Francesco Piccialli

208 papers A 2B 8C 6Misc 1Journal 149Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FEDCOM: FEDerated Communication-Efficient Object Detection Model. IEEE Wirel. Commun. Flora Amato, Ciro Della Bruna, Martina Savoia, Edoardo Prezioso, Francesco Piccialli
2026	J	`jnl`	Federated continual learning meets digital twins: A survey on methods, intersections and perspectives. Neurocomputing Martina Savoia, Daniela Annunziata, Dipanwita Thakur, Giancarlo Fortino, Francesco Piccialli
2026	J	`jnl`	MAKES-QA: A multi-agent framework for knowledge graph construction and enrichment over scientific literature for question answering. Expert Syst. Appl. Anna Borrelli, Valentina De Angelis, Stefano Izzo, Fabio Giampaolo, Francesco Piccialli
2026	J	`jnl`	Medvault: Privacy-enhancing medical record retrieval for ioMT-Enabled healthcare with query-pattern protection. Internet Things Yuxi Li, Dong Ji, Fa Zhu, Xingchi Chen, Athanasios V. Vasilakos, Francesco Piccialli, David Camacho
2026	J	`jnl`	Towards one-shot federated learning: Advances, challenges, and future directions. Neurocomputing Flora Amato, Lingyu Qiu, Muhammad Tanveer, Salvatore Cuomo, Daniela Annunziata, Fabio Giampaolo, Francesco Piccialli
2025	J	`jnl`	AGRIFOLD: AGRIculture Federated learning for Optimized Leaf disease Detection. Expert Syst. Appl. Francesco Piccialli, Ciro Della Bruna, Diletta Chiaro, Pian Qi, Martina Savoia
2025	J	`jnl`	AgentAI: A comprehensive survey on autonomous agents in distributed AI for industry 4.0. Expert Syst. Appl. Francesco Piccialli, Diletta Chiaro, Sundas Sarwar, Donato Cerciello, Pian Qi, Valeria Mele
2025	J	`jnl`	CAPTURE - Computational Analysis and Predictive Techniques for Urban Resource Efficiency. Expert Syst. J. Knowl. Eng. Marzia Canzaniello, Stefano Izzo, Diletta Chiaro, Antonella Longo, Francesco Piccialli
2025	—	`conf`	Deciphering One-Shot Federated Learning: The Pivotal Role of Pretrained Models. FedEdge-AI@MobiCom Lingyu Qiu, Daniela Annunziata, Fabio Giampaolo, Francesco Piccialli
2025	B	`conf`	Deployment Benchmarking of a Federated YOLOv12s Model Across Heterogeneous Edge Devices. IEEE Big Data Sara Dana Kabl Talabani, Angelo Martella, Antonella Longo, Marco Zappatore, Francesco Piccialli
2025	J	`jnl`	FLAIR: Federated Learning for Augmented Industrial Retrieval. IEEE Internet Things J. Diletta Chiaro, Pian Qi, Valeria Mele, Francesco Piccialli
2025	A	`conf`	FLAME: Federated Learning for Attack Mitigation and Evasion. IPDPS Diletta Chiaro, Pian Qi, Edoardo Prezioso, Antonella Guzzo, Francesco Piccialli
2025	J	`jnl`	FLAMES - Federated Learning for Advanced MEdical Segmentation. Expert Syst. J. Knowl. Eng. Martina Savoia, Edoardo Prezioso, Francesco Piccialli
2025	B	`conf`	FedSDE: Self-Distillation with Diffusion Enhanced for One-shot Federated Learning. IEEE Big Data Lingyu Qiu, Daniela Annunziata, Fabio Giampaolo, Francesco Piccialli
2025	J	`jnl`	Federated and edge learning for large language models. Inf. Fusion Francesco Piccialli, Diletta Chiaro, Pian Qi, Valerio Bellandi, Ernesto Damiani
2025	J	`jnl`	Generative AI-Empowered Digital Twin: A Comprehensive Survey With Taxonomy. IEEE Trans. Ind. Informatics Diletta Chiaro, Pian Qi, Antonio Pescapè, Francesco Piccialli
2025	J	`jnl`	Green Federated Learning: A New Era of Green Aware AI. ACM Comput. Surv. Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Francesco Piccialli
2025	J	`jnl`	Guest Editorial for the Special Issue on Federated Learning on the Edge: Challenges and Future Directions. Future Gener. Comput. Syst. Francesco Piccialli, Antonella Guzzo, David Camacho
2025	J	`jnl`	On the Road to AIoT: A Framework for Vehicle Road Cooperation. IEEE Internet Things J. Daniela Annunziata, Diletta Chiaro, Pian Qi, Francesco Piccialli
2025	J	`jnl`	Small models, big impact: A review on the power of lightweight Federated Learning. Future Gener. Comput. Syst. Pian Qi, Diletta Chiaro, Francesco Piccialli
2025	J	`jnl`	Towards One-shot Federated Learning: Advances, Challenges, and Future Directions. CoRR Flora Amato, Lingyu Qiu, Mohammad Tanveer, Salvatore Cuomo, Fabio Giampaolo, Francesco Piccialli
2024	J	`jnl`	A Deep Learning Approach Considering Image Background for Pneumonia Identification Using Explainable AI (XAI). IEEE Trans. Comput. Biol. Bioinform. Yuting Yang, Gang Mei, Francesco Piccialli
2024	J	`jnl`	A machine learning approach for IoT cultural data. J. Ambient Intell. Humaniz. Comput. Francesco Piccialli, Salvatore Cuomo, Vincenzo Schiano Di Cola, Giampaolo Casolla
2024	C	`conf`	Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact. PDP Daniela Annunziata, Marzia Canzaniello, Martina Savoia, Salvatore Cuomo, Francesco Piccialli
