De Lorenzo Andrea

Latest

• Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement
• An analysis of the ingredients for learning interpretable symbolic regression models with human-in-the-loop and genetic programming
• Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming
• Evolution of Walsh Transforms with genetic programming
• Examining the Role of Incentives in Scholarly Publishing with Multi-Agent Reinforcement Learning
• An evolutionary computation approach for twitter bot detection
• Trajectory clustering for air traffic categorisation
• Generative adversarial networks for generating synthetic features for Wi-Fi signal quality
• Model Learning with Personalized Interpretability Estimation (ML-PIE)
• 2D-VSR-Sim: a Simulation Tool for the Optimization of 2-D Voxel-based Soft Robots
• Communication in Decision Making: Competition favors Inequality
• Design, Validation, and Case Studies of 2D-VSR-Sim, an Optimization-friendly Simulator of 2-D Voxel-based Soft Robots
• Evolution of Distributed Neural Controllers for Voxel-based Soft Robots
• Interactive Example-Based Finding of Text Items
• Learning a Formula of Interpretability to Learn Interpretable Formulas
• Mechanisms of Social Learning in Evolved Artificial Life
• On the Impact of the Rules on Autonomous Drive Learning
• Visualizing the Outcome of Dynamic Analysis of Android Malware with VizMal
• Active Learning of Predefined Models for Information Extraction: Selecting Regular Expressions from Examples
• An Analysis of Dimensionality Reduction Techniques for Visualizing Evolution
• Automatic Search-and-Replace from Examples with Coevolutionary Genetic Programming
• Cellular geometric semantic genetic programming
• Enterprise Wi-Fi: we need devices that are secure by default
• Evolutionary Synthesis of Sensing Controllers for Voxel-based Soft Robots
• Genetic programming in the 21st century: a bibliometric and content-based analysis from both sides of the fence
• Identification of Near Fault Pulse Shaped Signals With Machine Learning Algorithms
• Leveraging Machine Learning for Terrain Traversability in Mobile Robotics
• Multi-level Diversity Promotion Strategies for Grammar-guided Genetic Programming
• (In)Secure Configuration Practices of WPA2 Enterprise Supplicants
• A Security-Oriented Analysis of Web Inclusions in the Italian Public Administration
• Back To The Basics: Security of Software Downloads for Smart Objects
• Designing Automatically a Representation for Grammatical Evolution
• Exploring the Application of GOMEA to Bit-string GE
• GOMGE: Gene-pool Optimal Mixing on Grammatical Evolution
• How Phishing Pages Look Like?
• Personalized, Browser-based Visual Phishing Detection Based on Deep Learning
• Active Learning of Regular Expressions for Entity Extraction
• "Best Dinner Ever!!!": Automatic Generation of Restaurant Reviews with LSTM-RNN
• Active Learning Approaches for Learning Regular Expressions with Genetic Programming
• Can A Machine Replace Humans In Building Regular Expressions? A Case Study
• Inference of Regular Expressions for Text Extraction from Examples
• On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0)
• Predicting the Effectiveness of Pattern-based Entity Extractor Inference
• Regex-based Entity Extraction with Active Learning and Genetic Programming
• Syntactical Similarity Learning by means of Grammatical Evolution
• Your Paper has been Accepted, Rejected, or whatever: Automatic Generation of Scientific Paper Reviews
• An Author Profiling Approach Based on Language-dependent Content and Stylometric Features
• Data Quality Challenge: Toward a tool for string processing by examples
• Effectiveness of Opcode ngrams for Detection of Multi Family Android Malware
• Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction
• Learning Text Patterns using Separate-and-Conquer Genetic Programming
• Automatic Synthesis of Regular Expressions from Examples
• Compressing Regular Expression Sets for Deep Packet Inspection
• Playing Regex Golf with Genetic Programming
• A Novel Estimation Methodology for Tracheal Pressure in Mechanical Ventilation Control
• Automatic String Replace by Examples
• Automatic Generation of Regular Expressions from Examples with Genetic Programming
• Automatic Face Annotation in News Images by Mining the Web
• GP-based Electricity Price Forecasting