Bio

Teaching

Publications

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
  
• 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
  
• 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
  
• 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 AgneseTandoi, 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
  
• 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
  
• 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

• Adaptive Zoning Design by Supervised Learning using Multi-objective Optimization
  Francesco Maurizio Mangini, Giuseppe Pirlo
  Int. J. Comput. Intell. Appl. 13[1]
  DOI: 10.1142/S1469026814500047
  
• "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
  
• Evaluating Threshold for Retraining Rule in Semi-supervised Learning Using Multi-expert System
  Sebastiano Impedovo, Donato Barbuzzi, Giuseppe Pirlo
  ICFHR 2014: 169-174
  DOI: 10.1109/ICFHR.2014.36
  
• 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
  
• A New Adaptive Zoning Technique for Handwritten Digit Recognition
  Sebastiano Impedovo, Francesco Maurizio Mangini, Giuseppe Pirlo
  ICIAP 2013: 91-100
  DOI: 10.1007/978-3-642-41181-6_10
  
• 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 Digit Recognition by Multi-objective Optimization of Zoning Methods
  Sebastiano Impedovo, Giuseppe Pirlo, Francesco Maurizio Mangini
  ICFHR 2012: 675-679
  DOI: 10.1109/ICFHR.2012.209
  
• 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
  
• A genetic algorithm based clustering approach for improving off-line handwritten digit classification
  Sebastiano Impedovo, Francesco Maurizio Mangini, Giuseppe Pirlo
  ISSPA 2012: 1188-1191
  DOI: 10.1109/ISSPA.2012.6310471
  
• 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
  
• Tuning between Exponential Functions and Zones for Membership Functions Selection in Voronoi-Based Zoning for Handwritten Character Recognition
  Sebastiano Impedovo, Giuseppe Pirlo
  ICDAR 2011: 997-1001
  DOI: 10.1109/ICDAR.2011.202
  
• 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

• Analysis of Membership Functions for Voronoi-Based Classification
  Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo
  ICFHR 2010: 220-225
  DOI: 10.1109/ICFHR.2010.42
  
• On-line Signature Verification by Stroke-Dependent Representation Domains
  Donato Impedovo, Giuseppe Pirlo
  ICFHR 2010: 623-627
  DOI: 10.1109/ICFHR.2010.102
  
• Zoning Methods for Hand-Written Character Recognition: An Overview
  Sebastiano Impedovo, Giuseppe Pirlo, Raffaele Modugno, Anna Ferrante
  ICFHR 2010: 329-334
  DOI: 10.1109/ICFHR.2010.57
  
• 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
  
• Membership Functions for Zoning-Based Recognition of Handwritten Digits
  Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo
  ICPR 2010: 1876-1879
  DOI: 10.1109/ICPR.2010.462
  
• 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

• Feature Membership Functions in Voronoi-Based Zoning
  Sebastiano Impedovo, Anna Ferrante, Raffaele Modugno, Giuseppe Pirlo
  AI*IA 2009: 202-211
  DOI: 10.1007/978-3-642-10291-2_21
  
• 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
  

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
  
• 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

• Verification of Handwritten Signatures: an Overview
  Sebastiano Impedovo, Giuseppe Pirlo
  ICIAP 2007: 191-196
  DOI: 10.1109/ICIAP.2007.4362778
  

2006

• Optimal zoning design by genetic algorithms
  Sebastiano Impedovo, M. G. Lucchese, Giuseppe Pirlo
  IEEE Trans. Syst. Man Cybern. Part A 36[5]: 833-846
  DOI: 10.1109/TSMCA.2005.853486
  

2004

• Recent advancements in automatic signature verification
  Giovanni Dimauro, Sebastiano Impedovo, M. G. Lucchese, Raffaele Modugno, Giuseppe Pirlo
  IWFHR 2004: 179-184
  DOI: 10.1109/IWFHR.2004.85
  

2003

• Residue-to-binary conversion by the "quotient function"
  Giovanni Dimauro, Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo, R. Stefanelli
  IEEE Trans. Circuits Syst. II Express Briefs 50[8]: 488-493
  DOI: 10.1109/TCSII.2003.814808
  
• Multi-Expert Verification of Hand-Written Signatures
  L. Bovino, Sebastiano Impedovo, Giuseppe Pirlo, Lucia Sarcinella
  ICDAR 2003: 932-936
  DOI: 10.1109/ICDAR.2003.1227796
  
• Numeral Recognition by Weighting Local Decisions
  Giovanni Dimauro, Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo
  ICDAR 2003: 1070-1074
  DOI: 10.1109/ICDAR.2003.1227821
  
• Class-oriented recognizer design by weighting local decisions
  Sebastiano Impedovo, Giuseppe Pirlo
  ICIAP 2003: 676-681
  DOI: 10.1109/ICIAP.2003.1234128
  

2002

• Increasing the Number of Classifiers in Multi-classifier Systems: A Complementarity-Based Analysis
  L. Bovino, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  Document Analysis Systems 2002: 145-156
  DOI: 10.1007/3-540-45869-7_19
  
• Discovering Rules for Dynamic Configuration of Multi-classifier Systems
  Giovanni Dimauro, Sebastiano Impedovo, M. G. Lucchese, Giuseppe Pirlo, A. Salzo
  Document Analysis Systems 2002: 157-166
  DOI: 10.1007/3-540-45869-7_20
  
• A new database for research on bank-check processing
  Giovanni Dimauro, Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo
  IWFHR 2002: 524-528
  DOI: 10.1109/IWFHR.2002.1030964
  
• Analysis of stability in hand-written dynamic signatures
  Giovanni Dimauro, Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo, Lucia Sarcinella
  IWFHR 2002: 259-263
  DOI: 10.1109/IWFHR.2002.1030919
  

