Ata Amini

Support vector inductive logic programming outperforms the naive Bayes classifier and inductive logic programming for the classification of bioactive chemical compounds

Edward O. Cannon, Ata Amini, Andreas Bender et al. · Journal of Computer-Aided Molecular Design · 2007 · 48 citations

Artificial Intelligence, Classification Method, Naive Bayes Classifier +13

Scaffold Hopping in Drug Discovery Using Inductive Logic Programming

Kazuhisa Tsunoyama, Ata Amini, Michael J.E. Sternberg et al. · Journal of Chemical Information and Modeling · 2008 · 43 citations

Drug Target, Engineering, Template Search +19

A Novel Logic-Based Approach for Quantitative Toxicology Prediction

Ata Amini, Stephen Muggleton, Huma Lodhi et al. · Journal of Chemical Information and Modeling · 2007 · 43 citations

Engineering, Machine Learning, Svilp Approaches +23

A general approach for developing system‐specific functions to score protein–ligand docked complexes using support vector inductive logic programming

Ata Amini, Paul J. Shrimpton, Stephen Muggleton et al. · Proteins Structure Function and Bioinformatics · 2007 · 30 citations

System‐specific Functions, Svilp-produced Rules, Machine Learning +23