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Sant'Anna - School of Advanced Studies Pisa

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Associate Professor

TeCIP Institute

Valentina Colla

Publications

Cateni, Silvia; Colla, Valentina; Vignali, Antonella

Cause and effect analysis in a real industrial context: study of a particular application devoted to quality improvement Open new browser tab

(2019)
Brandenburger, Jens; Colla, Valentina; Cateni, Silvia; Vignali, Antonella; Ferro, Floriano; Schirm, Christoph; Melcher, Josef

Applying Big Data Concepts to Improve Flat Steel Production Processes Open new browser tab

(2018)
Vannucci, Marco; Colla, Valentina

Advanced neural networks systems for unbalanced industrial datasets Open new browser tab

(2017)
Dettori, Stefano; Colla, Valentina; Salerno, Giuseppe; Signorini, Annamaria

A Neural Network-Based Approach for Steam Turbine Monitoring Open new browser tab

(2017)
Cateni, Silvia; Colla, Valentina

A hybrid variable selection approach for NN-based classification in industrial context Open new browser tab

(2017)
Nastasi, Gianluca; Mocci, Claudio; Colla, Valentina; Berg, Frenk Van Den; Beugeling, Willem

SOM-based analysis to relate non-uniformities in magnetic measurements to Hot Strip Mill process conditions Open new browser tab

(2017)
Vannocci, Marco; Colla, Valentina; Pulito, Piero; Zagaria, Michele; Dimastromatteo, Vincenzo; Saccone, Marco

Fuzzy Control of a Sintering Plant Using the Charging Gates Open new browser tab

(2016)
Vannucci, Marco; Colla, Valentina; Cateni, Silvia

An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks Open new browser tab

(2015)
Vannucci, Marco; Colla, Valentina

Artificial Intelligence Based Techniques For Rare Patterns Detection in the Industrial Field Open new browser tab

(2015)
Colla, Valentina; E., Dini

Large Scale 3D Printing: from Deep Sea to the Moon Open new browser tab

(2013)