Concepedia

Giovanna Castellano

GC

73

Publications

2.5K

Citations

30

H-Index

1997

Active since

Affiliations

University of Bari Aldo Moro(Current)

Consorzio Interuniversitario Nazionale per l'Informatica

Giovanna Castellano is an author at University of Bari Aldo Moro specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData ScienceFuzzy LogicData MiningMachine LearningKnowledge DiscoveryPattern RecognitionImage AnalysisArtificial Intelligence

Publications per year

1997–2024

73

Publications

73

An iterative pruning algorithm for feedforward neural networks

Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo · IEEE Transactions on Neural Networks · 1997 · 300 citations

Engineering, Machine Learning, Pattern Recognition +10

Variable selection using neural-network models

Giovanna Castellano, Anna Maria Fanelli · Neurocomputing · 2000 · 136 citations

Engineering, Machine Learning, Predictive Analytics +5

Using Convolutional Neural Networks for Predictive Process Analytics

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano et al. · 2019 · 105 citations

Convolutional Neural Network, Engineering, Machine Learning +18

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

Giovanna Castellano, Gennaro Vessio · Neural Computing and Applications · 2021 · 95 citations · Full text

Deep Learning Approaches, Image Classification, Convolutional Neural Network +13

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

Gabriella Casalino, Giovanna Castellano, Gianluca Zaza · 2020 · 64 citations · Full text

Engineering, Wearable Sensor, Remote Patient Monitoring +17

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