Mauro Castelli

Best Publications

• The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset

  Ibrahem Kandel;Mauro Castelli

  507
  Citations

• The impact of big data analytics on firms' high value business performance

  Aleš Popoviăź;Ray Hackney;Rana Tassabehji;Mauro Castelli

  386
  Citations

• Structural similarity index (SSIM) revisited: A data-driven approach

  Illya Bakurov;Marco Buzzelli;Raimondo Schettini;Mauro Castelli

  302
  Citations

• Genetic programming needs better benchmarks

  James McDermott;David R. White;Sean Luke;Luca Manzoni

  302
  Citations

• A Machine Learning Approach to Predict Air Quality in California

  Mauro Castelli;Fabiana Martins Clemente;Aleš Popovič;Aleš Popovič;Sara Silva

  269
  Citations

• Better GP benchmarks: community survey results and proposals

  David R. White;James Mcdermott;Mauro Castelli;Luca Manzoni

  268
  Citations

• A survey of semantic methods in genetic programming

  Leonardo Vanneschi;Mauro Castelli;Sara Silva

  221
  Citations

• Prediction of high performance concrete strength using Genetic Programming with geometric semantic genetic operators

  Mauro Castelli;Mauro Castelli;Leonardo Vanneschi;Leonardo Vanneschi;Sara Silva

  164
  Citations

• Measuring bloat, overfitting and functional complexity in genetic programming

  Leonardo Vanneschi;Mauro Castelli;Sara Silva

  156
  Citations

• Prediction of energy performance of residential buildings: a genetic programming approach

  Mauro Castelli;Leonardo Trujillo;Leonardo Vanneschi;Aleš Popovič;Aleš Popovič

  153
  Citations

• Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review

  Ibrahem Kandel;Mauro Castelli

  147
  Citations

• A C++ framework for geometric semantic genetic programming

  Mauro Castelli;Sara Silva;Leonardo Vanneschi

  144
  Citations

• A new implementation of geometric semantic GP and its application to problems in pharmacokinetics

  Leonardo Vanneschi;Mauro Castelli;Luca Manzoni;Sara Silva

  133
  Citations

• Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey

  Unknown

  131
  Citations

• Combinatorial Optimization Problems and Metaheuristics: Review, Challenges, Design, and Development

  Fernando Peres;Mauro Castelli

  123
  Citations

• Predicting burned areas of forest fires: an artificial intelligence approach.

  Mauro Castelli;Leonardo Vanneschi;Aleš Popovič;Aleš Popovič

  119
  Citations

• Geometric Semantic Genetic Programming for Real Life Applications

  Leonardo Vanneschi;Leonardo Vanneschi;Leonardo Vanneschi;Sara Silva;Sara Silva;Mauro Castelli;Mauro Castelli;Luca Manzoni

  116
  Citations

• Using artificial intelligence methods to assess academic achievement in public high schools of a European Union country.

  Frederico Cruz-Jesus;Mauro Castelli;Tiago Oliveira;Ricardo Mendes

  102
  Citations

• Multilayer Perceptrons

  Unknown

  100
  Citations

• Salp Swarm Optimization: A critical review

  Mauro Castelli;Luca Manzoni;Luca Mariot;Marco S. Nobile

  99
  Citations