Dimitar Hristozov

According to our database, Dimitar Hristozov authored at least 8 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

dunXai: DO-U-Net for Explainable (Multi-label) Image Classification - Applications to Biomedical Images.

Toyah Overton, Allan Tucker, Tim James, Dimitar Hristozov

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

2020

Enhancing reaction-based de novo design using a multi-label reaction class recommender.

Gian Marco Ghiandoni, Michael J. Bodkin, Beining Chen, Dimitar Hristozov, James E. A. Wallace, James Webster, Valerie J. Gillet

J. Comput. Aided Mol. Des., 2020

2019

Development and Application of a Data-Driven Reaction Classification Model: Comparison of an Electronic Lab Notebook and Medicinal Chemistry Literature.

Gian Marco Ghiandoni, Michael J. Bodkin, Beining Chen, Dimitar Hristozov, James E. A. Wallace, James Webster, Valerie J. Gillet

J. Chem. Inf. Model., 2019

2009

Exploring Potency and Selectivity Receptor Antagonist Profiles Using a Multilabel Classification Approach: The Human Adenosine Receptors as a Key Study.

Lisa Michielan, Stephanie Federico, Lothar Terfloth, Dimitar Hristozov, Barbara Cacciari, Karl Norbert Klotz, Giampiero Spalluto, Johann Gasteiger, Stefano Moro

J. Chem. Inf. Model., 2009

2008

Multilabeled Classification Approach To Find a Plant Source for Terpenoids.

Dimitar Hristozov, Johann Gasteiger, Fernando B. Da Costa

J. Chem. Inf. Model., 2008

2007

Ligand-Based Virtual Screening by Novelty Detection with Self-Organizing Maps.

Dimitar Hristozov, Tudor I. Oprea, Johann Gasteiger

J. Chem. Inf. Model., 2007

Sesquiterpene Lactones-Based Classification of the Family Asteraceae Using Neural Networks and <i>k</i>-Nearest Neighbors.

Dimitar Hristozov, Fernando B. Da Costa, Johann Gasteiger

J. Chem. Inf. Model., 2007

Virtual screening applications: a study of ligand-based methods and different structure representations in four different scenarios.

Dimitar Hristozov, Tudor I. Oprea, Johann Gasteiger

J. Comput. Aided Mol. Des., 2007