Bio
Giuseppe Pirlo received the degree (cum laude) in computer science from the Department of Computer Science, University of Bari, Italy, in 1986. Since 1986, he has been carrying out research in the field of computer science and neuroscience, signal processing, handwriting processing, automatic signature verification, biometrics, pattern recognition, and statistical data processing. Since 1991, he has been an Assistant Professor with the Department of Computer Science, University of Bari, where he is currently a Full Professor. He developed several scientific projects and authored more than 250 articles on international journals, scientific books, and proceedings. He is a member of the Governing Board of Consorzio Interuniversitario Nazionale per l’Informatica (CINI), the Governing Board of the Societa Italiana di e-Learning, the e-learning Committee of the University of Bari, the Gruppo Italiano Ricercatori in Pattern Recognition, the International Association of Pattern Recognition, the Stati Generali dell’Innovazione, and the Gruppo Ingegneria Informatica. He was the General Chair of the International Workshop on Emerging Aspects in Handwriting Signature Processing, Naples, in 2013, and the International Workshop on Image-Based Smart City Applications, Genoa, in 2015; and the General Co-Chair of the International Conference on Frontiers in Handwriting Recognition, Bari, in 2012. He was an Editor of the Special Issue Handwriting Recognition and Other PR Applications of the Pattern Recognition journal in 2014 and the Special Issue Handwriting Biometrics of the IET Biometrics journal in 2014. He was a Guest Editor of the Special Issue of Journal of e-Learning and Knowledge Society: Steps Toward the Digital Agenda: Open Data to Open Knowledge (Je-LKS) in 2014. He is also an Associate Editor of the IEEE Transactions on Human-Machine Systems. He also serves as a Reviewer for many international journals, including the IEEE Transactions on Pattern Analysis and Machine Intelligence, the IEEE Transactions on Fuzzy Systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, the IEEE Transactions on Evolutionary Computation, the IEEE Transactions on Image Processing, the IEEE Transactions on Information Forensics and Security, the Pattern Recognition, the International Journal on Document Analysis and Recognition, and the Information Processing Letters. He is also a Guest Co-Editor of the Special Issue of the IEEE Transactions on Human-Machine Systems on Drawing and Handwriting Processing for User-Centered Systems. He is also an editor of several books. He was a Reviewer in the scientific committee and program committee of many international conferences in the field of computer science, pattern recognition, and signal processing, such as ICPR, ICDAR, ICFHR, IWFHR, ICIAP, VECIMS, and CISMA.
Teaching
Currently active:
- Architettura degli elaboratori e sistemi operativi (Computer architecture and operating systems) at the BSc in Informatica (Computer Science)
- Urban Security at the MSc in Computer Science
- Digital innovation for sustainability at the MSc in Innovazione, governance e sostenibilità (Innovation, governanace and sustainability)
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 - 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
- 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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
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 - Adagio: A Bot for Audio Processing Against Violence
Rosa Conte, Vito Nicola Convertini, Ugo Lopez, Antonella Serra, Giuseppe Pirlo
PROFES 2022: 592-602
DOI: 10.1007/978-3-031-21388-5_44 - 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 - 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 - Towards a Decision Support Framework for Forensic Analysis of Dynamic Signatures
Daniela Mazzolini, Patrizia Pavan, Giuseppe Pirlo, Gennaro Vessio
IRCDL 2020: 9-14
DOI: 10.1007/978-3-030-39905-4_2 - 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 - Handwriting analysis to support neurodegenerative diseases diagnosis: A review
Claudio De Stefano, Francesco Fontanella, Donato Impedovo, Giuseppe Pirlo, Alessandra Scotto di Freca
Pattern Recognit. Lett. 121: 37-45
