Felix Naumann
Artificial Intelligence · The VLDB journal · 2000–2022
A researcher in the Science corpus: 9 papers; trusts 43 researchers and is trusted by 23 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 64 citations into it; #11,107 of 35,345 by trust here, #21,878 by citations
- Information Systems — 35 citations into it; #2,739 of 8,771 by trust here, #3,198 by citations
- Management Science and Operations Research — 34 citations into it; #3,228 of 11,946 by trust here, #1,411 by citations
- Computer Networks and Communications — 32 citations into it; #2,020 of 9,886 by trust here, #1,297 by citations
- Computer Vision and Pattern Recognition — 22 citations into it
- Signal Processing — 14 citations into it; #2,234 of 7,572 by trust here, #1,504 by citations
- Evaluation & Benchmarks — 11 citations into it
- Statistics and Probability — 8 citations into it
Whom Felix Naumann trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Mikhail Bilenko
- Alon Y. Halevy
- Erhard Rahm
- Indrajit Bhattacharya
- Ahmed K. Elmagarmid
- Xin Luna Dong
- Rohan A. Baxter
- Raymond J. Mooney
- Amit P. Sheth
- Philip A. Bernstein
Who trusts Felix Naumann overall
- Tom Heath
- Ihab F. Ilyas
- Michael Färber
- Shirlee-ann Knight
- Christian Bizer
- Xu Chu
- Theodoros Rekatsinas
- Ziawasch Abedjan
- Frederic Bartscherer
- Janice M. Burn
Papers from Felix Naumann's perspective
Ordered by how strongly the researchers Felix Naumann trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Adaptive duplicate detection using learnable string similarity measures
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Reference reconciliation in complex information spaces (ACM SIGMOD Conference)
- ImageNet: A large-scale hierarchical image database
Their papers
- LINDA: distributed web-of-data-scale entity matching (2012) — 99 citations
- An Introduction to Duplicate Detection (2010) — 371 citations
- Profiling relational data: a survey (2015) — 348 citations
- Assessment Methods for Information Quality Criteria (2000) — 350 citations
- Data fusion (2009) — 1,435 citations
- The Effects of Data Quality on Machine Learning Performance (2022)
- The effects of data quality on machine learning performance on tabular data (2022) — 161 citations
- The Stratosphere platform for big data analytics (2014) — 505 citations
- Quality-Driven Query Answering for Integrated Information Systems (2002) — 294 citations