E ric
M edvet
Publications
Year 2024
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Conf
Pietropolli, Nichele, Medvet ;
The Role of the Substrate in CA-based Evolutionary Algorithms ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2024
Conf
Nadizar, Medvet, Wilson ;
Searching for a Diversity of Interpretable Graph Control Policies ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2024
Conf
Nadizar, Medvet, Wilson ;
Naturally Interpretable Control Policies via Graph-based Genetic Programming ;
27th European Conference on Genetic Programming (EuroGP) ;
2024
(Best paper award)
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
Conf
Nadizar, Medvet ;
Interpretable Control of Modular Soft Robots ;
French Regional Conference on Complex Systems (FRCCS) ;
2024
Conf
Mégane, Medvet, Lourenço, Machado ;
Grammar-based Evolution of Polyominoes ;
27th European Conference on Genetic Programming (EuroGP) ;
2024
Conf
Medvet, Nadizar ;
GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots ;
XX Genetic Programming Theory & Practice (GPTP) ;
2024
Conf
El Saliby, Medvet, Nadizar, Salvato, Thomson ;
Factors Impacting Landscape Ruggedness in Control Problems ;
XVIII International Workshop on Artificial Life and Evolutionary Computation (WIVACE) ;
2024
(To appear)
Conf
Gulisano, Medvet ;
Evolutionary Computation meets Stream Processing ;
27th International Conference on the Applications of Evolutionary Computation (EvoAPPS) ;
2024
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
Conf
Baldini, Braccini, Benvenuti, Medvet, Roli, Rusin ;
Cooperation in Evolved Modular Soft Robots ;
XVIII International Workshop on Artificial Life and Evolutionary Computation (WIVACE) ;
2024
(To appear)
Jour
Ferigo, Iacca, Medvet, Nadizar ;
Totipotent Neural Controllers for Modular Soft Robots: Achieving Specialization in Body-Brain Co-Evolution through Hebbian Learning ;
Neurocomputing, Q1 ;
2024
(To appear)
Jour
Rusin, Medvet ;
How Perception, Actuation, and Communication Impact on the Emergence of Collective Intelligence in Simulated Modular Robots ;
Artificial Life, Q3 ;
2024
Jour
Pigozzi, Nenzi, Medvet ;
BUSTLE: a Versatile Tool for the Evolutionary Learning of STL Specifications from Data ;
Evolutionary Computation (ECJ), Q1 ;
2024
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
Othe
Nadizar, Rovito, Wilson, Medvet ;
Interpretable Control Competition ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2024
Year 2023
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Chap
Medvet, Nadizar, Pigozzi, Salvato ;
Evolutionary Machine Learning in Robotics ;
Handbook of Evolutionary Machine Learning ;
2023
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
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
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
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
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
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
Conf
Medvet, Pozzi, Manzoni ;
A General Purpose Representation and Adaptive EA for Evolving Graphs ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2023
Conf
Nadizar, Medvet, Walker, Risi ;
A Fully-distributed Shape-aware Neural Controller for Modular Robots ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2023
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
Jour
Pigozzi, Medvet, Bartoli, Rochelli ;
Factors Impacting Diversity and Effectiveness of Evolved Modular Robots ;
ACM Transactions on Evolutionary Learning and Optimization (TELO) ;
2023
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
Jour
Bartoli, Manzoni, Medvet ;
Commentary on "Jaws 30", by W. B. Langdon ;
Genetic Programming and Evolvable Machines (GENP), Q2 ;
2023
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
Jour
Seriani, Carrato, Medvet, Cernigoi, Zibai, Gallina ;
A Powered Floor System with Integrated Robot Localization ;
Electronics, Q2 ;
2023
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
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↰
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
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)
Conf
Furlan, Medvet, Nadizar, Pigozzi ;
On the Mutual Influence of Human and Artificial Life: an Experimental Investigation ;
Annual Conference on Artificial Life (Alife) ;
2022
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
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
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
Conf
Medvet, Nadizar, Manzoni ;
JGEA: a Modular Java Framework for Experimenting with Evolutionary Computation ;
Workshop Evolutionary Computation Software Systems (EvoSoft@GECCO) ;
2022
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
Conf
Mami, Coser, Medvet, Boudewijn, Volpe, Whitworth, Panfilo, Saccani ;
Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders ;
SyntheticData4ML Workshop (SD4ML@NeurIPS) ;
2022
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
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)
