Research Interests
- Sequential optimization for inhibitory rules relative to length and coverage
- Analysis and design of classifiers based on inhibitory rules and trees
- Machine Learning and Data Mining
Selected Publications
- F. Alsolami, T. Amin, M. Moshkov, B. Zielosko: Comparison of heuristics for optimization of association rules. CS&P 2015: 4-11 (2015)
- F. Alsolami, T. Amin, I. Chikalov, M. Moshkov, B. Zielosko: Dynamic programming approach for construction of association rule systems. CS&P 2015: 12-21 (2015)
- F. Alsolami, I. Chikalov, M. Moshkov: Comparison of heuristics for inhibitory rule optimization. KES 2014: 378-387 (2014)
- F. Alsolami, M. Azad, I. Chikalov, M. Moshkov: Decision rule classifiers for multi-label decision tables. RSEISP 2014: 191-197 (2014)
- F. Alsolami, I. Chikalov, M. Moshkov, B. Zielosko: Optimization of approximate inhibitory rules relative to number of misclassifications. KES 2013: 295-302 (2013)
- F. Alsolami, I. Chikalov, M. Moshkov: Sequential optimization of approximate inhibitory rules relative to the length, coverage and number of misclassifications. RSKT 2013: 154-165 (2013)
- F. Alsolami, I. Chikalov, M. Moshkov, B. Zielosko: Optimization of inhibitory decision rules relative to length and coverage. JRS2012 (2012)
- F. Alsolami, I. Chikalov, M. Moshkov, B. Zielosko: Optimization of inhibitory decision rules relative to length. Studia Informatica (2012)
- F. Alsolami, I. Chikalov, M. Moshkov, B. Zielosko: Optimization of inhibitory decision rules relative to coverage. In: Proceedings Decision Support Systems, Zakopane, Poland, December (2011)
Education
- B.S. Computer Science, King Abdul-Aziz University, Saudi Arabia, 2004
- M.A.Sc Electrical and Computer Engineering, University of Waterloo, Canada, 2008