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Francesco Piccialli
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Publications
- 2024
- [j114]Francesco Piccialli, Salvatore Cuomo, Vincenzo Schiano Di Cola, Giampaolo Casolla:
A machine learning approach for IoT cultural data. J. Ambient Intell. Humaniz. Comput. 15(2): 1715-1726 (2024) - [c47]Daniela Annunziata, Marzia Canzaniello, Martina Savoia, Salvatore Cuomo, Francesco Piccialli:
Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact. PDP 2024: 207-214 - 2023
- [j111]Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, Mengchu Zhou, Giancarlo Fortino, Francesco Piccialli:
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting. Inf. Fusion 100: 101918 (2023) - [c42]Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli:
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2023: 738-746 - [c37]Bruno G. Galuzzi, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Marco Vanoni, Lilia Alberghina, Chiara Damiani, Francesco Piccialli:
Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity. PDP 2023: 185-192 - [c36]Mariapia De Rosa, Fabio Giampaolo, Francesco Piccialli, Salvatore Cuomo:
Modelling the COVID-19 infection rate through a Physics-Informed learning approach. PDP 2023: 212-218 - 2022
- [j101]Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti:
A physics-informed learning approach to Bernoulli-type free boundary problems. Comput. Math. Appl. 128: 34-43 (2022) - [j100]Salvatore Cuomo, Federico Gatta, Fabio Giampaolo, Carmela Iorio, Francesco Piccialli:
An unsupervised learning framework for marketneutral portfolio. Expert Syst. Appl. 192: 116308 (2022) - [j96]Zhengjing Ma, Gang Mei, Salvatore Cuomo, Francesco Piccialli:
Heterogeneous data fusion considering spatial correlations using graph convolutional networks and its application in air quality prediction. J. King Saud Univ. Comput. Inf. Sci. 34(6 Part B): 3433-3447 (2022) - [j94]Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli:
Neural networks generative models for time series. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part A): 7920-7939 (2022) - [j93]Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo, Gianluigi Rozza, Maziar Raissi, Francesco Piccialli:
Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next. J. Sci. Comput. 92(3): 88 (2022) - [c35]Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli:
The BIOCHIP project: A Deep Learning approach for multiwell segmentation. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-8 - [c34]Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo:
A machine learning-based approach for mercury detection in marine waters. ICDM (Workshops) 2022: 1-10 - [c33]Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli:
Cut the peaches: image segmentation for utility pattern mining in food processing. ICDM (Workshops) 2022: 497-506 - [c32]Salvatore Cuomo, Francesco Fato, Lorenzo Ugga, Gaia Spadarella, Renato Cuocolo, Fabio Giampaolo, Francesco Piccialli:
A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging. PPAM (2) 2022: 115-126 - [i8]Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo, Gianluigi Rozza, Maizar Raissi, Francesco Piccialli:
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next. CoRR abs/2201.05624 (2022) - 2021
- [j75]Francesco Piccialli, Fabio Giampaolo, Alessandro Salvi, Salvatore Cuomo:
A robust ensemble technique in forecasting workload of local healthcare departments. Neurocomputing 444: 69-78 (2021) - [j74]Francesco Piccialli, Vittorio Di Somma, Fabio Giampaolo, Salvatore Cuomo, Giancarlo Fortino:
A survey on deep learning in medicine: Why, how and when? Inf. Fusion 66: 111-137 (2021) - [j70]Francesco Piccialli, Vincenzo Schiano Di Cola, Fabio Giampaolo, Salvatore Cuomo:
The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic. Inf. Syst. Frontiers 23(6): 1467-1497 (2021) - [j60]Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, Danilo Crisci, Salvatore Cuomo:
