Publications

Year 2024 #

  1. Conf Pietropolli, Nichele, Medvet; The Role of the Substrate in CA-based Evolutionary Algorithms; ACM Genetic and Evolutionary Computation Conference (GECCO); 2024 (To appear)
  2. Conf Nadizar, Medvet, Wilson; Searching for a Diversity of Interpretable Graph Control Policies; ACM Genetic and Evolutionary Computation Conference (GECCO); 2024 (To appear)
  3. Conf Nadizar, Medvet, Wilson; Naturally Interpretable Control Policies via Graph-based Genetic Programming; 27th European Conference on Genetic Programming (EuroGP); 2024 (Best paper award)
  4. Conf Jorgensen, Nadizar, Pietropolli, Manzoni, Medvet, O'Really, Hemberg; Large Language Model-based Test Case Generation for GP Agents; ACM Genetic and Evolutionary Computation Conference (GECCO); 2024 (To appear)
  5. Conf Nadizar, Medvet; Interpretable Control of Modular Soft Robots; French Regional Conference on Complex Systems (FRCCS); 2024
  6. Conf Mégane, Medvet, Lourenço, Machado; Grammar-based Evolution of Polyominoes; 27th European Conference on Genetic Programming (EuroGP); 2024
  7. Conf Medvet, Nadizar; GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots; XX Genetic Programming Theory & Practice (GPTP); 2024
  8. Conf Gulisano, Medvet; Evolutionary Computation meets Stream Processing; 27th International Conference on the Applications of Evolutionary Computation (EvoAPPS); 2024
  9. Conf El Saliby, Nadizar, Salvato, Medvet; Eventually, All You Need is a Simple Evolutionary Algorithm (for Neuroevolution of Continuous Control Policies); Workshop on Neuroevolution at Work (NEWK@GECCO); 2024 (To appear)
  10. Jour Rusin, Medvet; How Perception, Actuation, and Communication Impact on the Emergence of Collective Intelligence in Simulated Modular Robots; Artificial Life, Q3; 2024 (To appear)
  11. Jour Pigozzi, Nenzi, Medvet; BUSTLE: a Versatile Tool for the Evolutionary Learning of STL Specifications from Data; Evolutionary Computation (ECJ), Q1; 2024
  12. Jour Nadizar, Rovito, De Lorenzo, Medvet, Virgolin; 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 (TELO); 2024
  13. Othe Nadizar, Rovito, Wilson, Medvet; Interpretable Control Competition; ACM Genetic and Evolutionary Computation Conference (GECCO); 2024 (To appear)

Year 2023 #

  1. Chap Medvet, Nadizar, Pigozzi, Salvato; Evolutionary Machine Learning in Robotics; Handbook of Evolutionary Machine Learning; 2023
  2. Conf Nadizar, Medvet; On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: an Experimental Analysis; 26th European Conference on Genetic Programming (EuroGP); 2023
  3. Conf Nadizar, Medvet, Walker, Risi; Neural Cellular Automata Enable Self-Discovery of Physical Configuration in Modular Robots Driven by Collective Intelligence; The Distributed Ghost Workshop (DistributedGhost@Alife); 2023
  4. Conf Pigozzi, Woodman, Medvet, Kramer-Bottiglio, Bongard; Morphology Choice Affects the Evolution of Affordance Detection in Robots; ACM Genetic and Evolutionary Computation Conference (GECCO); 2023
  5. Conf Cosatto, Medvet; Introduzione al Coding Unplugged per la Fascia 3–7 Anni con il The Coding Box Laptop; Convegno ITAliano sulla Didattica dell’INFOrmatica (ITADINFO); 2023
  6. Conf Pigozzi, Camerota Verdù, Medvet; How the Morphology Encoding Influences the Learning Ability in Body-Brain Co-Optimization; ACM Genetic and Evolutionary Computation Conference (GECCO); 2023
  7. Conf Bernardi, Medvet, Bartoli, De Lorenzo; Examining the Role of Incentives in Scholarly Publishing with Multi-Agent Reinforcement Learning; Annual Conference on Artificial Life (Alife); 2023
  8. Conf Medvet, Pozzi, Manzoni; A General Purpose Representation and Adaptive EA for Evolving Graphs; ACM Genetic and Evolutionary Computation Conference (GECCO); 2023
  9. Conf Nadizar, Medvet, Walker, Risi; A Fully-distributed Shape-aware Neural Controller for Modular Robots; ACM Genetic and Evolutionary Computation Conference (GECCO); 2023
  10. Jour Marchiori Pietrosanti, Nadizar, Pigozzi, Medvet; Human Control of Simulated Modular Soft Robots may Predict the Performance of Optimized AI-based Controllers; IEEE Access, Q1; 2023
  11. Jour Pigozzi, Medvet, Bartoli, Rochelli; Factors Impacting Diversity and Effectiveness of Evolved Modular Robots; ACM Transactions on Evolutionary Learning and Optimization (TELO); 2023
  12. Jour de Castro Silva, Bogaz Zarpelão, Medvet, Barbon Junior; Explainable Time Series Tree: An explainable top-down time series segmentation framework; IEEE Access, Q1; 2023
  13. Jour Bartoli, Manzoni, Medvet; Commentary on "Jaws 30", by W. B. Langdon; Genetic Programming and Evolvable Machines (GENP), Q2; 2023
  14. Jour Nadizar, Medvet, Nichele, Pontes-Filho; An Experimental Comparison of Evolved Neural Network Models for Controlling Simulated Modular Soft Robots; Applied Soft Computing (ASOC), Q1; 2023
  15. Jour Seriani, Carrato, Medvet, Cernigoi, Zibai, Gallina; A Powered Floor System with Integrated Robot Localization; Electronics, Q2; 2023
  16. Jour Panfilo, Boudewijn, Saccani, Coser, Svara, Rossi Chauvenet, Mami, Medvet; A Deep Learning-based Pipeline for the Generation of Synthetic Tabular Data; IEEE Access, Q1; 2023

