Sfoglia per Autore
Artificial intelligence techniques for unbalanced datasets in real world classification tasks
2011-01-01 Vannucci, Marco; Colla, Valentina; Cateni, Silvia; Sgarbi, Mirko
Novel classification methods for sensitive problems and uneven datasets based on neural networks and fuzzy logic
2011-01-01 Vannucci, Marco; Colla, Valentina
Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems
2011-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
Estimate of a Probability Density Function Through Neural Networks
2011-01-01 L. M., Reyneri; Colla, Valentina; Vannucci, Marco
Use of clustering and interpolation techniques for the time-efficient simulation of complex models within optimization tasks
2011-01-01 Vannucci, Marco; Porzio, Giacomo Filippo; Colla, Valentina; Fornai, Barbara
A genetic algorithm-based approach for selecting input variables and setting relevant network parameters of a SOM-based classifier
2011-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
Detection of transients in steel casting through standard and AI-based techniques
2011-01-01 Colla, Valentina; Vannucci, Marco; N., Matarese; G., Stephens; M., Pianezzola; I., Alonso; T., Lamp; J., Palacios; S., Schiewe
Dynamic resampling method for classification of sensitive problems and uneven datasets
2012-01-01 Vannucci, Marco; Colla, Valentina; M., Vannocci; L. M., Reyneri
Fuzzy Inference Systems applied to image classification in the industrial field
2012-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco; A., Borselli
Development of a decision support tool for optimized management of an integrated steelmaking plant focused on Energy consumption and CO2 emissions reduction
2012-01-01 Colla, Valentina; Fornai, Barbara; Porzio, Giacomo Filippo; Amato, Alessandro; Matarese, Nicola; Vannucci, Marco; L., Chiappelli
A model for simulation of an integrated steelmaking plant focused on energy consumptions and CO2 emissions
2012-01-01 Porzio, Giacomo Filippo; Colla, Valentina; Fornai, Barbara; Amato, Alessandro; Cateni, Silvia; Vannucci, Marco
Previsione del comportamento meccanico di laminati piani attraverso lo studio della deformazione plastica durante la laminazione a caldo
2012-01-01 Dimatteo, Antonella; Colla, Valentina; Bioli, Gianluca; Vannucci, Marco; R., Valentini; M., De Sanctis; G., Lovicu; R., Ishak
An ensemble classification method based on input clustering and classifiers expected reliability
2012-01-01 Vannucci, Marco; Colla, Valentina; Vannocci, Marco; Nastasi, Gianluca
Efficient approximation of time consuming models for their use in optimization frameworks
2012-01-01 Vannucci, Marco; Porzio, Giacomo Filippo; Fornai, Barbara; Colla, Valentina; M., Vannocci
A neural networks-based model relating properties of the as cast-semi and rolling parameters with rolled product properties for plate rolled pipeline steels
2012-01-01 Colla, Valentina; Vannucci, Marco; Dimatteo, Antonella
Optimization of complex time consuming models of steel plants by means of AI techniques
2012-01-01 Vannucci, Marco; Colla, Valentina; Porzio, Giacomo Filippo
A procedure for the detection of anomalous input-output patterns
2013-01-01 Matarese, Nicola; Colla, Valentina; Vannucci, Marco; L. M., Reyneri
Variable Selection and Feature Extraction through Artificial Intelligence Techniques
2013-01-01 Cateni, Silvia; Vannucci, Marco; Vannocci, Marco; Colla, Valentina
Reducing the energy consumption and CO2 emissions of energy intensive industries through decision support systems - An example of application to the steel industry
2013-01-01 Porzio, Giacomo Filippo; Fornai, Barbara; Amato, Alessandro; Matarese, Nicola; Vannucci, Marco; L., Chiappelli; Colla, Valentina
A Software Tool for Comparing the Economic Value of Different Scrap Mixes in Steel Production
2013-01-01 Fornai, Barbara; Vannucci, Marco; Colla, Valentina; Amato, Alessandro; Porzio, Giacomo Filippo; A., Bjork; K., Westling
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