Alessio Martino

49 papers B 12C 7Misc 1Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
The Agentic Kill Chain: A Cognitive Threat Framework for Autonomous Agent Ecosystems.
ITASEC/SERICS
Giorgio Piccardo, Giuseppe F. Italiano, Alessio Martino
2025 B conf
2025: A GPT Odyssey. Deconstructing Intelligence by Gradual Dissolution of a Transformer.
IJCNN
Enrico De Santis, Alessio Martino, Edoardo Bruno, Antonello Rizzi
2025 J jnl
From Bag-of-Words to Transformers: A Comparative Study for Text Classification in Healthcare Discussions in Social Media.
IEEE Trans. Emerg. Top. Comput. Intell.
Enrico De Santis, Alessio Martino, Francesca Ronci, Antonello Rizzi
2025 Misc conf
Invited Paper: Security and Privacy in Large Language and Foundation Models: A Survey on GenAI Attacks.
ICDCIT
Giuseppe Francesco Italiano, Alessio Martino, Giorgio Piccardo
2025 B conf
LSTM in Recursive Feedback Loops: A Study on Textual Evolution and Complexity.
IJCNN
Enrico De Santis, Alessio Martino, Francesca Ronci, Antonello Rizzi
2024 J jnl
Blockchain Technology and Its Potential to Benefit Public Services Provision: A Short Survey.
Future Internet
Giorgio Piccardo, Lorenzo Conti, Alessio Martino
2024 J jnl
Human Versus Machine Intelligence: Assessing Natural Language Generation Models Through Complex Systems Theory.
IEEE Trans. Pattern Anal. Mach. Intell.
Enrico De Santis, Alessio Martino, Antonello Rizzi
2023 B conf
A Comparison of Neural Word Embedding Language Models for Classifying Social Media Users in the Healthcare Context.
IJCNN
Enrico De Santis, Alessio Martino, Francesca Ronci, Antonello Rizzi
2023 J jnl
An Unsupervised Graph-Based Approach for Detecting Relevant Topics: A Case Study on the Italian Twitter Cohort during the Russia-Ukraine Conflict.
Inf.
Enrico De Santis, Alessio Martino, Francesca Ronci, Antonello Rizzi
2023 J jnl
Exploratory approach for network behavior clustering in LoRaWAN.
J. Ambient Intell. Humaniz. Comput.
Domenico Garlisi, Alessio Martino, Jad Zouwayhed, Reza Pourrahim, Francesca Cuomo
2023 J jnl
On Information Granulation via Data Filtering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study.
SN Comput. Sci.
Alessio Martino, Enrico De Santis, Antonello Rizzi
2022 B conf
A Granular Computing Approach for Multi-Labelled Sequences Classification in IEEE 802.11 Networks.
IJCNN
Giuseppe Granato, Alessio Martino, Antonello Rizzi
2022 J jnl
A Multi-objective Optimization Approach for the Synthesis of Granular Computing-Based Classification Systems in the Graph Domain.
SN Comput. Sci.
Luca Baldini, Alessio Martino, Antonello Rizzi
2022 J jnl
A class-specific metric learning approach for graph embedding by information granulation.
Appl. Soft Comput.
Luca Baldini, Alessio Martino, Antonello Rizzi
2022 B conf
A statistical framework for labeling unlabelled data: a case study on anomaly detection in pressurization systems for high-speed railway trains.
IJCNN
Enrico De Santis, Francesco Arnò, Alessio Martino, Antonello Rizzi
2022 J jnl
Intrusion Detection in Wi-Fi Networks by Modular and Optimized Ensemble of Classifiers: An Extended Analysis.
SN Comput. Sci.
Giuseppe Granato, Alessio Martino, Luca Baldini, Antonello Rizzi
2022 J jnl
Multifractal Characterization and Modeling of Blood Pressure Signals.
Algorithms
Enrico De Santis, Parisa Naraei, Alessio Martino, Alireza Sadeghian, Antonello Rizzi
2022 J jnl
On Information Granulation via Data Clustering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study.
Algorithms
Alessio Martino, Luca Baldini, Antonello Rizzi
2022 J jnl
On component-wise dissimilarity measures and metric properties in pattern recognition.
PeerJ Comput. Sci.
Enrico De Santis, Alessio Martino, Antonello Rizzi
2021 J jnl
An Enhanced Filtering-Based Information Granulation Procedure for Graph Embedding and Classification.
IEEE Access
Alessio Martino, Antonello Rizzi
2021 B conf
Dynamic Ensemble Inference at the Edge.
GLOBECOM
Mattia Merluzzi, Alessio Martino, Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa
2021 C conf
Relaxed Dissimilarity-based Symbolic Histogram Variants for Granular Graph Embedding.
IJCCI
Luca Baldini, Alessio Martino, Antonello Rizzi
2020 J jnl
(Hyper)graph Kernels over Simplicial Complexes.
Entropy
Alessio Martino, Antonello Rizzi
2020 J jnl
A Novel Algorithm for Online Inexact String Matching and its FPGA Implementation.
