Hamse Y. Mussa

Publication Activity (10 Years)

Years Active: 2004-2015
Publications (10 Years): 4

Top Topics

Binary Features

Bayes Classifier

Gpu Accelerated

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Pattern Recognit. Lett.

Publications

Hamse Y. Mussa, David Marcus, John B. O. Mitchell, Robert C. Glen
Verifying the fully "Laplacianised" posterior Naïve Bayesian approach and more. J. Cheminformatics 7 (2015)
Hamse Y. Mussa, John B. O. Mitchell, Avid M. Afzal
The Parzen Window method: In terms of two vectors and one matrix. Pattern Recognit. Lett. 63 (2015)
Avid M. Afzal, Hamse Y. Mussa, Richard E. Turner, Andreas Bender, Robert C. Glen
A multi-label approach to target prediction taking ligand promiscuity into account. J. Cheminformatics 7 (2015)
Hamse Y. Mussa, John B. O. Mitchell, Robert C. Glen
A note on utilising binary features as ligand descriptors. J. Cheminformatics 7 (2015)
Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi, Hamse Y. Mussa, Werner Klaffke, John B. O. Mitchell, Robert C. Glen, Andreas Bender
Erratum for "In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naı̈ve Bayes and Parzen-Rosenblatt Window". J. Chem. Inf. Model. 54 (7) (2014)
Avid M. Afzal, Hamse Y. Mussa, Richard E. Turner, Andreas Bender, Robert C. Glen
Target Fishing: A Single-Label or Multi-Label Problem? CoRR (2014)
Jonathan D. Tyzack, Hamse Y. Mussa, Mark J. Williamson, Johannes Kirchmair, Robert C. Glen
Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers. J. Cheminformatics 6 (1) (2014)
Hamse Y. Mussa, John B. O. Mitchell, Robert C. Glen
Full "Laplacianised" posterior naive Bayesian algorithm. J. Cheminformatics 5 (2013)
Alexios Koutsoukas, Robert Lowe, Yasaman KalantarMotamedi, Hamse Y. Mussa, Werner Klaffke, John B. O. Mitchell, Robert C. Glen, Andreas Bender
In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naïve Bayes and Parzen-Rosenblatt Window. J. Chem. Inf. Model. 53 (8) (2013)
Robert Lowe, Hamse Y. Mussa, Florian Nigsch, Robert C. Glen, John B. O. Mitchell
Predicting the mechanism of phospholipidosis. J. Cheminformatics 4 (2012)
Jonathan D. Tyzack, Hamse Y. Mussa, Robert C. Glen
Probabilistic classifier: generated using randomised sub-sampling of the feature space. J. Cheminformatics 4 (S-1) (2012)
Joe Townsend, Robert C. Glen, Hamse Y. Mussa
Note on Naive Bayes Based on Binary Descriptors in Cheminformatics. J. Chem. Inf. Model. 52 (10) (2012)
Robert Lowe, Hamse Y. Mussa, John B. O. Mitchell, Robert C. Glen
Classifying Molecules Using a Sparse Probabilistic Kernel Binary Classifier. J. Chem. Inf. Model. 51 (7) (2011)
Hamse Y. Mussa, Lezan Hawizy, Florian Nigsch, Robert C. Glen
Classifying Large Chemical Data Sets: Using A Regularized Potential Function Method. J. Chem. Inf. Model. 51 (1) (2011)
Hamse Y. Mussa, Robert C. Glen
Memory-efficient fully coupled filtering approach for observational model building. IEEE Trans. Neural Networks 21 (4) (2010)
Hamse Y. Mussa, David J. Lary, Robert C. Glen
Building Structure-Property Predictive Models Using Data Assimilation. CompLife (2006)
Andreas Bender, Hamse Y. Mussa, Gurprem S. Gill, Robert C. Glen
Molecular surface point environments for virtual screening and the elucidation of binding patterns (MOLPRINT). SMC (5) (2004)
Andreas Bender, Hamse Y. Mussa, Robert C. Glen, Stephan Reiling
Similarity Searching of Chemical Databases Using Atom Environment Descriptors (MOLPRINT 2D): Evaluation of Performance. J. Chem. Inf. Model. 44 (5) (2004)
Andreas Bender, Hamse Y. Mussa, Robert C. Glen, Stephan Reiling
Molecular Similarity Searching Using Atom Environments, Information-Based Feature Selection, and a Naïve Bayesian Classifier. J. Chem. Inf. Model. 44 (1) (2004)