Jour
Ferigo, Medvet, Iacca ;
Optimizing the Sensory Apparatus of Voxel-based Soft Robots through Evolution and Babbling ;
Springer Nature Computer Science ;
2022
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
Jour
Pigozzi, Medvet ;
Evolving Modularity in Soft Robots through an Embodied and Self-Organizing Neural Controller ;
Artificial Life, Q3 ;
2022
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
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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
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
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
Conf
Medvet, Bartoli ;
Evolutionary Optimization of Graphs with GraphEA ;
19th International Conference of the Italian Association for Artificial Intelligence (AIxIA) ;
2021
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
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)
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
Jour
Pigozzi, Medvet, Nenzi ;
Mining Road Traffic Rules with Signal Temporal Logic and Grammar-based Genetic Programming ;
Applied Sciences, Q2 ;
2021
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
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
Jour
Talamini, Medvet, Nichele ;
Criticality-driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots ;
Frontiers in Robotics and AI (FRAI), Q2 ;
2021
Jour
Bartoli, De Lorenzo, Medvet, Tarlao ;
Automatic Search-and-Replace from Examples with Coevolutionary Genetic Programming ;
IEEE Transactions on Cybernetics (TCyb), Q1 ;
2021
Prep
Ferigo, Iacca, Medvet, Pigozzi ;
Evolving Hebbian Learning Rules in Voxel-based Soft Robots ;
IEEE TechRxiv ;
2021
Year 2020
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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
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)
Conf
Bartoli, Catto, De Lorenzo, Medvet, Talamini ;
Mechanisms of Social Learning in Evolved Artificial Life ;
Annual Conference on Artificial Life (Alife) ;
2020
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
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
Conf
Medvet, Bartoli ;
GraphEA: a Versatile Representation and Evolutionary Algorithm for Graphs ;
Workshop on Evolutionary and Population-based Optimization (WEPO@AIxIA) ;
2020
Conf
Bartoli, Medvet ;
Exploring the potential of GPT-2 for generating fake reviews of research papers ;
6th Fuzzy Systems and Data Mining (FSDM) ;
2020
Conf
Medvet, Bartoli, De Lorenzo, Fidel ;
Evolution of Distributed Neural Controllers for Voxel-based Soft Robots ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2020
Conf
Talamini, Medvet, Bartoli, De Lorenzo ;
Communication in Decision Making: Competition favors Inequality ;
Annual Conference on Artificial Life (Alife) ;
2020
Jour
Bartoli, Castelli, Medvet ;
Weighted Hierarchical Grammatical Evolution ;
IEEE Transactions on Cybernetics (TCyb), Q1 ;
2020
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
Jour
Manzoni, Bartoli, Castelli, Gonçalves, Medvet ;
Specializing Context-Free Grammars with a (1+1)-EA ;
IEEE Transactions on Evolutionary Computation (TEVC), Q1 ;
2020
Jour
Talamini, Bartoli, De Lorenzo, Medvet ;
On the Impact of the Rules on Autonomous Drive Learning ;
Applied Sciences, Q2 ;
2020
Jour
Medvet, Bartoli, De Lorenzo, Tarlao ;
Interactive Example-Based Finding of Text Items ;
Expert Systems with Applications (ESWA), Q1 ;
2020
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
Jour
Medvet, Seriani, Bartoli, Gallina ;
Evolutionary Optimization of Sliding Contact Positions in Powered Floor Systems for Mobile Robots ;
at - Automatisierungstechnik, Q3 ;
2020
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
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
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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
Conf
Talamini, Medvet, Bartoli, De Lorenzo ;
Evolutionary Synthesis of Sensing Controllers for Voxel-based Soft Robots ;
Annual Conference on Artificial Life (Alife) ;
2019
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
Conf
Talamini, Medvet, Bartoli ;
Communication-based Cooperative Tasks: how the Language Expressiveness affects Reinforcement Learning ;
34th ACM/SIGAPP Symposium on Applied Computing (SAC) ;
2019
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
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
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
Jour
Bartoli, De Lorenzo, Medvet, Squillero ;
Multi-level Diversity Promotion Strategies for Grammar-guided Genetic Programming ;
Applied Soft Computing (ASOC), Q1 ;
2019
Jour
Bartoli, Medvet, De Lorenzo, Tarlao ;
Enterprise Wi-Fi: we need devices that are secure by default ;
Communications of the ACM (CACM), Q1 ;
2019
Jour
Medvet, Bartoli, De Lorenzo, Tarlao ;
Designing Automatically a Representation for Grammatical Evolution ;
Genetic Programming and Evolvable Machines (GENP), Q2 ;
2019
Jour