DOI: 10.1016/J.PATREC.2018.05.013 - 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 - Performance-Driven Handwriting Task Selection for Parkinson's Disease Classification
Maria Teresa Angelillo, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
AI*IA 2019: 281-293
DOI: 10.1007/978-3-030-35166-3_20 - Weighted Direct Matching Points for User Stability Model in Multiple Domains: A Proposal for On-Line Signature Verification
Donato Impedovo, Giuseppe Pirlo, Moisés Díaz, Miguel Angel Ferrer-Ballester
ICDAR 2019: 1320-1325
DOI: 10.1109/ICDAR.2019.00213 - 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 - Touch dynamics for affective states recognition: your smartphone knows how you feel since you unlock it
Fabrizio Balducci, Berardina De Carolis, Donato Impedovo, Giuseppe Pirlo
SAT@SMC 2019: 22-26 - 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 - Semantics for Wastewater Reuse in Agriculture
Domenico Rotondi, Leonardo Straniero, Marco Saltarella, Fabrizio Balducci, Donato Impedovo, Giuseppe Pirlo
SMC 2019: 598-603
DOI: 10.1109/SMC.2019.8913949
2018
- LICIC: Less Important Components for Imbalanced Multiclass Classification
Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
Inf. 9[12]: 317
DOI: 10.3390/INFO9120317 - Dynamic Handwriting Analysis for Supporting Earlier Parkinson's Disease Diagnosis
Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
Inf. 9[10]: 247
DOI: 10.3390/INFO9100247 - Personal digital bodyguards for e-security, e-learning and e-health: A prospective survey
Réjean Plamondon, Giuseppe Pirlo, Éric Anquetil, Céline Rémi, Hans-Leo Teulings, Masaki Nakagawa
Pattern Recognit. 81: 633-659
DOI: 10.1016/J.PATCOG.2018.04.012 - Detection and Validation of Tow-Away Road Sign Licenses through Deep Learning Methods
Fabrizio Balducci, Donato Impedovo, Giuseppe Pirlo
Sensors 18[12]: 4147
DOI: 10.3390/S18124147
2017
- Script Identification of Multi-Script Documents: A Survey
Kurban Ubul, Gulzira Tursun, Alimjan Aysa, Donato Impedovo, Giuseppe Pirlo, Tuergen Yibulayin
IEEE Access 5: 6546-6559
DOI: 10.1109/ACCESS.2017.2689159 - Stability-based system for bearing fault early detection
Moisés Díaz Cabrera, Patricia Henríquez Rodríguez, Miguel A. Ferrer, Giuseppe Pirlo, Jesús Bernardino Alonso Hernández, Cristina Carmona-Duarte, Donato Impedovo
Expert Syst. Appl. 79: 65-75
DOI: 10.1016/J.ESWA.2017.02.030 - Guest Editorial Special Issue on Drawing and Handwriting Processing for User-Centered Systems
Giuseppe Pirlo, Rejean Plamondon, Éric Anquetil
IEEE Trans. Hum. Mach. Syst. 47[2]: 165-168
DOI: 10.1109/THMS.2017.2664358 - Towards a Digitized Protocol based on Handwriting for the Assessment of Neurodegenerative Disorders
Donato Impedovo, Giuseppe Pirlo, Maria Teresa Angelillo, Gennaro Vessio
WAIAH@AI*IA 2017: 1-8 - A Brief Overview on Handwriting Analysis for Neurodegenerative Disease Diagnosis
Claudio De Stefano, Francesco Fontanella, Donato Impedovo, Giuseppe Pirlo, Alessandra Scotto di Freca
WAIAH@AI*IA 2017: 9-16 - Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), Bari, Italy, November 14, 2017
Donato Impedovo, Giuseppe Pirlo
WAIAH@AI*IA CEUR Workshop Proceedings 1982
2016
- Student Assessment by Optimal Questionnaire Design
Melisa Aruci, Giuseppina Lotito, Giuseppe Pirlo
RTA-CSIT 2016: 107-110 - Predictive Sales Analysis According to the Effect of Weather
Alessandro Massaro, Donato Barbuzzi, Valeria Vitti, Angelo Galiano, Melisa Aruci, Giuseppe Pirlo
RTA-CSIT 2016: 53-55
2015
- Multidomain Verification of Dynamic Signatures Using Local Stability Analysis
Giuseppe Pirlo, Vito Cuccovillo, Moisés Díaz Cabrera, Donato Impedovo, Paolo Mignone
IEEE Trans. Hum. Mach. Syst. 45[6]: 805-810
DOI: 10.1109/THMS.2015.2443050 - Off-line signature stability by optical flow: Feasibility study of predicting the verifier performance
Moisés Díaz Cabrera, Miguel A. Ferrer, Giuseppe Pirlo, Giuliano Giannico, Patricia Henríquez, Donato Impedovo
ICCST 2015: 341-345
DOI: 10.1109/CCST.2015.7389707 - Novel method for early bearing fault detection based on dynamic stability measure
Moisés Díaz Cabrera, Patricia Henríquez, Miguel A. Ferrer, Jesús B. Alonso, Giuseppe Pirlo, Donato Impedovo
ICCST 2015: 43-47
DOI: 10.1109/CCST.2015.7389655