Publications

Pinna Giovanni, Ravalico Damiano, Rovito Luigi, Manzoni Luca, De Lorenzo Andrea (2024). Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement. European Conference on Genetic Programming.

Nadizar Giorgia, Rovito Luigi, De Lorenzo Andrea, Medvet Eric, Virgolin Marco (2024). An analysis of the ingredients for learning interpretable symbolic regression models with human-in-the-loop and genetic programming. ACM Transactions on Evolutionary Learning and Optimization.

Rovito Luigi, De Lorenzo Andrea, Manzoni Luca (2023). Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming. Algorithms.

Bernardi Giulia, MedvetEric, Bartoli Alberto, De Lorenzo Andrea (2023). Examining the Role of Incentives in Scholarly Publishing with Multi-Agent Reinforcement Learning. Annual Conference on Artificial Life.

Rovito Luigi, De Lorenzo Andrea, Manzoni Luca (2023). Evolution of Walsh Transforms with genetic programming. ACM Genetic and Evolutionary Computation Conference.

Rovito Luigi, Bonin Lorenzo, Manzoni Luca, De Lorenzo Andrea (2022). An evolutionary computation approach for twitter bot detection. Applied Sciences.

BolićTatjana, Castelli Lorenzo, De Lorenzo Andrea, Vascotto Fulvio (2022). Trajectory clustering for air traffic categorisation. Aerospace.

Castelli Mauro, Manzoni Luca, Espindola Tatiane, Popovič Aleš, De Lorenzo Andrea (2021). Generative adversarial networks for generating synthetic features for Wi-Fi signal quality. Plos one.

Virgolin Marco, De Lorenzo Andrea, Randone Francesca, Medvet Eric, Mattias Wahde (2021). Model Learning with Personalized Interpretability Estimation (ML-PIE). Workshop on Evolutionary Computation and Decision Making.

De Lorenzo Andrea, Martinelli Fabio, Medvet Eric, Mercaldo Francesco, Santone Antonella (2020). Visualizing the Outcome of Dynamic Analysis of Android Malware with VizMal. Journal of Information Security and Applications.

Talamini Jacopo, Bartoli Alberto, De Lorenzo Andrea, Medvet Eric (2020). On the Impact of the Rules on Autonomous Drive Learning. Applied Sciences.

Bartoli Alberto, Catto Marco, De Lorenzo Andrea, Medvet Eric, Talamini Jacopo (2020). Mechanisms of Social Learning in Evolved Artificial Life. Annual Conference on Artificial Life.

Virgolin Marco, De Lorenzo Andrea, Medvet Eric, Randone Francesca (2020). Learning a Formula of Interpretability to Learn Interpretable Formulas. International Conference on Parallel Problem Solving from Nature.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea, Tarlao Fabiano (2020). Interactive Example-Based Finding of Text Items. Expert Systems with Applications.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea, Fidel Giulio (2020). Evolution of Distributed Neural Controllers for Voxel-based Soft Robots. ACM Genetic and Evolutionary Computation Conference.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea, Seriani Stefano (2020). Design, Validation, and Case Studies of 2D-VSR-Sim, an Optimization-friendly Simulator of 2-D Voxel-based Soft Robots. arXiv.

Talamini Jacopo, Medvet Eric, Bartoli Alberto, De Lorenzo Andrea (2020). Communication in Decision Making: Competition favors Inequality. Annual Conference on Artificial Life.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea, Seriani Stefano (2020). 2D-VSR-Sim: a Simulation Tool for the Optimization of 2-D Voxel-based Soft Robots. SoftwareX.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Squillero Giovanni (2019). Multi-level Diversity Promotion Strategies for Grammar-guided Genetic Programming. Applied Soft Computing.

Cottiga Simone, Bonin Lorenzo, Giberna Marco, Caruso Matteo, Görner Martin, Carabin Giovanni, Scalera Lorenzo, De Lorenzo Andrea, Seriani Stefano (2019). Leveraging Machine Learning for Terrain Traversability in Mobile Robotics. IFToMM Symposium on Mechanism Design for Robotics.

Etruncay Deniz, De Lorenzo Andrea, Costa Giovanni, Medvet Eric (2019). Identification of Near Fault Pulse Shaped Signals With Machine Learning Algorithms. EGU General Assembly.

De Lorenzo Andrea, Bartoli Alberto, Medvet Eric, Castelli Mauro, Xue Bing (2019). Genetic programming in the 21st century: a bibliometric and content-based analysis from both sides of the fence. Genetic Programming and Evolvable Machines.

Talamini Jacopo, Medvet Eric, Bartoli Alberto, De Lorenzo Andrea (2019). Evolutionary Synthesis of Sensing Controllers for Voxel-based Soft Robots. Annual Conference on Artificial Life.

Bartoli Alberto, Medvet Eric, De Lorenzo Andrea, Tarlao Fabiano (2019). Enterprise Wi-Fi: we need devices that are secure by default. Communications of the ACM.

Bonin Lorenzo, Rovito Luigi, De Lorenzo Andrea, Manzoni Luca (2019). Cellular geometric semantic genetic programming. Genetic Programming and Evolvable Machines.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2019). Automatic Search-and-Replace from Examples with Coevolutionary Genetic Programming. IEEE Transactions on Cybernetics.

De Lorenzo Andrea, Medvet Eric, Tušar Tea, Bartoli Alberto (2019). An Analysis of Dimensionality Reduction Techniques for Visualizing Evolution. Annual workshop on Visualisation in Genetic and Evolutionary Computation.

