Publications

2026

• A Multiple User Cryptography Approach Using a One-Time User Key Model and a (1, n) Threshold Polynomial Secret Sharing
  Alessandro Caniglia, Felice Franchini, Stefano Galantucci, Giuseppe Pirlo, Gianfranco Semeraro
  Cryptogr. 10[2]
  DOI: 10.3390/CRYPTOGRAPHY10020026
  
• Improving robustness and explainability of PE malware classifiers using GAN-Generated Synthetic Adversarial examples
  Malik Al-Essa, Felice Franchini, Stefano Galantucci, Muhammad Imran, Giuseppe Pirlo
  Cybersecur. 9[1]: 169
  DOI: 10.1186/S42400-026-00600-8
  
• Safety in Smart Cities - Automatic Recognition of Dangerous Driving Styles
  Vincenzo Dentamaro, Lorenzo Di Maggio, Stefano Galantucci, Donato Impedovo, Giuseppe Pirlo
  Inf. 17[1]: 44
  DOI: 10.3390/INFO17010044
  
• DeepDect: an explainable AI platform for face swapping and face generation DeepFake detection
  Francesco Castro, Vincenzo Gattulli, Donato Impedovo, Alessia Monaco
  Multim. Tools Appl. 85[5]: 500
  DOI: 10.1007/S11042-026-21672-1
  
• Architecture-Agnostic Curriculum Learning for Document Understanding: Empirical Evidence from Text-Only and Multimodal Paradigms
  Mohammed Hamdan, Vincenzo Dentamaro, Giuseppe Pirlo, Mohamed Cheriet
  ICAART 2026: 694-703
  DOI: 10.5220/0014655300004052
  
• Architecture-Agnostic Curriculum Learning for Document Understanding: Empirical Evidence from Text-Only and Multimodal
  Mohammed Hamdan, Vincenzo Dentamaro, Giuseppe Pirlo, Mohamed Cheriet
  CoRR abs/2602.21225
  DOI: 10.48550/ARXIV.2602.21225
  

2025

• SIEVE: Generating a cybersecurity log dataset collection for SIEM event classification
  Pierpaolo Artioli, Vincenzo Dentamaro, Stefano Galantucci, Alessio Magrì, Gianluca Pellegrini, Gianfranco Semeraro
  Comput. Networks 266: 111330
  DOI: 10.1016/J.COMNET.2025.111330
  
• CNN-AutoMIC: Combining convolutional neural network and autoencoder to learn non-linear features for KNN-based malware image classification
  Simone Andriani, Stefano Galantucci, Andrea Iannacone, Antonio Maci, Giuseppe Pirlo
  Comput. Secur. 156: 104507
  DOI: 10.1016/J.COSE.2025.104507
  
• EVolutionary independent DEtermiNistiC explanation
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
  Eng. Appl. Artif. Intell. 156: 111008
  DOI: 10.1016/J.ENGAPPAI.2025.111008
  
• CARIOCA: prioritizing the use of IoC by threats assessment shared on the MISP platform
  Piero Delvecchio, Stefano Galantucci, Andrea Iannacone, Giuseppe Pirlo
  Int. J. Inf. Sec. 24[2]: 98
  DOI: 10.1007/S10207-025-01006-2
  
• FOBICS: Assessing project security level through a metrics framework that evaluates DevSecOps performance
  Alessandro Caniglia, Vincenzo Dentamaro, Stefano Galantucci, Donato Impedovo
  Inf. Softw. Technol. 178: 107605
  DOI: 10.1016/J.INFSOF.2024.107605
  
• What Time Is It? Finding Which Temporal Features is More Useful for Next Activity Prediction
  Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo, Gianfranco Semeraro
  IEEE Open J. Comput. Soc. 6: 261-271
  DOI: 10.1109/OJCS.2024.3519815
  
• An Efficient and Privacy-Preserving Federated Learning Approach Based on Homomorphic Encryption
  Francesco Castro, Donato Impedovo, Giuseppe Pirlo
  IEEE Open J. Comput. Soc. 6: 336-347
  DOI: 10.1109/OJCS.2025.3536562
  
• LightAudioCNN: a novel deep neural network for audio-based parkinson's disease recognition and subtype differentiation
  Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo
  Pattern Anal. Appl. 28[4]: 185
  DOI: 10.1007/S10044-025-01524-8
  
