Concepedia

Alberto Suárez

AS

37

Publications

2.5K

Citations

25

H-Index

1991

Active since

Affiliations

Universidad Autónoma de Madrid(Current)

Massachusetts Institute of Technology

Stanford University

Michigan State University

Alberto Suárez is an author at Universidad Autónoma de Madrid specializing in engineering, data science, and data mining.

Top concepts

EngineeringData MiningData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionStatisticsPredictive AnalyticsComputer SciencePhysics

Publications per year

1991–2024

37

Publications

37

An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation

Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 313 citations · Full text

Engineering, Machine Learning, Data Aggregation +18

Memory effects in the relaxation of quantum open systems

Alberto Suárez, R. Silbey, Irwin Oppenheim · The Journal of Chemical Physics · 1992 · 252 citations

Quantum Dynamic, Relaxation Process, Engineering +18

Globally optimal fuzzy decision trees for classification and regression

Alberto Suárez, James F. Lutsko · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1999 · 192 citations

Artificial Intelligence, Engineering, Machine Learning +16

Pruning in ordered bagging ensembles

Gonzalo Martínez-Muñoz, Alberto Suárez · 2006 · 175 citations · Full text

Data Classification, Classification Method, Engineering +15

Out-of-bag estimation of the optimal sample size in bagging

Gonzalo Martínez-Muñoz, Alberto Suárez · Pattern Recognition · 2009 · 133 citations · Full text

Optimal Sample Size, Engineering, Sampling Technique +6

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