Concepedia

Tony Martinez

TM

63

Publications

5.7K

Citations

28

H-Index

1986

Active since

Affiliations

Brigham Young University(Current)

Tony Martinez is an author at Brigham Young University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionKnowledge DiscoveryData MiningArtificial IntelligenceDeep LearningSupervised Learning

Publications per year

1986–2021

63

Publications

63

Improved Heterogeneous Distance Functions

D.R. Wilson, Tony Martinez · Journal of Artificial Intelligence Research · 1997 · 1.3K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

Reduction Techniques for Instance-Based Learning Algorithms

D.R. Wilson, Tony Martinez · Machine Learning · 2000 · 1.2K citations · Full text

The general inefficiency of batch training for gradient descent learning

D.R. Wilson, Tony Martinez · Neural Networks · 2003 · 415 citations

Batch Training, Engineering, Machine Learning +6

An instance level analysis of data complexity

Michael R. Smith, Tony Martinez, Christophe Giraud-Carrier · Machine Learning · 2013 · 414 citations · Full text

Engineering, Abstract Complexity, Data Science +10

Distribution-balanced stratified cross-validation for accuracy estimation

Xinchuan Zeng, Tony Martinez · Journal of Experimental & Theoretical Artificial Intelligence · 2000 · 233 citations

Engineering, Machine Learning, Accuracy And Precision +21

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