2024	B	`conf`	Client Specific Dynamic Aggregation for Non-IID Federated Learning. IEEE Big Data Vincenzo Altomare, Dipanwita Thakur, Antonella Guzzo, Francesco Piccialli
2024	J	`jnl`	Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection. Comput. Commun. Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli
2024	C	`conf`	FLOWS: Federated Learning Optimization With Sinkhorn. ISCC Diletta Chiaro, Fabio Giampaolo, Sara Amitrano, Francesco Piccialli
2024	J	`jnl`	GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency. Inf. Fusion Francesco Piccialli, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Pian Qi
2024	J	`jnl`	Green Federated Learning: A new era of Green Aware AI. CoRR Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Francesco Piccialli
2024	J	`jnl`	Guest Editorial: Special Issue on Physics-Informed Machine Learning. IEEE Trans. Artif. Intell. Francesco Piccialli, Maziar Raissi, Felipe A. C. Viana, Giancarlo Fortino, Huimin Lu, Amir Hussain
2024	B	`conf`	Improving Energy Consumption Forecasting with Contextual Awareness: A Hybrid Deep Learning Perspective. IEEE Big Data Sundas Sarwar, Diletta Chiaro, Edoardo Prezioso, Sara Amitrano, Salvatore Cuomo, Francesco Piccialli
2024	—	`conf`	KAFÈ: Kernel Aggregation for FEderated. ECML/PKDD (4) Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli
2024	—	`conf`	Leveraging Digital Twins and Generative AI for Effective Urban Mobility Management. CyberSciTech Marzia Canzaniello, Sara Amitrano, Edoardo Prezioso, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
2024	J	`jnl`	Model aggregation techniques in federated learning: A comprehensive survey. Future Gener. Comput. Syst. Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli
2024	C	`conf`	On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing. PDP Daniela Annunziata, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Martina Savoia, Francesco Piccialli
2024	J	`jnl`	Predictive maintenance for offshore oil wells by means of deep learning features extraction. Expert Syst. J. Knowl. Eng. Federico Gatta, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli
2024	J	`jnl`	Preface. Comput. Math. Appl. Francesco Piccialli, Gianluigi Rozza, Giovanni Stabile
2024	J	`jnl`	Railway safety through predictive vertical displacement analysis using the PINN-EKF synergy. Math. Comput. Simul. Salvatore Cuomo, Mariapia De Rosa, Francesco Piccialli, Laura Pompameo
2024	—	`conf`	SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning. ICDCSW Stefano Izzo, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli
2024	—	`conf`	Solving Soil Microbiota Growth Problem by PINNs. PPAM (2) Salvatore Cuomo, Donato Cerciello, Francesco Piccialli, Vincenzo Vocca
2024	J	`jnl`	Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems. J. Netw. Comput. Appl. Giuseppe Aceto, Fabio Giampaolo, Ciro Guida, Stefano Izzo, Antonio Pescapè, Francesco Piccialli, Edoardo Prezioso
2023	J	`jnl`	A Deep Learning Approach for Long-Term Traffic Flow Prediction With Multifactor Fusion Using Spatiotemporal Graph Convolutional Network. IEEE Trans. Intell. Transp. Syst. Xiaoyu Qi, Gang Mei, Jingzhi Tu, Ning Xi, Francesco Piccialli
2023	—	`conf`	A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning. DASC/PiCom/CBDCom/CyberSciTech Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli
2023	J	`jnl`	A blockchain-based secure Internet of medical things framework for stress detection. Inf. Sci. Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli
2023	—	`conf`	Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0. EUROCON Rokas Gipiskis, Diletta Chiaro, Daniela Annunziata, Francesco Piccialli
2023	J	`jnl`	An Attention-Based Cycle-Consistent Generative Adversarial Network for IoT Data Generation and Its Application in Smart Energy Systems. IEEE Trans. Ind. Informatics Zhengjing Ma, Gang Mei, Francesco Piccialli
2023	J	`jnl`	Automated Pulmonary Nodule Classification and Detection Using Deep Learning Architectures. IEEE ACM Trans. Comput. Biol. Bioinform. Imran Ahmed, Abdellah Chehri, Gwanggil Jeon, Francesco Piccialli
2023	C	`conf`	Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity. PDP Bruno G. Galuzzi, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Marco Vanoni, Lilia Alberghina, Chiara Damiani, Francesco Piccialli
2023	J	`jnl`	DeepVATS: Deep Visual Analytics for Time Series. CoRR Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
2023	J	`jnl`	DeepVATS: Deep Visual Analytics for Time Series. Knowl. Based Syst. Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
2023	J	`jnl`	ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting. Inf. Fusion Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, MengChu Zhou, Giancarlo Fortino, Francesco Piccialli
2023	J	`jnl`	FL-FD: Federated learning-based fall detection with multimodal data fusion. Inf. Fusion Pian Qi, Diletta Chiaro, Francesco Piccialli