Seriani, Medvet, Carrato, Gallina ;
A Complete Framework for the Synthesis of Powered Floors Systems ;
IEEE/ASME Transactions on Mechatronics (TMECH), Q1 ;
2019
Post
Etruncay, De Lorenzo, Costa, Medvet ;
Identification of Near Fault Pulse Shaped Signals With Machine Learning Algorithms ;
EGU General Assembly ;
2019
Year 2018
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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
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
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
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)
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
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
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
Conf
Medvet, Bartoli, De Lorenzo ;
Exploring the Application of GOMEA to Bit-string GE ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2018
Conf
Bacci, Bartoli, Martinelli, Medvet, Mercaldo ;
Detection of Obfuscation Techniques in Android Applications ;
7th International Workshop on Security of Mobile Applications (IWSMA) ;
2018
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
Conf
Bartoli, Medvet, De Lorenzo, Tarlao ;
(In)Secure Configuration Practices of WPA2 Enterprise Supplicants ;
13th International Conference on Availability, Reliability and Security (ARES) ;
2018
Jour
Medvet, Virgolin, Castelli, Bosman, Gonçalves, Tušar ;
Unveiling Evolutionary Algorithm Representation with DU Maps ;
Genetic Programming and Evolvable Machines (GENP), Q2 ;
2018
Jour
Bartoli, De Lorenzo, Medvet, Tarlao ;
How Phishing Pages Look Like? ;
Cybernetics and Information Technologies (CIT), Q2 ;
2018
Jour
Bartoli, Medvet, Onesti ;
Evil Twins and WPA2 Enterprise: A Coming Security Disaster? ;
Computers & Security (CS), Q1 ;
2018
Jour
Bartoli, De Lorenzo, Medvet, Tarlao ;
Active Learning of Regular Expressions for Entity Extraction ;
IEEE Transactions on Cybernetics (TCyb), Q1 ;
2018
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
#
↰
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
Conf
Medvet, Bartoli, Talamini ;
Road Traffic Rules Synthesis using Grammatical Evolution ;
20th International Conference on the Applications of Evolutionary Computation (EvoAPPS) ;
2017
Conf
Medvet ;
Hierarchical Grammatical Evolution ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2017
Conf
Medvet, Daolio, Tagliapietra ;
Evolvability in Grammatical Evolution ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2017
Conf
Medvet, Bartoli, Squillero ;
An Effective Diversity Promotion Mechanism in Grammatical Evolution ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2017
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
Conf
Medvet ;
A Comparative Analysis of Dynamic Locality and Redundancy in Grammatical Evolution ;
20th European Conference on Genetic Programming (EuroGP) ;
2017
Year 2016
#
↰
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
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
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
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
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
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
Conf
Medvet, Mercaldo ;
Exploring the usage of Topic Modeling for Android Malware Static Analysis ;
1st International Workshop on Malware Analysis (WMA) ;
2016
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
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
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
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
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
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
Jour
Bartoli, De Lorenzo, Medvet, Tarlao ;
Regex-based Entity Extraction with Active Learning and Genetic Programming ;
ACM SIGAPP Applied Computing Review (ACR) ;
2016
Jour
Bartoli, De Lorenzo, Medvet, Tarlao ;
Predicting the Effectiveness of Pattern-based Entity Extractor Inference ;
Applied Soft Computing (ASOC), Q1 ;
2016
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)
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)
Jour
Bartoli, Medvet ;
An architecture for anonymous mobile coupons in a large network ;
Journal of Computer Networks and Communications (JCNC), Q2 ;
2016
Year 2015
#
↰
Conf
Carrato, Fenu, Medvet, Mumolo, Pellegrino, Ramponi ;
Towards More Natural Social Interactions of Visually Impaired Persons ;
Advanced Concepts for Intelligent Vision Systems (ACIVS) ;
2015
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
Conf
Bartoli, De Lorenzo, Medvet, Tarlao ;
Learning Text Patterns using Separate-and-Conquer Genetic Programming ;
18th European Conference on Genetic Programming (EuroGP) ;
2015
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
Conf
Bartoli, De Lorenzo, Medvet, Tarlao, Virgolin ;
Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2015
Conf
Medvet, Bartoli, Carminati, Ferrari ;
Evolutionary Inference of Attribute-based Access Control Policies ;