Year 2022 #

  1. Conf Indri, Bartoli, Medvet, Nenzi; One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems; 25th European Conference on Genetic Programming (EuroGP); 2022
  2. Conf Nadizar, Medvet, Miras; On the Schedule for Morphological Development of Evolved Modular Soft Robots; 25th European Conference on Genetic Programming (EuroGP); 2022 (Best student poster award)
  3. Conf Furlan, Medvet, Nadizar, Pigozzi; On the Mutual Influence of Human and Artificial Life: an Experimental Investigation; Annual Conference on Artificial Life (Alife); 2022
  4. Conf Medvet, Nadizar, Pigozzi; On the Impact of Body Material Properties on Neuroevolution for Embodied Agents: the Case of Voxel-based Soft Robots; Workshop on Neuroevolution at Work (NEWK@GECCO); 2022
  5. Conf Ferigo, Soros, Medvet, Iacca; On the Entanglement between Evolvability and Fitness: an Experimental Study on Voxel-based Soft Robots; Annual Conference on Artificial Life (Alife); 2022
  6. Conf Virgolin, Medvet, Alderliesten, Bosman; Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning; 1st Workshop on Heterodox Methods for Interpretable and Efficient Artificial Intelligence (HMIEAI@HHAI); 2022
  7. Conf Medvet, Nadizar, Manzoni; JGEA: a Modular Java Framework for Experimenting with Evolutionary Computation; Workshop Evolutionary Computation Software Systems (EvoSoft@GECCO); 2022
  8. Conf Medvet, Rusin; Impact of Morphology Variations on Evolved Neural Controllers for Modular Robots; XVI International Workshop on Artificial Life and Evolutionary Computation (WIVACE); 2022
  9. Conf Mami, Coser, Medvet, Boudewijn, Volpe, Whitworth, Panfilo, Saccani; Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders; SyntheticData4ML Workshop (SD4ML@NeurIPS); 2022
  10. Conf Pigozzi, Tang, Medvet, Ha; Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention; ACM Genetic and Evolutionary Computation Conference (GECCO); 2022
  11. Conf Nadizar, Medvet, Nichele, Pontes-Filho; Collective control of modular soft robots via embodied Spiking Neural Cellular Automata; Workshop on From Cells to Societies: Collective Learning across Scales (Cells2Societies@ICLR); 2022 (Best poster award)
  12. Jour Ferigo, Medvet, Iacca; Optimizing the Sensory Apparatus of Voxel-based Soft Robots through Evolution and Babbling; Springer Nature Computer Science; 2022
  13. Jour Nadizar, Medvet, Nichele, Huse Ramstad, Pellegrino, Zullich; Merging Pruning and Neuroevolution: towards Robust and Efficient Controllers for Modular Soft Robots; Knowledge Engineering Review (KER), Q2; 2022
  14. Jour Pigozzi, Medvet; Evolving Modularity in Soft Robots through an Embodied and Self-Organizing Neural Controller; Artificial Life, Q3; 2022
  15. Jour Ferigo, Iacca, Medvet, Pigozzi; Evolving Hebbian Learning Rules in Voxel-based Soft Robot; IEEE Transactions on Cognitive and Developmental Systems (TCDS), Q1; 2022

