Publications
Book Chapter
• Abraham Yosipof and Hanoch Senderowitz (2016). Optimization Algorithms for Chemoinformatics and Material-informatics, Optimization Algorithms- Methods and Applications, Associate Prof. Ozgur Baskan (Ed.), InTech, Available from: http://www.intechopen.com/books/optimization-algorithms-methods-and-applications/optimization-algorithms-for-chemoinformatics-and-material-informatics
Journal Publication
1. Kaspi, O.; Yosipof, A.; Senderowitz, H., PV Analyzer: A Decision Support System for Photovoltaic Solar Cells Libraries, Molecular Informatics 2018, accepted for publication.
2. Yosipof, A.; Guedes, R. C.; García-Sosa, A. T., Data Mining and Machine Learning Models for Predicting Drug Likeness and Their Disease or Organ Category. Frontiers in Chemistry 2018, 6 (162).
3. Kaspi, O.; Yosipof, A.; Senderowitz, H., RANdom SAmple Consensus (RANSAC) algorithm for material-informatics: application to photovoltaic solar cells. Journal of Cheminformatics 2017, 9, 34.
4. Yosipof, A.; Shimanovich, K.; Senderowitz, H., Materials Informatics: Statistical Modeling in Material Science. Molecular Informatics 2016, 35, 568-579.
5. Yosipof, A.; Kaspi, O.; Majhi, K.; Senderowitz, H., Visualization Based Data Mining for Comparison Between Two Solar Cell Libraries. Molecular Informatics 2016, 35, 622-628.
6. Nahum, O. E.; Yosipof, A.; Senderowitz, H., A Multi-Objective Genetic Algorithm for Outlier Removal. Journal of Chemical Information and Modeling 2015, 55, 2507-2518.
7. Yosipof, A.; Nahum, O. E.; Anderson, A. Y.; Barad, H.-N.; Zaban, A.; Senderowitz, H., Data Mining and Machine Learning Tools for Combinatorial Material Science of All-Oxide Photovoltaic Cells. Molecular Informatics 2015, 34, 367-379.
8. Yosipof, A.; Senderowitz, H., k-Nearest neighbors optimization-based outlier removal. Journal of computational chemistry 2015, 36, 493-506.
9. Yosipof, A.; Senderowitz, H., Optimization of Molecular Representativeness. Journal of Chemical Information and Modeling 2014, 54, 1567-1577.
10. Yosipof, A.; Basch, H.; Hoz, S., Efficiency of electric field catalysis in nucleophilic and electrophilic addition to polyenes. Journal of Physical Organic Chemistry 2014, 27, 191-197.
11. Yosipof, A.; Basch, H.; Hoz, S., Metamorphosis of a Transition State into a Stable Species. The Journal of Physical Chemistry A 2013, 117 (33), 7737-7741.
12. Yosipof, A.; Basch, H.; Hoz, S., Nucleophilic and Electrophilic Reactions of Polyynes Catalyzed by an Electric Field: Toward Barcoding of Carbon Nanotubes Like Long Homogeneous Substrates. The Journal of Physical Chemistry A 2013, 117 (24), 5023-5027.