Giovanna Castellano

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