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data. ACM Trans. Internet Techn. 21(3): 68:1-68:21 (2021) - [i6]Zhengjing Ma, Gang Mei, Salvatore Cuomo, Francesco Piccialli:
Heterogeneous Data Fusion Considering Spatial Correlations using Graph Convolutional Networks and its Application in Air Quality Prediction. CoRR abs/2105.13125 (2021) - [i4]Francesco Calabrò, Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti:
Deep Learning for the Approximation of a Shape Functional. CoRR abs/2110.02112 (2021) - 2020
- [j56]Kaifeng Gao, Gang Mei, Francesco Piccialli, Salvatore Cuomo, Jingzhi Tu, Zenan Huo:
Julia language in machine learning: Algorithms, applications, and open issues. Comput. Sci. Rev. 37: 100254 (2020) - [j54]Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Vincenzo Schiano Di Cola:
Decision Making in IoT Environment through Unsupervised Learning. IEEE Intell. Syst. 35(1): 27-35 (2020) - [j52]Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli:
A computational method for the European option price in an Internet of Things framework. Future Gener. Comput. Syst. 107: 730-735 (2020) - [j51]Francesco Piccialli, Salvatore Cuomo, Fabio Giampaolo, Giampaolo Casolla, Vincenzo Schiano Di Cola:
Path prediction in IoT systems through Markov Chain algorithm. Future Gener. Comput. Syst. 109: 210-217 (2020) - [j50]Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli:
Pricing estimation of a barrier option in an IoT scenario. Future Gener. Comput. Syst. 110: 407-412 (2020) - [j48]Francesco Piccialli, Salvatore Cuomo, Nik Bessis, Yuji Yoshimura:
Data Science for the Internet of Things. IEEE Internet Things J. 7(5): 4342-4346 (2020) - [j45]Salvatore Cuomo, Francesco Piccialli, Federica Sica:
RBF methods in a Stochastic Volatility framework for Greeks computation. J. Comput. Appl. Math. 380: 112987 (2020) - [j43]Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Edoardo Prezioso, Vincenzo Schiano Di Cola:
Unsupervised learning on multimedia data: a Cultural Heritage case study. Multim. Tools Appl. 79(45-46): 34429-34442 (2020) - [j42]Francesco Piccialli, Yuji Yoshimura, Paolo Benedusi, Carlo Ratti, Salvatore Cuomo:
Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum. Neural Comput. Appl. 32(12): 7785-7801 (2020) - [j38]Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu:
ARBF: adaptive radial basis function interpolation algorithm for irregularly scattered point sets. Soft Comput. 24(23): 17693-17704 (2020) - [j37]Giampaolo Casolla, Salvatore Cuomo, Vincenzo Schiano Di Cola, Francesco Piccialli:
Exploring Unsupervised Learning Techniques for the Internet of Things. IEEE Trans. Ind. Informatics 16(4): 2621-2628 (2020) - [i3]Kaifeng Gao, Jingzhi Tu, Zenan Huo, Gang Mei, Francesco Piccialli, Salvatore Cuomo:
Julia Language in Machine Learning: Algorithms, Applications, and Open Issues. CoRR abs/2003.10146 (2020) - 2019
- [j32]Giuseppe Caggianese, Salvatore Cuomo, Massimo Esposito, Marco Franceschini, Luigi Gallo, Francesco Infarinato, Aniello Minutolo, Francesco Piccialli, Paola Romano:
Serious Games and In-Cloud Data Analytics for the Virtualization and Personalization of Rehabilitation Treatments. IEEE Trans. Ind. Informatics 15(1): 517-526 (2019) - [c28]Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu:
Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data. NUMTA(1) 2019: 122-130 - [i1]Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu:
Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data. CoRR abs/1908.03690 (2019) - 2018
- [j26]Angelo Chianese, Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli:
Self and social network behaviours of users in cultural spaces. Int. J. Comput. Sci. Eng. 16(3): 265-281 (2018) - [j25]Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli:
A (multi) GPU iterative reconstruction algorithm based on Hessian penalty term for sparse MRI. Int. J. Grid Util. Comput. 9(2): 139-156 (2018) - [j22]Francesco Piccialli, Salvatore Cuomo, Gwanggil Jeon:
Parallel Approaches for Data Mining in the Internet of Things Realm. Int. J. Parallel Program. 46(5): 807-811 (2018) - [j20]Salvatore Cuomo, Raffaele Farina, Francesco Piccialli:
An inverse Bayesian scheme for the denoising of ECG signals. J. Netw. Comput. Appl. 115: 48-58 (2018) - [j18]Shahid Hussain, Jacky Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada:
Implications of deep learning for the automation of design patterns organization. J. Parallel Distributed Comput. 117: 256-266 (2018) - [j17]Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Arun Kumar Sangaiah:
Reproducing dynamics related to an Internet of Things framework: A numerical and statistical approach. J. Parallel Distributed Comput. 118(Part): 359-368 (2018) - [c27]Salvatore Cuomo, Francesco Maiorano, Francesco Piccialli:
Remarks of Social Data Mining Applications in the Internet of Data. NBiS 2018: 944-951 - [c26]Salvatore Cuomo, Giocanni Colecchia, Francesco Piccialli, Francesco Maiorano:
Traditional and Deep Learning Approaches to Information and Influence Propagation in Social Networks. SITIS 2018: 480-484 - 2017
- [j14]Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Ardelio Galletti, Jai E. Jung:
IoT-based collaborative reputation system for associating visitors and artworks in a cultural scenario. Expert Syst. Appl. 79: 101-111 (2017) - [j7]Murad Khan, Sadia Din, Moneeb Gohar, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon:
Enabling multimedia aware vertical handover Management in Internet of Things based heterogeneous wireless networks. Multim. Tools Appl. 76(24): 25919-25941 (2017) - [c25]Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli:
Remarks on a computational estimator for the barrier option pricing in an IoT scenario. EUSPN/ICTH 2017: 513-518 - 2016
- [c22]Francesco Gullo, Giovanni Ponti, Andrea Tagarelli, Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli:
Handling Uncertainty in Clustering Art-Exhibition Visiting Styles. BDTA 2016: 54-63 - 2015
- [c17]Salvatore Cuomo, Pasquale De Michele, Ardelio Galletti, Francesco Piccialli:
A Cultural Heritage Case Study of Visitor Experiences Shared on a Social Network. 3PGCIC 2015: 539-544 - [c16]Salvatore Cuomo, Antonella Olivo, Pasquale De Michele, Francesco Piccialli, Vincenzo Schiano Di Cola, Ennio Del Giudice:
A Mathematical Formulation for Estimating Age Levels in the Carolina Curriculum. HEALTHINF 2015: 260-267 - 2014
- [j1]Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli:
3D Data Denoising via Nonlocal Means Filter by Using Parallel GPU Strategies. Comput. Math. Methods Medicine 2014: 523862:1-523862:14 (2014) - [c13]Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Antonella Olivo, Ennio Del Giudice:
CarolApp - A Mobile e-Health Software Project for Remote Monitoring of Children enrolled in the Carolina Curriculum. HEALTHINF 2014: 473-477 - 2013
- [c7]Giuseppe Palma, Francesco Piccialli, Pasquale De Michele, Salvatore Cuomo, Marco Comerci, Pasquale Borrelli, Bruno Alfano:
3D Non-Local Means denoising via multi-GPU. FedCSIS 2013: 495-498 - [c6]Francesco Piccialli, Salvatore Cuomo, Pasquale De Michele:
A Regularized MRI Image Reconstruction based on Hessian Penalty Term on CPU/GPU Systems. ICCS 2013: 2643-2646 - [c5]Emanuele Nicastro, Francesco Piccialli, Andrea Lo Vecchio, Alfredo Guarino, Salvatore Cuomo:
Mobile learning for clinical practice guidelines implementation: a medical app for pediatric acute gastroenteritis. PETRA 2013: 43:1-43:4 - 2012
- [c2]Salvatore Cuomo, Aniello Murano, Francesco Piccialli, Ennio Del Giudice:
A social network framework for the Carolina software. PETRA 2012: 34 - 2011
- [c1]Salvatore Cuomo, Aniello Murano, Francesco Piccialli:
The C@Rolin@ Software - A System for Monitoring Skills Development of Children with Down Syndrome. HEALTHINF 2011: 180-185
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last updated on 2024-04-25 01:14 CEST by the dblp team
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