• Process mining applications in healthcare: a systematic literature review
  Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo, Gianfranco Semeraro
  PeerJ Comput. Sci. 11: e2613
  DOI: 10.7717/PEERJ-CS.2613
  
• Human Activity Recognition Using Smartphone Sensors: Focusing on Fall Detection with the UNIBA Dataset
  Vincenzo Gattulli, Donato Impedovo, Antonio Piccinno, Giuseppe Pirlo
  SN Comput. Sci. 6[6]: 640
  DOI: 10.1007/S42979-025-04187-8
  
• An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular Data
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo, Marco Di Ciano
  IEEE Trans. Neural Networks Learn. Syst. 36[4]: 6995-7009
  DOI: 10.1109/TNNLS.2024.3392355
  
• MAGICIAN: Malware classification Approach through Generation Image using a Conditional and wassersteIn generative Adversarial Network variants
  Stefano Galantucci, Andrea Iannacone, Giuseppe Pirlo, Lucia Sarcinella, Alessandro Stamerra
  ICAIC 2025: 1-7
  DOI: 10.1109/ICAIC63015.2025.10848615
  
• The BullyBuster Research Center: a multidisciplinary approach to digital and social violence
  Giulia Orrù, Guido Colaiacovo, Sara Concas, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Wanda Nocerino, Angela Procaccino, Giovanni Puglisi, Lucia Sarcinella, Enrico Santoro, Grazia Terrone, Alessandro Valenti, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
  Ital-IA 2025
  
• EVolutionary Independent DEtermiNistiC Explanation
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
  CoRR abs/2501.16357
  DOI: 10.48550/ARXIV.2501.16357
  
• MUPAX: Multidimensional Problem Agnostic eXplainable AI
  Vincenzo Dentamaro, Felice Franchini, Giuseppe Pirlo, Irina Voiculescu
  CoRR abs/2507.13090
  DOI: 10.48550/ARXIV.2507.13090
  

2024

• PROGESI: A PROxy Grammar to Enhance Web Application Firewall for SQL Injection Prevention
  Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
  IEEE Access 12: 107689-107703
  DOI: 10.1109/ACCESS.2024.3438092
  
• Human activity recognition with smartphone-integrated sensors: A survey
  Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo, Fabio Manca
  Expert Syst. Appl. 246: 123143
  DOI: 10.1016/J.ESWA.2024.123143
  
• Discrete Fourier Transform in Unmasking Deepfake Images: A Comparative Study of StyleGAN Creations
  Vito Nicola Convertini, Donato Impedovo, Ugo Lopez, Giuseppe Pirlo, Gioacchino Sterlicchio
  Inf. 15[11]: 711
  DOI: 10.3390/INFO15110711
  
• Automatic decision tree-based NIDPS ruleset generation for DoS/DDoS attacks
  Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
  J. Inf. Secur. Appl. 82: 103736
  DOI: 10.1016/J.JISA.2024.103736
  
• A Hybrid Protection Scheme for the Gait Analysis in Early Dementia Recognition
  Francesco Castro, Donato Impedovo, Giuseppe Pirlo
  Sensors 24[1]: 24
  DOI: 10.3390/S24010024
  
• Analyzing Cyberaggression: Comparative Model Performance on Social Media Comments with Italian Dataset
  Vincenzo Gattulli, Donato Impedovo, Alessia Monaco, Lucia Sarcinella
  HCAIep 2024: 15-21
  DOI: 10.1145/3701268.3701270
  
• Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile
  Stefania Bello, Alessia Monaco, Luca Musti, Giuseppe Pirlo, Gianfranco Semeraro
  ICPRAM 2024: 961-968
  DOI: 10.5220/0012567500003654
  
• A Federated Learning System with Biometric Medical Image Authentication for Alzheimer's Diagnosis
  Francesco Castro, Donato Impedovo, Giuseppe Pirlo
  ICPRAM 2024: 951-960
  DOI: 10.5220/0012550200003654
  
• Handwriting Detection Test (HWDT): Android Application for the Recognition of Neurodegenerative Diseases
  Giacomo F. P. Cuccovillo, Donato Impedovo, Alessia Monaco, Giuseppe Pirlo, Gianfranco Semeraro, Davide Veneto
  ICPRAM 2024: 985-994
  DOI: 10.5220/0012593600003654
  
