Decision Trees for Continuous Data and Conditional Mutual Information as a Criterion for Splitting Instances
Drakakis, Georgios, Moledina, Saadiq, Chomenidis, Charalampos, Doganis, Philip, Sarimveis, Haralambos
Published in Combinatorial chemistry & high throughput screening (01.01.2016)
Published in Combinatorial chemistry & high throughput screening (01.01.2016)
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Journal Article
Comparing global and local likelihood score thresholds in multiclass laplacian-modified Naive Bayes protein target prediction
Drakakis, Georgios, Koutsoukas, Alexios, Brewerton, Suzanne C, Bodkin, Michael J, Evans, David A, Bender, Andreas
Published in Combinatorial chemistry & high throughput screening (01.01.2015)
Published in Combinatorial chemistry & high throughput screening (01.01.2015)
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Journal Article
Target prediction utilising negative bioactivity data covering large chemical space
Mervin, Lewis H., Afzal, Avid M., Drakakis, Georgios, Lewis, Richard, Engkvist, Ola, Bender, Andreas
Published in Journal of cheminformatics (24.10.2015)
Published in Journal of cheminformatics (24.10.2015)
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Journal Article
Jaqpot Quattro: A Novel Computational Web Platform for Modeling and Analysis in Nanoinformatics
Chomenidis, Charalampos, Drakakis, Georgios, Tsiliki, Georgia, Anagnostopoulou, Evangelia, Valsamis, Angelos, Doganis, Philip, Sopasakis, Pantelis, Sarimveis, Haralambos
Published in Journal of chemical information and modeling (25.09.2017)
Published in Journal of chemical information and modeling (25.09.2017)
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Journal Article
Polypharmacological in Silico Bioactivity Profiling and Experimental Validation Uncovers Sedative-Hypnotic Effects of Approved and Experimental Drugs in Rat
Drakakis, Georgios, Wafford, Keith A, Brewerton, Suzanne C, Bodkin, Michael J, Evans, David A, Bender, Andreas
Published in ACS chemical biology (16.06.2017)
Published in ACS chemical biology (16.06.2017)
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Journal Article
Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
Bender, Andreas, Fu, Xianjun, Drakakis, Georgios, Liggi, Sonia, Mohd Fauzi, Fazlin, Mohamad Zobir, Siti Zuraidah, Fan, Tai-Ping
Published in Evidence-based complementary and alternative medicine (01.01.2016)
Published in Evidence-based complementary and alternative medicine (01.01.2016)
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Journal Article
Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysis
Ravindranath, Aakash Chavan, Perualila-Tan, Nolen, Kasim, Adetayo, Drakakis, Georgios, Liggi, Sonia, Brewerton, Suzanne C, Mason, Daniel, Bodkin, Michael J, Evans, David A, Bhagwat, Aditya, Talloen, Willem, Göhlmann, Hinrich W H, Shkedy, Ziv, Bender, Andreas
Published in Molecular bioSystems (01.01.2015)
Published in Molecular bioSystems (01.01.2015)
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Journal Article
Diversity Selection of Compounds Based on 'Protein Affinity Fingerprints' Improves Sampling of Bioactive Chemical Space
Nguyen, Ha P., Koutsoukas, Alexios, Mohd Fauzi, Fazlin, Drakakis, Georgios, Maciejewski, Mateusz, Glen, Robert C., Bender, Andreas
Published in Chemical biology & drug design (01.09.2013)
Published in Chemical biology & drug design (01.09.2013)
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Journal Article
Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysisElectronic supplementary information (ESI) available. See DOI: 10.1039/c4mb00328d
Ravindranath, Aakash Chavan, Perualila-Tan, Nolen, Kasim, Adetayo, Drakakis, Georgios, Liggi, Sonia, Brewerton, Suzanne C, Mason, Daniel, Bodkin, Michael J, Evans, David A, Bhagwat, Aditya, Talloen, Willem, Göhlmann, Hinrich W. H, QSTAR Consortium, Shkedy, Ziv, Bender, Andreas
Year of Publication 02.12.2014
Year of Publication 02.12.2014
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Journal Article
Connecting gene expression data from connectivity map and in silicotarget predictions for small molecule mechanism-of-action analysis
Ravindranath, Aakash Chavan, Perualila-Tan, Nolen, Kasim, Adetayo, Drakakis, Georgios, Liggi, Sonia, Brewerton, Suzanne C, Mason, Daniel, Bodkin, Michael J, Evans, David A, Bhagwat, Aditya, Talloen, Willem, Gohlmann, Hinrich WH, Shkedy, Ziv, Bender, Andreas
Published in Molecular bioSystems (01.12.2014)
Published in Molecular bioSystems (01.12.2014)
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Journal Article
Extending in silico mechanism-of-action analysis by annotating targets with pathways: application to cellular cytotoxicity readouts
Liggi, Sonia, Drakakis, Georgios, Koutsoukas, Alexios, Cortes-Ciriano, Isidro, Martínez-Alonso, Patricia, Malliavin, Thérèse E, Velazquez-Campoy, Adrian, Brewerton, Suzanne C, Bodkin, Michael J, Evans, David A, Glen, Robert C, Carrodeguas, José Alberto, Bender, Andreas
Published in Future medicinal chemistry (01.01.2014)
Published in Future medicinal chemistry (01.01.2014)
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Journal Article
Extensions to In Silico Bioactivity Predictions Using Pathway Annotations and Differential Pharmacology Analysis: Application to Xenopus laevis Phenotypic Readouts
Liggi, Sonia, Drakakis, Georgios, Hendry, Adam E., Hanson, Kimberley M., Brewerton, Suzanne C., Wheeler, Grant N., Bodkin, Michael J., Evans, David A., Bender, Andreas
Published in Molecular informatics (01.12.2013)
Published in Molecular informatics (01.12.2013)
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Journal Article
Comparative mode-of-action analysis following manual and automated phenotype detection in Xenopus laevisElectronic supplementary information (ESI) available. See DOI: 10.1039/c3md00313b
Drakakis, Georgios, Hendry, Adam E, Hanson, Kimberley, Brewerton, Suzanne C, Bodkin, Michael J, Evans, David A, Wheeler, Grant N, Bender, Andreas
Year of Publication 26.02.2014
Year of Publication 26.02.2014
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Journal Article
Comparative mode-of-action analysis following manual and automated phenotype detection in Xenopus laevis
Drakakis, Georgios, Hendry, Adam E., Hanson, Kimberley, Brewerton, Suzanne C., Bodkin, Michael J., Evans, David A., Wheeler, Grant N., Bender, Andreas
Published in MedChemComm (01.03.2014)
Published in MedChemComm (01.03.2014)
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