2023	—	`conf`	Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment. DASC/PiCom/CBDCom/CyberSciTech Stefano Izzo, Marzia Canzaniello, Martina Savoia, Fabio Giampaolo, Francesco Piccialli
2023	J	`jnl`	Guest Editorial: Scientific and Physics-Informed Machine Learning for Industrial Applications. IEEE Trans. Ind. Informatics Francesco Piccialli, Fabio Giampaolo, David Camacho, Gang Mei
2023	—	`conf`	Integrating Object Detection and Advanced Analytics for Smart City Crowd Management. ICNSC Edoardo Prezioso, Fabio Giampaolo, Stefano Izzo, Martina Savoia, Francesco Piccialli
2023	B	`conf`	Investigating Random Variations of the Forward-Forward Algorithm for Training Neural Networks. IJCNN Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Francesco Piccialli
2023	C	`conf`	Modelling the COVID-19 infection rate through a Physics-Informed learning approach. PDP Mariapia De Rosa, Fabio Giampaolo, Francesco Piccialli, Salvatore Cuomo
2023	A	`conf`	Real-Time Anonymization of Sensitive Personal Data Using a Service-Based Architecture. ICWS Fabio Giampaolo, Stefano Izzo, Stefano Siccardi, Antongiacomo Polimeno, Valerio Bellandi, Francesco Piccialli
2023	J	`jnl`	Special issue on deep learning and big data analytics for medical e-diagnosis/AI-based e-diagnosis. Neural Comput. Appl. Simon Fong, Giancarlo Fortino, Dhanjoo N. Ghista, Francesco Piccialli
2023	J	`jnl`	The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber-Physical Systems. IEEE Syst. J. Rokas Gipiskis, Diletta Chiaro, Marco Preziosi, Edoardo Prezioso, Francesco Piccialli
2023	B	`conf`	Unsupervised Learning for Depth Estimation in Unstructured Environments. IEEE Big Data Pian Qi, Fabio Giampaolo, Edoardo Prezioso, Francesco Piccialli
2023	B	`conf`	Unveiling engagement in virtual classrooms: a multimodal analysis. IEEE Big Data Diletta Chiaro, Daniela Annuziata, Stefano Izzo, Francesco Piccialli
2022	J	`jnl`	A Deep Learning Approach for Predicting Two-dimensional Soil Consolidation Using Physics-Informed Neural Networks (PINN). CoRR Yue Lu, Gang Mei, Francesco Piccialli
2022	—	`conf`	A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging. PPAM (2) Salvatore Cuomo, Francesco Fato, Lorenzo Ugga, Gaia Spadarella, Renato Cuocolo, Fabio Giampaolo, Francesco Piccialli
2022	J	`jnl`	A Hybrid Deep Learning Based Framework for Component Defect Detection of Moving Trains. IEEE Trans. Intell. Transp. Syst. Cen Chen, Kenli Li, Zhongyao Cheng, Francesco Piccialli, Steven C. H. Hoi, Zeng Zeng
2022	—	`conf`	A machine learning-based approach for mercury detection in marine waters. ICDM (Workshops) Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo
2022	J	`jnl`	A physics-informed learning approach to Bernoulli-type free boundary problems. Comput. Math. Appl. Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti
2022	J	`jnl`	An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Vehicles. J. Grid Comput. Jingzhi Tu, Gang Mei, Francesco Piccialli
2022	J	`jnl`	An improved Nyström spectral graph clustering using J. King Saud Univ. Comput. Inf. Sci. Jingzhi Tu, Gang Mei, Francesco Piccialli
2022	J	`jnl`	An unsupervised learning framework for marketneutral portfolio. Expert Syst. Appl. Salvatore Cuomo, Federico Gatta, Fabio Giampaolo, Carmela Iorio, Francesco Piccialli
2022	—	`conf`	Cut the peaches: image segmentation for utility pattern mining in food processing. ICDM (Workshops) Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
2022	J	`jnl`	Deep Learning for Secure Communication in Cyber-Physical Systems. IEEE Internet Things Mag. Zhengjing Ma, Gang Mei, Francesco Piccialli
2022	J	`jnl`	Deep learning-based ambient assisted living for self-management of cardiovascular conditions. Neural Comput. Appl. Maria Ahmed Qureshi, Kashif Naseer Qureshi, Gwanggil Jeon, Francesco Piccialli
2022	J	`jnl`	From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where. IEEE Trans. Ind. Informatics Imran Ahmed, Gwanggil Jeon, Francesco Piccialli
2022	J	`jnl`	Heterogeneous data fusion considering spatial correlations using graph convolutional networks and its application in air quality prediction. J. King Saud Univ. Comput. Inf. Sci. Zhengjing Ma, Gang Mei, Salvatore Cuomo, Francesco Piccialli
2022	J	`jnl`	M-T2F: A High-Efficient Contention Protocol for Wireless Networking in Cyber-Physical-Social Systems. IEEE Trans. Netw. Sci. Eng. Li Feng, Qinglin Zhao, Yu Zeng, Mianxiong Dong, Mu-Yen Chen, Mohammad Mehedi Hassan, Francesco Piccialli, Giancarlo Fortino
2022	J	`jnl`	Memory-augmented neural networks based dynamic complex image segmentation in digital twins for self-driving vehicle. Pattern Recognit. Zhihan Lv, Liang Qiao, Shuo Yang, Jinhua Li, Haibin Lv, Francesco Piccialli