• A Novel Multi-Speed Dilated Convolutional Deep Neural Network Architecture for Meteorological Forecasting
  Donato Impedovo, Vincenzo Gattulli, Lucia Sarcinella, Davide Veneto, Giuseppe Satalino, Anna Balenzano, Francesco P. Lovergine, Cinzia Albertini, Davide Palmisano, Francesco Mattia, Sergio Ruggieri, Pasquale Garofalo, Michele Rinaldi, Vito Iacobellis, Andrea Gioia, Luigi Nardella, Michele Di Cataldo, Nicoletta Noviello, Rocchina Guarini, Maria Virelli, Paolo Sacco, Deodato Tapete
  IHTC 2024: 1-7
  DOI: 10.1109/IHTC61819.2024.10855081
  
• Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach
  Giulia Orrù, Vincenzo Gattulli, Guido Colaiacovo, Stefano Marrone, Giovanni Puglisi, Lucia Sarcinella, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
  Ital-IA 2024: 188-193
  
• Explainable Gait Analysis for Early Detection of Neurodegenerative Diseases Using Unsupervised Clustering Techniques
  Vincenzo Dentamaro, Felice Franchini, Ignazio Massaro, Luca Musti, Giuseppe Pirlo, Elena Sblendorio
  MetroXRAINE 2024: 861-866
  DOI: 10.1109/METROXRAINE62247.2024.10796727
  
• Decision-Level Fusion for the Early Dementia Identification by Hand-Writing and -Drawing
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
  MetroXRAINE 2024: 843-848
  DOI: 10.1109/METROXRAINE62247.2024.10796523
  
• Dynamically enhanced static handwriting representation for Parkinson's disease detection
  Moisés Díaz, Miguel Ángel Ferrer, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
  CoRR abs/2405.13438
  DOI: 10.48550/ARXIV.2405.13438
  
• A Perspective Analysis of Handwritten Signature Technology
  Moisés Díaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Rejean Plamondon
  CoRR abs/2405.13555
  DOI: 10.48550/ARXIV.2405.13555
  

2023

• Next Activity Prediction: An Application of Shallow Learning Techniques Against Deep Learning Over the BPI Challenge 2020
  Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
  IEEE Access 11: 117947-117953
  DOI: 10.1109/ACCESS.2023.3325738
  
• MIRROR: Methodological Innovation to Remodel the Electric Loads to Reduce Economic OR Environmental Impact of User
  Michela Chimienti, Ivan Danzi, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro, Davide Veneto
  Algorithms 16[1]: 1
  DOI: 10.3390/A16010001
  
• Multi-speed transformer network for neurodegenerative disease assessment and activity recognition
  Mohamed Cheriet, Vincenzo Dentamaro, Mohammed Hamdan, Donato Impedovo, Giuseppe Pirlo
  Comput. Methods Programs Biomed. 230: 107344
  DOI: 10.1016/J.CMPB.2023.107344
  
• An innovative two-stage algorithm to optimize Firewall rule ordering
  Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
  Comput. Secur. 134: 103423
  DOI: 10.1016/J.COSE.2023.103423
  
• YAMME: a YAra-byte-signatures Metamorphic Mutation Engine
  Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci, Giuseppe Pirlo
  IEEE Trans. Inf. Forensics Secur. 18: 4530-4545
  DOI: 10.1109/TIFS.2023.3294059
  
• Two-factor authentication by combining PIN and biometrics Touch Dynamics
  Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo
  BESC 2023: 1-6
  DOI: 10.1109/BESC59560.2023.10386880
  
• A benchmarking study of deep learning techniques applied for breath analysis
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Luigi A. Moretti, Giuseppe Pirlo, Elena Sblendorio
  DSTNDS 2023: 73-83
  
• An Approach using transformer architecture for emotion recognition through Electrocardiogram Signal(s)
  Vincenzo Dentamaro, Donato Impedovo, Luigi A. Moretti, Giuseppe Pirlo, Prem K. Suresh
  DSTNDS 2023: 30-52
  
• Handwriting Task-Selection based on the Analysis of Patterns in Classification Results on Alzheimer Dataset
  Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
  DSTNDS 2023: 18-29
  
• Fixed Tasks for Continuous Authentication via Smartphone
  Vincenzo Gattulli, Donato Impedovo, Tonino Palmisano, Lucia Sarcinella
  ICPRAM 2023: 905-913
  DOI: 10.5220/0011718300003411
  
• Next Activity Prediction and Elapsed Time Prediction on Process Dataset
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
  Ital-IA 2023: 605-609
  
