Nicolás García-Pedrajas

Nicolás García-Pedrajas publications per year

Nicolás García-Pedrajas 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 Nicolás García-Pedrajas sits on this spectrum.

Nicolás García-Pedrajas 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 Nicolás García-Pedrajas sits on this spectrum.

Best Publications

• Cooperative coevolution of artificial neural network ensembles for pattern classification

  N. Garcia-Pedrajas;C. Hervas-Martinez;D. Ortiz-Boyer

  328
  Citations

• COVNET: a cooperative coevolutionary model for evolving artificial neural networks

  N. Garcia-Pedrajas;C. Hervas-Martinez;J. Munoz-Perez

  255
  Citations

• CIXL2: a crossover operator for evolutionary algorithms based on population features

  Domingo Ortiz-Boyer;César HerváMartínez;Nicolás García-Pedrajas

  215
  Citations

• Improving multiclass pattern recognition by the combination of two strategies

  N. Garcia-Pedrajas;D. Ortiz-Boyer

  155
  Citations

• Multi-objective cooperative coevolution of artificial neural networks (multi-objective cooperative networks)

  N. García-Pedrajas;C. Hervás-Martínez;J. Muñoz-Pérez

  138
  Citations

• A Proposal for Local $k$ Values for $k$ -Nearest Neighbor Rule

  Nicolas Garcia-Pedrajas;Juan A. Romero del Castillo;Gonzalo Cerruela-Garcia

  136
  Citations

• Constructing Ensembles of Classifiers by Means of Weighted Instance Selection

  N. Garcia-Pedrajas

  133
  Citations

• Evolutionary product unit based neural networks for regression

  Alfonso Martínez-Estudillo;Francisco Martínez-Estudillo;César Hervás-Martínez;Nicolás García-Pedrajas

  131
  Citations

• Hybridization of evolutionary algorithms and local search by means of a clustering method

  A.C. Martinez-Estudillo;C. Hervas-Martinez;F.J. Martinez-Estudillo;N. Garcia-Pedrajas

  130
  Citations

• Boosting k-nearest neighbor classifier by means of input space projection

  Nicolás García-Pedrajas;Domingo Ortiz-Boyer

  124
  Citations

• An empirical study of binary classifier fusion methods for multiclass classification

  Nicolás García-Pedrajas;Domingo Ortiz-Boyer

  114
  Citations

• An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization

  Nicolás García-Pedrajas;Domingo Ortiz-Boyer;César Hervás-Martínez

  110
  Citations

• Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts

  César García-Osorio;Aida de Haro-García;Nicolás García-Pedrajas

  109
  Citations

• Class imbalance methods for translation initiation site recognition in DNA sequences

  Nicolás García-Pedrajas;Javier Pérez-Rodríguez;María García-Pedrajas;Domingo Ortiz-Boyer

  108
  Citations

• Nonlinear Boosting Projections for Ensemble Construction

  Nicolás García-Pedrajas;César García-Osorio;Colin Fyfe

  104
  Citations

• A cooperative coevolutionary algorithm for instance selection for instance-based learning

  Nicolás García-Pedrajas;Juan Antonio Romero Del Castillo;Domingo Ortiz-Boyer

  95
  Citations

• Boosting random subspace method

  Nicolás García-Pedrajas;Domingo Ortiz-Boyer

  86
  Citations

• Random feature weights for decision tree ensemble construction

  Jesús Maudes;Juan J. Rodríguez;César García-Osorio;Nicolás García-Pedrajas

  72
  Citations

• A cooperative constructive method for neural networks for pattern recognition

  Nicolás García-Pedrajas;Domingo Ortiz-Boyer

  68
  Citations

• A scalable approach to simultaneous evolutionary instance and feature selection

  NicoláS GarcíA-Pedrajas;Aida De Haro-GarcíA;Javier PéRez-RodríGuez

  67
  Citations