Cogn. Comput.
Alessandro Cinti, Filippo Maria Bianchi, Alessio Martino, Antonello Rizzi
2020 J jnl
A generalized framework for ANFIS synthesis procedures by clustering techniques.
Appl. Soft Comput.
Stefano Leonori, Alessio Martino, Massimiliano Luzi, Fabio Massimo Frattale Mascioli, Antonello Rizzi
2020 B conf
An Ecology-based Index for Text Embedding and Classification.
IJCNN
Alessio Martino, Enrico De Santis, Antonello Rizzi
2020 J jnl
An Infoveillance System for Detecting and Tracking Relevant Topics From Italian Tweets During the COVID-19 Event.
IEEE Access
Enrico De Santis, Alessio Martino, Antonello Rizzi
2020 C conf
Complexity vs. Performance in Granular Embedding Spaces for Graph Classification.
IJCCI
Luca Baldini, Alessio Martino, Antonello Rizzi
2020 — ch.
Data Mining by Evolving Agents for Clusters Discovery and Metric Learning.
Neural Advances in Processing Nonlinear Dynamic Signals
Alessio Martino, Mauro Giampieri, Massimiliano Luzi, Antonello Rizzi
2020 B conf
Exploiting Cliques for Granular Computing-based Graph Classification.
IJCNN
Luca Baldini, Alessio Martino, Antonello Rizzi
2020 C conf
Intrusion Detection in Wi-Fi Networks by Modular and Optimized Ensemble of Classifiers.
IJCCI
Giuseppe Granato, Alessio Martino, Luca Baldini, Antonello Rizzi
2020 J jnl
Metabolic networks classification and knowledge discovery by information granulation.
Comput. Biol. Chem.
Alessio Martino, Alessandro Giuliani, Virginia Todde, Mariano Bizzarri, Antonello Rizzi
2020 J jnl
Modelling and Recognition of Protein Contact Networks by Multiple Kernel Learning and Dissimilarity Representations.
Entropy
Alessio Martino, Enrico De Santis, Alessandro Giuliani, Antonello Rizzi
2020 B conf
On the Optimization of Embedding Spaces via Information Granulation for Pattern Recognition.
IJCNN
Alessio Martino, Fabio Massimo Frattale Mascioli, Antonello Rizzi
2020 — —
Pattern recognition techniques for modelling complex systems in non-metric domains.
Alessio Martino
2020 J jnl
Predicting LoRaWAN Behavior: How Machine Learning Can Help.
Comput.
Francesca Cuomo, Domenico Garlisi, Alessio Martino, Antonio Martino
2020 J jnl
Supervised machine learning techniques and genetic optimization for occupational diseases risk prediction.
Soft Comput.
Antonio Di Noia, Alessio Martino, Paolo Montanari, Antonello Rizzi
2019 J jnl
(Hyper)Graph Embedding and Classification via Simplicial Complexes.
Algorithms
Alessio Martino, Alessandro Giuliani, Antonello Rizzi
2019 — conf
A Clustering Approach for Profiling LoRaWAN IoT Devices.
AmI
Jacopo Maria Valtorta, Alessio Martino, Francesca Cuomo, Domenico Garlisi
2019 J jnl
ANFIS Microgrid Energy Management System Synthesis by Hyperplane Clustering Supported by Neurofuzzy Min-Max Classifier.
IEEE Trans. Emerg. Top. Comput. Intell.
Stefano Leonori, Alessio Martino, Fabio Massimo Frattale Mascioli, Antonello Rizzi
2019 C conf
Calibration Techniques for Binary Classification Problems: A Comparative Analysis.
IJCCI
Alessio Martino, Enrico De Santis, Luca Baldini, Antonello Rizzi
2019 C conf
Stochastic Information Granules Extraction for Graph Embedding and Classification.
IJCCI
Luca Baldini, Alessio Martino, Antonello Rizzi
2018 B conf
Dissimilarity Space Representations and Automatic Feature Selection for Protein Function Prediction.
IJCNN
Enrico De Santis, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
2018 B conf
Distance Matrix Pre-Caching and Distributed Computation of Internal Validation Indices in k-medoids Clustering.
IJCNN
Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
2018 B conf
Supervised Approaches for Protein Function Prediction by Topological Data Analysis.
IJCNN
Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
2017 C conf
ANFIS Synthesis by Clustering for Microgrids EMS Design.
IJCCI
Stefano Leonori, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
2017 — conf
Efficient Approaches for Solving the Large-Scale k-Medoids Problem: Towards Structured Data.
IJCCI (Selected Papers)
Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
2017 C conf
Efficient Approaches for Solving the Large-Scale k-medoids Problem.
IJCCI
Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
2017 — conf
Supervised Approaches for Function Prediction of Proteins Contact Networks from Topological Structure Information.
SCIA (1)
Alessio Martino, Enrico Maiorino, Alessandro Giuliani, Mauro Giampieri, Antonello Rizzi