Pier Luca Lanzi

Ivan Viola

Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2024

2023

An analysis of DOOM level generation using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Edoardo Giacomello

Entertain. Comput., May, 2023

A virtual reality classroom to teach and explore crystal solid state structures.

[BibT_eX]

[DOI]

Multim. Tools Appl., February, 2023

An educational experience in ancient Rome to evaluate the impact of virtual reality on human learning processes.

[BibT_eX]

[DOI]

Comput. Educ. X Real., January, 2023

A Tool for the Procedural Generation of Shaders using Interactive Evolutionary Algorithms.

[BibT_eX]

[DOI]

Elio Sasso

CoRR, 2023

ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

An analysis of Single-Player Monte Carlo Tree Search performance in Sokoban.

[BibT_eX]

[DOI]

Mattia Crippa

Fabio Marocchi

Expert Syst. Appl., 2022

One Pixel, One Interaction, One Game: An Experiment in Minimalist Game Design.

[BibT_eX]

[DOI]

CoRR, 2022

Evaluation of the V-Arcade serious games framework to support upper limbs rehabilitation at home for children with Juvenile Idiopathic Arthritis.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022

One day in a Roman Domus: Human Factors and Educational Properties Involved in a Virtual Heritage Application.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

A computational tool for engineer dropout prediction.

[BibT_eX]

[DOI]

Paola Mussida

Proceedings of the IEEE Global Engineering Education Conference, 2022

2021

Distributed Learning Approaches for Automated Chest X-Ray Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2021

V-Arcade: design and development of a serious games framework to support the upper limbs rehabilitation.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021

Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

An Agent-Based Approach for Procedural Puzzle Generation in Graph-Based Maps.

[BibT_eX]

[DOI]

Francesco Venco

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020

An Educational Experience to Raise Awareness About Space Debris.

[BibT_eX]

[DOI]

IEEE Access, 2020

A Framework to Create Collaborative Games for Team Building using Procedural Content Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Asking Students to Do All the Work: An Analysis of a Fully Peer-Assessed Course on Game Design and Development.

[BibT_eX]

[DOI]

Proceedings of the FDG '20: International Conference on the Foundations of Digital Games, 2020

Lower Limb Rehabilitation in Juvenile Idiopathic Arthritis using Serious Games.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2020

2019

TheEarthIsFlat's Submission to CLEF'19CheckThat! Challenge.

[BibT_eX]

[DOI]

Luca Favano

Mark J. Carman

Proceedings of the Working Notes of CLEF 2019, 2019

Evaluating the Complexity of Players' Strategies using MCTS Iterations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

Searching the Latent Space of a Generative Adversarial Network to Generate DOOM Levels.

[BibT_eX]

[DOI]

Edoardo Giacomello

Proceedings of the IEEE Conference on Games, 2019

2018

Traditional Wisdom and Monte Carlo Tree Search Face-to-Face in the Card Game Scopone.

[BibT_eX]

[DOI]

Stefano Di Palma

IEEE Trans. Games, 2018

DOOM Level Generation Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Edoardo Giacomello

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

Serious Games for Wrist Rehabilitation in Juvenile Idiopathic Arthritis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

An Integrated Framework for AI Assisted Level Design in 2D Platformers.

[BibT_eX]

[DOI]

Antonio Umberto Aramini

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

2017

Classifier Systems.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

2016

Intelligent Game Engine for Rehabilitation (IGER).

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2016

A Cognitive Architecture Based on a Learning Classifier System with Spiking Classifiers.

[BibT_eX]

[DOI]

Neural Process. Lett., 2016

Exergaming and rehabilitation: A methodology for the design of effective and safe therapeutic exergames.

[BibT_eX]

[DOI]

Entertain. Comput., 2016

2015

Algorithms Based on Computational Intelligence for Autonomous Physical Rehabilitation at Home.

[BibT_eX]

[DOI]

Nunzio Alberto Borghese

Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015

Rule reduction by selection strategy in XCS with adaptive action map.

[BibT_eX]

[DOI]

Evol. Intell., 2015

XCSF with tile coding in discontinuous action-value landscapes.

[BibT_eX]

[DOI]

Evol. Intell., 2015

TrackGen: An interactive track generator for TORCS and Speed-Dreams.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Rhythmic Reading Training (RRT) - A Computer-Assisted Intervention Program for Dyslexia.

[BibT_eX]

[DOI]

Alessandro Antonietti

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015

How should Learning Classifier Systems cover a state-action space?

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Fuzzy Tactics: A scripting game that leverages fuzzy logic as an engaging game mechanic.

[BibT_eX]

[DOI]

Michele Pirovano

Expert Syst. Appl., 2014

Automatic Tuning of Computational Models.

[BibT_eX]

[DOI]

Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2014

Complete action map or best action map in accuracy-based reinforcement learning classifier systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Learning classifier systems: a gentle introduction.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Evolving maps for match balancing in first person shooters.

