Bio
Donato Impedovo is Associate Professor at the Department of Computer Science of the University of Bari (IT). His research interests are in the fields of signal processing, pattern recognition, machine learning and biometrics. He is co-author of more than 130 articles on these fields in both international journals and conference proceedings. He received the “Distinction” award in May 2009 at the International Conference on Computer Recognition Systems (CORES — endorsed by IAPR), and the first prize of the Nereus-Euroavia Academic competition on GMES in October 2012. Professor Impedovo is also very involved in research transfer activities as well as in industrial research, he has managed more than 25 projects funded by public institutions as well as by private enterprises. Professor Impedovo is IEEE Access, IEEE OJ-CS and SN Computer Science Associate Editor. He has been appointed as 2020 Outstanding IEEE ACCESS Associate Editor. He serves as reviewer for many international journals including IEEE THMS, IEEE T-SMC, IEEE-TIFS, IEEE-TECT, Pattern Recognition and many others. He serves as Reviewer and Rapporteur for the EU projects evaluation. He was the General Co-Chair of the International Workshop on Smart Cities and Smart Enterprises (SCSE 2018), International Workshop on Artificial Intelligence with Application in Health (WAIAH 2018), Emergent Aspects in Handwritten Signature Processing (EAHSP 2013) and of the International Workshop on Image-Based Smart City Application (ISCA 2015). He has been member of the scientific committee and program committee of many international conferences in the field of computer science, pattern recognition and signal processing such as the ICPR and ICASSP. He is an IAPR member and IEEE senior member.
Teaching
- Architettura degli elaboratori e sistemi operativi (Computer architecture and operating systems) at the BSc in Informatica (Computer Science)
- Modelli e metodi per la sicurezza delle applicazioni (Models and methods for application security) at the BSc in Informatica (Computer Science)
- Sistemi biometrici (Biometric systems) at the MSc in Sicurezza Informatica (Cybersecurity)
Publications
2025
- 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 - 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 - 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 - EVolutionary Independent DEtermiNistiC Explanation
Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo
CoRR abs/2501.16357
DOI: 10.48550/ARXIV.2501.16357
2024
- 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 - Classification bullying/cyberbullying through smartphone sensor and a questionnaire application
Vito Nicola Convertini, Vincenzo Gattulli, Donato Impedovo, Grazia Terrone
Multim. Tools Appl. 83[17]: 51291-51320
DOI: 10.1007/S11042-023-17609-7 - 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 - Cyber Social Security Education
Vita Santa Barletta, Danilo Caivano, Christian Catalano, Marco de Gemmis, Donato Impedovo
XR 2024: 240-248
DOI: 10.1007/978-3-031-71713-0_16 - 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 - Advancing Sustainable Water Management in Southern Italy Through Integrated Hydrological Modeling and Earth Observation
Vito Iacobellis, Andrea Gioia, Vincenzo Totaro, Margherita Lombardo, Aras Botan Izzaddin, Salvatore Manfreda, Ruodan Zhuang, Giuseppe Satalino, Anna Balenzano, Cinzia Albertini, Francesco Mattia, Francesco P. Lovergine, Davide Palmisano, Michele Rinaldi, Sergio Ruggieri, Pasquale Garofalo, Donato Impedovo, Nicoletta Noviello, Luigi Nardella, Michele Di Cataldo, Rocchina Guarini, Maria Virelli, Patrizia Sacco, Deodato Tapete
