Alexey Tsymbal

Publications by Year

Research Areas

Machine Learning and Data Classification, Data Mining Algorithms and Applications, Face and Expression Recognition, Neural Networks and Applications, Data Stream Mining Techniques

Most-Cited Works

• The problem of concept drift: definitions and related work(2004)
• → Diversity in search strategies for ensemble feature selection(2004)323 cited
• → A case-based technique for tracking concept drift in spam filtering(2005)205 cited
• → Dynamic integration of classifiers for handling concept drift(2007)194 cited
• → Ensemble feature selection with the simple Bayesian classification(2003)159 cited
• → Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction(2006)116 cited
• → Ensemble clustering in medical diagnostics(2004)79 cited
• → Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography(2011)71 cited
• → Dynamic Integration with Random Forests(2006)70 cited
• → Dynamic Integration of Regression Models(2004)63 cited