• A Heuristic to Select the Optimal Transformation Matrixes in Bio-Convolving with Mixing Transform
  Francesco Castro, Stefano Galantucci, Donato Impedovo, Giuseppe Pirlo
  ITASEC 2023
  
• Fall Detection with LSTM and Attention Mechanism
  Francesco Castro, Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo
  WAMWB@MobileHCI 2023: 37-50
  
• BOOGIE: A New Blockchain Application for Health Certificate Security
  Vito Nicola Convertini, Vincenzo Dentamaro, Donato Impedovo, Ugo Lopez, Michele Scalera, Andrea Viccari
  WorldCIST 2023: 371-380
  DOI: 10.1007/978-3-031-45651-0_37
  
• Matching Knowledge Supply and Demand of Expertise: A Case Study by Patent Analysis
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Davide Veneto
  WorldCIST 2023: 321-329
  DOI: 10.1007/978-3-031-45651-0_32
  
• Anomaly Detection Using Smartphone Sensors for a Bullying Detection
  Vincenzo Gattulli, Donato Impedovo, Lucia Sarcinella
  WorldCIST 2023: 330-340
  DOI: 10.1007/978-3-031-45651-0_33
  
• An AI-Based Approach for the Improvement of University Technology Transfer Processes in Healthcare
  Annamaria Demarinis Loiotile, Davide Veneto, Adriana Agrimi, Gianfranco Semeraro, Nicola Amoroso
  WorldCIST 2023: 311-320
  DOI: 10.1007/978-3-031-45651-0_31
  

2022

• AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Luigi Moretti, Giuseppe Pirlo
  Pattern Recognit. 127: 108656
  DOI: 10.1016/J.PATCOG.2022.108656
  
• Human Gait Analysis in Neurodegenerative Diseases: A Review
  Grazia Cicirelli, Donato Impedovo, Vincenzo Dentamaro, Roberto Marani, Giuseppe Pirlo, Tiziana D'Orazio
  IEEE J. Biomed. Health Informatics 26[1]: 229-242
  DOI: 10.1109/JBHI.2021.3092875
  
• Behavioral Analysis for User Satisfaction
  Michela Chimienti, Ivan Danzi, Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Davide Veneto
  BigMM 2022: 113-119
  DOI: 10.1109/BIGMM55396.2022.00027
  
• Early Dementia Identification: On the Use of Random Handwriting Strokes
  Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
  IGS 2022: 285-300
  DOI: 10.1007/978-3-031-19745-1_21
  
• Comparing Artificial Intelligence Algorithms in Computer Vision: The Weapon Detection Benchmark
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
  ICPRAI 2022: 72-83
  DOI: 10.1007/978-3-031-09037-0_7
  
• Cyber Aggression and Cyberbullying Identification on Social Networks
  Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella
  ICPRAM 2022: 644-651
  DOI: 10.5220/0010877600003122
  
• A Study on Malware Detection and Classification Using the Analysis of API Calls Sequences Through Shallow Learning and Recurrent Neural Networks
  Angelo Cannarile, Francesco Carrera, Stefano Galantucci, Andrea Iannacone, Giuseppe Pirlo
  ITASEC 2022: 124-134
  
• A Novel Genetic Algorithm Approach for Firewall Policy Optimization
  Antonio Coscia, Vincenzo Dentamaro, Stefano Galantucci, Donato Impedovo, Antonio Maci
  ITASEC 2022: 236-248
  
• An Investigation on Voice Mimicry Attacks to a Speaker Recognition System
  Donato Impedovo, Annalisa Longo, Tonino Palmisano, Lucia Sarcinella, Davide Veneto
  ITASEC 2022: 114-123
  
• Human Description in the Wild: Description of the Scene with Ensembles of AI Models
  Vincenzo Dentamaro, Vincenzo Gattulli, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
  S+SSPR 2022: 311-322
  DOI: 10.1007/978-3-031-23028-8_32
  
• WanDa: A Mobile Application to Prevent Wandering
  Berardina De Carolis, Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo
  WIVACE 2022: 232-244
  DOI: 10.1007/978-3-031-31183-3_19
  

2021

• One Time User Key: A User-Based Secret Sharing XOR-ed Model for Multiple User Cryptography in Distributed Systems
  Stefano Galantucci, Donato Impedovo, Giuseppe Pirlo
  IEEE Access 9: 148521-148534
  DOI: 10.1109/ACCESS.2021.3124637
  
