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Andrew Collins 0002
Person information
- affiliation: Trinity College Dublin, Ireland
Other persons with the same name
- Andrew Collins 0001
— University of Southampton, Faculty of Medicine, UK
- Andrew Collins 0003
- Andrew Collins 0004 — University of Warwick, Mathematics Institute, UK
- Andrew Collins 0005 — Stony Brook University, Department of Sociology, NY, USA
- Andrew Collins 0006 — Baker McVeigh and Clements, Newmarket, UK
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2020 – today
- 2020
- [j1]Felix Beierle
Choice overload and recommendation effectiveness in related-article recommendations. Int. J. Digit. Libr. 21(3): 231-246 (2020) - [i12]Joeran Beel, Bryan Tyrell, Edward Bergman, Andrew Collins, Shahad Nagoor
Siamese Meta-Learning and Algorithm Selection with 'Algorithm-Performance Personas' [Proposal]. CoRR abs/2006.12328 (2020) - [i11]Andrew Collins, Laura Tierney, Joeran Beel:
Per-Instance Algorithm Selection for Recommender Systems via Instance Clustering. CoRR abs/2012.15151 (2020)
2010 – 2019
- 2019
- [c12]Dominika Tkaczyk, Andrew Collins, Joeran Beel:
NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts. AICS 2019: 4-15 - [c11]Mark Grennan, Martin Schibel, Andrew Collins, Joeran Beel:
GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing. AICS 2019: 260-271 - [c10]Gordian Edenhofer, Andrew Collins, Akiko Aizawa, Joeran Beel:
Augmenting the DonorsChoose.org Corpus for Meta-Learning. AMIR@ECIR 2019: 32-38 - [c9]Joeran Beel, Barry Smyth, Andrew Collins:
RARD II: The 94 Million Related-Article Recommendation Dataset. AMIR@ECIR 2019: 39-55 - [c8]Jöran Beel, Andrew Collins, Oliver Kopp, Linus W. Dietz, Petr Knoth:
Online Evaluations for Everyone: Mr. DLib's Living Lab for Scholarly Recommendations. ECIR (2) 2019: 213-219 - [c7]Andrew Collins, Jöran Beel:
Document Embeddings vs. Keyphrases vs. Terms for Recommender Systems: A Large-Scale Online Evaluation. JCDL 2019: 130-133 - [c6]Andrew Collins, Joeran Beel:
A First Analysis of Meta-Learned Per-Instance Algorithm Selection in Scholarly Recommender Systems. ComplexRec@RecSys 2019: 29-34 - [i10]Andrew Collins, Jöran Beel:
Document Embeddings vs. Keyphrases vs. Terms: An Online Evaluation in Digital Library Recommender Systems. CoRR abs/1905.11244 (2019) - [i9]Andrew Collins, Joeran Beel:
Meta-Learned Per-Instance Algorithm Selection in Scholarly Recommender Systems. CoRR abs/1912.08694 (2019) - [i8]Dominika Tkaczyk, Andrew Collins, Joeran Beel:
NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts. CoRR abs/1912.10170 (2019) - 2018
- [c5]Jöran Beel, Andrew Collins, Akiko Aizawa:
Mr. DLib's Architecture for Scholarly Recommendations-as-a-Service. AICS 2018: 78-89 - [c4]Andrew Collins, Dominika Tkaczyk, Jöran Beel:
A Novel Approach to Recommendation Algorithm Selection using Meta-Learning. AICS 2018: 210-219 - [c3]Andrew Collins
Position Bias in Recommender Systems for Digital Libraries. iConference 2018: 335-344 - [c2]Dominika Tkaczyk
Machine Learning vs. Rules and Out-of-the-Box vs. Retrained: An Evaluation of Open-Source Bibliographic Reference and Citation Parsers. JCDL 2018: 99-108 - [c1]Dominika Tkaczyk
Who Did What?: Identifying Author Contributions in Biomedical Publications using Naïve Bayes. JCDL 2018: 387-388 - [i7]Dominika Tkaczyk, Andrew Collins, Paraic Sheridan, Jöran Beel:
Evaluation and Comparison of Open Source Bibliographic Reference Parsers: A Business Use Case. CoRR abs/1802.01168 (2018) - [i6]Dominika Tkaczyk, Andrew Collins, Jöran Beel:
A Method for Discovering and Extracting Author Contributions Information from Scientific Biomedical Publications. CoRR abs/1802.01174 (2018) - [i5]Andrew Collins, Dominika Tkaczyk, Akiko Aizawa, Jöran Beel:
A Study of Position Bias in Digital Library Recommender Systems. CoRR abs/1802.06565 (2018) - [i4]Andrew Collins, Jöran Beel, Dominika Tkaczyk:
One-at-a-time: A Meta-Learning Recommender-System for Recommendation-Algorithm Selection on Micro Level. CoRR abs/1805.12118 (2018) - [i3]Jöran Beel, Barry Smyth, Andrew Collins:
RARD II: The 2nd Related-Article Recommendation Dataset. CoRR abs/1807.06918 (2018) - [i2]Jöran Beel, Andrew Collins, Oliver Kopp, Linus W. Dietz, Petr Knoth:
Mr. DLib's Living Lab for Scholarly Recommendations. CoRR abs/1807.07298 (2018) - [i1]Jöran Beel, Andrew Collins, Akiko Aizawa:
The Architecture of Mr. DLib's Scientific Recommender-System API. CoRR abs/1811.10364 (2018)
Coauthor Index
aka: Joeran Beel
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