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Scopus Author ID: 56580140000

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University of Genoa: Genoa, Liguria, IT

2018-11-01 to present | post-doc (DITEN)
Employment
Source: Self-asserted source
Christian Gianoglio

Works (33)

FPGA Implementation of a Convolutional Recurrent Neural Network for Real-Time Sensor Data Processing

2025 | Book chapter
DOI: 10.1007/978-3-031-71518-1_30
Contributors: Riccardo Testa; Mohamad Yaacoub; Christian Gianoglio; Maurizio Valle
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Crossref

Wearable Multisensory Glove for Shape, Size, and Stiffness Recognition Based on Off-the-Shelf Components

IEEE Sensors Letters
2025 | Journal article
DOI: 10.1109/LSENS.2025.3548264
Contributors: Mohamad Yaacoub; Ali Ibrahim; Fatima Khansa; Leila Hammadi; Christian Gianoglio
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Crossref

Neuromorphic Tactile Sensing System for Textural Features Classification

IEEE Sensors Journal
2024 | Journal article
DOI: 10.1109/JSEN.2024.3382369
Contributors: Haydar Al Haj Ali; Yahya Abbass; Christian Gianoglio; Ali Ibrahim; Changjae Oh; Maurizio Valle
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Crossref

On Edge Human Action Recognition Using Radar-Based Sensing and Deep Learning

IEEE Transactions on Industrial Informatics
2024 | Journal article
DOI: 10.1109/TII.2023.3316164
Contributors: Christian Gianoglio; Ammar Mohanna; Ali Rizik; Laurence Moroney; Maurizio Valle
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Crossref

Rainfall Classification in Genoa: Machine Learning Versus Adaptive Statistical Models Using Satellite Microwave Links

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3458407
Contributors: Christian Gianoglio; Sara Zani; Matteo Colli; Daniele D. Caviglia
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Crossref

Texture Perception Using Tactile Sensing Glove Based on PVDF Sensors and Machine Learning

IEEE Sensors Letters
2024 | Journal article
DOI: 10.1109/LSENS.2024.3418500
Contributors: Yahya Abbass; Christian Gianoglio; Haydar Al Haj Ali; Moustafa Saleh; Maurizio Valle
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Crossref

Hardness Discrimination Using Piezoelectric-Based Biomimetic Tactile Sensor and Machine Learning

IEEE Sensors Letters
2024-08 | Journal article
DOI: 10.1109/LSENS.2024.3431430
Contributors: Hussein Bassal; Yahya Abbass; Christian Gianoglio; Maurizio Valle
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Crossref

On the Edge Recurrent Neural Network Approach for Ground Moving FMCW Radar Target Classification

IEEE Transactions on Consumer Electronics
2024-02 | Journal article
DOI: 10.1109/TCE.2023.3343460
Contributors: Christian Gianoglio; Ali Rizik; Emanuele Tavanti; Daniele D. Caviglia; Andrea Randazzo
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Crossref

An Online Training Procedure for Rain Detection Models Applied to Satellite Microwave Links

IEEE Geoscience and Remote Sensing Letters
2023 | Journal article
DOI: 10.1109/LGRS.2023.3328718
Contributors: Christian Gianoglio; Matteo Colli; Sara Zani; Daniele D. Caviglia
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Crossref

Embedded real-time objects’ hardness classification for robotic grippers

Future Generation Computer Systems
2023-11 | Journal article
DOI: 10.1016/j.future.2023.06.002
Contributors: Youssef Amin; Christian Gianoglio; Maurizio Valle
Source: check_circle
Crossref

Trade-off Between Accuracy and Computational Cost With Neural Architecture Search: A Novel Strategy for Tactile Sensing Design

IEEE Sensors Letters
2023-05 | Journal article
DOI: 10.1109/LSENS.2023.3273733
Contributors: Christian Gianoglio; Edoardo Ragusa; Paolo Gastaldo; Maurizio Valle
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Crossref

Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links

Sensors
2023-01-20 | Journal article
DOI: 10.3390/s23031202
Contributors: Christian Gianoglio; Ayham Alyosef; Matteo Colli; Sara Zani; Daniele D. Caviglia
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Crossref
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A Convolutional Neural Network-Based Method for Discriminating Shadowed Targets in Frequency-Modulated Continuous-Wave Radar Systems

Sensors
2022-01 | Journal article | Author
DOI: 10.3390/s22031048
Contributors: Ammar Mohanna; Christian Gianoglio; ALI RIZIK; Maurizio valle
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Multidisciplinary Digital Publishing Institute
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A Novel Learning Strategy for the Trade-Off Between Accuracy and Computational Cost: A Touch Modalities Classification Case Study

IEEE Sensors Journal
2022-01-01 | Journal article
DOI: 10.1109/JSEN.2021.3129323
Contributors: Christian Gianoglio; Edoardo Ragusa; Paolo Gastaldo; Maurizio Valle
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Crossref

Hardware-Aware Affordance Detection for Application in Portable Embedded Systems

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3109733
Contributors: Edoardo Ragusa; Christian Gianoglio; Strahinja Dosen; Paolo Gastaldo
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Crossref

Online Predictive Maintenance Monitoring Adopting Convolutional Neural Networks

Energies
2021-08-03 | Journal article
DOI: 10.3390/en14154711
Contributors: Christian Gianoglio; Edoardo Ragusa; Paolo Gastaldo; Federico Gallesi; Francesco Guastavino
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Crossref
grade
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Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus

Energies
2020-03 | Journal article | Author
DOI: 10.3390/en13051109
Contributors: Christian Gianoglio; Edoardo Ragusa; Andrea Bruzzone; Paolo Gastaldo; Rodolfo Zunino; Francesco Guastavino
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices

Neural Processing Letters
2019 | Journal article
DOI: 10.1007/s11063-019-10165-y
EID:

2-s2.0-85076624919
Contributors: Ragusa, E.; Gianoglio, C.; Zunino, R.; Gastaldo, P.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Tensor based algorithm for automatic partial discharges pattern classification

2019 21st European Conference on Power Electronics and Applications, EPE 2019 ECCE Europe
2019 | Conference paper
DOI: 10.23919/EPE.2019.8915039
EID:

2-s2.0-85076701659
Contributors: Gianoglio, C.; Ragusa, E.; Bruzzone, A.; Gastaldo, P.; Torello, E.; Guastavino, F.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

A digital implementation of extreme learning machines for resource-constrained devices

IEEE Transactions on Circuits and Systems II: Express Briefs
2018 | Journal article
DOI: 10.1109/TCSII.2018.2806085
EID:

2-s2.0-85042122677
Contributors: Ragusa, E.; Gianoglio, C.; Gastaldo, P.; Zunino, R.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

A Predictive Maintenance Remote System based on Partial Discharges Measurements on Wind Turbines

2018 IEEE 2nd International Conference on Dielectrics, ICD 2018
2018 | Conference paper
DOI: 10.1109/ICD.2018.8468535
EID:

2-s2.0-85055894392
Contributors: Guastavino, F.; Gianoglio, C.; Torello, E.; Cordano, D.; Bruzzone, A.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Behaviour of Conventional and Nanofilled Impregnation Resins when Subjected to PD Activity

2018 IEEE 2nd International Conference on Dielectrics, ICD 2018
2018 | Conference paper
DOI: 10.1109/ICD.2018.8468410
EID:

2-s2.0-85055877987
Contributors: Guastavino, F.; Gianoglio, C.; Torello, E.; Ferraris, M.; Gianelli, W.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Comparison between PD Acquisition System Measurements Using Different Number of Bits for the Quantization

2018 IEEE 2nd International Conference on Dielectrics, ICD 2018
2018 | Conference paper
DOI: 10.1109/ICD.2018.8468450
EID:

2-s2.0-85055893907
Contributors: Guastavino, F.; Gianoglio, C.; Torello, E.; Cordano, D.; Bruzzone, A.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Comparison of conducted and irradiated PD acquisition systems

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP
2018 | Conference paper
DOI: 10.1109/CEIDP.2017.8257589
EID:

2-s2.0-85045181340
Contributors: Guastavino, F.; Cordano, D.; Gianoglio, C.; Rossi, F.; Torello, E.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Electrical Aging Tests on Conventional and Nanofilled Impregnation Resins

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP
2018 | Conference paper
DOI: 10.1109/CEIDP.2018.8544725
EID:

2-s2.0-85059783216
Contributors: Guastavino, F.; Gianoglio, C.; Torello, E.; Ferraris, M.; Gianelli, W.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Experimental variability of track to ground conductance measurements

Journal of Physics: Conference Series
2018 | Conference paper
DOI: 10.1088/1742-6596/1065/5/052015
EID:

2-s2.0-85057441413
Contributors: Bongiorno, J.; Gianoglio, C.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Hardware Friendly Neural Network for the PD Classification

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP
2018 | Conference paper
DOI: 10.1109/CEIDP.2018.8544825
EID:

2-s2.0-85059743044
Contributors: Gianoglio, C.; Guastavino, F.; Ragusa, E.; Bruzzone, A.; Torello, E.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Influence of DC Component on Partial Discharge Activity

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP
2018 | Conference paper
DOI: 10.1109/CEIDP.2018.8544901
EID:

2-s2.0-85059770556
Contributors: Guastavino, F.; Bruzzone, A.; Gianoglio, C.; Torello, E.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

PDIV and RPDIV on different temperatures on different kind of type I insulating system

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP
2018 | Conference paper
DOI: 10.1109/CEIDP.2017.8257591
EID:

2-s2.0-85045191714
Contributors: Guastavino, F.; Rossi, F.; Gianoglio, C.; Torello, E.; Cordano, D.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Relevance of quantization in PDs activity measurements in presence of environmental noise

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP
2018 | Conference paper
DOI: 10.1109/CEIDP.2017.8257592
EID:

2-s2.0-85045182153
Contributors: Guastavino, F.; Cordano, D.; Rossi, F.; Gianoglio, C.; Torello, E.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Learning with similarity functions: A novel design for the extreme learning machine

Neurocomputing
2017 | Journal article
DOI: 10.1016/j.neucom.2016.05.116
EID:

2-s2.0-85014115331
Contributors: Gastaldo, P.; Bisio, F.; Gianoglio, C.; Ragusa, E.; Zunino, R.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016
2016 | Conference paper
DOI: 10.1109/ASONAM.2016.7752331
EID:

2-s2.0-85006742027
Contributors: Meda, C.; Ragusa, E.; Gianoglio, C.; Zunino, R.; Ottaviano, A.; Scillia, E.; Surlinelli, R.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier

Low-complexity digital architecture for solving the point location problem in explicit Model Predictive Control

Journal of the Franklin Institute
2015 | Journal article
DOI: 10.1016/j.jfranklin.2015.03.018
EID:

2-s2.0-84929294126
Contributors: Oliveri, A.; Gianoglio, C.; Ragusa, E.; Storace, M.
Source: Self-asserted source
Christian Gianoglio via Scopus - Elsevier
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