2022	J	`jnl`	Neural networks generative models for time series. J. King Saud Univ. Comput. Inf. Sci. Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli
2022	J	`jnl`	Neurocomputing for internet of things: Object recognition and detection strategy. Neurocomputing Kashif Naseer Qureshi, Omprakash Kaiwartya, Gwanggil Jeon, Francesco Piccialli
2022	J	`jnl`	Numerical modeling of the propagation process of landslide surge using physics-informed deep learning. Adv. Model. Simul. Eng. Sci. Yinghan Wu, Kaixuan Shao, Francesco Piccialli, Gang Mei
2022	J	`jnl`	Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning. IEEE J. Biomed. Health Informatics Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Francesco Piccialli, Giovanni Dell'Aversana Orabona, Renato Cuocolo, Vincenzo Abbate, Lorenzo Ugga, L. Califano
2022	J	`jnl`	SWCGAN: Generative Adversarial Network Combining Swin Transformer and CNN for Remote Sensing Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jingzhi Tu, Gang Mei, Zhengjing Ma, Francesco Piccialli
2022	J	`jnl`	Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next. J. Sci. Comput. Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo, Gianluigi Rozza, Maziar Raissi, Francesco Piccialli
2022	J	`jnl`	Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next. CoRR Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo, Gianluigi Rozza, Maziar Raissi, Francesco Piccialli
2022	—	`conf`	The BIOCHIP project: A Deep Learning approach for multiwell segmentation. DASC/PiCom/CBDCom/CyberSciTech Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
2022	J	`jnl`	fgSpMSpV: A Fine-grained Parallel SpMSpV Framework on HPC Platforms. ACM Trans. Parallel Comput. Yuedan Chen, Guoqing Xiao, Kenli Li, Francesco Piccialli, Albert Y. Zomaya
2021	J	`jnl`	A Deep-Learning-Based Smart Healthcare System for Patient's Discomfort Detection at the Edge of Internet of Things. IEEE Internet Things J. Imran Ahmed, Gwanggil Jeon, Francesco Piccialli
2021	J	`jnl`	A Framework for Pandemic Prediction Using Big Data Analytics. Big Data Res. Imran Ahmed, Misbah Ahmad, Gwanggil Jeon, Francesco Piccialli
2021	J	`jnl`	A robust ensemble technique in forecasting workload of local healthcare departments. Neurocomputing Francesco Piccialli, Fabio Giampaolo, Alessandro Salvi, Salvatore Cuomo
2021	J	`jnl`	A survey on deep learning in medicine: Why, how and when? Inf. Fusion Francesco Piccialli, Vittorio Di Somma, Fabio Giampaolo, Salvatore Cuomo, Giancarlo Fortino
2021	J	`jnl`	Advanced Machine-Learning Methods for Brain-Computer Interfacing. IEEE ACM Trans. Comput. Biol. Bioinform. Zhihan Lv, Liang Qiao, Qingjun Wang, Francesco Piccialli
2021	J	`jnl`	An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving. CoRR Jingzhi Tu, Gang Mei, Francesco Piccialli
2021	J	`jnl`	An Enhanced Multi-Hop Intersection-Based Geographical Routing Protocol for the Internet of Connected Vehicles Network. IEEE Trans. Intell. Transp. Syst. Kashif Naseer Qureshi, Muhammed Zaharadeen Ahmed, Gwanggil Jeon, Francesco Piccialli
2021	J	`jnl`	An efficient combined deep neural network based malware detection framework in 5G environment. Comput. Networks Ning Lu, Dan Li, Wenbo Shi, Pandi Vijayakumar, Francesco Piccialli, Victor Chang
2021	J	`jnl`	An efficient graph clustering algorithm by exploiting Comput. Electr. Eng. Gang Mei, Jingzhi Tu, Lei Xiao, Francesco Piccialli
2021	J	`jnl`	Anomaly detection and trust authority in artificial intelligence and cloud computing. Comput. Networks Kashif Naseer Qureshi, Gwanggil Jeon, Francesco Piccialli
2021	J	`jnl`	Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion. Inf. Fusion Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, David Camacho, Giovanni Acampora
2021	J	`jnl`	Context-aware Computing for the Internet of Things. Internet Things Francesco Piccialli, Gwanggil Jeon
2021	J	`jnl`	Deep Learning for the Approximation of a Shape Functional. CoRR Francesco Calabrò, Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti
2021	B	`conf`	Explainable Deep Learning Models on the Diagnosis of Pneumonia. CHASE Yuting Yang, Gang Mei, Francesco Piccialli
2021	J	`jnl`	General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention. Big Data Jiayu Qin, Gang Mei, Zhengjing Ma, Francesco Piccialli
2021	J	`jnl`	Guest Editorial: Industrial Internet of Things: Where Are We and What Is Next? IEEE Trans. Ind. Informatics Francesco Piccialli, Nik Bessis, Erik Cambria
2021	J	`jnl`	Heterogeneous Data Fusion Considering Spatial Correlations using Graph Convolutional Networks and its Application in Air Quality Prediction. CoRR Zhengjing Ma, Gang Mei, Salvatore Cuomo, Francesco Piccialli