ICCSA 2024: 217-229
DOI: 10.1007/978-3-031-65282-0_14 - 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 Crop Model for Large Scale and Early Irrigation Requirements Estimation
Michele Rinaldi, Sergio Ruggieri, Francesco Ciavarella, Giuseppe Satalino, Davide Palmisano, Anna Balenzano, Cinzia Albertini, Francesco P. Lovergine, Francesco Mattia, Vito Iacobellis, Andrea Gioia, Donato Impedovo, Luigi Nardella, Michele Di Cataldo, Nicoletta Noviello, Rocchina Guarini, Patrizia Sacco, Maria Virelli, Deodato Tapete, Pasquale Garofalo
IGARSS 2024: 2807-2810
DOI: 10.1109/IGARSS53475.2024.10640683 - Earth Observation for the Early Forecast of Irrigation Needs
Giuseppe Satalino, Anna Balenzano, Francesco P. Lovergine, Cinzia Albertini, Davide Palmisano, Francesco Mattia, Sergio Ruggieri, Pasquale Garofalo, Michele Rinaldi, Vito Iacobellis, Andrea Gioia, Donato Impedovo, Luigi Nardella, Michele Di Cataldo, Nicoletta Noviello, Rocchina Guarini, Patrizia Sacco, Maria Virelli, Deodato Tapete
IGARSS 2024: 4912-4915
DOI: 10.1109/IGARSS53475.2024.10642240 - 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 - 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 - Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project
Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Marco Micheletto, Stefano Marrone, Wanda Nocerino, Angela Procaccino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
Inf. 14[8]: 430
DOI: 10.3390/INFO14080430 - 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 - Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project
Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Angela Procaccino, Wanda Nocerino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
Ital-IA 2023: 189-194 - 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
2022
- IEEE Access Special Section Editorial: Behavioral Biometrics for Ehealth and Well-Being
Donato Impedovo, Thurmon E. Lockhart, Jirí Mekyska, Bijan Najafi, Toshihisa Tanaka
IEEE Access 10: 56706-56710
DOI: 10.1109/ACCESS.2022.3177265 - 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 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 - Online handwriting, signature and touch dynamics: tasks and potential applications in the field of security and health
Marcos Faúndez-Zanuy, Jirí Mekyska, Donato Impedovo
CoRR abs/2202.12693
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 - Online Handwriting, Signature and Touch Dynamics: Tasks and Potential Applications in the Field of Security and Health
Marcos Faúndez-Zanuy, Jirí Mekyska, Donato Impedovo
Cogn. Comput. 13[5]: 1406-1421
DOI: 10.1007/S12559-021-09938-2 - 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 - ICDAR 2021 Competition on Script Identification in the Wild
Abhijit Das, Miguel A. Ferrer, Aythami Morales, Moisés Díaz, Umapada Pal, Donato Impedovo, Hongliang Li, Wentao Yang, Kensho Ota, Tadahito Yao, Le Quang Hung, Nguyen Quoc Cuong, Seungjae Kim, Abdeljalil Gattal
ICDAR 2021: 738-753
DOI: 10.1007/978-3-030-86337-1_49 - 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 - ICDAR 2021 Competition on Components Segmentation Task of Document Photos
Celso A. M. Lopes Junior, Ricardo Batista das Neves Junior, Byron L. D. Bezerra, Alejandro H. Toselli, Donato Impedovo
ICDAR 2021: 678-692
DOI: 10.1007/978-3-030-86337-1_45 - A Handwritten Signature Segmentation Approach for Multi-resolution and Complex Documents Acquired by Multiple Sources
