What is AutoML?
January 15, 2021
If you look up Wikipedia, you’ll read Automated machine learning (AutoML) is the process of...
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Can you trust AutoML?
December 7, 2020
First published in Analytics Vidhya Co-authored by Ioannis Tsamardinos (JADBio), Iordanis Xanthopoulos (Univ. of Crete, Greece),...
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Maria Panagopoulou – JADBio auto ML from the Trenches
December 2, 2020
Maria Panagopoulou is a biologist and postdoctoral researcher in the field of cancer and biomarker...
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A New Robust Epigenetic Model for Forensic Age Prediction
December 1, 2020
Published in: Journal of Forensic Sciences, 26 May 2020 Authors Vincenzo Lagani Alberto Montesanto, Patrizia D’Aquila, Ersilia Paparazzo,...
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Putting the Human Back in the AutoML Loop
December 1, 2020
Published in: Workshop Proceedings of the EDBT/ICDT 2020 Joint Conference (March 30-April 2, 2020, Copenhagen,...
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Metabolomics signature in serum months to years before thoracic cancer: The HUNT study
December 1, 2020
Published in: Journal of Clinical Oncology, Volume 35, no. 15_suppl., 30 May 2017 Authors Vincenzo Lagani, Ioannis...
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Circulating cell-free DNA in breast cancer: size profiling, levels & methylation patterns lead to prognostic & predictive classifiers
December 1, 2020
Published in: Oncogene volume 38, pages 3387–3401, 14 January 2019 Authors Ioannis Tsamardinos Maria Panagopoulou, Makrina Karaglani, Ioanna...
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An AutoML application to forecasting bank failures
December 1, 2020
Published in: Applied Economics Letters, 3 February 2020, 1-5. Authors Pavlos Charonyktakis, Ioannis Tsamardinos Anna Agrapetidou, Periklis Gogas,...
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An AutoML architecture for the accelerated prediction of Metal-Organic Frameworks
December 1, 2020
Published in: Microporous and Mesoporous Materials, Volume 300, 110160, 15 June 2020 Authors Ioannis Tsamardinos George S. Fanourgakis,...
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Applicability of an Automated Model and Parameter Selection
December 1, 2020
Published in: JMIR Medical Informatics, 8(7), e17119, 16 April 2020 Authors Ioannis Tsamardinos Karen-Inge Karstoft, Kasper Eskelund, Søren...
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