Mauro Castelli

Mauro Castelli 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 Mauro Castelli sits on this spectrum.

Mauro Castelli 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 Mauro Castelli sits on this spectrum.

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