Extending greedy feature selection algorithms to multiple solutions
Borboudakis, Giorgos, Tsamardinos, Ioannis
Published in Data mining and knowledge discovery (01.07.2021)
Published in Data mining and knowledge discovery (01.07.2021)
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Journal Article
Just Add Data: automated predictive modeling for knowledge discovery and feature selection
Tsamardinos, Ioannis, Charonyktakis, Paulos, Papoutsoglou, Georgios, Borboudakis, Giorgos, Lakiotaki, Kleanthi, Zenklusen, Jean Claude, Juhl, Hartmut, Chatzaki, Ekaterini, Lagani, Vincenzo
Published in NPJ precision oncology (16.06.2022)
Published in NPJ precision oncology (16.06.2022)
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Journal Article
Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation
Tsamardinos, Ioannis, Greasidou, Elissavet, Borboudakis, Giorgos
Published in Machine learning (01.12.2018)
Published in Machine learning (01.12.2018)
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Journal Article
A greedy feature selection algorithm for Big Data of high dimensionality
Tsamardinos, Ioannis, Borboudakis, Giorgos, Katsogridakis, Pavlos, Pratikakis, Polyvios, Christophides, Vassilis
Published in Machine learning (01.02.2019)
Published in Machine learning (01.02.2019)
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Journal Article
A community computational challenge to predict the activity of pairs of compounds
Bansal, Mukesh, Yang, Jichen, Karan, Charles, Menden, Michael P, Costello, James C, Tang, Hao, Xiao, Guanghua, Li, Yajuan, Allen, Jeffrey, Zhong, Rui, Chen, Beibei, Kim, Minsoo, Wang, Tao, Heiser, Laura M, Realubit, Ronald, Mattioli, Michela, Alvarez, Mariano J, Shen, Yao, Gallahan, Daniel, Singer, Dinah, Saez-Rodriguez, Julio, Xie, Yang, Stolovitzky, Gustavo, Califano, Andrea
Published in Nature biotechnology (01.12.2014)
Published in Nature biotechnology (01.12.2014)
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Journal Article
Correction to: Constraint-based causal discovery with mixed data
Tsagris, Michail, Borboudakis, Giorgos, Lagani, Vincenzo, Tsamardinos, Ioannis
Published in International journal of data science and analytics (01.08.2018)
Published in International journal of data science and analytics (01.08.2018)
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Journal Article
Author Correction: Chemically intuited, large-scale screening of MOFs by machine learning techniques
Borboudakis, Giorgos, Stergiannakos, Taxiarchis, Frysali, Maria, Klontzas, Emmanuel, Tsamardinos, Ioannis, Froudakis, George E.
Published in npj computational materials (08.11.2017)
Published in npj computational materials (08.11.2017)
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Journal Article
Confidence Interval Estimation of Predictive Performance in the Context of AutoML
Paraschakis, Konstantinos, Castellani, Andrea, Borboudakis, Giorgos, Tsamardinos, Ioannis
Year of Publication 12.06.2024
Year of Publication 12.06.2024
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Journal Article
A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML
Borboudakis, Giorgos, Charonyktakis, Paulos, Paraschakis, Konstantinos, Tsamardinos, Ioannis
Year of Publication 11.12.2023
Year of Publication 11.12.2023
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Journal Article