[BibT_eX]

[DOI]

Riccardo Stucchi

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

Applying data mining to extract design patterns from Unreal Tournament levels.

[BibT_eX]

[DOI]

Luca Galli

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2013

Advanced overtaking behaviors for blocking opponents in racing games using a fuzzy architecture.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Simulated Car Racing Championship: Competition Software Manual

[BibT_eX]

[DOI]

CoRR, 2013

An intelligent game engine for the at-home rehabilitation of stroke patients.

[BibT_eX]

[DOI]

Proceedings of the IEEE 2nd International Conference on Serious Games and Applications for Health, 2013

Robust Silhouette Extraction from Kinect Data.

[BibT_eX]

[DOI]

Victor Adrian Prisacariu

David William Murray

N. Alberto Borghese

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

IGER: A Game Engine Specifically Tailored to Rehabilitation.

[BibT_eX]

[DOI]

Michele Pirovano

Renato Mainetti

Nunzio Alberto Borghese

Proceedings of the Games for Health, 2013

Selection strategy for XCS with adaptive action mapping.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

The design of a comprehensive game engine for rehabilitation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Games Innovation Conference, 2013

Tuning mobile game design using data mining.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Games Innovation Conference, 2013

Procedural Content Generation: Goals, Challenges and Actionable Steps.

[BibT_eX]

[DOI]

Proceedings of the Artificial and Computational Intelligence in Games, 2013

Simple compact genetic algorithm for XCS.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Ant Colony Optimization for mapping, scheduling and placing in reconfigurable systems.

[BibT_eX]

[DOI]

Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems, 2013

2012

A novel intuitionistic fuzzy clustering method for geo-demographic analysis.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

A Spiking Neural Learning Classifier System

[BibT_eX]

[DOI]

CoRR, 2012

An integrated low-cost system for at-home rehabilitation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Virtual Systems and Multimedia, 2012

XCS with Adaptive Action Mapping.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA.

[BibT_eX]

[DOI]

Martin Pelikan

Mark Hauschild

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Enhancing Learning Capabilities by XCS with Best Action Mapping.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Self-adaptive games for rehabilitation at home.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computational Intelligence and Games, 2012

Evolving the optimal racing line in a high-end racing game.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computational Intelligence and Games, 2012

2011

Automatic Track Generation for High-End Racing Games Using Evolutionary Computation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2011

Interactive evolution for the procedural generation of tracks in a high-end racing game.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolving Interesting Maps for a First Person Shooter.

[BibT_eX]

[DOI]

Georgios N. Yannakakis

Julian Togelius

Proceedings of the Applications of Evolutionary Computation, 2011

A cheating detection framework for Unreal Tournament III: A machine learning approach.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

Transfer of driving behaviors across different racing games.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2010

Classifier Systems.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

The 2009 Simulated Car Racing Championship.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2010

Learning to Drive in the Open Racing Car Simulator Using Online Neuroevolution.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2010

Ant Colony Heuristic for Mapping and Scheduling Tasks and Communications on Heterogeneous Embedded Systems.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

IEEE CIG 2009 Conference Report [Conference Report].

[BibT_eX]

[DOI]

David Robles Contreras

IEEE Comput. Intell. Mag., 2010

TestFul: An Evolutionary Test Approach for Java.

[BibT_eX]

[DOI]

Luciano Baresi

Matteo Miraz

Proceedings of the Third International Conference on Software Testing, 2010

Multiprocessor systems-on-chip synthesis using multi-objective evolutionary computation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Overtaking opponents with blocking strategies using fuzzy logic.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Searching for the optimal racing line using genetic algorithms.

[BibT_eX]

[DOI]

Alessandro Pietro Bardelli

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Improving evolutionary testing by means of efficiency enhancement techniques.

[BibT_eX]

[DOI]

Matteo Miraz

Luciano Baresi

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Learning to overtake in TORCS using simple reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A spiking neural representation for XCSF.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Applying cooperative coevolution to compete in the 2009 TORCS Endurance World Championship.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A multi-objective genetic algorithm framework for design space exploration of reliable FPGA-based systems.

[BibT_eX]

[DOI]

Cristiana Bolchini

Antonio Miele

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Facetwise Analysis of XCS for Problems With Class Imbalances.

[BibT_eX]

[DOI]

Albert Orriols-Puig

Ester Bernadó-Mansilla

Kumara Sastry

IEEE Trans. Evol. Comput., 2009

Introduction to the special issue on learning classifier systems.

[BibT_eX]

[DOI]

Nat. Comput., 2009

Sequential problems that test generalization in learning classifier systems.

