Alexey Tsymbal

The problem of concept drift: definitions and related work

Alexey Tsymbal · 2004 · 945 citations

Diversity in search strategies for ensemble feature selection

Alexey Tsymbal, Mykola Pechenizkiy, Pádraig Cunningham · Information Fusion · 2004 · 323 citations

Engineering, Information Retrieval, Data Science +7

A case-based technique for tracking concept drift in spam filtering

Sarah Jane Delany, Pádraig Cunningham, Alexey Tsymbal et al. · Knowledge-Based Systems · 2005 · 205 citations

Spam Filtering, Engineering, Machine Learning +11

Dynamic integration of classifiers for handling concept drift

Alexey Tsymbal, Mykola Pechenizkiy, Pádraig Cunningham et al. · Information Fusion · 2007 · 194 citations

Engineering, Machine Learning, Concept Drift +9

Ensemble feature selection with the simple Bayesian classification

Alexey Tsymbal, Seppo Puuronen, David Patterson · Information Fusion · 2003 · 159 citations

Engineering, Machine Learning, Data Science +8