L. Hall
Artificial Intelligence · Magnetic Resonance Imaging · 2001–2012
A researcher in the Science corpus: 6 papers; trusts 9 researchers and is trusted by 158 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 27 citations into it; #1,691 of 35,345 by trust here, #1,610 by citations
- Molecular Biology — 10 citations into it
- Statistical Learning Theory — 9 citations into it; #141 of 1,038 by trust here, #48 by citations
- Algorithms & Complexity — 7 citations into it
- Information Systems — 6 citations into it
Whom L. Hall trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- William W. Cohen
- J. Ross Quinlan
- Arvid Lundervold
- Scott Cost
- Nathalie Japkowicz
- Ron Kohavi
- Jerome H. Friedman
- Foster J. Provost
- Steven L. Salzberg
- Nitesh V. Chawla
Who trusts L. Hall overall
- Nitesh V. Chawla
- Faisal Kamiran
- Shuo Wang
- Taghi M. Khoshgoftaar
- Alberto Fernández
- Charu C. Aggarwal
- Gary M. Weiss
- Francisco Herrera
- Ajinkya More
- Victoria López
Papers from L. Hall's perspective
Ordered by how strongly the researchers L. Hall trusts endorse each paper. Same corpus, a different order for every researcher.
- 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)
- UCI Repository of machine learning databases
- ImageNet classification with deep convolutional neural networks
- Fast Effective Rule Induction
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- Experiments with a New Boosting Algorithm
- Robust Classification for Imprecise Environments
Their papers
- SMOTE: Synthetic Minority Over-sampling Technique (2002) — 31,281 citations
- Automatic segmentation of non-enhancing brain tumors in magnetic resonance images (2001) — 314 citations
- QIN “Radiomics: The Process and the Challenges” (2012) — 2,066 citations
- Wrapper-based computation and evaluation of sampling methods for imbalanced datasets (2005) — 37 citations
- Fuzzy c-Means Algorithms for Very Large Data (2012) — 479 citations
- SMOTEBoost: Improving Prediction of the Minority Class in Boosting (2003) — 1,784 citations