2021	J	`jnl`	IEEE Access Special Section Editorial: Data Mining for Internet of Things. IEEE Access Chun-Wei Tsai, Mu-Yen Chen, Francesco Piccialli, Tie Qiu, Jason J. Jung, Patrick C. K. Hung, Sherali Zeadally
2021	J	`jnl`	Internet of Vehicles: Key Technologies, Network Model, Solutions and Challenges With Future Aspects. IEEE Trans. Intell. Transp. Syst. Kashif Naseer Qureshi, Sadia Din, Gwanggil Jeon, Francesco Piccialli
2021	J	`jnl`	Introduction to the Special Section on Data Science for Cyber-Physical Systems. ACM Trans. Internet Techn. Francesco Piccialli, Nik Bessis, Gwanggil Jeon, Calton Pu
2021	J	`jnl`	Lucy With Agents in the Sky: Trustworthiness of Cloud Storage for Industrial Internet of Things. IEEE Trans. Ind. Informatics Abid Khan, Sadia Din, Gwanggil Jeon, Francesco Piccialli
2021	J	`jnl`	Machine learning for landslides prevention: a survey. Neural Comput. Appl. Zhengjing Ma, Gang Mei, Francesco Piccialli
2021	J	`jnl`	Nature-inspired algorithm-based secure data dissemination framework for smart city networks. Neural Comput. Appl. Kashif Naseer Qureshi, Awais Ahmad, Francesco Piccialli, Giampaolo Casolla, Gwanggil Jeon
2021	J	`jnl`	Optimizing makespan and resource utilization for multi-DNN training in GPU cluster. Future Gener. Comput. Syst. Zhongjin Li, Victor Chang, Haiyang Hu, Maozhong Fu, Jidong Ge, Francesco Piccialli
2021	J	`jnl`	Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data. ACM Trans. Internet Techn. Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, Danilo Crisci, Salvatore Cuomo
2021	J	`jnl`	Special issue on toward the Internet of Things of year 2020: Applications and future trends. Concurr. Comput. Pract. Exp. Francesco Piccialli, Gwanggil Jeon
2021	J	`jnl`	The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic. Inf. Syst. Frontiers Francesco Piccialli, Vincenzo Schiano Di Cola, Fabio Giampaolo, Salvatore Cuomo
2021	J	`jnl`	The Security of Medical Data on Internet Based on Differential Privacy Technology. ACM Trans. Internet Techn. Zhihan Lv, Francesco Piccialli
2021	J	`jnl`	Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning. IEEE CAA J. Autom. Sinica Imran Ahmed, Sadia Din, Gwanggil Jeon, Francesco Piccialli, Giancarlo Fortino
2020	J	`jnl`	A Deep Learning approach for Path Prediction in a Location-based IoT system. Pervasive Mob. Comput. Francesco Piccialli, Fabio Giampaolo, Giampaolo Casolla, Vincenzo Schiano Di Cola, Kenli Li
2020	J	`jnl`	A Sustainable Solution to Support Data Security in High Bandwidth Healthcare Remote Locations by Using TCP CUBIC Mechanism. IEEE Trans. Sustain. Comput. Mudassar Ahmad, Sohail Jabbar, Awais Ahmad, Francesco Piccialli, Gwanggil Jeon
2020	J	`jnl`	A blockchain-based eHealthcare system interoperating with WBANs. Future Gener. Comput. Syst. Junchao Wang, Kaining Han, Anastasios Alexandridis, Zhiyu Chen, Zeljko Zilic, Yu Pang, Gwanggil Jeon, Francesco Piccialli
2020	J	`jnl`	A computational method for the European option price in an Internet of Things framework. Future Gener. Comput. Syst. Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli
2020	J	`jnl`	ARBF: adaptive radial basis function interpolation algorithm for irregularly scattered point sets. Soft Comput. Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu
2020	J	`jnl`	An IoT data analytics approach for cultural heritage. Pers. Ubiquitous Comput. Francesco Piccialli, Paolo Benedusi, Luca Carratore, Giocanni Colecchia
2020	J	`jnl`	An accurate and dynamic predictive model for a smart M-Health system using machine learning. Inf. Sci. Kashif Naseer Qureshi, Sadia Din, Gwanggil Jeon, Francesco Piccialli
2020	J	`jnl`	Corrigendum to "Link quality and energy utilization based preferable next hop selection routing for wireless body area networks" [Comput. Commun. 149 (2020) 382-392]. Comput. Commun. Kashif Naseer Qureshi, Sadia Din, Gwanggil Jeon, Francesco Piccialli
2020	J	`jnl`	Data Science for the Internet of Things. IEEE Internet Things J. Francesco Piccialli, Salvatore Cuomo, Nik Bessis, Yuji Yoshimura
2020	J	`jnl`	Decision Making in IoT Environment through Unsupervised Learning. IEEE Intell. Syst. Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Vincenzo Schiano Di Cola
2020	J	`jnl`	Deep end-to-end learning for price prediction of second-hand items. Knowl. Inf. Syst. Ahmed Fathalla, Ahmad Salah, Kenli Li, Keqin Li, Francesco Piccialli
2020	J	`jnl`	Energy-Efficient Monitoring of Fire Scenes for Intelligent Networks. IEEE Netw. Khan Muhammad, Joel J. P. C. Rodrigues, Sergey Kozlov, Francesco Piccialli, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Exploring Deep Learning Models for Overhead View Multiple Object Detection. IEEE Internet Things J. Imran Ahmed, Sadia Din, Gwanggil Jeon, Francesco Piccialli
2020	J	`jnl`	Exploring Unsupervised Learning Techniques for the Internet of Things. IEEE Trans. Ind. Informatics Giampaolo Casolla, Salvatore Cuomo, Vincenzo Schiano Di Cola, Francesco Piccialli