Celso A. M. Lopes Junior, Murilo C. Stodolni, Byron L. D. Bezerra, Donato Impedovo
ICDAR 2021: 322-336
DOI: 10.1007/978-3-030-86334-0_21 - 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 - ICDAR 2021 Competition on Components Segmentation Task of Document Photos
Celso A. M. Lopes Junior, Ricardo Batista das Neves Junior, Byron L. D. Bezerra, Alejandro H. Toselli, Donato Impedovo
CoRR abs/2106.08499
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 - Improving smart interactive experiences in cultural heritage through pattern recognition techniques
Fabrizio Balducci, Paolo Buono, Giuseppe Desolda, Donato Impedovo, Antonio Piccinno
Pattern Recognit. Lett. 131: 142-149
DOI: 10.1016/J.PATREC.2019.12.011 - 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 - FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation
Celso A. M. Lopes Junior, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra, Bruno José Torres Fernandes, Donato Impedovo
IJCNN 2020: 1-7
DOI: 10.1109/IJCNN48605.2020.9206594 - 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 - FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation
Celso A. M. Lopes Junior, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra, Bruno José Torres Fernandes, Donato Impedovo
CoRR abs/2005.14229
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 - Velocity-Based Signal Features for the Assessment of Parkinsonian Handwriting
Donato Impedovo
IEEE Signal Process. Lett. 26[4]: 632-636
DOI: 10.1109/LSP.2019.2902936 - 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 - 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 - 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
2015
- User and entity interaction within multi-level decision support system in living lab projects
Donato Impedovo, Angelo Galiano, Giovanna Sciannimanico
Int. J. Appl. Decis. Sci. 8[3]: 284-303
DOI: 10.1504/IJADS.2015.072147 - 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 - Similarity-based regularization for semi-supervised learning for handwritten digit recognition
Donato Barbuzzi, Giuseppe Pirlo, Seiichi Uchida, Volkmar Frinken, Donato Impedovo
ICDAR 2015: 101-105
DOI: 10.1109/ICDAR.2015.7333734 - Class-adaptive zoning methods for recognizing handwritten digits and characters
Donato Impedovo, Giuseppe Pirlo
ICDAR 2015: 36-40
DOI: 10.1109/ICDAR.2015.7333721 - Behaviour of dynamic and static feature dependences in constrained signatures
Giuseppe Pirlo, Moisés Díaz Cabrera, Miguel A. Ferrer, Donato Impedovo, Fabrizio Rizzi
ICDAR 2015: 1278-1281
DOI: 10.1109/ICDAR.2015.7333954 - CLICK TEATRO Project: Augmented Reality and Promotion of Theater Events
Donato Barbuzzi, Bachir Boussahel, Francesca De Carlo, Angelo Galiano, Donato Impedovo, Annalisa Longo
ICIAP Workshops 2015: 267-274
DOI: 10.1007/978-3-319-23222-5_33 - A Survey on Traffic Light Detection
Moisés Díaz Cabrera, Pietro Cerri, Giuseppe Pirlo, Miguel A. Ferrer, Donato Impedovo
ICIAP Workshops 2015: 201-208
DOI: 10.1007/978-3-319-23222-5_25 - Early Diagnosis of Neurodegenerative Diseases by Handwritten Signature Analysis
Giuseppe Pirlo, Moisés Díaz Cabrera, Miguel A. Ferrer, Donato Impedovo, Fabrizio Occhionero, Urbano Zurlo
ICIAP Workshops 2015: 290-297
DOI: 10.1007/978-3-319-23222-5_36 - Interoperability of Biometric Systems: Analysis of Geometric Characteristics of Handwritten Signatures
Giuseppe Pirlo, Fabrizio Rizzi, Annalisa Vacca, Donato Impedovo
ICIAP Workshops 2015: 242-249
DOI: 10.1007/978-3-319-23222-5_30
2014
- "Special Issue on Handwriting recognition and other PR applications"
