Giovanna Castellano

Giovanna Castellano 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 Giovanna Castellano sits on this spectrum.

Giovanna Castellano 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 Giovanna Castellano sits on this spectrum.

Best Publications

• An iterative pruning algorithm for feedforward neural networks

  G. Castellano;A.M. Fanelli;M. Pelillo

  427
  Citations

• Variable selection using neural-network models

  Unknown

  172
  Citations

• Meta-data: characterization of input features for meta-learning

  Unknown

  125
  Citations

• Using Convolutional Neural Networks for Predictive Process Analytics

  Vincenzo Pasquadibisceglie;Annalisa Appice;Giovanna Castellano;Donato Malerba

  106
  Citations

• Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview

  Giovanna Castellano;Gennaro Vessio

  92
  Citations

• Knowledge discovery by a neuro-fuzzy modeling framework

  Unknown

  87
  Citations

• Similarity-Based Fuzzy Clustering for User Profiling

  Unknown

  70
  Citations

• Distinguishability quantification of fuzzy sets

  Corrado Mencar;Giovanna Castellano;Anna Maria Fanelli

  63
  Citations

• A multi-view deep learning approach for predictive business process monitoring

  Vincenzo Pasquadibisceglie;Annalisa Appice;Giovanna Castellano;Donato Malerba

  62
  Citations

• A neuro-fuzzy network to generate human-understandable knowledge from data

  Unknown

  61
  Citations

• LODAP: a log data preprocessor for mining web browsing patterns

  Unknown

  59
  Citations

• A mHealth solution for contact-less self-monitoring of blood oxygen saturation

  Unknown

  57
  Citations

• An empirical risk functional to improve learning in a neuro-fuzzy classifier

  Unknown

  53
  Citations

• Using Adaptive Thresholding and Skewness Correction to Detect Gray Areas in Melanoma In Situ Images

  G. Sforza;G. Castellano;S. A. Arika;R. W. LeAnder

  51
  Citations

• PeppeRecycle: Improving Children’s Attitude Toward Recycling by Playing with a Social Robot

  Giovanna Castellano;Berardina De Carolis;Francesca D’Errico;Nicola Macchiarulo

  51
  Citations

• Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks

  Unknown

  47
  Citations

• PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries

  Unknown

  43
  Citations

• NEWER: A system for NEuro-fuzzy WEb Recommendation

  G. Castellano;A. M. Fanelli;M. A. Torsello

  41
  Citations

• Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering

  Unknown

  41
  Citations

• Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules

  Gabriella Casalino;Giovanna Castellano;Vincenzo Pasquadibisceglie;Gianluca Zaza

  33
  Citations