Izhar Wallach

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 2

Top Topics

Convolutional Neural Network

High Throughput

Data Mining Tools

Top Venues

J. Chem. Inf. Model.

Publications

Izhar Wallach, Abraham Heifets
Most Ligand-Based Classification Benchmarks Reward Memorization Rather than Generalization. J. Chem. Inf. Model. 58 (5) (2018)
Izhar Wallach, Abraham Heifets
Most Ligand-Based Benchmarks Measure Overfitting Rather than Accuracy. CoRR (2017)
Izhar Wallach, Michael Dzamba, Abraham Heifets
AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structure-based Drug Discovery. CoRR (2015)
Izhar Wallach, Ryan H. Lilien
Virtual Decoy Sets for Molecular Docking Benchmarks. J. Chem. Inf. Model. 51 (2) (2011)
Izhar Wallach, Navdeep Jaitly, Kong T. Nguyen, Matthieu Schapira, Ryan H. Lilien
Normalizing Molecular Docking Rankings using Virtually Generated Decoys. J. Chem. Inf. Model. 51 (8) (2011)
Izhar Wallach, Ryan H. Lilien
The protein-small-molecule database, a non-redundant structural resource for the analysis of protein-ligand binding. Bioinform. 25 (5) (2009)
Izhar Wallach, Ryan H. Lilien
Predicting Multiple Ligand Binding Modes Using Self-Consistent Pharmacophore Hypotheses. J. Chem. Inf. Model. 49 (9) (2009)
Izhar Wallach, Ryan H. Lilien
Prediction of sub-cavity binding preferences using an adaptive physicochemical structure representation. Bioinform. 25 (12) (2009)