Vincenzo Dentamaro

52 papers B 1Journal 26Unranked 23
YearRankTypeTitle / Venue / Authors
2026 — conf
Architecture-Agnostic Curriculum Learning for Document Understanding: Empirical Evidence from Text-Only and Multimodal Paradigms.
ICAART (1)
Mohammed Hamdan, Vincenzo Dentamaro, Giuseppe Pirlo, Mohamed Cheriet
2026 J jnl
Architecture-Agnostic Curriculum Learning for Document Understanding: Empirical Evidence from Text-Only and Multimodal.
CoRR
Mohammed Hamdan, Vincenzo Dentamaro, Giuseppe Pirlo, Mohamed Cheriet
2026 J jnl
Safety in Smart Cities - Automatic Recognition of Dangerous Driving Styles.
Inf.
Vincenzo Dentamaro, Lorenzo Di Maggio, Stefano Galantucci, Donato Impedovo, Giuseppe Pirlo
2025 J jnl
An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular Data.
IEEE Trans. Neural Networks Learn. Syst.
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo, Marco Di Ciano
2025 J jnl
EVolutionary Independent DEtermiNistiC Explanation.
CoRR
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
2025 J jnl
EVolutionary independent DEtermiNistiC explanation.
Eng. Appl. Artif. Intell.
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
2025 J jnl
FOBICS: Assessing project security level through a metrics framework that evaluates DevSecOps performance.
Inf. Softw. Technol.
Alessandro Caniglia, Vincenzo Dentamaro, Stefano Galantucci, Donato Impedovo
2025 J jnl
LightAudioCNN: a novel deep neural network for audio-based parkinson's disease recognition and subtype differentiation.
Pattern Anal. Appl.
Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo
2025 J jnl
MUPAX: Multidimensional Problem Agnostic eXplainable AI.
CoRR
Vincenzo Dentamaro, Felice Franchini, Giuseppe Pirlo, Irina Voiculescu
2025 J jnl
SIEVE: Generating a cybersecurity log dataset collection for SIEM event classification.
Comput. Networks
Pierpaolo Artioli, Vincenzo Dentamaro, Stefano Galantucci, Alessio Magrì, Gianluca Pellegrini, Gianfranco Semeraro
2025 J jnl
Scaling Attention to Very Long Sequences in Linear Time with Wavelet-Enhanced Random Spectral Attention (WERSA).
CoRR
Vincenzo Dentamaro
2024 — conf
Assessing and Comparing Free Large Language Models' Responses to a Clinical Case: Accuracy, Safety, and Reliability.
CIBB
Elena Sblendorio, Alessio Lo Cascio, Daniele Napolitano, Francesco Germini, Vincenzo Dentamaro, Michela Piredda, Giancarlo Cicolini
2024 J jnl
Automatic decision tree-based NIDPS ruleset generation for DoS/DDoS attacks.
J. Inf. Secur. Appl.
Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
2024 — conf
Decision-Level Fusion for the Early Dementia Identification by Hand-Writing and -Drawing.
MetroXRAINE
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
2024 — conf
Explainable Gait Analysis for Early Detection of Neurodegenerative Diseases Using Unsupervised Clustering Techniques.
MetroXRAINE
Vincenzo Dentamaro, Felice Franchini, Ignazio Massaro, Luca Musti, Giuseppe Pirlo, Elena Sblendorio
2024 J jnl
Human activity recognition with smartphone-integrated sensors: A survey.
Expert Syst. Appl.
Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo, Fabio Manca
2024 J jnl
Integrating human expertise & automated methods for a dynamic and multi-parametric evaluation of large language models' feasibility in clinical decision-making.
Int. J. Medical Informatics
Elena Sblendorio, Vincenzo Dentamaro, Alessio Lo Cascio, Francesco Germini, Michela Piredda, Giancarlo Cicolini
2024 J jnl
PROGESI: A PROxy Grammar to Enhance Web Application Firewall for SQL Injection Prevention.
IEEE Access
Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
2023 — conf
A benchmarking study of deep learning techniques applied for breath analysis.
DSTNDS
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Luigi A. Moretti, Giuseppe Pirlo, Elena Sblendorio
2023 J jnl
AI and Non AI Assessments for Dementia.
CoRR
Mahboobeh Parsapoor, Hamed Ghodrati, Vincenzo Dentamaro, Christopher R. Madan, Ioulietta Lazarou, Spiros Nikolopoulos, Ioannis Kompatsiaris
2023 — conf
An Approach using transformer architecture for emotion recognition through Electrocardiogram Signal(s).
DSTNDS
Vincenzo Dentamaro, Donato Impedovo, Luigi A. Moretti, Giuseppe Pirlo, Prem K. Suresh
2023 J jnl
An innovative two-stage algorithm to optimize Firewall rule ordering.
Comput. Secur.
Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
2023 — conf
BOOGIE: A New Blockchain Application for Health Certificate Security.
WorldCIST (4)
Vito Nicola Convertini, Vincenzo Dentamaro, Donato Impedovo, Ugo Lopez, Michele Scalera, Andrea Viccari
2023 — conf
Fall Detection with LSTM and Attention Mechanism.
WAMWB@MobileHCI
Francesco Castro, Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo
2023 — conf
Matching Knowledge Supply and Demand of Expertise: A Case Study by Patent Analysis.