Year 2021 #

  1. Conf Zullich, Medvet, Pellegrino, Ansuini; Speeding-up pruning for Artificial Neural Networks: Introducing Accelerated Iterative Magnitude Pruning; 25th International Conference on Pattern Recognition (ICPR); 2021
  2. Conf Nadizar, Medvet, Pellegrino, Zullich, Nichele; On the Effects of Pruning on Evolved Neural Controllers for Soft Robots; Workshop on Neuroevolution at Work (NEWK@GECCO); 2021
  3. Conf Virgolin, De Lorenzo, Randone, Medvet, Wahde; Model Learning with Personalized Interpretability Estimation (ML-PIE); Workshop on Evolutionary Computation and Decision Making (EC+DM@GECCO); 2021
  4. Conf Medvet, Bartoli; Evolutionary Optimization of Graphs with GraphEA; 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA); 2021
  5. Conf Salvato, Fenu, Medvet, Pellegrino; Characterization of Modeling Errors Affecting Performances of a Robotics Deep Reinforcement Learning Controller in a Sim-to-Real Transfer; 44th International Convention on Information, Communication and Electronic Technology (MIPRO); 2021
  6. Conf Medvet, Pigozzi, Bartoli, Rochelli; Biodiversity in Evolved Voxel-based Soft Robots; ACM Genetic and Evolutionary Computation Conference (GECCO); 2021 (Best paper award at complex systems track)
  7. Conf Ferigo, Iacca, Medvet; Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots; 24th International Conference on the Applications of Evolutionary Computation (EvoAPPS); 2021
  8. Jour Pigozzi, Medvet, Nenzi; Mining Road Traffic Rules with Signal Temporal Logic and Grammar-based Genetic Programming; Applied Sciences, Q2; 2021
  9. Jour Seriani, Marcini, Caruso, Gallina, Medvet; Crowded Environment Navigation with NEAT: Impact of Perception Resolution on Controller Optimization; Journal of Intelligent & Robotic Systems (JINT), Q2; 2021
  10. Jour Salvato, Fenu, Medvet, Pellegrino; Crossing the Reality Gap: a Survey on Sim-to-Real Transferability of Robot Controllers in Reinforcement Learning; IEEE Access, Q1; 2021
  11. Jour Talamini, Medvet, Nichele; Criticality-driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots; Frontiers in Robotics and AI (FRAI), Q2; 2021
  12. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Automatic Search-and-Replace from Examples with Coevolutionary Genetic Programming; IEEE Transactions on Cybernetics (TCyb), Q1; 2021
  13. Prep Ferigo, Iacca, Medvet, Pigozzi; Evolving Hebbian Learning Rules in Voxel-based Soft Robots; IEEE TechRxiv; 2021

