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AutoML to Date and Beyond: Challenges and Opportunities
Karmaker (“Santu”), Shubhra Kanti, Hassan, Md. Mahadi, Smith, Micah J., Xu, Lei, Zhai, Chengxiang, Veeramachaneni, Kalyan
Published in ACM computing surveys (30.11.2022)
Published in ACM computing surveys (30.11.2022)
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AutoML for Video Analytics with Edge Computing
Galanopoulos, Apostolos, Ayala-Romero, Jose A., Leith, Douglas J., Iosifidis, George
Published in Annual Joint Conference of the IEEE Computer and Communications Societies (10.05.2021)
Published in Annual Joint Conference of the IEEE Computer and Communications Societies (10.05.2021)
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Conference Proceeding
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Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
Weerts, Hilde, Pfisterer, Florian, Feurer, Matthias, Eggensperger, Katharina, Bergman, Edward, Awad, Noor, Vanschoren, Joaquin, Pechenizkiy, Mykola, Bischl, Bernd, Hutter, Frank
Published in The Journal of artificial intelligence research (2024)
Published in The Journal of artificial intelligence research (2024)
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Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis
Yang, Li, Rajab, Mirna El, Shami, Abdallah, Muhaidat, Sami
Published in IEEE eTransactions on network and service management (01.06.2024)
Published in IEEE eTransactions on network and service management (01.06.2024)
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Assessing quantitative performance and expert review of multiple deep learning-based frameworks for computed tomography-based abdominal organ auto-segmentation
Ram, Udbhav S., Pogue, Joel A., Soike, Michael, Pfister, Neil T., Jacob, Rojymon, Cardenas, Carlos E.
Published in Intelligent Oncology (01.04.2025)
Published in Intelligent Oncology (01.04.2025)
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Ultrasound‐Based Machine Learning Approach for Detection of Nonalcoholic Fatty Liver Disease
Tahmasebi, Aylin, Wang, Shuo, Wessner, Corinne E., Vu, Trang, Liu, Ji‐Bin, Forsberg, Flemming, Civan, Jesse, Guglielmo, Flavius F., Eisenbrey, John R.
Published in Journal of ultrasound in medicine (01.08.2023)
Published in Journal of ultrasound in medicine (01.08.2023)
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Journal Article
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Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
Weerts, Hilde, Pfisterer, Florian, Feurer, Matthias, Eggensperger, Katharina, Bergman, Edward, Awad, Noor, Vanschoren, Joaquin, Pechenizkiy, Mykola, Bischl, Bernd, Hutter, Frank
Published in arXiv.org (20.02.2024)
Published in arXiv.org (20.02.2024)
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Automated Neural Architecture Search for Cardiac Amyloidosis Classification from [18F]-Florbetaben PET Images
Bargagna, Filippo, Zigrino, Donato, De Santi, Lisa Anita, Genovesi, Dario, Scipioni, Michele, Favilli, Brunella, Vergaro, Giuseppe, Emdin, Michele, Giorgetti, Assuero, Positano, Vincenzo, Santarelli, Maria Filomena
Published in Journal of digital imaging (01.06.2025)
Published in Journal of digital imaging (01.06.2025)
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Industrial Data Science for Batch Manufacturing
Vallerio, Mattia, Perez-Galvan, Carlos, Navarro-Brull, Francisco J.
Published in Computer Aided Chemical Engineering (2024)
Published in Computer Aided Chemical Engineering (2024)
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Book Chapter
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Development and Validation of Multimodal Models to Predict the 30-Day Mortality of ICU Patients Based on Clinical Parameters and Chest X-Rays
Lin, Jiaxi, Yang, Jin, Yin, Minyue, Tang, Yuxiu, Chen, Liquan, Xu, Chang, Zhu, Shiqi, Gao, Jingwen, Liu, Lu, Liu, Xiaolin, Gu, Chenqi, Huang, Zhou, Wei, Yao, Zhu, Jinzhou
Published in Journal of digital imaging (01.08.2024)
Published in Journal of digital imaging (01.08.2024)
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Journal Article