In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naive Bayes and Parzen-Rosenblatt Window
KOUTSOUKAS, Alexios, LOWE, Robert, KALANTARMOTAMEDI, Yasaman, MUSSA, Hamse Y, KLAFLKE, Werner, MITCHELL, John B. O, GLEN, Robert C, BENDER, Andreas
Published in Journal of chemical information and modeling (26.08.2013)
Published in Journal of chemical information and modeling (26.08.2013)
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Journal Article
Predicting the mechanism of phospholipidosis
Lowe, Robert, Mussa, Hamse Y, Nigsch, Florian, Glen, Robert C, Mitchell, John BO
Published in Journal of cheminformatics (26.01.2012)
Published in Journal of cheminformatics (26.01.2012)
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Journal Article
Classifying Large Chemical Data Sets: Using A Regularized Potential Function Method
Mussa, Hamse Y, Hawizy, Lezan, Nigsch, Florian, Glen, Robert C
Published in Journal of chemical information and modeling (24.01.2011)
Published in Journal of chemical information and modeling (24.01.2011)
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Journal Article
Classifying Molecules Using a Sparse Probabilistic Kernel Binary Classifier
Lowe, Robert, Mussa, Hamse Y, Mitchell, John B. O, Glen, Robert C
Published in Journal of chemical information and modeling (25.07.2011)
Published in Journal of chemical information and modeling (25.07.2011)
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Journal Article
Molecular Similarity Searching Using Atom Environments, Information-Based Feature Selection, and a Naïve Bayesian Classifier
Bender, Andreas, Mussa, Hamse Y, Glen, Robert C, Reiling, Stephan
Published in Journal of Chemical Information and Computer Sciences (01.01.2004)
Published in Journal of Chemical Information and Computer Sciences (01.01.2004)
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Understanding the mode-of-action of Cassia auriculata via in silico and in vivo studies towards validating it as a long term therapy for type II diabetes
Mohd Fauzi, Fazlin, John, Cini Mathew, Karunanidhi, Arunkumar, Mussa, Hamse Y., Ramasamy, Rajesh, Adam, Aishah, Bender, Andreas
Published in Journal of ethnopharmacology (02.02.2017)
Published in Journal of ethnopharmacology (02.02.2017)
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Journal Article
The Parzen Window method: In terms of two vectors and one matrix
Mussa, Hamse Y., Mitchell, John B.O., Afzal, Avid M.
Published in Pattern recognition letters (01.10.2015)
Published in Pattern recognition letters (01.10.2015)
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Journal Article
A multi-label approach to target prediction taking ligand promiscuity into account
Afzal, Avid M, Mussa, Hamse Y, Turner, Richard E, Bender, Andreas, Glen, Robert C
Published in Journal of cheminformatics (30.05.2015)
Published in Journal of cheminformatics (30.05.2015)
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Journal Article
Note on Naive Bayes Based on Binary Descriptors in Cheminformatics
Townsend, Joe A, Glen, Robert C, Mussa, Hamse Y
Published in Journal of chemical information and modeling (22.10.2012)
Published in Journal of chemical information and modeling (22.10.2012)
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Journal Article
Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers
Tyzack, Jonathan D, Mussa, Hamse Y, Williamson, Mark J, Kirchmair, Johannes, Glen, Robert C
Published in Journal of cheminformatics (27.05.2014)
Published in Journal of cheminformatics (27.05.2014)
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Journal Article
Erratum for “In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naı̈ve Bayes and Parzen-Rosenblatt Window”
Koutsoukas, Alexios, Lowe, Robert, KalantarMotamedi, Yasaman, Mussa, Hamse Y, Klaffke, Werner, Mitchell, John B. O, Glen, Robert C, Bender, Andreas
Published in Journal of chemical information and modeling (28.07.2014)
Published in Journal of chemical information and modeling (28.07.2014)
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Journal Article
Probability Based hERG Blocker Classifiers
Wang, Zhi, Mussa, Hamse Y., Lowe, Robert, Glen, Robert C., Yan, Aixia
Published in Molecular informatics (01.09.2012)
Published in Molecular informatics (01.09.2012)
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Journal Article
Full “Laplacianised” posterior naive Bayesian algorithm
Mussa, Hamse Y, Mitchell, John BO, Glen, Robert C
Published in Journal of cheminformatics (23.08.2013)
Published in Journal of cheminformatics (23.08.2013)
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Journal Article
Verifying the fully “Laplacianised” posterior Naïve Bayesian approach and more
Mussa, Hamse Y, Marcus, David, Mitchell, John B O, Glen, Robert C
Published in Journal of cheminformatics (12.06.2015)
Published in Journal of cheminformatics (12.06.2015)
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Journal Article
A note on utilising binary features as ligand descriptors
Mussa, Hamse Y., Mitchell, John B. O., Glen, Robert C.
Published in Journal of cheminformatics (01.12.2015)
Published in Journal of cheminformatics (01.12.2015)
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