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2020 – today
- 2024
[j9]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): 107246 (2024)- 2023
- [j8]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: 105674 (2023) - 2021
- [j7]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): 2728 (2021) - [j6]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): 3733 (2021) - 2020
- [j5]Federico Pittino, Michael Puggl, Thomas Moldaschl, Christina Hirschl:
Automatic Anomaly Detection on In-Production Manufacturing Machines Using Statistical Learning Methods. Sensors 20(8): 2344 (2020) - [j4]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): 2042-2054 (2020) - [c8]Andrea Brunello, Martin Kraft, Angelo Montanari, Federico Pittino, Andrea Urgolo:
Virtual Sensing of Temperatures in Indoor Environments: A Case Study. ICDM (Workshops) 2020: 805-810
2010 – 2019
- 2019
- [j3]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): 89-106 (2019) - [j2]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): 25-52 (2019) - [c7]Chris Marshall, Andrea Dalla Torre, Marco Driusso, Alessandro Pin, Federico Pittino, Roberto Rinaldo:
Positioning Indoors with LTE Communications Signals of Different Bandwidth. IPIN 2019: 1-8 - [c6]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: 10:1-10:9 - 2018
- [c5]Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini:
A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS 2018: 300-307 - [c4]Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino:
An Original Approach to Positioning with Cellular Fingerprints Based on Decision Tree Ensembles. LBS 2018: 49-70 - [c3]Andrea Viel, Donatella Gubiani, Paolo Gallo, Angelo Montanari, Andrea Dalla Torre, Federico Pittino, Chris Marshall:
Map matching with sparse cellular fingerprint observations. UPINLBS 2018: 1-10 - [i1]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 abs/1810.01865 (2018) - 2017
- [c2]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: 1-6 - 2015
- [b1]Federico Pittino:
Prospects of nanoelectronic biosensing with high-frequency impedance spectroscopy. University of Udine, Italy, 2015 - 2014
- [j1]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): 1695-1700 (2014) - 2013
- [c1]Federico Pittino, Federico Passerini, Pierpaolo Palestri, Luca Selmi, Frans Widdershoven:
On the response of nanoelectrode capacitive biosensors to DNA and PNA strands. IWASI 2013: 40-44
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