Bartoli Alberto, Medvet Eric, De Lorenzo Andrea, Tarlao Fabiano (2019). Active Learning of Predefined Models for Information Extraction: Selecting Regular Expressions from Examples. Fuzzy Systems and Data Mining.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2018). Personalized, Browser-based Visual Phishing Detection Based on Deep Learning. International Conference on Risks and Security of Internet and Systems.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2018). How Phishing Pages Look Like?. Cybernetics and Information Technologies.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea, Tarlao Fabiano (2018). GOMGE: Gene-pool Optimal Mixing on Grammatical Evolution. International Conference on Parallel Problem Solving from Nature.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea (2018). Exploring the Application of GOMEA to Bit-string GE. ACM Genetic and Evolutionary Computation Conference.

Medvet Eric, Bartoli Alberto, De Lorenzo Andrea, Tarlao Fabiano (2018). Designing Automatically a Representation for Grammatical Evolution. Genetic Programming and Evolvable Machines.

Bartoli Alberto, Medvet Eric, De Lorenzo Andrea, Tarlao Fabiano (2018). Back To The Basics: Security of Software Downloads for Smart Objects. EAI International Conference on Smart Objects and Technologies for Social Good.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Faraguna Marco, Tarlao Fabiano (2018). A Security-Oriented Analysis of Web Inclusions in the Italian Public Administration. Cybernetics and Information Technologies.

Bartoli Alberto, Medvet Eric, De Lorenzo Andrea, Tarlao Fabiano (2018). (In)Secure Configuration Practices of WPA2 Enterprise Supplicants. International Conference on Availability, Reliability and Security.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2017). Active Learning of Regular Expressions for Entity Extraction. IEEE Transactions on Cybernetics.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Your Paper has been Accepted, Rejected, or whatever: Automatic Generation of Scientific Paper Reviews. International Cross Domain Conference and Workshop.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Syntactical Similarity Learning by means of Grammatical Evolution. International Conference on Parallel Problem Solving from Nature.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Regex-based Entity Extraction with Active Learning and Genetic Programming. ACM SIGAPP Applied Computing Review.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Predicting the Effectiveness of Pattern-based Entity Extractor Inference. Applied Soft Computing.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0). ACM Genetic and Evolutionary Computation Conference.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Inference of Regular Expressions for Text Extraction from Examples. IEEE Transactions on Knowledge and Data Engineering.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Can A Machine Replace Humans In Building Regular Expressions? A Case Study. IEEE Intelligent Systems.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2016). Active Learning Approaches for Learning Regular Expressions with Genetic Programming. ACM/SIGAPP Symposium on Applied Computing.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Morello Dennis, Tarlao Fabiano (2016). "Best Dinner Ever!!!": Automatic Generation of Restaurant Reviews with LSTM-RNN. IEEE/WIC/ACM International Conference on Web Intelligence.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2015). Learning Text Patterns using Separate-and-Conquer Genetic Programming. European Conference on Genetic Programming.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano, Virgolin Marco (2015). Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction. ACM Genetic and Evolutionary Computation Conference.

Canfora Gerardo, De Lorenzo Andrea, Medvet Eric, Mercaldo Francesco, Visaggio Corrado Aaron (2015). Effectiveness of Opcode ngrams for Detection of Multi Family Android Malware. International Workshop on Security of Mobile Applications.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2015). Data Quality Challenge: Toward a tool for string processing by examples. ACM Journal of Data and Information Quality.

Bartoli Alberto, De Lorenzo Andrea, Laderchi Alessandra, Medvet Eric, Tarlao Fabiano (2015). An Author Profiling Approach Based on Language-dependent Content and Stylometric Features. Uncovering Plagiarism, Authorship and Social Softare Misuse at Conference and Labs of the Evaluation Forum.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric, Tarlao Fabiano (2014). Playing Regex Golf with Genetic Programming. ACM Genetic and Evolutionary Computation Conference.

Bartoli Alberto, Cumar Simone, De Lorenzo Andrea, Medvet Eric (2014). Compressing Regular Expression Sets for Deep Packet Inspection. International Conference on Parallel Problem Solving from Nature.

Bartoli Alberto, Davanzo Giorgio, De Lorenzo Andrea, Medvet Eric (2014). Automatic Synthesis of Regular Expressions from Examples. IEEE Computer.

Bartoli Alberto, De Lorenzo Andrea, Medvet Eric (2013). Automatic String Replace by Examples. ACM Genetic and Evolutionary Computation Conference.

Ajcevic Milos, De Lorenzo Andrea, Accardo Agostino, Bartoli Alberto, Medvet Eric (2013). A Novel Estimation Methodology for Tracheal Pressure in Mechanical Ventilation Control. International Symposium on Image and Signal Processing and Analysis.

Bartoli Alberto, Davanzo Giorgio, De Lorenzo Andrea, Mauri Marco, Medvet Eric, Sorio Enrico (2012). Automatic Generation of Regular Expressions from Examples with Genetic Programming. ACM Genetic and Evolutionary Computation Conference.

Bartoli Alberto, Davanzo Giorgio, De Lorenzo Andrea, Medvet Eric (2011). GP-based Electricity Price Forecasting. European Conference on Genetic Programming.

Medvet Eric, Bartoli Alberto, Davanzo Giorgio, De Lorenzo Andrea (2011). Automatic Face Annotation in News Images by Mining the Web. IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.