Tony R. Martinez

Tony R. Martinez publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Tony R. Martinez sits on this spectrum.

Tony R. Martinez D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Tony R. Martinez sits on this spectrum.

Best Publications

• Improved heterogeneous distance functions

  Unknown

  1911
  Citations

• Reduction Techniques for Instance-BasedLearning Algorithms

  Unknown

  1673
  Citations

• The general inefficiency of batch training for gradient descent learning

  Unknown

  679
  Citations

• An instance level analysis of data complexity

  Michael R. Smith;Tony Martinez;Christophe Giraud-Carrier

  459
  Citations

• Instance Pruning Techniques

  Unknown

  311
  Citations

• Distribution-balanced stratified cross-validation for accuracy estimation

  Unknown

  253
  Citations

• Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous

  Mike Gashler;Christophe Giraud-Carrier;Tony Martinez

  193
  Citations

• The need for small learning rates on large problems

  Unknown

  183
  Citations

• Improving classification accuracy by identifying and removing instances that should be misclassified

  Unknown

  149
  Citations

• Turning Bayesian model averaging into Bayesian model combination

  Unknown

  117
  Citations

• Deep Splitting and Merging for Table Structure Decomposition

  Chris Tensmeyer;Vlad I. Morariu;Brian Price;Scott Cohen

  107
  Citations

• AN INTEGRATED INSTANCE-BASED LEARNING ALGORITHM

  Unknown

  95
  Citations

• Improved Heterogeneous Distance Functions

  Unknown

  85
  Citations

• An Artificial Neuron with Quantum Mechanical Properties

  Unknown

  82
  Citations

• Improved backpropagation learning in neural networks with windowed momentum.

  Unknown

  81
  Citations

• An Empirical Comparison of Discretization Methods

  Unknown

  80
  Citations

• Quantum associative memory with exponential capacity

  Unknown

  79
  Citations

• Cross validation and MLP architecture selection

  Unknown

  76
  Citations

• A Bradley–Terry artificial neural network model for individual ratings in group competitions

  Unknown

  68
  Citations

• Historical Document Image Binarization: A Review

  Unknown

  63
  Citations