2020	J	`jnl`	Guest Editorial: Data Science Challenges in Industry 4.0. IEEE Trans. Ind. Informatics Francesco Piccialli, Nik Bessis, Jason J. Jung
2020	J	`jnl`	IEEE Access Special Section Editorial: Cloud-Fog-Edge Computing in Cyber-Physical-Social Systems (CPSS). IEEE Access Md. Arafatur Rahman, Zahir Tari, Dakai Zhu, Francesco Piccialli, Xiaokang Wang
2020	J	`jnl`	Internet of Knowledge. Future Gener. Comput. Syst. Chang Choi, Francesco Piccialli, Jason J. Jung
2020	J	`jnl`	Julia Language in Machine Learning: Algorithms, Applications, and Open Issues. CoRR Kaifeng Gao, Jingzhi Tu, Zenan Huo, Gang Mei, Francesco Piccialli, Salvatore Cuomo
2020	J	`jnl`	Julia language in machine learning: Algorithms, applications, and open issues. Comput. Sci. Rev. Kaifeng Gao, Gang Mei, Francesco Piccialli, Salvatore Cuomo, Jingzhi Tu, Zenan Huo
2020	J	`jnl`	KCoreMotif: An Efficient Graph Clustering Algorithm for Large Networks by Exploiting k-core Decomposition and Motifs. CoRR Gang Mei, Jingzhi Tu, Lei Xiao, Francesco Piccialli
2020	J	`jnl`	Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum. Neural Comput. Appl. Francesco Piccialli, Yuji Yoshimura, Paolo Benedusi, Carlo Ratti, Salvatore Cuomo
2020	J	`jnl`	Link quality and energy utilization based preferable next hop selection routing for wireless body area networks. Comput. Commun. Kashif Naseer Qureshi, Sadia Din, Gwanggil Jeon, Francesco Piccialli
2020	J	`jnl`	Path prediction in IoT systems through Markov Chain algorithm. Future Gener. Comput. Syst. Francesco Piccialli, Salvatore Cuomo, Fabio Giampaolo, Giampaolo Casolla, Vincenzo Schiano Di Cola
2020	J	`jnl`	Pricing estimation of a barrier option in an IoT scenario. Future Gener. Comput. Syst. Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli
2020	J	`jnl`	RBF methods in a Stochastic Volatility framework for Greeks computation. J. Comput. Appl. Math. Salvatore Cuomo, Francesco Piccialli, Federica Sica
2020	J	`jnl`	Trust management and evaluation for edge intelligence in the Internet of Things. Eng. Appl. Artif. Intell. Kashif Naseer Qureshi, Abeer Iftikhar, Shahid Nazeer Bhatti, Francesco Piccialli, Fabio Giampaolo, Gwanggil Jeon
2020	J	`jnl`	Unsupervised learning on multimedia data: a Cultural Heritage case study. Multim. Tools Appl. Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Edoardo Prezioso, Vincenzo Schiano Di Cola
2019	—	`conf`	Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data. NUMTA(1) Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu
2019	J	`jnl`	Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data. CoRR Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu
2019	—	`conf`	Generating Pedestrian Training Dataset using DCGAN. ICAIP Daeun Dana Kim, Muhammad Tanseef Shahid, Yunseong Kim, Won Jun Lee, Hyun Chul Song, Francesco Piccialli, Kwang Nam Choi
2019	J	`jnl`	IEEE Access Special Section Editorial: Intelligent Systems for the Internet of Things. IEEE Access Tie Qiu, Chun-Wei Tsai, Carlo Cecati, Joel J. P. C. Rodrigues, Priyanka Rawat, Houbing Song, Francesco Piccialli, Melinda Hodkiewicz
2019	—	`conf`	Marker Based Pedestrian Detection Using Augmented Reality. ICAIP Chan Yong Kim, Hyojin Kim, Huiseung Son, Muhammad Tanseef Shahid, Hyun Chul Song, Francesco Piccialli, Kwang Nam Choi
2019	J	`jnl`	SOS: A multimedia recommender System for Online Social networks. Future Gener. Comput. Syst. Flora Amato, Vincenzo Moscato, Antonio Picariello, Francesco Piccialli
2019	J	`jnl`	Serious Games and In-Cloud Data Analytics for the Virtualization and Personalization of Rehabilitation Treatments. IEEE Trans. Ind. Informatics Giuseppe Caggianese, Salvatore Cuomo, Massimo Esposito, Marco Franceschini, Luigi Gallo, Francesco Infarinato, Aniello Minutolo, Francesco Piccialli, Paola Romano
2018	J	`jnl`	A (multi) GPU iterative reconstruction algorithm based on Hessian penalty term for sparse MRI. Int. J. Grid Util. Comput. Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli
2018	J	`jnl`	A Framework for Assessing Reusability Using Package Cohesion Measure in Aspect Oriented Systems. Int. J. Parallel Program. Puneet Jai Kaur, Sakshi Kaushal, Arun Kumar Sangaiah, Francesco Piccialli
2018	J	`jnl`	A GPU Implementation of OLPCA Method in Hybrid Environment. Int. J. Parallel Program. Pasquale De Michele, Francesco Maiorano, Livia Marcellino, Francesco Piccialli
2018	J	`jnl`	A Robust Features-Based Person Tracker for Overhead Views in Industrial Environment. IEEE Internet Things J. Imran Ahmed, Awais Ahmad, Francesco Piccialli, Arun Kumar Sangaiah, Gwanggil Jeon
2018	J	`jnl`	A perspective on applications of in-memory and associative approaches supporting cultural big data analytics. Int. J. Comput. Sci. Eng. Angelo Chianese, Francesco Piccialli
