Ioannis Partalas
Publications by Year
Research Areas
Text and Document Classification Technologies, Reinforcement Learning in Robotics, Topic Modeling, Spam and Phishing Detection, Natural Language Processing Techniques
Most-Cited Works
- → An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition(2015)559 cited
- → LSHTC: A Benchmark for Large-Scale Text Classification(2015)137 cited
- → An Ensemble Pruning Primer(2009)129 cited
- → An ensemble uncertainty aware measure for directed hill climbing ensemble pruning(2010)101 cited
- → Pruning an ensemble of classifiers via reinforcement learning(2008)81 cited
- → Focused Ensemble Selection: A Diversity-Based Method for Greedy Ensemble Selection(2008)71 cited
- → Greedy regression ensemble selection: Theory and an application to water quality prediction(2008)63 cited
- → Transfer Learning in Multi-Agent Reinforcement Learning Domains(2012)60 cited
- → BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering(2015)48 cited
- On Flat versus Hierarchical Classification in Large-Scale Taxonomies(2012)