WorldCIST (4)
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Davide Veneto
2023 J jnl
Multi-speed transformer network for neurodegenerative disease assessment and activity recognition.
Comput. Methods Programs Biomed.
Mohamed Cheriet, Vincenzo Dentamaro, Mohammed Hamdan, Donato Impedovo, Giuseppe Pirlo
2023 — conf
Next Activity Prediction and Elapsed Time Prediction on Process Dataset.
Ital-IA
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
2023 — ed.
Proceedings of the Workshop on Data Science Techniques for Datasets on Mental and Neurodegenerative Disorders co-located with SDS23 IEEE Swiss Conference on Data Science(IEEESDS'23), Zürich, Switzerland , June 22, 2023.
DSTNDS
Vincenzo Dentamaro, Mah Parsa, Lauren Erdman
2023 J jnl
YAMME: a YAra-byte-signatures Metamorphic Mutation Engine.
IEEE Trans. Inf. Forensics Secur.
Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
2022 — conf
A Novel Genetic Algorithm Approach for Firewall Policy Optimization.
ITASEC
Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Donato Impedovo, Antonio Maci
2022 J jnl
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath.
Pattern Recognit.
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Luigi Moretti, Giuseppe Pirlo
2022 — conf
Comparing Artificial Intelligence Algorithms in Computer Vision: The Weapon Detection Benchmark.
ICPRAI (1)
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
2022 — conf
Human Description in the Wild: Description of the Scene with Ensembles of AI Models.
S+SSPR
Vincenzo Dentamaro, Vincenzo Gattulli, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
2022 J jnl
Human Gait Analysis in Neurodegenerative Diseases: A Review.
IEEE J. Biomed. Health Informatics
Grazia Cicirelli, Donato Impedovo, Vincenzo Dentamaro, Roberto Marani, Giuseppe Pirlo, Tiziana D'Orazio
2021 — conf
A Case Study of Navigation System Assistance with Safety Purposes in the Context of Covid-19 Pandemic.
INTERACT (5)
Stefano Galantucci, Paolo Giglio, Vincenzo Dentamaro, Giuseppe Pirlo
2021 J jnl
A comparative study of shallow learning and deep transfer learning techniques for accurate fingerprints vitality detection.
Pattern Recognit. Lett.
Donato Impedovo, Vincenzo Dentamaro, Giacomo Abbattista, Vincenzo Gattulli, Giuseppe Pirlo
2021 — conf
AI-Based Clinical Decision Support Tool on Mobile Devices for Neurodegenerative Diseases.
INTERACT (1)
Annamaria Demarinis Loiotile, Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo
2021 — conf
Benchmarking of Shallow Learning and Deep Learning Techniques with Transfer Learning for Neurodegenerative Disease Assessment Through Handwriting.
ICDAR Workshops (2)
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
2021 — conf
Ensemble Consensus: An Unsupervised Algorithm for Anomaly Detection in Network Security data.
ITASEC
Vincenzo Dentamaro, Vito Nicola Convertini, Stefano Galantucci, Paolo Giglio, Tonino Palmisano, Giuseppe Pirlo
2021 — conf
Indoor Localization With Bluetooth: a Framework for Modelling Errors in AoA and RSSI.
IPIN-WiP
Pietro Boccadoroa, Domenico Colucci, Vincenzo Dentamaro, Laura Notarangelo, Giangiuseppe Tateo
2021 J jnl
Sit-to-Stand Test for Neurodegenerative Diseases Video Classification.
Int. J. Pattern Recognit. Artif. Intell.
Vito Nicola Convertini, Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
2020 J jnl
A Controlled Benchmark of Video Violence Detection Techniques.
Inf.
Vito Nicola Convertini, Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella
2020 — conf
An Analysis of Tasks and Features for Neuro-Degenerative Disease Assessment by Handwriting.
ICPR Workshops (1)
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
2020 — conf
Double Deep Q Network with In-Parallel Experience Generator.
EAIS
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Giacomo Abbattista, Vincenzo Gattulli
2020 B conf
Fall Detection by Human Pose Estimation and Kinematic Theory.
ICPR
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
2020 J jnl
Gait Analysis for Early Neurodegenerative Diseases Classification Through the Kinematic Theory of Rapid Human Movements.
IEEE Access
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
2020 — ch.
Investigating the Sigma-Lognormal Model for Disease Classification by Handwriting.
The Lognormality Principle
Donato Impedovo, Giuseppe Pirlo, Fabrizio Balducci, Vincenzo Dentamaro, Lucia Sarcinella, Gennaro Vessio
2020 — conf
Sit-to-Stand Test for Neurodegenerative Diseases Video Classification.
ICPRAI
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
2020 — conf
Vertex Feature Classification (VFC).
EAIS
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Alessandro Massaro
2019 — conf
Real-Time Neurodegenerative Disease Video Classification with Severity Prediction.
ICIAP (2)
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
2019 J jnl
Vehicular Traffic Congestion Classification by Visual Features and Deep Learning Approaches: A Comparison.
Sensors
Donato Impedovo, Fabrizio Balducci, Vincenzo Dentamaro, Giuseppe Pirlo
2018 J jnl
LICIC: Less Important Components for Imbalanced Multiclass Classification.
Inf.
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo