Roberto Saia - RankMe

60 papers B 1C 7Misc 2Journal 20Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Roadwatch: An Integrated Architecture for AI-Powered Surveillance and Anomaly Detection in Traffic Areas. CHIRA (2) Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Mirko Marras, Nicola Floris, Salvatore Carta
2025	—	`conf`	XAI-Driven Solutions to Enhance Safety for Limited-Mobility Road Users. IJCCI (3) Gianmarco Cherchi, Nicola Floris, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Riccardo Scateni
2024	J	`jnl`	CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis. Digit. Signal Process. Alessandro Sebastian Podda, Riccardo Balia, Livio Pompianu, Salvatore Carta, Gianni Fenu, Roberto Saia
2024	—	`conf`	EEG Biometrics with GAN Integration for Secure Smart City Data Access. CHIRA (1) Roberto Saia, Riccardo Balia, Alessandro Sebastian Podda, Livio Pompianu, Salvatore Carta, Alessia Pisu
2024	—	`conf`	Enhancing EEG-Based User Verification with a Normalized Neural Network Ensemble Approach. CHIRA (1) Roberto Saia, Riccardo Balia, Alessandro Sebastian Podda, Livio Pompianu, Salvatore Carta, Alessia Pisu
2024	Misc	`conf`	Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data. ITNAC Roberto Saia, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Livio Pompianu
2024	—	`conf`	HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation. UMAP (Adjunct Publication) Simone Balloccu, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Angelo Antonio Salatino
2024	Misc	`conf`	Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios. SAC Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia
2024	—	`conf`	RoadSense3D: A Framework for Roadside Monocular 3D Object Detection. UMAP (Adjunct Publication) Salvatore Carta, Modesto Castrillón Santana, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia, Marco Sau, Walter Zimmer
2023	—	`conf`	Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey. IntelliSys (2) Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
2023	—	`conf`	Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study. AI*IA Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia
2023	J	`jnl`	Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research. Neural Comput. Appl. Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
2022	C	`conf`	A Region-based Training Data Segmentation Strategy to Credit Scoring. SECRYPT Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
2022	—	`conf`	A comparison of audio-based deep learning methods for detecting anomalous road events. EUSPN/ICTH Riccardo Balia, Alessandro Giuliani, Leonardo Piano, Alessia Pisu, Roberto Saia, Nicola Sansoni
2022	C	`conf`	Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach. SECRYPT Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
2021	J	`jnl`	A Blockchain-Based Distributed Paradigm to Secure Localization Services. Sensors Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Diego Reforgiato Recupero, Gianni Fenu
2021	J	`jnl`	Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space. Prog. Artif. Intell. Salvatore Carta, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia
2021	—	`conf`	Decomposing Training Data to Improve Network Intrusion Detection Performance. KDIR Roberto Saia, Alessandro Sebastian Podda, Gianni Fenu, Riccardo Balia
2021	—	`conf`	From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution. KDIR Roberto Saia, Alessandro Giuliani, Livio Pompianu, Salvatore Carta
2021	J	`jnl`	Wireless Internet, Multimedia, and Artificial Intelligence: New Applications and Infrastructures. Future Internet Roberto Saia, Salvatore Carta, Olaf Bergmann
2020	—	`conf`	A Feature Space Transformation to Intrusion Detection Systems. KDIR Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu
2020	—	`conf`	A General Approach for Risk Controlled Trading Based on Machine Learning and Statistical Arbitrage. LOD (1) Salvatore Carta, Diego Reforgiato Recupero, Roberto Saia, Maria Madalina Stanciu
2020	J	`jnl`	A combined entropy-based approach for a proactive credit scoring. Eng. Appl. Artif. Intell. Salvatore Carta, Anselmo Ferreira, Diego Reforgiato Recupero, Marco Saia, Roberto Saia
2020	J	`jnl`	Analysis of a Consensus Protocol for Extending Consistent Subchains on the Bitcoin Blockchain. Comput. Riccardo Longo, Alessandro Sebastian Podda, Roberto Saia
2020	J	`jnl`	Dissecting Ponzi schemes on Ethereum: Identification, analysis, and impact. Future Gener. Comput. Syst. Massimo Bartoletti, Salvatore Carta, Tiziana Cimoli, Roberto Saia
2020	J	`jnl`	Popularity Prediction of Instagram Posts. Inf. Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Roberto Saia, Giovanni Usai
2019	—	`conf`	A Discretized Enriched Technique to Enhance Machine Learning Performance in Credit Scoring. KDIR Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Marco Saia
2019	—	`conf`	A Discretized Extended Feature Space (DEFS) Model to Improve the Anomaly Detection Performance in Network Intrusion Detection Systems. KDIR Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Maria Madalina Stanciu