Sebastiano Impedovo, Cheng-Lin Liu, Donato Impedovo, Giuseppe Pirlo
Pattern Recognit. 47[3]: 915
DOI: 10.1016/J.PATCOG.2013.10.016 - Zoning methods for handwritten character recognition: A survey
Donato Impedovo, Giuseppe Pirlo
Pattern Recognit. 47[3]: 969-981
DOI: 10.1016/J.PATCOG.2013.05.021 - Handwritten Processing for Pre Diagnosis of Alzheimer Disease
Donato Impedovo, Giuseppe Pirlo, Donato Barbuzzi, Alessandro Balestrucci, Sebastiano Impedovo
BIODEVICES 2014: 193-199
DOI: 10.5220/0004900701930199 - Recent Advances in Offline Signature Identification
Donato Impedovo, Giuseppe Pirlo, M. Russo
ICFHR 2014: 639-642
DOI: 10.1109/ICFHR.2014.112 - On-Line Signature Verification by Multi-domain Classification
Giuseppe Pirlo, Vito Cuccovillo, Donato Impedovo, Paolo Mignone
ICFHR 2014: 67-72
DOI: 10.1109/ICFHR.2014.19 - Online Signature Verification
Réjean Plamondon, Giuseppe Pirlo, Donato Impedovo
Handbook of Document Image Processing and Recognition: 917-947
DOI: 10.1007/978-0-85729-859-1_30
2013
- Editorial
Giuseppe Pirlo, Donato Impedovo
IET Biom. 2[4]: 135-136
DOI: 10.1049/IET-BMT.2013.0083 - Cosine similarity for analysis and verification of static signatures
Giuseppe Pirlo, Donato Impedovo
IET Biom. 2[4]: 151-158
DOI: 10.1049/IET-BMT.2013.0012 - Verification of Static Signatures by Optical Flow Analysis
Giuseppe Pirlo, Donato Impedovo
IEEE Trans. Hum. Mach. Syst. 43[5]: 499-505
DOI: 10.1109/THMS.2013.2279008 - 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 - Voronoi Tessellation for Effective and Efficient Handwritten Digit Classification
Sebastiano Impedovo, Francesco Maurizio Mangini, Giuseppe Pirlo, Donato Barbuzzi, Donato Impedovo
ICDAR 2013: 435-439
DOI: 10.1109/ICDAR.2013.94 - Learning Iterative Strategies in Multi-Expert Systems Using SVMs for Digit Recognition
Donato Barbuzzi, Donato Impedovo, Francesco Maurizio Mangini, Giuseppe Pirlo
ICIAP 2013: 121-130
DOI: 10.1007/978-3-642-41181-6_13 - Layout-Based Document-Retrieval System by Radon Transform Using Dynamic Time Warping
Giuseppe Pirlo, Michela Chimienti, Michele Dassisti, Donato Impedovo, Angelo Galiano
ICIAP 2013: 61-70
DOI: 10.1007/978-3-642-41181-6_7 - Learning Strategies for Knowledge-Base Updating in Online Signature Verification Systems
Giuseppe Pirlo, Donato Impedovo, Donato Barbuzzi
ICIAP Workshops 2013: 86-94
DOI: 10.1007/978-3-642-41190-8_10 - Stability of Dynamic Signatures: From the Representation to the Generation Domain
Giuseppe Pirlo, Donato Impedovo, Rejean Plamondon, Christian O'Reilly, A. Cozzolongo, R. Gravinese, Andrea Rollo
ICIAP Workshops 2013: 122-130
DOI: 10.1007/978-3-642-41190-8_14
2012
- A multi-resolution multi-classifier system for speaker verification
Donato Impedovo, Giuseppe Pirlo, Mario Petrone
Expert Syst. J. Knowl. Eng. 29[5]: 442-455
DOI: 10.1111/J.1468-0394.2011.00603.X - Adaptive Score Normalization for Output Integration in Multiclassifier Systems
Giuseppe Pirlo, Donato Impedovo
IEEE Signal Process. Lett. 19[12]: 837-840
DOI: 10.1109/LSP.2012.2221708 - Adaptive Membership Functions for Handwritten Character Recognition by Voronoi-Based Image Zoning
Giuseppe Pirlo, Donato Impedovo
IEEE Trans. Image Process. 21[9]: 3827-3837
DOI: 10.1109/TIP.2012.2199328 - Voronoi-Based Zoning Design by Multi-objective Genetic Optimization
Giuseppe Pirlo, Donato Impedovo
Document Analysis Systems 2012: 220-224
DOI: 10.1109/DAS.2012.94 - Benchmarking of Update Learning Strategies on Digit Classifier Systems
Donato Barbuzzi, Donato Impedovo, Giuseppe Pirlo