Year 2020 #

  1. Conf Ansuini, Medvet, Pellegrino, Zullich; On the Similarity between Hidden Layers of Pruned and Unpruned Convolutional Neural Networks; 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM); 2020
  2. Conf Fenu, Medvet, Panfilo, Pellegrino; Mosaic Images Segmentation using U-Net; 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM); 2020 (Best poster award)
  3. Conf Bartoli, Catto, De Lorenzo, Medvet, Talamini; Mechanisms of Social Learning in Evolved Artificial Life; Annual Conference on Artificial Life (Alife); 2020
  4. Conf Virgolin, De Lorenzo, Medvet, Randone; Learning a Formula of Interpretability to Learn Interpretable Formulas; 16th International Conference on Parallel Problem Solving from Nature (PPSN); 2020
  5. Conf Ansuini, Medvet, Pellegrino, Zullich; Investigating Similarity Metrics for Convolutional Neural Networks in the Case of Unstructured Pruning; 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM); 2020
  6. Conf Medvet, Bartoli; GraphEA: a Versatile Representation and Evolutionary Algorithm for Graphs; Workshop on Evolutionary and Population-based Optimization (WEPO@AIxIA); 2020
  7. Conf Bartoli, Medvet; Exploring the potential of GPT-2 for generating fake reviews of research papers; 6th Fuzzy Systems and Data Mining (FSDM); 2020
  8. Conf Medvet, Bartoli, De Lorenzo, Fidel; Evolution of Distributed Neural Controllers for Voxel-based Soft Robots; ACM Genetic and Evolutionary Computation Conference (GECCO); 2020
  9. Conf Talamini, Medvet, Bartoli, De Lorenzo; Communication in Decision Making: Competition favors Inequality; Annual Conference on Artificial Life (Alife); 2020
  10. Jour Bartoli, Castelli, Medvet; Weighted Hierarchical Grammatical Evolution; IEEE Transactions on Cybernetics (TCyb), Q1; 2020
  11. Jour De Lorenzo, Martinelli, Medvet, Mercaldo, Santone; Visualizing the Outcome of Dynamic Analysis of Android Malware with VizMal; Journal of Information Security and Applications (JISA), Q2; 2020
  12. Jour Manzoni, Bartoli, Castelli, Gonçalves, Medvet; Specializing Context-Free Grammars with a (1+1)-EA; IEEE Transactions on Evolutionary Computation (TEVC), Q1; 2020
  13. Jour Talamini, Bartoli, De Lorenzo, Medvet; On the Impact of the Rules on Autonomous Drive Learning; Applied Sciences, Q2; 2020
  14. Jour Medvet, Bartoli, De Lorenzo, Tarlao; Interactive Example-Based Finding of Text Items; Expert Systems with Applications (ESWA), Q1; 2020
  15. Jour De Lorenzo, Bartoli, Medvet, Castelli, Xue; Genetic programming in the 21st century: a bibliometric and content-based analysis from both sides of the fence; Genetic Programming and Evolvable Machines (GENP), Q2; 2020
  16. Jour Medvet, Seriani, Bartoli, Gallina; Evolutionary Optimization of Sliding Contact Positions in Powered Floor Systems for Mobile Robots; at - Automatisierungstechnik, Q3; 2020
  17. Jour Medvet, Bartoli, De Lorenzo, Seriani; 2D-VSR-Sim: a Simulation Tool for the Optimization of 2-D Voxel-based Soft Robots; SoftwareX, Q2; 2020
  18. Prep Medvet, Bartoli, De Lorenzo, Seriani; Design, Validation, and Case Studies of 2D-VSR-Sim, an Optimization-friendly Simulator of 2-D Voxel-based Soft Robots; arXiv; 2020

Year 2019 #

  1. Abst Panfilo, De Nunzio, Pastore, Saccani, Boudewijn, Tortella, Mattioli, Lombardo, Carbone, Fuschi, Dutto, Witt, Medvet, Tubaro; Using machine learning tools to predict prostate cancer upgrading after robotic radical prostatectomy; European Urology Supplements; 2019
  2. Conf Talamini, Medvet, Bartoli, De Lorenzo; Evolutionary Synthesis of Sensing Controllers for Voxel-based Soft Robots; Annual Conference on Artificial Life (Alife); 2019
  3. Conf Medvet, Seriani, Bartoli, Gallina; Design of Powered Floor Systems for Mobile Robots with Differential Evolution; 22nd International Conference on the Applications of Evolutionary Computation (EvoAPPS); 2019
  4. Conf Talamini, Medvet, Bartoli; Communication-based Cooperative Tasks: how the Language Expressiveness affects Reinforcement Learning; 34th ACM/SIGAPP Symposium on Applied Computing (SAC); 2019
  5. Conf Bortolussi, Gulisano, Medvet, Palyvos-Giannas; Automatic Translation of Spatio-Temporal Logics to Streaming-Based Monitoring Applications for IoT-Equipped Autonomous Agents; 6th International Workshop on Middleware and Applications for the Internet of Things (M4IoT@Middleware); 2019
  6. Conf De Lorenzo, Medvet, Tušar, Bartoli; An Analysis of Dimensionality Reduction Techniques for Visualizing Evolution; 10th Annual workshop on Visualisation in Genetic and Evolutionary Computation (VizGEC@GECCO); 2019
  7. Conf Bartoli, Medvet, De Lorenzo, Tarlao; Active Learning of Predefined Models for Information Extraction: Selecting Regular Expressions from Examples; 5th Fuzzy Systems and Data Mining (FSDM); 2019
  8. Jour Bartoli, De Lorenzo, Medvet, Squillero; Multi-level Diversity Promotion Strategies for Grammar-guided Genetic Programming; Applied Soft Computing (ASOC), Q1; 2019
  9. Jour Bartoli, Medvet, De Lorenzo, Tarlao; Enterprise Wi-Fi: we need devices that are secure by default; Communications of the ACM (CACM), Q1; 2019
  10. Jour Medvet, Bartoli, De Lorenzo, Tarlao; Designing Automatically a Representation for Grammatical Evolution; Genetic Programming and Evolvable Machines (GENP), Q2; 2019
  11. Jour Seriani, Medvet, Carrato, Gallina; A Complete Framework for the Synthesis of Powered Floors Systems; IEEE/ASME Transactions on Mechatronics (TMECH), Q1; 2019
  12. Post Etruncay, De Lorenzo, Costa, Medvet; Identification of Near Fault Pulse Shaped Signals With Machine Learning Algorithms; EGU General Assembly; 2019

Year 2018 #

  1. Conf Bacci, Martinelli, Medvet, Mercaldo; VizMal: A Visualization Tool for Analyzing the Behavior of Android Malware; International Workshop on FORmal methods for Security Engineering (ForSE); 2018
  2. Conf Talamini, Scaini, Medvet, Bartoli; Selfish vs. Global Behavior Promotion in Car Controller Evolution; 1st GECCO Workshop on Decomposition Techniques in Evolutionary Optimization (DTEO@GECCO); 2018
  3. Conf Bartoli, De Lorenzo, Medvet, Tarlao; Personalized, Browser-based Visual Phishing Detection Based on Deep Learning; 13th International Conference on Risks and Security of Internet and Systems (CRiSIS); 2018
  4. Conf Medvet, Bartoli; On the Automatic Design of a Representation for Grammar-based Genetic Programming; 21st European Conference on Genetic Programming (EuroGP); 2018 (Best paper award)
  5. Conf Medvet, Bartoli, Ansuini, Tarlao; Observing the Population Dynamics in GE by means of the Intrinsic Dimension; Evolutionary Machine Learning workshop at International Conference on Parallel Problem Solving from Nature (EML@PPSN); 2018
  6. Conf Bacci, Bartoli, Martinelli, Medvet, Mercaldo, Visaggio; Impact of Code Obfuscation on Android Malware Detection based on Static and Dynamic Analysis; International Conference on Information Systems Security and Privacy (ICISSP); 2018
  7. Conf Medvet, Bartoli, De Lorenzo, Tarlao; GOMGE: Gene-pool Optimal Mixing on Grammatical Evolution; 15th International Conference on Parallel Problem Solving from Nature (PPSN); 2018
  8. Conf Medvet, Bartoli, De Lorenzo; Exploring the Application of GOMEA to Bit-string GE; ACM Genetic and Evolutionary Computation Conference (GECCO); 2018
  9. Conf Bacci, Bartoli, Martinelli, Medvet, Mercaldo; Detection of Obfuscation Techniques in Android Applications; 7th International Workshop on Security of Mobile Applications (IWSMA); 2018
  10. Conf Bartoli, Medvet, De Lorenzo, Tarlao; Back To The Basics: Security of Software Downloads for Smart Objects; 4th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS); 2018
  11. Conf Bartoli, Medvet, De Lorenzo, Tarlao; (In)Secure Configuration Practices of WPA2 Enterprise Supplicants; 13th International Conference on Availability, Reliability and Security (ARES); 2018
  12. Jour Medvet, Virgolin, Castelli, Bosman, Gonçalves, Tušar; Unveiling Evolutionary Algorithm Representation with DU Maps; Genetic Programming and Evolvable Machines (GENP), Q2; 2018
  13. Jour Bartoli, De Lorenzo, Medvet, Tarlao; How Phishing Pages Look Like?; Cybernetics and Information Technologies (CIT), Q2; 2018
  14. Jour Bartoli, Medvet, Onesti; Evil Twins and WPA2 Enterprise: A Coming Security Disaster?; Computers & Security (CS), Q1; 2018
  15. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Active Learning of Regular Expressions for Entity Extraction; IEEE Transactions on Cybernetics (TCyb), Q1; 2018
  16. Jour Bartoli, De Lorenzo, Medvet, Faraguna, Tarlao; A Security-Oriented Analysis of Web Inclusions in the Italian Public Administration; Cybernetics and Information Technologies (CIT), Q2; 2018

Year 2017 #

  1. Conf Medvet, Tušar; The DU Map: A Visualization to Gain Insights into Genotype-Phenotype Mapping and Diversity; 8th Annual workshop on Visualisation in Genetic and Evolutionary Computation (VizGEC@GECCO); 2017
  2. Conf Medvet, Bartoli, Talamini; Road Traffic Rules Synthesis using Grammatical Evolution; 20th International Conference on the Applications of Evolutionary Computation (EvoAPPS); 2017
  3. Conf Medvet; Hierarchical Grammatical Evolution; ACM Genetic and Evolutionary Computation Conference (GECCO); 2017
  4. Conf Medvet, Daolio, Tagliapietra; Evolvability in Grammatical Evolution; ACM Genetic and Evolutionary Computation Conference (GECCO); 2017
  5. Conf Medvet, Bartoli, Squillero; An Effective Diversity Promotion Mechanism in Grammatical Evolution; ACM Genetic and Evolutionary Computation Conference (GECCO); 2017
  6. Conf Lombardi, Medvet, Bartoli; A Language for UAV Traffic Rules in an Urban Environment and Decentralized Scenario; IEEE International Conference on Tools with Artificial Intelligence (ICTAI); 2017
  7. Conf Medvet; A Comparative Analysis of Dynamic Locality and Redundancy in Grammatical Evolution; 20th European Conference on Genetic Programming (EuroGP); 2017

Year 2016 #

  1. Conf Bartoli, De Lorenzo, Medvet, Tarlao; Your Paper has been Accepted, Rejected, or whatever: Automatic Generation of Scientific Paper Reviews; International Cross Domain Conference and Workshop (CD-ARES); 2016
  2. Conf Garofolo, Medvet, Babich, Ramponi; Understanding needs, identifying opportunities: ICT in the view of Universal Design; 2nd EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS); 2016
  3. Conf Bartoli, De Lorenzo, Medvet, Tarlao; Syntactical Similarity Learning by means of Grammatical Evolution; 14th International Conference on Parallel Problem Solving from Nature (PPSN); 2016
  4. Conf Ferrante, Medvet, Mercaldo, Milosevic, Visaggio; Spotting the Malicious Moment: Characterizing Malware Behavior Using Dynamic Features; 5th International Workshop on Security of Mobile Applications (IWSMA); 2016
  5. Conf Bartoli, Fenu, Medvet, Pellegrino, Timeus; Segmentation of Mosaic Images based on Deformable Models using Genetic Algorithms; 2nd EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS); 2016
  6. Conf Bartoli, De Lorenzo, Medvet, Tarlao; On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0); ACM Genetic and Evolutionary Computation Conference (GECCO); 2016
  7. Conf Medvet, Mercaldo; Exploring the usage of Topic Modeling for Android Malware Static Analysis; 1st International Workshop on Malware Analysis (WMA); 2016
  8. Conf Carrato, Marsi, Medvet, Pellegrino, Ramponi, Vittori; Computer Vision for the blind: a dataset for experiments on face detection and recognition; 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO); 2016
  9. Conf De Marco, Fenu, Medvet, Pellegrino; Computer Vision for the Blind: a Comparison of Face Detectors in a Relevant Scenario; 2nd EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS); 2016
  10. Conf Bartoli, De Lorenzo, Medvet, Tarlao; Active Learning Approaches for Learning Regular Expressions with Genetic Programming; 31st ACM/SIGAPP Symposium on Applied Computing (SAC); 2016
  11. Conf Canfora, Medvet, Mercaldo, Visaggio; Acquiring and Analysing App Metrics for Effective Mobile Malware Detection; 2nd ACM International Workshop on Security And Privacy Analytics (IWSPA); 2016
  12. Conf Bartoli, Carminati, Ferrari, Medvet; A Language and an Inference Engine for Twitter Filtering Rules; IEEE/WIC/ACM International Conference on Web Intelligence (WI); 2016
  13. Conf Bartoli, De Lorenzo, Medvet, Morello, Tarlao; "Best Dinner Ever!!!": Automatic Generation of Restaurant Reviews with LSTM-RNN; IEEE/WIC/ACM International Conference on Web Intelligence (WI); 2016
  14. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Regex-based Entity Extraction with Active Learning and Genetic Programming; ACM SIGAPP Applied Computing Review (ACR); 2016
  15. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Predicting the Effectiveness of Pattern-based Entity Extractor Inference; Applied Soft Computing (ASOC), Q1; 2016
  16. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Inference of Regular Expressions for Text Extraction from Examples; IEEE Transactions on Knowledge and Data Engineering (TKDE), Q1; 2016 (Silver Medal 13-th HUMIES)
  17. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Can A Machine Replace Humans In Building Regular Expressions? A Case Study; IEEE Intelligent Systems (IS), Q1; 2016 (Silver Medal 13-th HUMIES)
  18. Jour Bartoli, Medvet; An architecture for anonymous mobile coupons in a large network; Journal of Computer Networks and Communications (JCNC), Q2; 2016