8th International Conference on Evolutionary Multi-Criterion Optimization (EMO) ;
2015
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
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
Conf
Canfora, Medvet, Mercaldo, Visaggio ;
Detecting Android Malware using Sequences of System Calls ;
3rd International Workshop on Software Development Lifecycle for Mobile (DeMobile) ;
2015
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)
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
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
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Conf
Medvet, Bartoli, Piccinin ;
Publication Venue Recommendation based on Paper Abstract ;
IEEE International Conference on Tools with Artificial Intelligence (ICTAI) ;
2014
Conf
Bartoli, De Lorenzo, Medvet, Tarlao ;
Playing Regex Golf with Genetic Programming ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2014
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
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
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
Jour
Bartoli, Davanzo, Medvet, Sorio ;
Semisupervised Wrapper Choice and Generation for Print-Oriented Documents ;
IEEE Transactions on Knowledge and Data Engineering (TKDE), Q1 ;
2014
Jour
Bartoli, Medvet ;
Bibliometric Evaluation of Researchers in the Internet Age ;
The Information Society Journal (TISJ), Q1 ;
2014
Jour
Bartoli, Davanzo, De Lorenzo, Medvet ;
Automatic Synthesis of Regular Expressions from Examples ;
IEEE Computer, Q1 ;
2014
Year 2013
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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
Conf
Bartoli, De Lorenzo, Medvet ;
Automatic String Replace by Examples ;
ACM Genetic and Evolutionary Computation Conference (GECCO) ;
2013
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
Prep
Bartoli, Medvet ;
Citation Counts and Evaluation of Researchers in the Internet Age ;
arXiv ;
2013
Year 2012
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Conf
Bartoli, Medvet, Mauri ;
Recording and Replaying Navigations on AJAX Web Sites ;
International Conference on Web Engineering (ICWE) ;
2012
Conf
Medvet, Bartoli ;
Brand-related Events Detection, Classification and Summarization on Twitter ;
IEEE/WIC/ACM International Conference on Web Intelligence (WI) ;
2012
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
Conf
Bartoli, Medvet, Mauri ;
A Tool for Registering and Replaying Web Navigation ;
IEEE International Conference on Information Society (iSociety) ;
2012
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
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
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Conf
Bartoli, Davanzo, Medvet ;
Rainbow Crypt: Securing Communication through a Protected Visual Channel ;
11th International Conference on Intelligent Systems Design and Applications (ISDA) ;
2011
Conf
Bartoli, Davanzo, De Lorenzo, Medvet ;
GP-based Electricity Price Forecasting ;
14th European Conference on Genetic Programming (EuroGP) ;
2011
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
Jour
Davanzo, Medvet, Bartoli ;
Anomaly Detection Techniques for a Web Defacement Monitoring Service ;
Expert Systems with Applications (ESWA), Q1 ;
2011
Jour
Medvet, Bartoli, Davanzo ;
A Probabilistic Approach to Printed Document Understanding ;
International Journal of Document Analysis and Recognition (IJDAR), Q1 ;
2011
Year 2010
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Conf
Sorio, Bartoli, Davanzo, Medvet ;
Open World Classification of Printed Invoices ;
10th ACM Symposium on Document Engineering (DocEng) ;
2010
Conf
Bartoli, Davanzo, Medvet, Sorio ;
Improving Features Extraction for Supervised Invoice Classification ;
10th IASTED International Conference on Artificial Intelligence and Applications (AIA) ;
2010
Jour
Bartoli, Davanzo, Medvet ;
A Framework for Large-Scale Detection of Web Site Defacements ;
ACM Transactions on Internet Technology (TOIT), Q1 ;
2010
Year 2009
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Jour
Bartoli, Davanzo, Medvet ;
The Reaction Time to Web Site Defacements ;
IEEE Internet Computing (IC), Q1 ;
2009
Year 2008
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Conf
Medvet, Kirda, Kruegel ;
Visual Similarity-Based Phishing Detection ;
4th International Conference on Security and Privacy in Comminication Networks (SecureComm) ;
2008
Conf
Davanzo, Medvet, Bartoli ;
Camera-based Scrolling Interface for Hand-held Devices ;
12th IEEE International Conference on Information Visualization ;
2008
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
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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
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
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Jour
Bartoli, Medvet ;
Automatic Integrity Checks for Remote Web Site Defacements ;
IEEE Internet Computing (IC), Q1 ;
2006