• Sit-to-Stand Test for Neurodegenerative Diseases Video Classification
  Vito Nicola Convertini, Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  Int. J. Pattern Recognit. Artif. Intell. 35[12]: 2160003:1-2160003:22
  DOI: 10.1142/S021800142160003X
  
• Effective Machine Learning Solutions for Punctual Weather Parameter Forecasting in a Real Missing Data Scenario
  Donato Impedovo, Giacomo Abbattista, Vito Nicola Convertini, Vincenzo Gattulli, Giuseppe Pirlo, Lucia Sarcinella
  Int. J. Pattern Recognit. Artif. Intell. 35[12]: 2160004:1-2160004:14
  DOI: 10.1142/S0218001421600041
  
• A comparative study of shallow learning and deep transfer learning techniques for accurate fingerprints vitality detection
  Donato Impedovo, Vincenzo Dentamaro, Giacomo Abbattista, Vincenzo Gattulli, Giuseppe Pirlo
  Pattern Recognit. Lett. 151: 11-18
  DOI: 10.1016/J.PATREC.2021.07.025
  
• Automatic Signature Verification in the Mobile Cloud Scenario: Survey and Way Ahead
  Donato Impedovo, Giuseppe Pirlo
  IEEE Trans. Emerg. Top. Comput. 9[1]: 554-568
  DOI: 10.1109/TETC.2018.2865345
  
• Benchmarking of Shallow Learning and Deep Learning Techniques with Transfer Learning for Neurodegenerative Disease Assessment Through Handwriting
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
  ICDAR Workshops 2021: 7-20
  DOI: 10.1007/978-3-030-86159-9_1
  
• A Case Study of Navigation System Assistance with Safety Purposes in the Context of Covid-19 Pandemic
  Stefano Galantucci, Paolo Giglio, Vincenzo Dentamaro, Giuseppe Pirlo
  INTERACT 2021: 351-354
  DOI: 10.1007/978-3-030-85607-6_35
  
• AI-Based Clinical Decision Support Tool on Mobile Devices for Neurodegenerative Diseases
  Annamaria Demarinis Loiotile, Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo
  INTERACT 2021: 139-148
  DOI: 10.1007/978-3-030-85623-6_10
  
• Identifying Anomalous Places, Routes by GPS Feature: A System for Child Monitoring
  Giacomo Abbattista, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Nicola Stigliano
  ITASEC 2021: 72-79
  
• Ensemble Consensus: An Unsupervised Algorithm for Anomaly Detection in Network Security data
  Vincenzo Dentamaro, Vito Nicola Convertini, Stefano Galantucci, Paolo Giglio, Tonino Palmisano, Giuseppe Pirlo
  ITASEC 2021: 309-318
  

2020

• Gait Analysis for Early Neurodegenerative Diseases Classification Through the Kinematic Theory of Rapid Human Movements
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  IEEE Access 8: 193966-193980
  DOI: 10.1109/ACCESS.2020.3032202
  
• A Controlled Benchmark of Video Violence Detection Techniques
  Vito Nicola Convertini, Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella
  Inf. 11[6]: 321
  DOI: 10.3390/INFO11060321
  
• Affective states recognition through touch dynamics
  Fabrizio Balducci, Donato Impedovo, Nicola Macchiarulo, Giuseppe Pirlo
  Multim. Tools Appl. 79[47]: 35909-35926
  DOI: 10.1007/S11042-020-09146-4
  
• Double Deep Q Network with In-Parallel Experience Generator
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Giacomo Abbattista, Vincenzo Gattulli
  EAIS 2020: 1-8
  DOI: 10.1109/EAIS48028.2020.9122706
  
• Vertex Feature Classification (VFC)
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo, Alessandro Massaro
  EAIS 2020: 1-8
  DOI: 10.1109/EAIS48028.2020.9122751
  
• Signatures' stability evaluation in a multi-device scenario
  Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella
  ICFHR 2020: 367-372
  DOI: 10.1109/ICFHR2020.2020.00073
  
• An Analysis of Tasks and Features for Neuro-Degenerative Disease Assessment by Handwriting
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  ICPR Workshops 2020: 536-545
  DOI: 10.1007/978-3-030-68763-2_41
  
• Fall Detection by Human Pose Estimation and Kinematic Theory
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  ICPR 2020: 2328-2335
  DOI: 10.1109/ICPR48806.2021.9413331
  
• Sit-to-Stand Test for Neurodegenerative Diseases Video Classification
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  ICPRAI 2020: 596-609
  DOI: 10.1007/978-3-030-59830-3_52
  
