Andrea De Lorenzo

65 papers A 6B 7C 5Misc 1Journal 27Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Close to Reality: Interpretable and Feasible Data Augmentation for Imbalanced Learning.
CoRR
Matheus Camilo da Silva, Gabriel Gustavo Costanzo, Andrea De Lorenzo, Sylvio Barbon Junior
2026 J jnl
Improving TabPFN's Synthetic Data Generation by Integrating Causal Structure.
CoRR
Davide Tugnoli, Andrea De Lorenzo, Marco Virgolin, Giovanni Cinà
2025 — conf
A Genetic Algorithm Framework for Jailbreaking Large Language Models.
GECCO Companion
Lorenzo Bonin, Lorenzo Cusin, Andrea De Lorenzo, Mauro Castelli, Luca Manzoni
2025 J jnl
Exploring the Effect of Genetic Improvement for Large Language Models-Generated Code.
SN Comput. Sci.
Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo
2025 B conf
Exploring the Integration of Cellular Structures in Genetic Programming-Based Methods.
EuroGP
Luigi Rovito, Lorenzo Bonin, Davide Farinati, Leonardo Vanneschi, Luca Manzoni, Andrea De Lorenzo, Gloria Pietropolli
2025 — conf
Improving LLM-generated code via genetic improvement: a summary of recent advances.
Ital-IA
Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo
2025 — conf
Learning the Particle Swarm Optimization Velocity Update via Genetic Programming.
GECCO Companion
Frederico J. J. B. Santos, Andrea De Lorenzo, Luca Manzoni, Gloria Pietropolli
2025 J jnl
Semantic-based recombination and mutation in cellular-inspired genetic programming.
Genet. Program. Evolvable Mach.
Luigi Rovito, Lorenzo Bonin, Davide Farinati, Leonardo Vanneschi, Luca Manzoni, Andrea De Lorenzo, Gloria Pietropolli
2024 J jnl
An Analysis of the Ingredients for Learning Interpretable Symbolic Regression Models with Human-in-the-loop and Genetic Programming.
ACM Trans. Evol. Learn. Optim.
Giorgia Nadizar, Luigi Rovito, Andrea De Lorenzo, Eric Medvet, Marco Virgolin
2024 J jnl
Cellular geometric semantic genetic programming.
Genet. Program. Evolvable Mach.
Lorenzo Bonin, Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
2024 B conf
Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement.
EuroGP
Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo
2024 — conf
From Courts to Comprehension: Can LLMs Make Judgments More Accessible?
WI/IAT
Giovanni Pinna, Davide Tugnoli, Mara Bartole, Luca Manzoni, Andrea De Lorenzo
2023 J jnl
Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming.
Algorithms
Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
2023 — conf
Evolution of Walsh Transforms with Genetic Programming.
GECCO Companion
Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
2022 J jnl
Adults as Augmentations for Children in Facial Emotion Recognition with Contrastive Learning.
CoRR
Marco Virgolin, Andrea De Lorenzo, Tanja Alderliesten, Peter A. N. Bosman
2021 J jnl
Automatic Search-and-Replace From Examples With Coevolutionary Genetic Programming.
IEEE Trans. Cybern.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2021 J jnl
Model Learning with Personalized Interpretability Estimation (ML-PIE).
CoRR
Marco Virgolin, Andrea De Lorenzo, Francesca Randone, Eric Medvet, Mattias Wahde
2021 — conf
Model learning with personalized interpretability estimation (ML-PIE).
GECCO Companion
Marco Virgolin, Andrea De Lorenzo, Francesca Randone, Eric Medvet, Mattias Wahde
2020 J jnl
2D-VSR-Sim: A simulation tool for the optimization of 2-D voxel-based soft robots.
SoftwareX
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Stefano Seriani
2020 J jnl
2D-VSR-Sim: an Optimization-friendly Simulator of 2-D Voxel-based Soft Robots.
CoRR
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Stefano Seriani
2020 C conf
Communication in Decision Making: Competition favors Inequality.
ALIFE
Jacopo Talamini, Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
2020 A conf
Evolution of distributed neural controllers for voxel-based soft robots.
GECCO
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Giulio Fidel
2020 J jnl
Genetic programming in the twenty-first century: a bibliometric and content-based analysis from both sides of the fence.
Genet. Program. Evolvable Mach.
Andrea De Lorenzo, Alberto Bartoli, Mauro Castelli, Eric Medvet, Bing Xue
2020 J jnl
Interactive example-based finding of text items.
Expert Syst. Appl.
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Fabiano Tarlao
2020 — conf
Learning a Formula of Interpretability to Learn Interpretable Formulas.
PPSN (2)
Marco Virgolin, Andrea De Lorenzo, Eric Medvet, Francesca Randone
2020 J jnl
Learning a Formula of Interpretability to Learn Interpretable Formulas.
CoRR
Marco Virgolin, Andrea De Lorenzo, Eric Medvet, Francesca Randone
2020 C conf
Mechanisms of Social Learning in Evolved Artificial Life.
ALIFE
Alberto Bartoli, Marco Catto, Andrea De Lorenzo, Eric Medvet, Jacopo Talamini
2020 J jnl
Visualizing the outcome of dynamic analysis of Android malware with VizMal.
