W. Street
Artificial Intelligence · 1993–2016
A researcher in the Science corpus: 7 papers; trusts 27 researchers and is trusted by 79 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 12 citations into it; #2,964 of 35,345 by trust here, #8,283 by citations
- Evaluation & Benchmarks — 7 citations into it
- Statistical Learning Theory — 6 citations into it
- Algorithms & Complexity — 5 citations into it
- Optimization & Training — 5 citations into it
Whom W. Street trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Kristin P. Bennett
- Olvi L. Mangasarian
- J. Ross Quinlan
- M. Stone
- Vladimir Naumovich Vapni
- Robert E. Schapire
- Ron Kohavi
- David Hilton Wolpert
- Leo Breiman
- Temple F. Smith
Who trusts W. Street overall
- João Gama
- Albert Bifet
- Ludmila I. Kuncheva
- J. Kolter
- Andrea Dal Pozzolo
- Heitor Murilo Gomes
- Emilio Carrizosa
- Guenther Walther
- Dariusz W. Brzezinski
- Huan Liu
Papers from W. Street's perspective
Ordered by how strongly the researchers W. Street trusts endorse each paper. Same corpus, a different order for every researcher.
- The Nature of Statistical Learning Theory
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Learning internal representations by error propagation
- Bagging Predictors
- UCI Repository of machine learning databases
- Random Forests
- Multitask Learning
- C4.5: Programs for Machine Learning
- ImageNet classification with deep convolutional neural networks
- The Strength of Weak Learnability
Their papers
- Ensemble Pruning Via Semi-definite Programming (2006) — 325 citations
- Oblique Multicategory Decision Trees Using Nonlinear Programming (2005) — 15 citations
- Generalized Inverse Classification (2016) — 68 citations
- A streaming ensemble algorithm (SEA) for large-scale classification (2001) — 1,349 citations
- Feature selection in unsupervised learning via evolutionary search (2000) — 339 citations
- Breast Cancer Diagnosis and Prognosis Via Linear Programming (1995)
- Nuclear feature extraction for breast tumor diagnosis (1993)