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Per-Instance Algorithm Selection for Recommender Systems via Instance Clustering


Dec 30, 2020
Andrew Collins, Laura Tierney, Joeran Beel


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Siamese Meta-Learning and Algorithm Selection with 'Algorithm-Performance Personas' [Proposal]


Jun 23, 2020
Joeran Beel, Bryan Tyrell, Edward Bergman, Andrew Collins, Shahad Nagoor

* 7th Workshop on Automated Machine Learning (AutoML 2020) 

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NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts


Dec 15, 2019
Dominika Tkaczyk, Andrew Collins, Joeran Beel

* 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019 
* arXiv admin note: substantial text overlap with arXiv:1802.01174 

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The Architecture of Mr. DLib's Scientific Recommender-System API


Nov 26, 2018
Joeran Beel, Andrew Collins, Akiko Aizawa


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RARD II: The 2nd Related-Article Recommendation Dataset


Jul 20, 2018
Joeran Beel, Barry Smyth, Andrew Collins


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Mr. DLib's Living Lab for Scholarly Recommendations


Jul 19, 2018
Joeran Beel, Andrew Collins, Oliver Kopp, Linus Dietz, Petr Knoth


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