Artificial intelligence in multi-objective drug design
Luukkonen, Sohvi, van den Maagdenberg, Helle W., Emmerich, Michael T.M., van Westen, Gerard J.P.
Published in Current opinion in structural biology (01.04.2023)
Published in Current opinion in structural biology (01.04.2023)
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Journal Article
DrugEx v2: de novo design of drug molecules by Pareto-based multi-objective reinforcement learning in polypharmacology
Liu, Xuhan, Ye, Kai, van Vlijmen, Herman W. T., Emmerich, Michael T. M., IJzerman, Adriaan P., van Westen, Gerard J. P.
Published in Journal of cheminformatics (12.11.2021)
Published in Journal of cheminformatics (12.11.2021)
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Journal Article
SMS-EMOA: Multiobjective selection based on dominated hypervolume
Beume, Nicola, Naujoks, Boris, Emmerich, Michael
Published in European journal of operational research (16.09.2007)
Published in European journal of operational research (16.09.2007)
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Journal Article
Efficient computation of expected hypervolume improvement using box decomposition algorithms
Yang, Kaifeng, Emmerich, Michael, Deutz, André, Bäck, Thomas
Published in Journal of global optimization (01.09.2019)
Published in Journal of global optimization (01.09.2019)
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Journal Article
Multiobjective sparse ensemble learning by means of evolutionary algorithms
Zhao, Jiaqi, Jiao, Licheng, Xia, Shixiong, Basto Fernandes, Vitor, Yevseyeva, Iryna, Zhou, Yong, T.M. Emmerich, Michael
Published in Decision Support Systems (01.07.2018)
Published in Decision Support Systems (01.07.2018)
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Journal Article
Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient
Yang, Kaifeng, Emmerich, Michael, Deutz, André, Bäck, Thomas
Published in Swarm and evolutionary computation (01.02.2019)
Published in Swarm and evolutionary computation (01.02.2019)
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Journal Article
Hybridization of an evolutionary algorithm and simulations of co-evolutionary design processes for early-stage building spatial design optimization
Boonstra, Sjonnie, van der Blom, Koen, Hofmeyer, Hèrm, Emmerich, Michael T.M.
Published in Automation in construction (01.04.2021)
Published in Automation in construction (01.04.2021)
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Journal Article
Multi-objective Optimization for Green Delivery Routing Problems with Flexible Time Windows
Gülmez, Burak, Emmerich, Michael, Fan, Yingjie
Published in Applied artificial intelligence (31.12.2024)
Published in Applied artificial intelligence (31.12.2024)
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Journal Article
Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation
Boonstra, Sjonnie, van der Blom, Koen, Hofmeyer, Hèrm, Emmerich, Michael T.M., van Schijndel, Jos, de Wilde, Pieter
Published in Advanced engineering informatics (01.04.2018)
Published in Advanced engineering informatics (01.04.2018)
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Journal Article
A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization
van der Horst, Eelke, Peironcely, Julio E, Ijzerman, Adriaan P, Beukers, Margot W, Lane, Jonathan R, van Vlijmen, Herman W T, Emmerich, Michael T M, Okuno, Yasushi, Bender, Andreas
Published in BMC bioinformatics (10.06.2010)
Published in BMC bioinformatics (10.06.2010)
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Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms
Zhao, Jiaqi, Basto Fernandes, Vitor, Jiao, Licheng, Yevseyeva, Iryna, Maulana, Asep, Li, Rui, Bäck, Thomas, Tang, Ke, T.M. Emmerich, Michael
Published in Information sciences (01.11.2016)
Published in Information sciences (01.11.2016)
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Journal Article
Efficient multi-criteria optimization on noisy machine learning problems
Koch, Patrick, Wagner, Tobias, Emmerich, Michael T.M., Bäck, Thomas, Konen, Wolfgang
Published in Applied soft computing (01.04.2015)
Published in Applied soft computing (01.04.2015)
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Journal Article
Application of portfolio optimization to drug discovery
Yevseyeva, Iryna, Lenselink, Eelke B., de Vries, Alice, IJzerman, Adriaan P., Deutz, André H., Emmerich, Michael T.M.
Published in Information sciences (01.02.2019)
Published in Information sciences (01.02.2019)
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