Year 2015 #

  1. Conf Carrato, Fenu, Medvet, Mumolo, Pellegrino, Ramponi; Towards More Natural Social Interactions of Visually Impaired Persons; Advanced Concepts for Intelligent Vision Systems (ACIVS); 2015
  2. Conf Fenu, Jain, Medvet, Pellegrino, Pilutti Namer; On the Assessment of Segmentation Methods for Images of Mosaics; 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP); 2015
  3. Conf Bartoli, De Lorenzo, Medvet, Tarlao; Learning Text Patterns using Separate-and-Conquer Genetic Programming; 18th European Conference on Genetic Programming (EuroGP); 2015
  4. Conf Bonetto, Carrato, Fenu, Medvet, Mumolo, Pellegrino, Ramponi; Image Processing Issues in a Social Assistive System for the Blind; 9th International Symposium on Image and Signal Processing and Analysis (ISPA); 2015
  5. Conf Bartoli, De Lorenzo, Medvet, Tarlao, Virgolin; Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction; ACM Genetic and Evolutionary Computation Conference (GECCO); 2015
  6. Conf Medvet, Bartoli, Carminati, Ferrari; Evolutionary Inference of Attribute-based Access Control Policies; 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO); 2015
  7. Conf Canfora, De Lorenzo, Medvet, Mercaldo, Visaggio; Effectiveness of Opcode ngrams for Detection of Multi Family Android Malware; 4th International Workshop on Security of Mobile Applications (IWSMA); 2015
  8. Conf Cuzzocrea, Medvet, Mumolo, Cecolin; Detecting Anomalies in Embedded Computing Systems via a Novel HMM-based Machine Learning Approach; 10th International Conference on Hybrid Artificial Intelligence Systems (HAIS); 2015
  9. Conf Canfora, Medvet, Mercaldo, Visaggio; Detecting Android Malware using Sequences of System Calls; 3rd International Workshop on Software Development Lifecycle for Mobile (DeMobile); 2015
  10. Conf Bartoli, Dagri, De Lorenzo, Medvet, Tarlao; An Author Verification Approach Based on Differential Features; 6th Uncovering Plagiarism, Authorship and Social Softare Misuse at Conference and Labs of the Evaluation Forum (PAN-CLEF); 2015 (Winner of challenge for Spanish language)
  11. Conf Bartoli, De Lorenzo, Laderchi, Medvet, Tarlao; An Author Profiling Approach Based on Language-dependent Content and Stylometric Features; 6th Uncovering Plagiarism, Authorship and Social Softare Misuse at Conference and Labs of the Evaluation Forum (PAN-CLEF); 2015
  12. Jour Bartoli, De Lorenzo, Medvet, Tarlao; Data Quality Challenge: Toward a tool for string processing by examples; ACM Journal of Data and Information Quality (JDIQ), Q2; 2015

Year 2014 #

  1. Conf Medvet, Bartoli, Piccinin; Publication Venue Recommendation based on Paper Abstract; IEEE International Conference on Tools with Artificial Intelligence (ICTAI); 2014
  2. Conf Bartoli, De Lorenzo, Medvet, Tarlao; Playing Regex Golf with Genetic Programming; ACM Genetic and Evolutionary Computation Conference (GECCO); 2014
  3. Conf Canfora, Medvet, Mercaldo, Visaggio; Detection of Malicious Web Pages using System Calls Sequences; 4th IFIP International Workshop on Security and Cognitive Informatics for Homeland Defense (SeCIHD@ARES); 2014
  4. Conf Medvet, Bartoli, Boem, Tarlao; Continuous and Non-Intrusive Reauthentication of Web Sessions based on Mouse Dynamics; 9th International Conference on Availability, Reliability and Security (ARES); 2014
  5. Conf Bartoli, Cumar, De Lorenzo, Medvet; Compressing Regular Expression Sets for Deep Packet Inspection; 13th International Conference on Parallel Problem Solving from Nature (PPSN); 2014
  6. Jour Bartoli, Davanzo, Medvet, Sorio; Semisupervised Wrapper Choice and Generation for Print-Oriented Documents; IEEE Transactions on Knowledge and Data Engineering (TKDE), Q1; 2014
  7. Jour Bartoli, Medvet; Bibliometric Evaluation of Researchers in the Internet Age; The Information Society Journal (TISJ), Q1; 2014
  8. Jour Bartoli, Davanzo, De Lorenzo, Medvet; Automatic Synthesis of Regular Expressions from Examples; IEEE Computer, Q1; 2014