ICFHR 2012: 35-40
DOI: 10.1109/ICFHR.2012.186 - Multi-classifier System Configuration Using Genetic Algorithms
Donato Impedovo, Giuseppe Pirlo, Donato Barbuzzi
ICFHR 2012: 560-564
DOI: 10.1109/ICFHR.2012.237 - New Advancements in Zoning-Based Recognition of Handwritten Characters
Donato Impedovo, Giuseppe Pirlo, Raffaele Modugno
ICFHR 2012: 665-669
DOI: 10.1109/ICFHR.2012.241 - Handwritten Signature Verification: New Advancements and Open Issues
Donato Impedovo, Giuseppe Pirlo, Rejean Plamondon
ICFHR 2012: 367-372
DOI: 10.1109/ICFHR.2012.211 - 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 - Supervised learning strategies in multi-classifier systems
Donato Impedovo, Giuseppe Pirlo, Donato Barbuzzi
ISSPA 2012: 1182-1187
DOI: 10.1109/ISSPA.2012.6310470
2011
- Fuzzy-Zoning-Based Classification for Handwritten Characters
Giuseppe Pirlo, Donato Impedovo
IEEE Trans. Fuzzy Syst. 19[4]: 780-785
DOI: 10.1109/TFUZZ.2011.2131658 - Updating Knowledge in Feedback-Based Multi-classifier Systems
Donato Impedovo, Giuseppe Pirlo
ICDAR 2011: 227-231
DOI: 10.1109/ICDAR.2011.54 - Static Signature Verification by Optical Flow Analysis
Donato Impedovo, Giuseppe Pirlo
AFHA 2011: 31-35 - Stability Analysis of Static Signatures for Automatic Signature Verification
Donato Impedovo, Giuseppe Pirlo
ICIAP 2011: 241-247
DOI: 10.1007/978-3-642-24088-1_25
2010
- On-line Signature Verification by Stroke-Dependent Representation Domains
Donato Impedovo, Giuseppe Pirlo
ICFHR 2010: 623-627
DOI: 10.1109/ICFHR.2010.102 - 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 - Generating Sets of Classifiers for the Evaluation of Multi-expert Systems
Donato Impedovo, Giuseppe Pirlo
ICPR 2010: 2166-2169
DOI: 10.1109/ICPR.2010.530
2009
- Learning Local Correspondences for Static Signature Verification
Giuseppe Pirlo, Donato Impedovo, Erasmo Stasolla, Claudia Adamita Trullo
AI*IA 2009: 385-394
DOI: 10.1007/978-3-642-10291-2_39 - Combination of Measurement-Level Classifiers: Output Normalization by Dynamic Time Warping
Giuseppe Pirlo, Donato Impedovo, Claudia Adamita Trullo, Erasmo Stasolla
ICDAR 2009: 416-420
DOI: 10.1109/ICDAR.2009.74 - A Feedback-Based Multi-Classifier System
Giuseppe Pirlo, Claudia Adamita Trullo, Donato Impedovo
ICDAR 2009: 713-717
DOI: 10.1109/ICDAR.2009.75 - Pseudo Multi Parallel Branch HMM for Speaker Verification
Donato Impedovo, Mario Refice
Computer Recognition Systems 3: 339-346
DOI: 10.1007/978-3-540-93905-4_40 - Improving Text-Dependent Speaker Recognition Performance
Donato Impedovo, Mario Refice
Tools and Applications with Artificial Intelligence: 199-211
DOI: 10.1007/978-3-540-88069-1_15
2008
- Automatic Signature Verification: The State of the Art
Donato Impedovo, Giuseppe Pirlo
IEEE Trans. Syst. Man Cybern. Part C 38[5]: 609-635
DOI: 10.1109/TSMCC.2008.923866 - Speaker Identification by Multi-Frame Generative Models
Donato Impedovo, Mario Refice
IAS 2008: 27-32
DOI: 10.1109/IAS.2008.15 - Handwritten Signature and Speech: Preliminary Experiments on Multiple Source and Classifiers for Personal Identity Verification
Donato Impedovo, Giuseppe Pirlo, Mario Refice
IWCF 2008: 181-191
DOI: 10.1007/978-3-540-85303-9_17
2007
- The Influence of Frame Length on Speaker Identification Performance
Donato Impedovo, Mario Refice
IAS 2007: 435-438
DOI: 10.1109/IAS.2007.31
2003
- Bank-check Processing System: Modifications Due to the New European Currency
N. Greco, Donato Impedovo, M. G. Lucchese, A. Salzo, Lucia Sarcinella
ICDAR 2003: 343-348
DOI: 10.1109/ICDAR.2003.1227686