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ORCIDHamse Y. Mussa
- > Home > Persons > Hamse Y. Mussa
Publications
- 2015
[j16]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: 24:1-24:14 (2015)- [j15]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: 27:1-27:11 (2015) - [j14]Hamse Y. Mussa, John B. O. Mitchell, Robert C. Glen:
A note on utilising binary features as ligand descriptors. J. Cheminformatics 7: 58:1-58:3 (2015) - [j13]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: 30-35 (2015) - 2014
- [j12]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): 29 (2014) - [j11]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): 2180-2182 (2014) - [i1]Avid M. Afzal, Hamse Y. Mussa, Richard E. Turner, Andreas Bender, Robert C. Glen:
Target Fishing: A Single-Label or Multi-Label Problem? CoRR abs/1411.6285 (2014) - 2013
- [j10]Hamse Y. Mussa, John B. O. Mitchell, Robert C. Glen:
Full "Laplacianised" posterior naive Bayesian algorithm. J. Cheminformatics 5: 37 (2013) - [j9]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): 1957-1966 (2013) - 2012
- [j8]Robert Lowe, Hamse Y. Mussa, Florian Nigsch, Robert C. Glen, John B. O. Mitchell:
Predicting the mechanism of phospholipidosis. J. Cheminformatics 4: 2 (2012) - [j7]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): 40 (2012) - [j6]Joe Townsend, Robert C. Glen, Hamse Y. Mussa:
Note on Naive Bayes Based on Binary Descriptors in Cheminformatics. J. Chem. Inf. Model. 52(10): 2494-2500 (2012) - 2011
- [j5]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): 4-14 (2011) - [j4]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): 1539-1544 (2011) - 2010
- [j3]Hamse Y. Mussa, Robert C. Glen:
Memory-efficient fully coupled filtering approach for observational model building. IEEE Trans. Neural Networks 21(4): 680-686 (2010) - 2006
- [c2]Hamse Y. Mussa, David John Lary, Robert C. Glen:
Building Structure-Property Predictive Models Using Data Assimilation. CompLife 2006: 64-73 - 2004
- [j2]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): 170-178 (2004) - [j1]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): 1708-1718 (2004) - [c1]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: 4553-4558
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