben Ahmed

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@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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