Avid M. Afzal

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 6

Top Topics

Hierarchical Text Categorization

Conformal Prediction

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Maria-Anna Trapotsi, Lewis H. Mervin, Avid M. Afzal, Noé Sturm, Ola Engkvist, Ian P. Barrett, Andreas Bender
Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions. J. Chem. Inf. Model. 61 (3) (2021)
Lewis H. Mervin, Maria-Anna Trapotsi, Avid M. Afzal, Ian P. Barrett, Andreas Bender, Ola Engkvist
Probabilistic Random Forest improves bioactivity predictions close to the classification threshold by taking into account experimental uncertainty. J. Cheminformatics 13 (1) (2021)
Lewis H. Mervin, Avid M. Afzal, Ola Engkvist, Andreas Bender
Comparison of Scaling Methods to Obtain Calibrated Probabilities of Activity for Protein-Ligand Predictions. J. Chem. Inf. Model. 60 (10) (2020)
Fredrik Svensson, Avid M. Afzal, Ulf Norinder, Andreas Bender
Maximizing gain in high-throughput screening using conformal prediction. J. Cheminformatics 10 (1) (2018)
Lewis H. Mervin, Krishna C. Bulusu, Leen Kalash, Avid M. Afzal, Fredrik Svensson, Mike A. Firth, Ian P. Barrett, Ola Engkvist, Andreas Bender
Orthologue chemical space and its influence on target prediction. Bioinform. 34 (1) (2018)
Ulf Norinder, Fredrik Svensson, Avid M. Afzal, Andreas Bender
Maximizing Gain in HTS Screening Using Conformal Prediction. COPA (2017)
Lewis H. Mervin, Avid M. Afzal, Georgios Drakakis, Richard Lewis, Ola Engkvist, Andreas Bender
Target prediction utilising negative bioactivity data covering large chemical space. 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)
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)
Johannes Kirchmair, Mark J. Williamson, Avid M. Afzal, Jonathan D. Tyzack, Alison P. K. Choy, Andrew Howlett, Patrik Rydberg, Robert C. Glen
FAst MEtabolizer (FAME): A Rapid and Accurate Predictor of Sites of Metabolism in Multiple Species by Endogenous Enzymes. J. Chem. Inf. Model. 53 (11) (2013)