Lars Schmidt-Thieme

Publications by Year

Research Areas

Recommender Systems and Techniques, Time Series Analysis and Forecasting, Machine Learning and Data Classification, Intelligent Tutoring Systems and Adaptive Learning, Advanced Graph Neural Networks

Most-Cited Works

• → BPR: Bayesian Personalized Ranking from Implicit Feedback(2012)4,347 cited
• → Factorizing personalized Markov chains for next-basket recommendation(2010)2,614 cited
• → Pairwise interaction tensor factorization for personalized tag recommendation(2010)685 cited
• → Fast context-aware recommendations with factorization machines(2011)589 cited
• → Tag Recommendations in Folksonomies(2007)514 cited
• → Learning time-series shapelets(2014)454 cited
• → MyMediaLite(2011)371 cited
• → Learning optimal ranking with tensor factorization for tag recommendation(2009)367 cited
• → Tag-aware recommender systems by fusion of collaborative filtering algorithms(2008)350 cited
• → Cost-sensitive learning methods for imbalanced data(2010)347 cited