Year 2013 #

  1. Conf Sorio, Bartoli, Medvet; Detection of Hidden Fraudulent URLs within Trusted Sites using Lexical Features; 8th International Conference on Availability, Reliability and Security (ARES); 2013
  2. Conf Bartoli, De Lorenzo, Medvet; Automatic String Replace by Examples; ACM Genetic and Evolutionary Computation Conference (GECCO); 2013
  3. Conf Ajcevic, De Lorenzo, Accardo, Bartoli, Medvet; A Novel Estimation Methodology for Tracheal Pressure in Mechanical Ventilation Control; 8th International Symposium on Image and Signal Processing and Analysis (ISPA); 2013
  4. Prep Bartoli, Medvet; Citation Counts and Evaluation of Researchers in the Internet Age; arXiv; 2013

Year 2012 #

  1. Conf Bartoli, Medvet, Mauri; Recording and Replaying Navigations on AJAX Web Sites; International Conference on Web Engineering (ICWE); 2012
  2. Conf Medvet, Bartoli; Brand-related Events Detection, Classification and Summarization on Twitter; IEEE/WIC/ACM International Conference on Web Intelligence (WI); 2012
  3. Conf Bartoli, Davanzo, De Lorenzo, Mauri, Medvet, Sorio; Automatic Generation of Regular Expressions from Examples with Genetic Programming; ACM Genetic and Evolutionary Computation Conference (GECCO); 2012
  4. Conf Bartoli, Medvet, Mauri; A Tool for Registering and Replaying Web Navigation; IEEE International Conference on Information Society (iSociety); 2012
  5. Conf Sorio, Bartoli, Medvet; A Look at Hidden Web Pages in Italian Public Administrations; 4th International Conference On Computational Aspects of Social Networks (CASoN); 2012
  6. Conf Sorio, Bartoli, Davanzo, Medvet; A Domain Knowledge-based Approach for Automatic Correction of Printed Invoices; IEEE International Conference on Information Society (iSociety); 2012

Year 2011 #

  1. Conf Bartoli, Davanzo, Medvet; Rainbow Crypt: Securing Communication through a Protected Visual Channel; 11th International Conference on Intelligent Systems Design and Applications (ISDA); 2011
  2. Conf Bartoli, Davanzo, De Lorenzo, Medvet; GP-based Electricity Price Forecasting; 14th European Conference on Genetic Programming (EuroGP); 2011
  3. Conf Medvet, Bartoli, Davanzo, De Lorenzo; Automatic Face Annotation in News Images by Mining the Web; IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT); 2011
  4. Jour Davanzo, Medvet, Bartoli; Anomaly Detection Techniques for a Web Defacement Monitoring Service; Expert Systems with Applications (ESWA), Q1; 2011
  5. Jour Medvet, Bartoli, Davanzo; A Probabilistic Approach to Printed Document Understanding; International Journal of Document Analysis and Recognition (IJDAR), Q1; 2011

Year 2010 #

  1. Conf Sorio, Bartoli, Davanzo, Medvet; Open World Classification of Printed Invoices; 10th ACM Symposium on Document Engineering (DocEng); 2010
  2. Conf Bartoli, Davanzo, Medvet, Sorio; Improving Features Extraction for Supervised Invoice Classification; 10th IASTED International Conference on Artificial Intelligence and Applications (AIA); 2010
  3. Jour Bartoli, Davanzo, Medvet; A Framework for Large-Scale Detection of Web Site Defacements; ACM Transactions on Internet Technology (TOIT), Q1; 2010

Year 2009 #

  1. Jour Bartoli, Davanzo, Medvet; The Reaction Time to Web Site Defacements; IEEE Internet Computing (IC), Q1; 2009

Year 2008 #

  1. Conf Medvet, Kirda, Kruegel; Visual Similarity-Based Phishing Detection; 4th International Conference on Security and Privacy in Comminication Networks (SecureComm); 2008
  2. Conf Davanzo, Medvet, Bartoli; Camera-based Scrolling Interface for Hand-held Devices; 12th IEEE International Conference on Information Visualization; 2008
  3. Conf Davanzo, Medvet, Bartoli; A Comparative Study of Anomaly Detection Techniques in Web Site Defacement Detection; 23rd IFIP International Information Security Conference; 2008

Year 2007 #

  1. Conf Medvet, Bartoli; On the Effects of Learning Set Corruption in Anomaly-based Detection of Web Defacements; 4th International Conference on Detection of Intrusion & Malware and Vulnerability Assessment (DIMVA); 2007
  2. Conf Medvet, Fillon, Bartoli; Detection of Web Defacements by means of Genetic Programming; 3rd IEEE International Symposium on Information Assurance and Security (IAS); 2007

Year 2006 #

  1. Jour Bartoli, Medvet; Automatic Integrity Checks for Remote Web Site Defacements; IEEE Internet Computing (IC), Q1; 2006