Tom Fawcett
Evaluation & Benchmarks · 2000–2013
A researcher in the Science corpus: 5 papers; trusts 20 researchers and is trusted by 483 researchers here, as inferred from the citation graph.
Subfields
- Evaluation & Benchmarks — 8 citations into it; #48 of 3,147 by trust here, #394 by citations
- Algorithms & Complexity — 7 citations into it
- Artificial Intelligence — 6 citations into it; #630 of 35,345 by trust here, #2,107 by citations
Whom Tom Fawcett trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Andrew P. Bradley
- James A. Hanley
- Pedro M. Domingos
- Foster J. Provost
- Charles Peter Elkan
- Bianca Zadrozny
- Robyn M. Dawes
- Alexandru Niculescu-Mizil
- Leo Breiman
- J. Ross Quinlan
Who trusts Tom Fawcett overall
- Paulo Cortez
- A. Jiménez‐Valverde
- Andrea Dal Pozzolo
- David J. Hand
- Peter A. Flach
- Charu C. Aggarwal
- Loris Nanni
- Bakhtiar Feizizadeh
- Weiwei Jiang
- Alaa Tharwat
Papers from Tom Fawcett's perspective
Ordered by how strongly the researchers Tom Fawcett trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- C4.5: Programs for Machine Learning
- ImageNet: A large-scale hierarchical image database
- Bagging Predictors
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- An introduction to ROC analysis (2006) — 21,593 citations
- Robust Classification for Imprecise Environments (2000) — 1,377 citations
- PRIE: a system for generating rulelists to maximize ROC performance (2008) — 47 citations
- Data Science and its Relationship to Big Data and Data-Driven Decision Making (2013) — 1,410 citations
- ROC Graphs: Notes and Practical Considerations for Researchers (2007) — 2,212 citations