[BibT_eX]

[DOI]

Evol. Intell., 2009

Speeding Up Matching in Learning Classifier Systems Using CUDA.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, 2009

Use of a Connection-Selection Scheme in Neural XCSF.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, 2009

TestFul: using a hybrid evolutionary algorithm for testing stateful systems.

[BibT_eX]

[DOI]

Matteo Miraz

Luciano Baresi

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Learning classifier systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Towards continuous actions in continuous space and time using self-adaptive constructivism in neural XCSF.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolving competitive car controllers for racing games with neuroevolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolutionary algorithms for the mapping of pipelined applications onto heterogeneous embedded systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Mapping pipelined applications onto heterogeneous embedded systems: a bayesian optimization algorithm based approach.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Hardware/Software Codesign and System Synthesis, 2009

Simulated car racing.

[BibT_eX]

[DOI]

Julian Togelius

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

Learning a context-aware weapon selection policy for Unreal Tournament III.

[BibT_eX]

[DOI]

Luca Galli

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

Learning drivers for TORCS through imitation using supervised methods.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

Automatic analysis of eye tracking data for medical diagnosis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

On-line neuroevolution applied to The Open Racing Car Simulator.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Data Mining Techniques for the Identification of Genes with Expression Levels Related to Breast Cancer Prognosis.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008

Real-Coded Extended Compact Genetic Algorithm Based on Mixtures of Models.

[BibT_eX]

[DOI]

Proceedings of the Linkage in Evolutionary Computation, 2008

Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2008

Improving evolutionary exploration to area-time optimization of FPGA designs.

[BibT_eX]

[DOI]

J. Syst. Archit., 2008

Learning classifier systems: then and now.

[BibT_eX]

[DOI]

Evol. Intell., 2008

Ant colony optimization for mapping and scheduling in heterogeneous multiprocessor systems.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conference on Embedded Computer Systems: Architectures, 2008

A Multi-objective Genetic Algorithm for Design Space Exploration in High-Level Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2008

Recursive least squares and quadratic prediction in continuous multistep problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Self-adaptive constructivism in Neural XCS and XCSF.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Self-adaptive mutation in XCSF.

[BibT_eX]

[DOI]

Patrick O. Stalph

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

An analysis of matching in learning classifier systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Tile Coding Based on Hyperplane Tiles.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008

The WCCI 2008 simulated car racing competition.

[BibT_eX]

[DOI]

Julian Togelius

Leonard Kinnaird-Heether

Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

High-level synthesis with multi-objective genetic algorithm: A comparative encoding analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Computed prediction in binary multistep problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolving classifier ensembles with voting predictors.

[BibT_eX]

[DOI]

Matteo Zanini

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Mining constraint violations.

[BibT_eX]

[DOI]

Stefano Ceri

Francesco Di Giunta

ACM Trans. Database Syst., 2007

Data and web management research at Politecnico di Milano.

[BibT_eX]

[DOI]

Fabio Alberto Schreiber

Letizia Tanca

SIGMOD Rec., 2007

Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2007

Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.

[BibT_eX]

[DOI]

Evol. Comput., 2007

An Evolutionary Approach to Area-Time Optimization of FPGA designs.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Embedded Computer Systems: Architectures, 2007

Analysis and Improvements of the Classifier Error Estimate in XCSF.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, 2007

Analysis of Population Evolution in Classifier Systems Using Symbolic Representations.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, 2007

Evolving Classifiers Ensembles with Heterogeneous Predictors.

[BibT_eX]

[DOI]

Matteo Zanini

Proceedings of the Learning Classifier Systems, 2007

Modeling selection pressure in XCS for proportionate and tournament selection.

[BibT_eX]

[DOI]

Ester Bernadó-Mansilla

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Support vector regression for classifier prediction.

[BibT_eX]

[DOI]

Andrea Marelli

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

An approach to analyze the evolution of symbolic conditions in learning classifier systems.

[BibT_eX]

[DOI]

Stefano Rocca

Stefania Solari

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Classifier systems that compute action mappings.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Empirical analysis of generalization and learning in XCS with gradient descent.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Fitness inheritance in evolutionary and multi-objective high-level synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Support vector machines for computing action mappings in learning classifier systems.

[BibT_eX]

[DOI]

Andrea Marelli

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

An analysis of generalization in XCS with symbolic conditions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A Simple Real-Coded Extended Compact Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Anticipation mappings for learning classifier systems.

[BibT_eX]

[DOI]

Toby O'Hara

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Evolving classifiers on field programmable gate arrays: Migrating XCS to FPGAs.

[BibT_eX]

[DOI]

J. Syst. Archit., 2006

Automatic Test Pattern Generation with BOA.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Using convex hulls to represent classifier conditions.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Classifier prediction based on tile coding.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Standard and averaging reinforcement learning in XCS.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Hyper-ellipsoidal conditions in XCS: rotation, linear approximation, and solution structure.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

XCSF with Neural Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

Mining interesting knowledge from weblogs: a survey.

