Christian Gianoglio

41 papers B 2C 1Journal 16Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Multi-time-window Machine Learning Approach for Rainfall Detection. ApplePies Mostafa Ftouni, Christian Gianoglio, Margherita Spalla, Matteo Colli, Andrea Randazzo
2025	—	`conf`	Automatic Aging Prediction of High Voltage Apparatus Based on Differential Measurements. ApplePies Edoardo Ragusa, Christian Gianoglio, Laura Della Giovanna
2025	—	`conf`	Evolutionary NAS Approach to Object Classification for Wearable Device. ApplePies Daniella Shebly, Chiara Micheli, Maurizio Valle, Christian Gianoglio
2025	—	`conf`	Machine Learning Based Contact Force Estimation Using a PVDF Tactile Sensing System. NewCAS Mohamad Yaacoub, Razan Khalifeh, Christian Gianoglio, Ali Ibrahim, Lucia Seminara
2025	C	`conf`	Real-Time Object Recognition Based on Parallel Ultra-Low-Power Microcontroller: A case study on Multisensory Glove. ISCAS Riccardo Testa, Mohamad Yaacoub, Christian Gianoglio, Maurizio Valle
2024	—	`conf`	Data Glove System: Real-Time Resistance Classification with Embedded Machine Learning. ApplePies Mohamad Yaacoub, Matthias Vanlaeres, Daniella Shebly, Maurizio Valle, Christian Gianoglio
2024	J	`jnl`	On Edge Human Action Recognition Using Radar-Based Sensing and Deep Learning. IEEE Trans. Ind. Informatics Christian Gianoglio, Ammar Mohanna, Ali Rizik, Laurence Moroney, Maurizio Valle
2024	J	`jnl`	On the Edge Recurrent Neural Network Approach for Ground Moving FMCW Radar Target Classification. IEEE Trans. Consumer Electron. Christian Gianoglio, Ali Rizik, Emanuele Tavanti, Daniele D. Caviglia, Andrea Randazzo
2024	J	`jnl`	Rainfall Classification in Genoa: Machine Learning Versus Adaptive Statistical Models Using Satellite Microwave Links. IEEE Access Christian Gianoglio, Sara Zani, Matteo Colli, Daniele D. Caviglia
2023	—	`conf`	A pilot study: electronic skin sensitive to the grasping speed. PRIME Chiara Micheli, Yahya Abbass, Christian Gianoglio, Lucia Seminara
2023	—	`ed.`	Advances in System-Integrated Intelligence - Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy SYSINT Maurizio Valle, Dirk Lehmhus, Christian Gianoglio, Edoardo Ragusa, Lucia Seminara, Stefan Bosse, Ali Ibrahim, Klaus-Dieter Thoben
2023	J	`jnl`	An Online Training Procedure for Rain Detection Models Applied to Satellite Microwave Links. IEEE Geosci. Remote. Sens. Lett. Christian Gianoglio, Matteo Colli, Sara Zani, Daniele D. Caviglia
2023	J	`jnl`	An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices. Neural Comput. Appl. Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2023	J	`jnl`	Embedded real-time objects' hardness classification for robotic grippers. Future Gener. Comput. Syst. Youssef Amin, Christian Gianoglio, Maurizio Valle
2023	—	`conf`	Opportunistic Rainfall Sensing: State of the Art and Perspectives in Italy. ICASSP Workshops Filippo Giannetti, Vincenzo Lottici, Fabiola Sapienza, F. Porcú, Giacomo Roversi, P. P. Alberoni, Erika Covi, Roberto Nebuloni, Greta Cazzaniga, Carlo De Michele, Cristina Deidda, Matteo Colli, Sara Zani, Christian Gianoglio, Daniele D. Caviglia, Elisa Adirosi
2023	—	`conf`	Pilot Study: Response of a Piezoelectric Polymer based Sensing system to Indentation. SENSORS Mohamad Yaacoub, Yahya Abbass, Christian Gianoglio, Lucia Seminara, Maurizio Valle
2023	J	`jnl`	Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links. Sensors Christian Gianoglio, Ayham Alyosef, Matteo Colli, Sara Zani, Daniele D. Caviglia
2022	J	`jnl`	A Convolutional Neural Network-Based Method for Discriminating Shadowed Targets in Frequency-Modulated Continuous-Wave Radar Systems. Sensors Ammar Mohanna, Christian Gianoglio, Ali Rizik, Maurizio Valle
2022	—	`conf`	A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication. ICECS 2022 Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Maurizio Valle, Paolo Gastaldo
2022	J	`jnl`	Design and Deployment of an Image Polarity Detector with Visual Attention. Cogn. Comput. Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2022	—	`conf`	Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification. SYSINT Haydar Al Haj Ali, Christian Gianoglio, Ali Ibrahim, Maurizio Valle
2022	—	`conf`	Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification. SYSINT Youssef Amin, Christian Gianoglio, Maurizio Valle
2021	—	`conf`	1-D Convolutional Neural Networks for Touch Modalities Classification. ICECS Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Maurizio Valle
2021	—	`conf`	A Novel Tactile Sensing System for Robotic Tactile Perception of Object Properties. AISEM Youssef Amin, Christian Gianoglio, Maurizio Valle
2021	—	`conf`	A pose-based hand image classification method retrainable on embedded target devices. ICECS Alessio Canepa, Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
2021	—	`conf`	Computationally Light Algorithms for Tactile Sensing Signals Elaboration and Classification. ICECS Youssef Amin, Christian Gianoglio, Maurizio Valle
2021	—	`conf`	Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication. AICAS Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
2021	J	`jnl`	Hardware-Aware Affordance Detection for Application in Portable Embedded Systems. IEEE Access Edoardo Ragusa, Christian Gianoglio, Strahinja Dosen, Paolo Gastaldo
2021	J	`jnl`	Random-based networks with dropout for embedded systems. Neural Comput. Appl. Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020	J	`jnl`	A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices. Neural Process. Lett. Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020	B	`conf`	An hardware-aware image polarity detector enhanced with visual attention. IJCNN Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020	J	`jnl`	Image Polarity Detection on Resource-Constrained Devices. IEEE Intell. Syst. Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020	—	`conf`	Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization. AICAS Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020	—	`conf`	Video Grasping Classification Enhanced with Automatic Annotations. ApplePies Edoardo Ragusa, Christian Gianoglio, Filippo Dalmonte, Paolo Gastaldo
2019	—	`conf`	A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function. ICECS Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2019	—	`conf`	Data-Driven Video Grasping Classification for Low-Power Embedded System. ICECS Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2019	—	`conf`	Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus. ApplePies Christian Gianoglio, Andrea Bruzzone, Edoardo Ragusa, Paolo Gastaldo
2018	J	`jnl`	A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices. IEEE Trans. Circuits Syst. II Express Briefs Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
2017	J	`jnl`	Learning with similarity functions: A novel design for the extreme learning machine. Neurocomputing Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino
2016	B	`conf`	Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling. ASONAM Claudia Meda, Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Augusto Ottaviano, Eugenio Scillia, Roberto Surlinelli
2015	J	`jnl`	Low-complexity digital architecture for solving the point location problem in explicit Model Predictive Control. J. Frankl. Inst. Alberto Oliveri, Christian Gianoglio, Edoardo Ragusa, Marco Storace