2000

• RNS architectures for the implementation of the 'diagonal function'
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  Inf. Process. Lett. 73[5-6]: 189-198
  DOI: 10.1016/S0020-0190(00)00003-X
  
• A Multi-expert System for Dynamic Signature Verification
  Vincenzo Di Lecce, Giovanni Dimauro, Andrea Guerriero, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  Multiple Classifier Systems 2000: 320-329
  DOI: 10.1007/3-540-45014-9_31
  

1999

• Electronic Document Image Resizing
  Vincenzo Di Lecce, Giovanni Dimauro, Andrea Guerriero, Giovanni Impedovo, Giuseppe Pirlo, A. Salzo
  ICDAR 1999: 63-66
  DOI: 10.1109/ICDAR.1999.791725
  
• Selection of Reference Signatures for Automatic Signature Verification
  Vincenzo Di Lecce, Giovanni Dimauro, Andrea Guerriero, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo, Lucia Sarcinella
  ICDAR 1999: 597-600
  DOI: 10.1109/ICDAR.1999.791858
  
• Knowledge-Based Methods for Classifier Combination: An Experimental Investigation
  Vincenzo Di Lecce, Andrea Guerriero, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  ICIAP 1999: 562-565
  DOI: 10.1109/ICIAP.1999.797655
  
• Image Basic Features Indexing Techniques for Video Skimming
  Vincenzo Di Lecce, Andrea Guerriero, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  ICIAP 1999: 715-
  DOI: 10.1109/ICIAP.1999.797679
  
• A New Database of Confusing Characters for Testing Character Recognition Algorithms
  Vincenzo Di Lecce, Andrea Guerriero, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  ICIAP 1999: 939-944
  DOI: 10.1109/ICIAP.1999.797716
  

1997

• Automatic Bankcheck Processing: A New Engineered System
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  Int. J. Pattern Recognit. Artif. Intell. 11[4]: 467-504
  DOI: 10.1142/S0218001497000214
  
• A Multi-Expert Signature Verification System for Bankcheck Processing
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  Int. J. Pattern Recognit. Artif. Intell. 11[5]: 827-844
  DOI: 10.1142/S0218001497000378
  
• Handwriting Recognition: State of the Art and Future Trends
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  BSDIA 1997: 1-18
  DOI: 10.1007/3-540-63791-5_1
  
• Zoning Design for Handwritten Numeral Recognition
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo
  ICIAP 1997: 592-599
  DOI: 10.1007/3-540-63508-4_172
  

1995

• A structural method with local refining for handwritten character recognition
  G. Congedo, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  ICDAR 1995: 853-856
  DOI: 10.1109/ICDAR.1995.602035
  
• Segmentation of numeric strings
  G. Congedo, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  ICDAR 1995: 1038-1041
  DOI: 10.1109/ICDAR.1995.602080
  
• Selecting Reference Signatures for On-Line Signature Verification
  G. Congedo, Giovanni Dimauro, A. M. Forte, Sebastiano Impedovo, Giuseppe Pirlo
  ICIAP 1995: 521-526
  DOI: 10.1007/3-540-60298-4_308
  
• Describing Words by Graphs
  G. Congedo, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  ICIAP 1995: 515-520
  DOI: 10.1007/3-540-60298-4_307
  
• A Robust Analytical Approach for Handwritten Word Recognition
  G. Congedo, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, D. Sfregola
  ICIAP 1995: 594-599
  DOI: 10.1007/3-540-60298-4_319
  

1994

• Component-Oriented Algorithms for Signature Verification
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  Int. J. Pattern Recognit. Artif. Intell. 8[3]: 771-793
  DOI: 10.1142/S0218001494000401
  

1993

• A New Thinning Algorithm Based on Controlled Deletion of Edge Regions
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  Int. J. Pattern Recognit. Artif. Intell. 7[5]: 969-986
  DOI: 10.1142/S0218001493000492
  
• A New Technique for Fast Number Comparison in the Residue Number System
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  IEEE Trans. Computers 42[5]: 608-61
  DOI: 10.1109/12.223680
  
• A system for bankchecks processing
  Giovanni Dimauro, Maria Rosaria Grattagliano, Sebastiano Impedovo, Giuseppe Pirlo
  ICDAR 1993: 454-459
  DOI: 10.1109/ICDAR.1993.395696
  

1992

• A new magnitude function for fast numbers comparison in the residue number system
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  Microprocess. Microprogramming 35[1-5]: 97-104
  DOI: 10.1016/0165-6074(92)90300-V
  
• Integration of a structural features-based preclassifier and a man-machine interactive classifier for a fast multi-stroke character recognition
  Giovanni Dimauro, Gaetano Gerardi, Sebastiano Impedovo, Giuseppe Pirlo, Domenico Tegolo
  ICPR 1992: 190-194
  DOI: 10.1109/ICPR.1992.202164
  
• From character to cursive script recognition: future trends in scientific research
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  ICPR 1992: 516-519
  DOI: 10.1109/ICPR.1992.201831
  
• Classification of ambiguous patterns
  Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo
  ICPR 1992: 520-524
  DOI: 10.1109/ICPR.1992.201832
  

1990

• Synaptic patterns in neural network detecting oriented slabs
  Sebastiano Impedovo, Marcello Castellano, Giovanni Dimauro, Giuseppe Pirlo
  Medical Imaging - Image Processing 1990
  DOI: 10.1117/12.18915
  

1989

• A spectra analysis-based signature verification system
  Sebastiano Impedovo, Marcello Castellano, Giuseppe Pirlo, A. Mingolla
  Recent Issues in Pattern Analysis and Recognition 1989: 316-323
  DOI: 10.1007/3-540-51815-0_64