2018	J	`jnl`	An inverse Bayesian scheme for the denoising of ECG signals. J. Netw. Comput. Appl. Salvatore Cuomo, Raffaele Farina, Francesco Piccialli
2018	J	`jnl`	Centrality in heterogeneous social networks for lurkers detection: An approach based on hypergraphs. Concurr. Comput. Pract. Exp. Flora Amato, Vincenzo Moscato, Antonio Picariello, Francesco Piccialli, Giancarlo Sperlì
2018	J	`jnl`	Data fusion in the internet of data. Concurr. Comput. Pract. Exp. Francesco Piccialli, Jason J. Jung
2018	J	`jnl`	Editorial for FGCS special issue: The Internet of Cultural Things: Towards a Smart Cultural heritage. Future Gener. Comput. Syst. Francesco Piccialli, Angelo Chianese
2018	J	`jnl`	Implications of deep learning for the automation of design patterns organization. J. Parallel Distributed Comput. Shahid Hussain, Jacky Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada
2018	J	`jnl`	Parallel Approaches for Data Mining in the Internet of Things Realm. Int. J. Parallel Program. Francesco Piccialli, Salvatore Cuomo, Gwanggil Jeon
2018	—	`conf`	Remarks of Social Data Mining Applications in the Internet of Data. NBiS Salvatore Cuomo, Francesco Maiorano, Francesco Piccialli
2018	J	`jnl`	Reproducing dynamics related to an Internet of Things framework: A numerical and statistical approach. J. Parallel Distributed Comput. Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Arun Kumar Sangaiah
2018	J	`jnl`	S-InTime: A social cloud analytical service oriented system. Future Gener. Comput. Syst. Francesco Piccialli, Paolo Benedusi, Flora Amato
2018	J	`jnl`	Self and social network behaviours of users in cultural spaces. Int. J. Comput. Sci. Eng. Angelo Chianese, Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli
2018	J	`jnl`	Towards the Internet of Data: Applications, Opportunities and Future Challenges. J. Parallel Distributed Comput. Francesco Piccialli, Jason J. Jung
2018	—	`conf`	Traditional and Deep Learning Approaches to Information and Influence Propagation in Social Networks. SITIS Salvatore Cuomo, Giocanni Colecchia, Francesco Piccialli, Francesco Maiorano
2017	J	`jnl`	A location-based IoT platform supporting the cultural heritage domain. Concurr. Comput. Pract. Exp. Francesco Piccialli, Angelo Chianese
2017	J	`jnl`	A novel approach for automatic text analysis and generation for the cultural heritage domain. Multim. Tools Appl. Francesco Piccialli, Fiammetta Marulli, Angelo Chianese
2017	J	`jnl`	An associative engines based approach supporting collaborative analytics in the Internet of cultural things. Future Gener. Comput. Syst. Angelo Chianese, Fiammetta Marulli, Francesco Piccialli, Paolo Benedusi, Jai E. Jung
2017	J	`jnl`	Control frameworks in network emulation testbeds: A survey. J. Comput. Sci. Pang-Wei Tsai, Francesco Piccialli, Chun-Wei Tsai, Mon-Yen Luo, Chu-Sing Yang
2017	J	`jnl`	Cultural Heritage on Internet of Things (IoT) systems: Trends and challenges. Concurr. Comput. Pract. Exp. Francesco Piccialli, Angelo Chianese, Jason J. Jung
2017	J	`jnl`	Cultural heritage and new technologies: trends and challenges. Pers. Ubiquitous Comput. Francesco Piccialli, Angelo Chianese
2017	J	`jnl`	Enabling multimedia aware vertical handover Management in Internet of Things based heterogeneous wireless networks. Multim. Tools Appl. Murad Khan, Sadia Din, Moneeb Gohar, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon
2017	J	`jnl`	IoT-based collaborative reputation system for associating visitors and artworks in a cultural scenario. Expert Syst. Appl. Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Ardelio Galletti, Jai E. Jung
2017	—	`conf`	Remarks on a computational estimator for the barrier option pricing in an IoT scenario. EUSPN/ICTH Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli
2017	J	`jnl`	SmaCH: an infrastructure for smart cultural heritage environments. Int. J. Ad Hoc Ubiquitous Comput. Angelo Chianese, Francesco Piccialli
2017	J	`jnl`	Social recommendation service for cultural heritage. Pers. Ubiquitous Comput. Min-Sung Hong, Jason J. Jung, Francesco Piccialli, Angelo Chianese
2017	—	`conf`	Spatio-Temporal Contextualization of Queries for Microtexts in Social Media: Mathematical Modeling. EUSPN/ICTH Jae-Hong Park, O-Joun Lee, Joo-Man Han, Eon-Ji Lee, Jason J. Jung, Luca Carratore, Francesco Piccialli
2017	J	`jnl`	The Internet of Things Supporting Context-Aware Computing: A Cultural Heritage Case Study. Mob. Networks Appl. Francesco Piccialli, Angelo Chianese
2017	J	`jnl`	Understanding Customer Experience Diffusion on Social Networking Services by Big Data Analytics. Mob. Networks Appl. Francesco Piccialli, Jai E. Jung
