Amélie Marian
Artificial Intelligence · 2002–2013
A researcher in the Science corpus: 4 papers; trusts 27 researchers and is trusted by 15 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 14 citations into it; #16,318 of 35,345 by trust here, #20,377 by citations
- Information Systems — 14 citations into it; #3,661 of 8,771 by trust here, #5,713 by citations
- Signal Processing — 8 citations into it; #2,745 of 7,572 by trust here, #3,913 by citations
- Recommender Systems — 7 citations into it
- Computer Networks and Communications — 5 citations into it; #3,214 of 9,886 by trust here, #4,950 by citations
- Management Science and Operations Research — 5 citations into it
Whom Amélie Marian trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Thorsten Joachims
- Paul Resnick
- Ron Kohavi
- Yehuda Koren
- Noam Slonim
- Jonathan L. Herlocker
- Naftali Tishby
- J. Breese
- Chong Wang
- Ana-Maria Popescu
Who trusts Amélie Marian overall
Papers from Amélie Marian's perspective
Ordered by how strongly the researchers Amélie Marian trusts endorse each paper. Same corpus, a different order for every researcher.
- The information bottleneck method
- Evaluating collaborative filtering recommender systems
- Empirical Analysis of Predictive Algorithms for Collaborative Filtering
- Mining and summarizing customer reviews
- An open architecture for collaborative filtering of netnews
- Amazon.com Recommendations: Item-to-Item Collaborative Filtering
- Lessons from the Netflix prize challenge
- ImageNet classification with deep convolutional neural networks
- Factorization meets the neighborhood: a multifaceted collaborative filtering model
- Multiple Aspect Ranking Using the Good Grief Algorithm
Their papers
- Improving the quality of predictions using textual information in online user reviews (2013) — 157 citations
- Beyond the Stars: Improving Rating Predictions using Review Text Content (2009) — 492 citations
- Detecting changes in XML documents (2002) — 532 citations
- Evaluating top-k queries over Web-accessible databases (2002) — 572 citations