• An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario
  Donato Impedovo, Fabrizio Balducci, Giulio D'Amato, Michela Del Prete, Erminio Riezzo, Lucia Sarcinella, Mariagiorgia Agnese Tandoi, Giuseppe Pirlo
  ICPRAI 2020: 474-483
  DOI: 10.1007/978-3-030-59830-3_41
  
• An Unsupervised Behavioral Analysis of Highway Traffic Flow for Security Applications
  Fabrizio Balducci, Gabriella Calvano, Donato Impedovo, Giuseppe Pirlo
  ITASEC 2020: 36-46
  
• Investigating the Sigma-Lognormal Model for Disease Classification by Handwriting
  Donato Impedovo, Giuseppe Pirlo, Fabrizio Balducci, Vincenzo Dentamaro, Lucia Sarcinella, Gennaro Vessio
  The Lognormality Principle: 195-209
  DOI: 10.1142/9789811226830_0009
  

2019

• Attentional Pattern Classification for Automatic Dementia Detection
  Maria Teresa Angelillo, Fabrizio Balducci, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
  IEEE Access 7: 57706-57716
  DOI: 10.1109/ACCESS.2019.2913685
  
• A Handwriting-Based Protocol for Assessing Neurodegenerative Dementia
  Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio, Maria Teresa Angelillo
  Cogn. Comput. 11[4]: 576-586
  DOI: 10.1007/S12559-019-09642-2
  
• A Perspective Analysis of Handwritten Signature Technology
  Moisés Díaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Réjean Plamondon
  ACM Comput. Surv. 51[6]: 117:1-117:39
  DOI: 10.1145/3274658
  
• Deep learning approach to generate offline handwritten signatures based on online samples
  Victor Kleber Santos Leite Melo, Byron Leite Dantas Bezerra, Donato Impedovo, Giuseppe Pirlo, Antonio Lundgren
  IET Biom. 8[3]: 215-220
  DOI: 10.1049/IET-BMT.2018.5091
  
• eHealth and Artificial Intelligence
  Donato Impedovo, Giuseppe Pirlo
  Inf. 10[3]: 117
  DOI: 10.3390/INFO10030117
  
• Dynamically enhanced static handwriting representation for Parkinson's disease detection
  Moisés Díaz, Miguel Angel Ferrer-Ballester, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
  Pattern Recognit. Lett. 128: 204-210
  DOI: 10.1016/J.PATREC.2019.08.018
  
• Vehicular Traffic Congestion Classification by Visual Features and Deep Learning Approaches: A Comparison
  Donato Impedovo, Fabrizio Balducci, Vincenzo Dentamaro, Giuseppe Pirlo
  Sensors 19[23]: 5213
  DOI: 10.3390/S19235213
  
• Real-Time Neurodegenerative Disease Video Classification with Severity Prediction
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  ICIAP 2019: 618-628
  DOI: 10.1007/978-3-030-30645-8_56
  
• Handwriting Dynamics as an Indicator of Cognitive Reserve: An Exploratory Study
  Maria Teresa Angelillo, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Gennaro Vessio
  SMC 2019: 835-840
  DOI: 10.1109/SMC.2019.8914157
  
• An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification
  Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Gennaro Vessio
  SMC 2019: 3048-3053
  DOI: 10.1109/SMC.2019.8914523
  

2018

• LICIC: Less Important Components for Imbalanced Multiclass Classification
  Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
  Inf. 9[12]: 317
  DOI: 10.3390/INFO9120317
  

2013

• Writing Generation Model for Health Care Neuromuscular System Investigation
  Donato Impedovo, Giuseppe Pirlo, Francesco Maurizio Mangini, Donato Barbuzzi, Andrea Rollo, Alessandro Balestrucci, Sebastiano Impedovo, Lucia Sarcinella, Christian O'Reilly, Rejean Plamondon
  CIBB 2013: 137-148
  DOI: 10.1007/978-3-319-09042-9_10
  

2012

• Analysis of Stability in Static Signatures Using Cosine Similarity
  Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Erasmo Stasolla, Claudia Adamita Trullo
  ICFHR 2012: 231-235
  DOI: 10.1109/ICFHR.2012.180
  

2010

• Artificial Classifier Generation for Multi-expert System Evaluation
  Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Erasmo Stasolla
  ICFHR 2010: 421-426
  DOI: 10.1109/ICFHR.2010.72