2016	—	`conf`	A Service Oriented Framework for Analysing Social Network Activities. EUSPN/ICTH Angelo Chianese, Francesco Piccialli
2016	J	`jnl`	A smart system to manage the context evolution in the Cultural Heritage domain. Comput. Electr. Eng. Angelo Chianese, Francesco Piccialli
2016	—	`conf`	Cultural Heritage and Social Pulse: A Semantic Approach for CH Sensitivity Discovery in Social Media Data. ICSC Angelo Chianese, Fiammetta Marulli, Francesco Piccialli
2016	—	`conf`	Designing a Service Oriented System for social analytics. 3PGCIC Angelo Chianese, Paolo Benedusi, Francesco Piccialli
2016	—	`conf`	Handling Uncertainty in Clustering Art-Exhibition Visiting Styles. BDTA Francesco Gullo, Giovanni Ponti, Andrea Tagarelli, Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli
2016	J	`jnl`	Sensitivity Mining in Social Pulses to Address Cultural Heritage Competitive Intelligence. Int. J. Knowl. Soc. Res. Angelo Chianese, Fiammetta Marulli, Francesco Piccialli
2016	—	`conf`	The Internet of Cultural Things: Towards a Smart Cultural Heritage. SITIS Angelo Chianese, Francesco Piccialli, Jay E. Jung
2016	—	`—`	The Internet of Things supporting the Cultural Heritage domain: analysis, design and implementation of a smart framework enhancing the smartness of cultural spaces. Francesco Piccialli
2015	—	`conf`	A Cultural Heritage Case Study of Visitor Experiences Shared on a Social Network. 3PGCIC Salvatore Cuomo, Pasquale De Michele, Ardelio Galletti, Francesco Piccialli
2015	—	`conf`	A Mathematical Formulation for Estimating Age Levels in the Carolina Curriculum. HEALTHINF Salvatore Cuomo, Antonella Olivo, Pasquale De Michele, Francesco Piccialli, Vincenzo Schiano Di Cola, Ennio Del Giudice
2015	—	`conf`	An Associative Engines Based Approach Supporting Collaborative Analytics in the Internet of Cultural Things. 3PGCIC Angelo Chianese, Paolo Benedusi, Fiammetta Marulli, Francesco Piccialli
2015	—	`conf`	SMuNe: A Smart Multisensor Network Based on Embedded Systems in IoT Environment. SITIS Angelo Chianese, Francesco Piccialli, Giuseppe Riccio
2015	J	`jnl`	Smart environments and Cultural Heritage: a novel approach to create J. Locat. Based Serv. Angelo Chianese, Francesco Piccialli, Isabella Valente
2015	—	`conf`	The TrUST Project: Improving the Fruition of Historical Centres through Smart Objects. EUSPN/ICTH Angelo Chianese, Francesco Piccialli, Giuseppe Riccio
2014	J	`jnl`	3D Data Denoising via Nonlocal Means Filter by Using Parallel GPU Strategies. Comput. Math. Methods Medicine Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli
2014	—	`conf`	A location-based smart application applied to cultural heritage environments. SEBD Angelo Chianese, Vincenzo Moscato, Francesco Piccialli, Isabella Valente
2014	—	`conf`	CarolApp - A Mobile e-Health Software Project for Remote Monitoring of Children enrolled in the Carolina Curriculum. HEALTHINF Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli, Antonella Olivo, Ennio Del Giudice
2014	—	`conf`	Designing a Smart Museum: When Cultural Heritage Joins IoT. NGMAST Angelo Chianese, Francesco Piccialli
2014	—	`conf`	Modelling the context evolution in Cultural Heritage domain: A graph approach. ICCASA Angelo Chianese, Francesco Piccialli
2014	—	`conf`	SmaCH: A Framework for Smart Cultural Heritage Spaces. SITIS Angelo Chianese, Francesco Piccialli
2013	C	`conf`	3D Non-Local Means denoising via multi-GPU. FedCSIS Giuseppe Palma, Francesco Piccialli, Pasquale De Michele, Salvatore Cuomo, Marco Comerci, Pasquale Borrelli, Bruno Alfano
2013	—	`conf`	A Novel Challenge into Multimedia Cultural Heritage: An Integrated Approach to Support Cultural Information Enrichment. SITIS Angelo Chianese, Fiammetta Marulli, Francesco Piccialli, Isabella Valente
2013	Misc	`conf`	A Regularized MRI Image Reconstruction based on Hessian Penalty Term on CPU/GPU Systems. ICCS Francesco Piccialli, Salvatore Cuomo, Pasquale De Michele
2013	—	`conf`	Mobile learning for clinical practice guidelines implementation: a medical app for pediatric acute gastroenteritis. PETRA Emanuele Nicastro, Francesco Piccialli, Andrea Lo Vecchio, Alfredo Guarino, Salvatore Cuomo
2013	—	`conf`	SmARTweet: A Location-Based Smart Application for Exhibits and Museums. SITIS Angelo Chianese, Fiammetta Marulli, Vincenzo Moscato, Francesco Piccialli
2013	—	`conf`	The Talking Museum Project. EUSPN/ICTH Flora Amato, Angelo Chianese, Antonino Mazzeo, Vincenzo Moscato, Antonio Picariello, Francesco Piccialli
2012	—	`conf`	A social network framework for the Carolina software. PETRA Salvatore Cuomo, Aniello Murano, Francesco Piccialli, Ennio Del Giudice
2011	—	`conf`	The C@Rolin@ Software - A System for Monitoring Skills Development of Children with Down Syndrome. HEALTHINF Salvatore Cuomo, Aniello Murano, Francesco Piccialli