[BibT_eX]

[DOI]

Federico Michele Facca

Data Knowl. Eng., 2005

Effect of Pure Error-Based Fitness in XCS.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Improving generalization in the XCSF classifier system using linear least-squares.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

XCS with computed prediction in multistep environments.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Extending XCSF beyond linear approximation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

XCS with computed prediction in continuous multistep environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

XCS with computed prediction for the learning of Boolean functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Toward an FPGA implementation of XCS.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Toward a theory of generalization and learning in XCS.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2004

Model-Driven Web Usage Analysis for the Evaluation of Web Application Quality.

[BibT_eX]

[DOI]

J. Web Eng., 2004

Exploiting conceptual modeling for web application quality evaluation.

[BibT_eX]

[DOI]

Proceedings of the 13th international conference on World Wide Web, 2004

Knowledge Extraction and Problem Structure Identification in XCS.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Integrating Web Conceptual Modeling and Web Usage Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Mining and Web Usage Analysis, 2004

A Framework for Exploiting Conceptual Modeling in the Evaluation of Web Application Quality.

[BibT_eX]

[DOI]

Maristella Matera

Andrea Maurino

Proceedings of the Web Engineering - 4th International Conference, 2004

System Level Hardware-Software Design Exploration with XCS.

[BibT_eX]

[DOI]

Fabrizio Ferrandi

Donatella Sciuto

Proceedings of the Genetic and Evolutionary Computation, 2004

Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Bounding Learning Time in XCS.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

System-level metrics for hardware/software architectural mapping.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Workshop on Electronic Design, 2004

Employing Inductive Databases in Concrete Applications.

[BibT_eX]

[DOI]

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

2003

Lazy Algorithms for Exact Real Arithmetic.

[BibT_eX]

[DOI]

Pietro Di Gianantonio

Proceedings of the Workshop of the COMETA Project on Computational Metamodels, 2003

Editorial Introduction - Learning Classifier Systems.

[BibT_eX]

[DOI]

Wolfgang Stolzmann

Evol. Comput., 2003

Discovering Interesting Information in XML Data with Association Rules.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Using Raw Accuracy to Estimate Classifier Fitness in XCS.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Estimating Classifier Generalization and Action's Effect: A Minimalist Approach.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Recent Developments in Web Usage Mining Research.

[BibT_eX]

[DOI]

Federico Michele Facca

Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 2003

XCS with stack-based genetic programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

A comparison of relative accuracy and raw accuracy in XCS.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Mining interesting patterns from hardware-software codesign data with the learning classifier system XCS.

[BibT_eX]

[DOI]

Fabrizio Ferrandi

Donatella Sciuto

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002

Learning classifier systems from a reinforcement learning perspective.

[BibT_eX]

[DOI]

Soft Comput., 2002

Learning Classifier Systems.

[BibT_eX]

[DOI]

Wolfgang Stolzmann

Soft Comput., 2002

A statistical analysis of the trading agent competition 2001.

[BibT_eX]

[DOI]

Alessandro Strada

SIGecom Exch., 2002

Learning classifier systems: New models, successful applications.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2002

A Tool for Extracting XML Association Rules.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Mining Association Rules from XML Data.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

2000

Toward Optimal Classifier System Performance in Non-Markov Environments.

[BibT_eX]

[DOI]

Evol. Comput., 2000

Hierarchy exploitation in data warehouses for mining association rules.

[BibT_eX]

Giuseppe Psaila

Proceedings of the Ottavo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2000

Hierarchy-based Mining of Association Rules in Data Warehouses.

[BibT_eX]

[DOI]

Giuseppe Psaila

Proceedings of the Applied Computing 2000, 2000

A Bigger Learning Classifier Systems Bibliography.

[BibT_eX]

[DOI]

Tim Kovacs

Proceedings of the Advances in Learning Classifier Systems, Third International Workshop, 2000

1999

An Analysis of Generalization in the XCS Classifier System.

[BibT_eX]

[DOI]

Evol. Comput., 1999

A Relational Database Mining Framework with Classification and Discretization.

[BibT_eX]

Giuseppe Psaila

Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999

A Roadmap to the Last Decade of Learning Classifier System Research.

[BibT_eX]

[DOI]

Rick L. Riolo

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

A Learning Classifier Systems Bibliography.

[BibT_eX]

[DOI]

Tim Kovacs

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

What Is a Learning Classifier System?

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

1998

Generalization in Wilson's Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1998

1997

A Study of the Generalization Capabilities of XCS.

[BibT_eX]

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

1996

Performing Effective Feature Selection by Investigating the Deep Structure of the Data.

[BibT_eX]

[DOI]

Marco Richeldi

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

ADHOC: a Tool for Performing Effective Feature Selection.

[BibT_eX]

[DOI]

Marco Richeldi