Federico Pittino

19 papers C 1Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Machine learning and data augmentation methods for multispectral capacitance images of nanoparticles with nanoelectrodes array biosensors. Eng. Appl. Artif. Intell. Federico Lombardo, Federico Pittino, Daniele Goldoni, Luca Selmi
2023	J	`jnl`	Hierarchical concept Bottleneck models for vision and their application to explainable fine classification and tracking. Eng. Appl. Artif. Intell. Federico Pittino, Vesna Dimitrievska, Rudolf Heer
2021	J	`jnl`	Statistical Methods for Degradation Estimation and Anomaly Detection in Photovoltaic Plants. Sensors Vesna Dimitrievska, Federico Pittino, Wolfgang Mühleisen, Nicole Diewald, Markus Hilweg, András Montvay, Christina Hirschl
2021	J	`jnl`	Virtual Sensing and Sensors Selection for Efficient Temperature Monitoring in Indoor Environments. Sensors Andrea Brunello, Andrea Urgolo, Federico Pittino, András Montvay, Angelo Montanari
2020	J	`jnl`	Automatic Anomaly Detection on In-Production Manufacturing Machines Using Statistical Learning Methods. Sensors Federico Pittino, Michael Puggl, Thomas Moldaschl, Christina Hirschl
2020	J	`jnl`	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. Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
2020	—	`conf`	Virtual Sensing of Temperatures in Indoor Environments: A Case Study. ICDM (Workshops) Andrea Brunello, Martin Kraft, Angelo Montanari, Federico Pittino, Andrea Urgolo
2019	J	`jnl`	A map-matching algorithm dealing with sparse cellular fingerprint observations. Geo spatial Inf. Sci. Andrea Dalla Torre, Paolo Gallo, Donatella Gubiani, Chris Marshall, Angelo Montanari, Federico Pittino, Andrea Viel
2019	J	`jnl`	An original approach to positioning with cellular fingerprints based on decision tree ensembles. J. Locat. Based Serv. Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino
2019	C	`conf`	Positioning Indoors with LTE Communications Signals of Different Bandwidth. IPIN Chris Marshall, Andrea Dalla Torre, Marco Driusso, Alessandro Pin, Federico Pittino, Roberto Rinaldo
2019	—	`conf`	Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni
2018	—	`conf`	A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini
2018	—	`conf`	An Original Approach to Positioning with Cellular Fingerprints Based on Decision Tree Ensembles. LBS Andrea Viel, Andrea Brunello, Angelo Montanari, Federico Pittino
2018	—	`conf`	Map matching with sparse cellular fingerprint observations. UPINLBS Andrea Viel, Donatella Gubiani, Paolo Gallo, Angelo Montanari, Andrea Dalla Torre, Federico Pittino, Chris Marshall
2018	J	`jnl`	Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection. CoRR Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
2017	—	`conf`	Dealing with network changes in cellular fingerprint positioning systems. ICL-GNSS Andrea Viel, Paolo Gallo, Angelo Montanari, Donatella Gubiani, Andrea Dalla Torre, Federico Pittino, Chris Marshall
2015	—	`—`	Prospects of nanoelectronic biosensing with high-frequency impedance spectroscopy. Federico Pittino
2014	J	`jnl`	Numerical simulation of the position and orientation effects on the impedance response of nanoelectrode array biosensors to DNA and PNA strands. Microelectron. J. Federico Pittino, Federico Passerini, Luca Selmi, Frans Widdershoven
2013	—	`conf`	On the response of nanoelectrode capacitive biosensors to DNA and PNA strands. IWASI Federico Pittino, Federico Passerini, Pierpaolo Palestri, Luca Selmi, Frans Widdershoven