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ORCIDChristian Gianoglio
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- affiliation: University of Genoa, Italy
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Journal Articles
- 2024
[j16]Christian Gianoglio
, Sara Zani, Matteo Colli, Daniele D. Caviglia:
Rainfall Classification in Genoa: Machine Learning Versus Adaptive Statistical Models Using Satellite Microwave Links. IEEE Access 12: 132744-132753 (2024)- [j15]Christian Gianoglio, Ali Rizik, Emanuele Tavanti, Daniele D. Caviglia, Andrea Randazzo:
On the Edge Recurrent Neural Network Approach for Ground Moving FMCW Radar Target Classification. IEEE Trans. Consumer Electron. 70(1): 522-534 (2024) - [j14]Christian Gianoglio, Ammar Mohanna, Ali Rizik, Laurence Moroney, Maurizio Valle:
On Edge Human Action Recognition Using Radar-Based Sensing and Deep Learning. IEEE Trans. Ind. Informatics 20(3): 4160-4172 (2024) - 2023
- [j13]Youssef Amin, Christian Gianoglio, Maurizio Valle:
Embedded real-time objects' hardness classification for robotic grippers. Future Gener. Comput. Syst. 148: 211-224 (2023) - [j12]Christian Gianoglio, Matteo Colli, Sara Zani, Daniele D. Caviglia:
An Online Training Procedure for Rain Detection Models Applied to Satellite Microwave Links. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j11]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices. Neural Comput. Appl. 35(9): 6753-6766 (2023) - [j10]Christian Gianoglio, Ayham Alyosef, Matteo Colli, Sara Zani, Daniele D. Caviglia:
Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links. Sensors 23(3): 1202 (2023) - 2022
- [j9]Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
Design and Deployment of an Image Polarity Detector with Visual Attention. Cogn. Comput. 14(1): 261-273 (2022) - [j8]Ammar Mohanna, Christian Gianoglio, Ali Rizik, Maurizio Valle:
A Convolutional Neural Network-Based Method for Discriminating Shadowed Targets in Frequency-Modulated Continuous-Wave Radar Systems. Sensors 22(3): 1048 (2022) - 2021
- [j7]Edoardo Ragusa, Christian Gianoglio, Strahinja Dosen, Paolo Gastaldo:
Hardware-Aware Affordance Detection for Application in Portable Embedded Systems. IEEE Access 9: 123178-123193 (2021) - [j6]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
Random-based networks with dropout for embedded systems. Neural Comput. Appl. 33(12): 6511-6526 (2021) - 2020
- [j5]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
Image Polarity Detection on Resource-Constrained Devices. IEEE Intell. Syst. 35(6): 50-57 (2020) - [j4]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices. Neural Process. Lett. 51(2): 1611-1629 (2020) - 2018
- [j3]Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino:
A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices. IEEE Trans. Circuits Syst. II Express Briefs 65-II(8): 1104-1108 (2018) - 2017
- [j2]Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino:
Learning with similarity functions: A novel design for the extreme learning machine. Neurocomputing 261: 37-49 (2017) - 2015
- [j1]Alberto Oliveri, Christian Gianoglio, Edoardo Ragusa, Marco Storace:
Low-complexity digital architecture for solving the point location problem in explicit Model Predictive Control. J. Frankl. Inst. 352(6): 2249-2258 (2015)
Conference and Workshop Papers
- 2023
- [c18]Filippo Giannetti, Vincenzo Lottici, Fabiola Sapienza, F. Porcú, Giacomo Roversi, P. P. Alberoni, Erika Covi, R. Nebuloni, Greta Cazzaniga, Carlo De Michele, Cristina Deidda, Matteo Colli, Sara Zani, Christian Gianoglio, Daniele D. Caviglia, Elisa Adirosi:
Opportunistic Rainfall Sensing: State of the Art and Perspectives in Italy. ICASSP Workshops 2023: 1-5 - [c17]Mohamad Yaacoub, Yahya Abbass, Christian Gianoglio, Lucia Seminara, Maurizio Valle:
Pilot Study: Response of a Piezoelectric Polymer based Sensing system to Indentation. SENSORS 2023: 1-4 - [c16]Chiara Micheli, Yahya Abbass, Christian Gianoglio, Lucia Seminara:
A pilot study: electronic skin sensitive to the grasping speed. PRIME 2023: 305-308 - 2022
- [c15]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Maurizio Valle, Paolo Gastaldo:
A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication. ICECS 2022 2022: 1-4 - [c14]Haydar Al Haj Ali, Christian Gianoglio, Ali Ibrahim, Maurizio Valle:
Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification. SYSINT 2022: 105-115 - [c13]Youssef Amin, Christian Gianoglio, Maurizio Valle:
Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification. SYSINT 2022: 148-159 - 2021
- [c12]Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo:
Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication. AICAS 2021: 1-4 - [c11]Youssef Amin, Christian Gianoglio, Maurizio Valle:
A Novel Tactile Sensing System for Robotic Tactile Perception of Object Properties. AISEM 2021: 182-187 - [c10]Youssef Amin, Christian Gianoglio, Maurizio Valle:
Computationally Light Algorithms for Tactile Sensing Signals Elaboration and Classification. ICECS 2021: 1-6 - [c9]Alessio Canepa, Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino:
A pose-based hand image classification method retrainable on embedded target devices. ICECS 2021: 1-6 - [c8]Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Maurizio Valle:
1-D Convolutional Neural Networks for Touch Modalities Classification. ICECS 2021: 1-6 - 2020
- [c7]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization. AICAS 2020: 276-280 - [c6]Edoardo Ragusa, Christian Gianoglio, Filippo Dalmonte, Paolo Gastaldo:
Video Grasping Classification Enhanced with Automatic Annotations. ApplePies 2020: 23-29 - [c5]Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
An hardware-aware image polarity detector enhanced with visual attention. IJCNN 2020: 1-7 - 2019
- [c4]Christian Gianoglio, Andrea Bruzzone, Edoardo Ragusa, Paolo Gastaldo:
Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus. ApplePies 2019: 301-307 - [c3]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function. ICECS 2019: 89-92 - [c2]Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
Data-Driven Video Grasping Classification for Low-Power Embedded System. ICECS 2019: 871-874 - 2016
- [c1]Claudia Meda, Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Augusto Ottaviano, Eugenio Scillia, Roberto Surlinelli:
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling. ASONAM 2016: 811-817
Editorship
- 2023
- [e1]Maurizio Valle, Dirk Lehmhus, Christian Gianoglio, Edoardo Ragusa, Lucia Seminara, Stefan Bosse, Ali Ibrahim, Klaus-Dieter Thoben:
Advances in System-Integrated Intelligence - Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy. Lecture Notes in Networks and Systems 546, Springer 2023, ISBN 978-3-031-16280-0 [contents]
Coauthor Index
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last updated on 2024-10-09 21:32 CEST by the dblp team
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