Federico Pittino

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Anomaly Detection

Monocular Vision

Top Venues

Eng. Appl. Artif. Intell.

J. Locat. Based Serv.

Publications

Federico Lombardo, Federico Pittino, Daniele Goldoni, Luca Selmi
Machine learning and data augmentation methods for multispectral capacitance images of nanoparticles with nanoelectrodes array biosensors. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Federico Pittino, Vesna Dimitrievska, Rudolf Heer
Hierarchical concept Bottleneck models for vision and their application to explainable fine classification and tracking. Eng. Appl. Artif. Intell. 118 (2023)
Andrea Brunello, Andrea Urgolo, Federico Pittino, András Montvay, Angelo Montanari
Virtual Sensing and Sensors Selection for Efficient Temperature Monitoring in Indoor Environments. Sensors 21 (8) (2021)
Vesna Dimitrievska, Federico Pittino, Wolfgang Mühleisen, Nicole Diewald, Markus Hilweg, András Montvay, Christina Hirschl
Statistical Methods for Degradation Estimation and Anomaly Detection in Photovoltaic Plants. Sensors 21 (11) (2021)
Andrea Brunello, Martin Kraft, Angelo Montanari, Federico Pittino, Andrea Urgolo
Virtual Sensing of Temperatures in Indoor Environments: A Case Study. ICDM (Workshops) (2020)
Federico Pittino, Michael Puggl, Thomas Moldaschl, Christina Hirschl
Automatic Anomaly Detection on In-Production Manufacturing Machines Using Statistical Learning Methods. Sensors 20 (8) (2020)
Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
Robust Identification of Thermal Models for In-Production High-Performance-Computing Clusters With Machine Learning-Based Data Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Chris Marshall, Andrea Dalla Torre, Marco Driusso, Alessandro Pin, Federico Pittino, Roberto Rinaldo
Positioning Indoors with LTE Communications Signals of Different Bandwidth. IPIN (2019)
Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC (2019)
Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino
An original approach to positioning with cellular fingerprints based on decision tree ensembles. J. Locat. Based Serv. 13 (1) (2019)
Andrea Dalla Torre, Paolo Gallo, Donatella Gubiani, Chris Marshall, Angelo Montanari, Federico Pittino, Andrea Viel
A map-matching algorithm dealing with sparse cellular fingerprint observations. Geo spatial Inf. Sci. 22 (2) (2019)
Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino
An Original Approach to Positioning with Cellular Fingerprints Based on Decision Tree Ensembles. LBS (2018)
Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini
A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS (2018)
Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection. CoRR (2018)
Andrea Viel, Donatella Gubiani, Paolo Gallo, Angelo Montanari, Andrea Dalla Torre, Federico Pittino, Chris Marshall
Map matching with sparse cellular fingerprint observations. UPINLBS (2018)
Andrea Viel, Paolo Gallo, Angelo Montanari, Donatella Gubiani, Andrea Dalla Torre, Federico Pittino, Chris Marshall
Dealing with network changes in cellular fingerprint positioning systems. ICL-GNSS (2017)
Federico Pittino, Federico Passerini, Luca Selmi, Frans Widdershoven
Numerical simulation of the position and orientation effects on the impedance response of nanoelectrode array biosensors to DNA and PNA strands. Microelectron. J. 45 (12) (2014)
Federico Pittino, Federico Passerini, Pierpaolo Palestri, Luca Selmi, Frans Widdershoven
On the response of nanoelectrode capacitive biosensors to DNA and PNA strands. IWASI (2013)