Davide Andreoletti
Scuola universitaria professionale della Svizzera italiana
H-index: 8
Europe-Switzerland
Top articles of Davide Andreoletti
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability | arXiv preprint arXiv:2404.06144 | Fatima Ezzeddine Mirna Saad Omran Ayoub Davide Andreoletti Martin Gjoreski | 2024/4/9 |
Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures | arXiv preprint arXiv:2404.05304 | Omran Ayoub Davide Andreoletti Aleksandra Knapińska Róża Goścień Piotr Lechowicz | 2024/4/8 |
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations | Fatima Ezzeddine Omran Ayoub Davide Andreoletti Silvia Giordano | 2023/7 | |
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks | Davide Andreoletti Cristina Rottondi Fatima Ezzeddine Omran Ayoub Silvia Giordano | 2023/1/30 | |
Chatgpt or human? detect and explain. explaining decisions of machine learning model for detecting short chatgpt-generated text | arXiv preprint arXiv:2301.13852 | Sandra Mitrović Davide Andreoletti Omran Ayoub | 2023/1/30 |
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems | Fatima Ezzeddine Omran Ayoub Davide Andreoletti Massimo Tornatore Silvia Giordano | 2023/11 | |
Emotion Recognition in Adaptive Virtual Reality Settings: Challenges and Opportunities | Seyed Muhammad Hossein Mousavi Bulat Khaertdinov Pedro Jeuris Enrique Hortal Davide Andreoletti | 2023/10/24 | |
The iBuddy experience: A digital simulation-based approach to enhance secondary school students’ privacy awareness | Educational technology research and development | Luca Botturi Tiffany Fioroni Chiara Beretta Davide Andreoletti Alessandro Ferrari | 2023/11/6 |
The Magic XRoom: A Flexible VR Platform for Controlled Emotion Elicitation and Recognition | Seyed Muhammad Hossein Mousavi Matteo Besenzoni Davide Andreoletti Achille Peternier Silvia Giordano | 2023/9 | |
Quantifying features’ contribution for ML-based quality-of-transmission estimation using explainable AI | Omran Ayoub Davide Andreoletti Sebastian Troia Silvia Giordano Andrea Bianco | 2022/9/18 | |
Sensor and Feature Selection for Lightweight Emotion Recognition on Resource-Constrained Smartwatches | Davide Andreoletti Omran Ayoub Achille Peternier Tiziano Leidi Silvia Giordano | 2022/9/12 | |
On the application of explainable artificial intelligence to lightpath QoT estimation | Omran Ayoub Andrea Bianco Davide Andreoletti Sebastian Troia Silvia Giordano | 2022/3/6 | |
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation | Journal of Optical Communications and Networking | Omran Ayoub Sebastian Troia Davide Andreoletti Andrea Bianco Massimo Tornatore | 2022/11/23 |
Playing for Privacy Awareness: Learning from a “Wow-Moment” with iBuddy | ECGBL 2022 16th European Conference on Game-Based Learning | Felipe Cardoso Davide Andreoletti Alessandro Ferrari Luca Botturi Tiffany Fioroni | 2022/10/6 |
The Virtual Emotion Loop: Towards Emotion-Driven Product Design via Virtual Reality | Proceedings of the 2021 Federated Conference on Computer Science and Information Systems | Davide Andreoletti Luca Luceri Achille Peternier Tiziano Leidi Silvia Giordano | 2021 |
A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks | Davide Andreoletti Cristina Rottondi Andrea Bianco Silvia Giordano | 2021/6/6 | |
A framework for emotion-driven product design through virtual reality | Davide Andreoletti Marco Paoliello Luca Luceri Tiziano Leidi Achille Peternier | 2021/9/2 | |
Network-based contact tracing for detection of covid-19 contagions: a privacy-preserving approach | IEEE Communications Magazine | Davide Andreoletti Omran Ayoub Silvia Giordano Giacomo Verticale Massimo Tornatore | 2021/9 |
Optimal Cache Deployment for Video-On-Demand in Optical Metro Edge Nodes under Limited Storage Capacity | Applied Sciences | Omran Ayoub Davide Andreoletti Francesco Musumeci Massimo Tornatore Achille Pattavina | 2020/3/13 |
Uprise-iot: User-centric privacy & security in the iot | Security and Privacy in the Internet of Things: Challenges and Solutions | JLH Ramos A Skarmeta | 2020/3/12 |
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