J. Inf. Secur. Appl.
Andrea De Lorenzo, Fabio Martinelli, Eric Medvet, Francesco Mercaldo, Antonella Santone
2019 — conf
Active Learning of Predefined Models for Information Extraction: Selecting Regular Expressions from Examples.
FSDM
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2019 — conf
An analysis of dimensionality reduction techniques for visualizing evolution.
GECCO (Companion)
Andrea De Lorenzo, Eric Medvet, Tea Tusar, Alberto Bartoli
2019 J jnl
Designing automatically a representation for grammatical evolution.
Genet. Program. Evolvable Mach.
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Fabiano Tarlao
2019 J jnl
Enterprise wi-fi: we need devices that are secure by default.
Commun. ACM
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
2019 C conf
Evolutionary Synthesis of Sensing Controllers for Voxel-based Soft Robots.
ALIFE
Jacopo Talamini, Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
2019 J jnl
Multi-level diversity promotion strategies for Grammar-guided Genetic Programming.
Appl. Soft Comput.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Giovanni Squillero
2018 B conf
(In)Secure Configuration Practices of WPA2 Enterprise Supplicants.
ARES
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
2018 J jnl
(In)Secure Configuration Practices of WPA2 Enterprise Supplicants.
CoRR
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
2018 J jnl
Active Learning of Regular Expressions for Entity Extraction.
IEEE Trans. Cybern.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2018 — conf
Back To The Basics: Security of Software Downloads for Smart Objects.
GOODTECHS
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
2018 — conf
Exploring the application of GOMEA to bit-string GE.
GECCO (Companion)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
2018 — conf
GOMGE: Gene-Pool Optimal Mixing on Grammatical Evolution.
PPSN (1)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Fabiano Tarlao
2018 C conf
Personalized, Browser-Based Visual Phishing Detection Based on Deep Learning.
CRiSIS
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 B conf
"Best Dinner Ever!!!": Automatic Generation of Restaurant Reviews with LSTM-RNN.
WI
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Dennis Morello, Fabiano Tarlao
2016 Misc conf
Active learning approaches for learning regular expressions with genetic programming.
SAC
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 J jnl
Can a Machine Replace Humans in Building Regular Expressions? A Case Study.
IEEE Intell. Syst.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 J jnl
Correction to "Inference of Regular Expressions for Text Extraction from Examples".
IEEE Trans. Knowl. Data Eng.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 J jnl
Inference of Regular Expressions for Text Extraction from Examples.
IEEE Trans. Knowl. Data Eng.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 — conf
On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0).
GECCO (Companion)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 J jnl
Predicting the effectiveness of pattern-based entity extractor inference.
Appl. Soft Comput.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 A conf
Syntactical Similarity Learning by Means of Grammatical Evolution.
PPSN
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2016 — conf
Your Paper has been Accepted, Rejected, or Whatever: Automatic Generation of Scientific Paper Reviews.
CD-ARES
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2015 — conf
An Author Profiling Approach Based on Language-dependent Content and Stylometric Features.
CLEF (Working Notes)
Alberto Bartoli, Andrea De Lorenzo, Alessandra Laderchi, Eric Medvet, Fabiano Tarlao
2015 — conf
An Author Verification Approach Based on Differential Features: Notebook for PAN at CLEF 2015.
CLEF (Working Notes)
Alberto Bartoli, Alex Dagri, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2015 J jnl
Data Quality Challenge: Toward a Tool for String Processing by Examples.
ACM J. Data Inf. Qual.
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2015 B conf
Effectiveness of Opcode ngrams for Detection of Multi Family Android Malware.
ARES
Gerardo Canfora, Andrea De Lorenzo, Eric Medvet, Francesco Mercaldo, Corrado Aaron Visaggio
2015 A conf
Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction.
GECCO
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao, Marco Virgolin
2015 B conf
Learning Text Patterns Using Separate-and-Conquer Genetic Programming.
EuroGP
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2014 J jnl
Automatic Synthesis of Regular Expressions from Examples.
Computer
Alberto Bartoli, Giorgio Davanzo, Andrea De Lorenzo, Eric Medvet, Enrico Sorio
2014 A conf
Compressing Regular Expression Sets for Deep Packet Inspection.
PPSN
Alberto Bartoli, Simone Cumar, Andrea De Lorenzo, Eric Medvet
2014 — —
Genetic Programming Techniques in Engineering Applications.
Andrea De Lorenzo
2014 A conf
Playing regex golf with genetic programming.
GECCO
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
2013 C conf
A novel estimation methodology for tracheal pressure in mechanical ventilation control.
ISPA
Milos Ajcevic, Andrea De Lorenzo, Agostino Accardo, Alberto Bartoli, Eric Medvet
2013 A conf
Automatic string replace by examples.
GECCO
Andrea De Lorenzo, Eric Medvet, Alberto Bartoli
2012 — conf
Automatic generation of regular expressions from examples with genetic programming.
GECCO (Companion)
Alberto Bartoli, Giorgio Davanzo, Andrea De Lorenzo, Marco Mauri, Eric Medvet, Enrico Sorio
2011 — conf
Automatic Face Annotation in News Images by Mining the Web.
Web Intelligence
Eric Medvet, Alberto Bartoli, Giorgio Davanzo, Andrea De Lorenzo
2011 B conf
GP-Based Electricity Price Forecasting.
EuroGP
Alberto Bartoli, Giorgio Davanzo, Andrea De Lorenzo, Eric Medvet