Fields of Research
Alon received his BSc, MSc (Summa Cum Laude) and PhD in Computer Science from Tel Aviv University. Alon was a Kreitman post-doc fellow at the Department of Software and Information Systems Engineering at the Ben-Gurion University of the Negev.
During his PhD studies, Alon received the Fulbright PhD dissertation fellowship and was a research fellow at the Department of Applied Mathematics at Yale University. Alon co-authored over 30 papers in leading scientific journals and conferences. Alon reviewed dozens of papers in leading journals such as Expert Systems and Applications, Applied Soft Computing, Information Fusion and IEEE Transactions on Knowledge and Data Engineering.
His areas of interest include unsupervised and supervised machine learning and it applications, dimensionality reduction, data mining, ensemble methods, image and signal processing.
A. Schclar, L. Rokach, A. Amit, "Ensembles of Classifiers based on Dimensionality Reduction", Intelligent Data Analysis, Vol. 21(3), pp. 467–489, June 2017.
E. Menahem, A. Schclar, L. Rokach, Y. Elovici, "Securing Your Transactions: Detecting Anomalous Patterns in XML Documents", Information Sciences, Vol. 326, pp. 71–88, Jan. 2016
L. Rokach, A. Schclar, E. Itach, "Ensemble Methods for Multi-label Classification", Expert Systems with Applications, Vol. 41(16), pp. 7507-7523, Nov. 2014.
A. Schclar, L. Rokach, A. Abramson, Y. Elovici, "User Authentication Based on Representative Users", IEEE Transactions on Systems, Man, and Cybernetics, Part C, 42(6):1669-1678, Nov. 2012.
C. Feher, Y. Elovici, R. Moskovitch, L. Rokach, A. Schclar, "User Identity Verification via Mouse Dynamics", Information Sciences, Vol. 201, pp. 19–36, Oct. 2012.