Usama M. Fayyad
Artificial Intelligence · 1992–2005
A researcher in the Science corpus: 6 papers; trusts 21 researchers and is trusted by 148 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 10 citations into it; #22,213 of 35,345 by trust here, #25,040 by citations
- Statistics and Probability — 5 citations into it
Whom Usama M. Fayyad trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Olvi L. Mangasarian
- Pat Langley
- Anil K. Jain
- George Karypis
- Vladimir Naumovich Vapni
- Kristin P. Bennett
- Grace Wahba
- M. Stone
- Paul Tseng
- M. Solodov
Who trusts Usama M. Fayyad overall
- Cynthia Rudin
- Charles X. F. Ling
- Jin Huang
- Francisco Herrera
- Salvador Garcia
- Lukasz Kurgan
- Huan Liu
- Alex Alves Freitas
- Ron Kohavi
- B. Liu
Papers from Usama M. Fayyad's perspective
Ordered by how strongly the researchers Usama M. Fayyad 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
- Neural Networks for Pattern Recognition
- Atomic Decomposition by Basis Pursuit
- Algorithms for Clustering Data
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Some methods for classification and analysis of multivariate observations
- Spline Models for Observational Data
- Pattern classification and scene analysis
- Optimal Brain Damage
Their papers
- Hierarchical Clustering Algorithms for Document Datasets (2005) — 734 citations
- Information Visualization in Data Mining and Knowledge Discovery (2001) — 663 citations
- Mathematical Programming for Data Mining: Formulations and Challenges (1999)
- From Data Mining to Knowledge Discovery in Databases (1996)
- Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning (1993)
- The Attribute Selection Problem in Decision Tree Generation (1992)