Bio
Lucia Sarcinella received a degree in computer science from the Department of Computer Science, University of Bari Aldo Moro in 1997. Her area of research is pattern recognition and ICT applications for distance learning, Web-based training, collaborative work and software engineering. She is currently publishing on various pattern recognition journals and conferences about handwriting dynamics, machine learning, traffic flow prediction. Lucia is also reviewer for IEEE Access, Elsevier Pattern Recognition Journal, MDPI Sensor, MDPI Information and many more.
She was a researcher at the Consorzio Interuniversitario Nazionale per l’Informatica (CINI). She is currently a research assistant in the Department of Computer Science at the University of Bari Aldo Moro about violence video detection.
Publications
2025
- 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
2024
- 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 - Human Activity Recognition for Identifying Bullying and Cyberbullying: A Comparative Analysis Between Users Under and over 18 Years Old
Vincenzo Gattulli, Lucia Sarcinella
ICPRAM 2024: 969-977
DOI: 10.5220/0012578800003654 - 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
2023
- Fixed Tasks for Continuous Authentication via Smartphone
Vincenzo Gattulli, Donato Impedovo, Tonino Palmisano, Lucia Sarcinella
ICPRAM 2023: 905-913
DOI: 10.5220/0011718300003411 - 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
- Cyber Aggression and Cyberbullying Identification on Social Networks
Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella
ICPRAM 2022: 644-651
DOI: 10.5220/0010877600003122 - 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
2021
- 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 - 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
2020
- 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 - 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 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 - 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
- Handwriting Dynamics as an Indicator of Cognitive Reserve: An Exploratory Study
Maria Teresa Angelillo, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Gennaro Vessio
SMC 2019: 835-840
DOI: 10.1109/SMC.2019.8914157 - An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification
Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Gennaro Vessio
SMC 2019: 3048-3053
DOI: 10.1109/SMC.2019.8914523
2013
- Writing Generation Model for Health Care Neuromuscular System Investigation
Donato Impedovo, Giuseppe Pirlo, Francesco Maurizio Mangini, Donato Barbuzzi, Andrea Rollo, Alessandro Balestrucci, Sebastiano Impedovo, L. Sarcinella, Christian O'Reilly, Rejean Plamondon
CIBB 2013: 137-148
DOI: 10.1007/978-3-319-09042-9_10
2012
- Analysis of Stability in Static Signatures Using Cosine Similarity
Donato Impedovo, Giuseppe Pirlo, L. Sarcinella, Erasmo Stasolla, Claudia Adamita Trullo
ICFHR 2012: 231-235
DOI: 10.1109/ICFHR.2012.180
2010
- Artificial Classifier Generation for Multi-expert System Evaluation
Donato Impedovo, Giuseppe Pirlo, L. Sarcinella, Erasmo Stasolla
ICFHR 2010: 421-426
DOI: 10.1109/ICFHR.2010.72
2003
- Multi-Expert Verification of Hand-Written Signatures
L. Bovino, Sebastiano Impedovo, Giuseppe Pirlo, L. Sarcinella
ICDAR 2003: 932-936
DOI: 10.1109/ICDAR.2003.1227796 - Bank-check Processing System: Modifications Due to the New European Currency
N. Greco, Donato Impedovo, M. G. Lucchese, A. Salzo, L. Sarcinella
ICDAR 2003: 343-348
DOI: 10.1109/ICDAR.2003.1227686
2002
- Analysis of stability in hand-written dynamic signatures
Giovanni Dimauro, Sebastiano Impedovo, Raffaele Modugno, Giuseppe Pirlo, L. Sarcinella
IWFHR 2002: 259-263
DOI: 10.1109/IWFHR.2002.1030919
1999
- Selection of Reference Signatures for Automatic Signature Verification
Vincenzo Di Lecce, Giovanni Dimauro, Andrea Guerriero, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo, L. Sarcinella
ICDAR 1999: 597-600
DOI: 10.1109/ICDAR.1999.791858