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Publications by Bernhard Pfahringer

The Online Performance Estimation Framework: Heterogeneous Ensemble Learning for Data Streams

Machine Learning
Artificial IntelligenceSoftware
2017English

Ensembles of Nested Dichotomies With Multiple Subset Evaluation

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2019English

Towards a Framework for Designing Full Model Selection and Optimization Systems

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2013English

Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2013English

Propositionalisation of Multi-Instance Data Using Random Forests

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2013English

Leveraging Bagging for Evolving Data Streams

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2010English

Full Model Selection in the Space of Data Mining Operators

2012English

Determining Word-Emotion Associations From Tweets by Multi-Label Classification

2016English

Stress-Testing Hoeffding Trees

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2005English

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