🇮🇹 Alcune delle slide e dei poster presentati a conferenze internazionali, in ordine cronologico inverso.
🇬🇧 A selection of the slides and posters presented at international conferences, in reverse chronological order.
23 slide · 6 poster · 2014–2026
2026
Roadwatch: Leveraging AI and Configurable Rules for Real-Time Traffic Anomaly Detection on Existing Camera Infrastructures
ICCSIT 2026 — 19th International Conference on Computer Science and Information Technology
25–27 September 2026 · Paris, France
2025
Roadwatch: An Integrated Architecture for AI-Powered Surveillance and Anomaly Detection in Traffic Areas
CHIRA 2025 — 9th International Conference on Computer-Human Interaction Research and Applications
20–21 October 2025 · Marbella, Spain
2024
Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data
ITNAC 2024 — 34th IEEE International Telecommunication Networks and Applications Conference
27–29 November 2024 · Sydney, Australia
Enhancing EEG-Based User Verification with a Normalized Neural Network Ensemble Approach
CHIRA 2024 — 8th International Conference on Computer-Human Interaction Research and Applications
21–22 November 2024 · Porto, Portugal
EEG Biometrics with GAN Integration for Secure Smart City Data Access
CHIRA 2024 — 8th International Conference on Computer-Human Interaction Research and Applications
21–22 November 2024 · Porto, Portugal
2021
From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution
KDIR 2021 — 13th International Conference on Knowledge Discovery and Information Retrieval
25–27 October 2021 · Online
Decomposing Training Data to Improve Network Intrusion Detection Performance
KDIR 2021 — 13th International Conference on Knowledge Discovery and Information Retrieval
25–27 October 2021 · Online
2020
A Feature Space Transformation to Intrusion Detection Systems
KDIR 2020 — 12th International Conference on Knowledge Discovery and Information Retrieval
Online
2019
A Discretized Extended Feature Space (DEFS) Model to Improve the Anomaly Detection Performance in Network Intrusion Detection Systems
KDIR 2019 — 11th International Conference on Knowledge Discovery and Information Retrieval
17–19 September 2019 · Vienna, Austria
A Discretized Enriched Technique to Enhance Machine Learning Performance in Credit Scoring
KDIR 2019 — 11th International Conference on Knowledge Discovery and Information Retrieval
17–19 September 2019 · Vienna, Austria
A Supervised Multi-class Multi-label Word Embeddings Approach for Toxic Comment Classification
KDIR 2019 — 11th International Conference on Knowledge Discovery and Information Retrieval
17–19 September 2019 · Vienna, Austria
Internet of Entities (IoE): a Blockchain-based Distributed Paradigm for Data Exchange Between Wireless-based Devices
SENSORNETS 2019 — 8th International Conference on Sensor Networks
Prague, Czech Republic
2018
Exploiting Wavelet Analysis in Fraud Detection Process
GARR 2018 — GARR Conference – Data (R)evolution: Cybersecurity and AI Session
3–5 October 2018 · Cagliari, Italy
A Probabilistic-driven Ensemble Approach to Perform Event Classification in Intrusion Detection System
KDIR 2018 — 10th International Conference on Knowledge Discovery and Information Retrieval
Seville, Spain
Proactivity or Retroactivity? Evaluating the Benefits of Using Proactive Transformed-domain-based Techniques in Fraud Detection Tasks
IoTBDS 2018 — 3rd International Conference on Internet of Things, Big Data and Security – High Quality Journal Forum
19–21 March 2018 · Funchal, Madeira, Portugal
Unbalanced Data Classification in Fraud Detection by Introducing a Multidimensional Space Analysis
IoTBDS 2018 — 3rd International Conference on Internet of Things, Big Data and Security
19–21 March 2018 · Funchal, Madeira, Portugal
A Wavelet-based Data Analysis to Credit Scoring
ICDSP 2018 — 2nd International Conference on Digital Signal Processing
25–27 February 2018 · Tokyo, Japan
2017
A Fourier Spectral Pattern Analysis to Design Credit Scoring Models
IML 2017 — International Conference on Internet of Things and Machine Learning
17–18 October 2017 · Liverpool, United Kingdom
A Discrete Wavelet Transform Approach to Fraud Detection
NSS 2017 — 11th International Conference on Network and System Security – SMCN Workshop
21–23 August 2017 · Helsinki, Finland
Evaluating Credit Card Transactions in the Frequency Domain for a Proactive Fraud Detection Approach
SECRYPT 2017 — 14th International Conference on Security and Cryptography
24–26 July 2017 · Madrid, Spain
A Frequency-domain-based Pattern Mining for Credit Card Fraud Detection
IoTBDS 2017 — 2nd International Conference on Internet of Things, Big Data and Security
24–26 April 2017 · Porto, Portugal
2016
An Entropy Based Algorithm for Credit Scoring
CONFENIS 2016 — International Conference on Research and Practical Issues of Enterprise Information Systems
13–14 December 2016 · Vienna, Austria
A Linear-dependence-based Approach to Design Proactive Credit Scoring Models
KDIR 2016 — 8th International Conference on Knowledge Discovery and Information Retrieval
9–11 November 2016 · Porto, Portugal
2015
Popularity Does Not Always Mean Triviality: Introduction of Popularity Criteria to Improve the Accuracy of a Recommender System
ICCSIT 2015 — 8th International Conference on Computer Science and Information Technology
10–11 December 2015 · Amsterdam, Netherlands
Multiple Behavioral Models: a Divide and Conquer Strategy to Fraud Detection in Financial Data Streams
KDIR 2015 — 7th International Conference on Knowledge Discovery and Information Retrieval
Lisbon, Portugal
Exploiting the Evaluation Frequency of the Items to Enhance the Recommendation Accuracy
ICCAT 2015 — International Conference on Computer Applications & Technology
5–7 November 2015 · Rome, Italy
A New Perspective on Recommender Systems: a Class Path Information Model
SAI 2015 — Science and Information Conference
28–30 July 2015 · London, United Kingdom
A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising
IEEE BigData Congress 2015 — 4th IEEE International Congress on Big Data
27 June – 2 July 2015 · New York, USA
2014
Semantic Coherence-based User Profile Modeling in the Recommender Systems Context
KDIR 2014 — 6th International Conference on Knowledge Discovery and Information Retrieval
21–24 October 2014 · Rome, Italy