Bernhard Pfahringer

Publications by Year

Research Areas

Data Stream Mining Techniques, Machine Learning and Data Classification, Anomaly Detection Techniques and Applications, Time Series Analysis and Forecasting, Data Mining Algorithms and Applications

Most-Cited Works

• → The WEKA data mining software(2009)17,793 cited
• → Classifier chains for multi-label classification(2011)2,237 cited
• MOA: Massive Online Analysis(2010)
• → New ensemble methods for evolving data streams(2009)562 cited
• → Weka-A Machine Learning Workbench for Data Mining(2009)465 cited
• → Multi-label Classification Using Ensembles of Pruned Sets(2008)426 cited
• → Multinomial Naive Bayes for Text Categorization Revisited(2004)423 cited
• → Active Learning With Drifting Streaming Data