Federico Pittino

Orcid: 0000-0003-3248-5391

According to our database¹, Federico Pittino authored at least 18 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

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Bibliography

2024

Machine learning and data augmentation methods for multispectral capacitance images of nanoparticles with nanoelectrodes array biosensors.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., January, 2024

2023

Hierarchical concept Bottleneck models for vision and their application to explainable fine classification and tracking.

[BibT_eX]

[DOI]

Federico Pittino

Vesna Dimitrievska

Rudolf Heer

Eng. Appl. Artif. Intell., 2023

2021

Statistical Methods for Degradation Estimation and Anomaly Detection in Photovoltaic Plants.

[BibT_eX]

[DOI]

Sensors, 2021

Virtual Sensing and Sensors Selection for Efficient Temperature Monitoring in Indoor Environments.

[BibT_eX]

[DOI]

Sensors, 2021

2020

Robust Identification of Thermal Models for In-Production High-Performance-Computing Clusters With Machine Learning-Based Data Selection.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Automatic Anomaly Detection on In-Production Manufacturing Machines Using Statistical Learning Methods.

[BibT_eX]

[DOI]

Sensors, 2020

Virtual Sensing of Temperatures in Indoor Environments: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

An original approach to positioning with cellular fingerprints based on decision tree ensembles.

[BibT_eX]

[DOI]

J. Locat. Based Serv., 2019

A map-matching algorithm dealing with sparse cellular fingerprint observations.

[BibT_eX]

[DOI]

Geo spatial Inf. Sci., 2019

Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Platform for Advanced Scientific Computing Conference, 2019

Positioning Indoors with LTE Communications Signals of Different Bandwidth.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019

2018

Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection.

[BibT_eX]

[DOI]

CoRR, 2018

Map matching with sparse cellular fingerprint observations.

[BibT_eX]

[DOI]

Proceedings of the 2018 Ubiquitous Positioning, 2018

A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017

Dealing with network changes in cellular fingerprint positioning systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Localization and GNSS, 2017

2015

Prospects of nanoelectronic biosensing with high-frequency impedance spectroscopy.

[BibT_eX]

[DOI]

Federico Pittino

PhD thesis, 2015

2014

Numerical simulation of the position and orientation effects on the impedance response of nanoelectrode array biosensors to DNA and PNA strands.

[BibT_eX]

[DOI]

Microelectron. J., 2014

2013

On the response of nanoelectrode capacitive biosensors to DNA and PNA strands.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Advances in Sensors and Interfaces, 2013

Federico Pittino

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