2019	J	`jnl`	A Holistic Auto-Configurable Ensemble Machine Learning Strategy for Financial Trading. Comput. Salvatore Carta, Andrea Corriga, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia
2019	—	`conf`	A Supervised Multi-class Multi-label Word Embeddings Approach for Toxic Comment Classification. KDIR Salvatore Carta, Andrea Corriga, Riccardo Mulas, Diego Reforgiato Recupero, Roberto Saia
2019	C	`conf`	A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance. IC3K Salvatore Carta, Gianni Fenu, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia
2019	J	`jnl`	Evaluating the benefits of using proactive transformed-domain-based techniques in fraud detection tasks. Future Gener. Comput. Syst. Roberto Saia, Salvatore Carta
2019	J	`jnl`	Forecasting E-Commerce Products Prices by Combining an Autoregressive Integrated Moving Average (ARIMA) Model and Google Trends Data. Future Internet Salvatore Carta, Andrea Medda, Alessio Pili, Diego Reforgiato Recupero, Roberto Saia
2019	J	`jnl`	Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model. J. Inf. Secur. Appl. Salvatore Carta, Gianni Fenu, Diego Reforgiato Recupero, Roberto Saia
2019	—	`conf`	Internet of Entities (IoE): A Blockchain-based Distributed Paradigm for Data Exchange between Wireless-based Devices. SENSORNETS Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu
2018	—	`conf`	A Probabilistic-driven Ensemble Approach to Perform Event Classification in Intrusion Detection System. KDIR Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero
2018	—	`conf`	A Wavelet-based Data Analysis to Credit Scoring. ICDSP Roberto Saia, Salvatore Carta, Gianni Fenu
2018	J	`jnl`	Internet of Entities (IoE): a Blockchain-based Distributed Paradigm to Security. CoRR Roberto Saia
2018	C	`conf`	Unbalanced Data Classification in Fraud Detection by Introducing a Multidimensional Space Analysis. IoTBDS Roberto Saia
2017	B	`conf`	A Discrete Wavelet Transform Approach to Fraud Detection. NSS Roberto Saia
2017	C	`conf`	A Frequency-domain-based Pattern Mining for Credit Card Fraud Detection. IoTBDS Roberto Saia, Salvatore Carta
2017	—	`conf`	A fourier spectral pattern analysis to design credit scoring models. IML Roberto Saia, Salvatore Carta
2017	J	`jnl`	Dissecting Ponzi schemes on Ethereum: identification, analysis, and impact. CoRR Massimo Bartoletti, Salvatore Carta, Tiziana Cimoli, Roberto Saia
2017	C	`conf`	Evaluating Credit Card Transactions in the Frequency Domain for a Proactive Fraud Detection Approach. SECRYPT Roberto Saia, Salvatore Carta
2017	J	`jnl`	Popularity Does Not Always Mean Triviality: Introduction of Popularity Criteria to Improve the Accuracy of a Recommender System. J. Comput. Roberto Saia, Ludovico Boratto, Salvatore Carta
2017	J	`jnl`	Semantics-aware content-based recommender systems: Design and architecture guidelines. Neurocomputing Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
2016	—	`conf`	A Linear-dependence-based Approach to Design Proactive Credit Scoring Models. KDIR Roberto Saia, Salvatore Carta
2016	J	`jnl`	A semantic approach to remove incoherent items from a user profile and improve the accuracy of a recommender system. J. Intell. Inf. Syst. Roberto Saia, Ludovico Boratto, Salvatore Carta
2016	—	`conf`	An Entropy Based Algorithm for Credit Scoring. CONFENIS Roberto Saia, Salvatore Carta
2016	J	`jnl`	Binary sieves: Toward a semantic approach to user segmentation for behavioral targeting. Future Gener. Comput. Syst. Roberto Saia, Ludovico Boratto, Salvatore Carta, Gianni Fenu
2016	—	`conf`	Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items. ICDM Workshops Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
2016	—	`conf`	Exploiting the Evaluation Frequency of the Items to Enhance the Recommendation Accuracy. GSCIT Roberto Saia, Ludovico Boratto, Salvatore Carta
2016	—	`conf`	Improving the Accuracy of Latent-space-based Recommender Systems by Introducing a Cut-off Criterion. EnCHIReS@EICS Ludovico Boratto, Salvatore Carta, Roberto Saia
2016	C	`conf`	Introducing a Vector Space Model to Perform a Proactive Credit Scoring. IC3K Roberto Saia, Salvatore Carta
2016	—	`conf`	Representing Items as Word-Embedding Vectors and Generating Recommendations by Measuring their Linear Independence. RecSys Posters Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
2016	—	`—`	Similarity and diversity: two sides of the same coin in the evaluation of data streams. Roberto Saia
2016	J	`jnl`	Using neural word embeddings to model user behavior and detect user segments. Knowl. Based Syst. Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
2015	—	`conf`	A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising. BigData Congress Roberto Saia, Ludovico Boratto, Salvatore Carta
2015	—	`conf`	Multiple Behavioral Models: A Divide and Conquer Strategy to Fraud Detection in Financial Data Streams. KDIR Roberto Saia, Ludovico Boratto, Salvatore Carta
2014	—	`conf`	Semantic Coherence-based User Profile Modeling in the Recommender Systems Context. KDIR Roberto Saia, Ludovico Boratto, Salvatore Carta