Fabio Daolio

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 18

Top Topics

Fitness Landscape

Unstructured Data

Evolutionary Multiobjective Optimization

Iterated Local Search

Top Venues

GECCO (Companion)

Publications

Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 24 (6) (2020)
Benjamin Paul Chamberlain, Stephen R. Hardwick, David R. Wardrope, Fabon Dzogang, Fabio Daolio, Saúl Vargas
Scalable Hyperbolic Recommender Systems. CoRR (2019)
Ângelo Cardoso, Fabio Daolio, Saúl Vargas
Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products. CoRR (2018)
Ângelo Cardoso, Fabio Daolio, Saúl Vargas
Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products. KDD (2018)
Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) (2018)
Tze-Wei Yeoh, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka
On the effectiveness of feature selection methods for gait classification under different covariate factors. Appl. Soft Comput. 61 (2017)
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes. Evol. Comput. 25 (4) (2017)
Eric Medvet, Fabio Daolio, Danny Tagliapietra
Evolvability in grammatical evolution. GECCO (2017)
Leticia Hernando, Fabio Daolio, Nadarajen Veerapen, Gabriela Ochoa
Local Optima Networks of the Permutation Flowshop Scheduling Problem: Makespan vs. total flow time. CEC (2017)
Sarah L. Thomson, Fabio Daolio, Gabriela Ochoa
Comparing communities of optima with funnels in combinatorial fitness landscapes. GECCO (2017)
Sarah L. Thomson, Gabriela Ochoa, Fabio Daolio, Nadarajen Veerapen
The effect of landscape funnels in QAPLIB instances. GECCO (Companion) (2017)
Gabriela Ochoa, Nadarajen Veerapen, Fabio Daolio, Marco Tomassini
Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study. EvoCOP (2017)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning Variable Importance to Guide Recombination on Many-Objective Optimization. IIAI-AAI (2017)
Jason Adair, Alexander E. I. Brownlee, Fabio Daolio, Gabriela Ochoa
Evolving Training Sets for Improved Transfer Learning in Brain Computer Interfaces. MOD (2017)
Nadarajen Veerapen, Fabio Daolio, Gabriela Ochoa
Modelling genetic improvement landscapes with local optima networks. GECCO (Companion) (2017)
Rolando Armas, Hernán E. Aguirre, Fabio Daolio, Kiyoshi Tanaka
Traffic signal optimization and coordination using neighborhood mutation. CEC (2016)
Rolando Armas, Hernán E. Aguirre, Fabio Daolio, Kiyoshi Tanaka
An effective EA for short term evolution with small population for traffic signal optimization. SSCI (2016)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning variable importance to guide recombination. SSCI (2016)
Arnaud Liefooghe, Sébastien Vérel, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka
A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. EMO (2) (2015)
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features. GECCO (2015)
Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR (2014)
Riccardo Bonazzi, Fabio Daolio
Spread like a virus. A model to assess the diffusion of dynamic ridesharing services. Bled eConference (2014)
David Iclanzan, Fabio Daolio, Marco Tomassini
Data-driven local optima network characterization of QAPLIB instances. GECCO (2014)
David Iclanzan, Fabio Daolio, Marco Tomassini
Learning Inherent Networks from Stochastic Search Methods. EvoCOP (2014)
Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini
Smart Rewiring for Network Robustness CoRR (2013)
Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini
Smart rewiring for network robustness. J. Complex Networks 1 (2) (2013)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution (2013)
Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa
Communities of Minima in Local Optima Networks of Combinatorial Spaces CoRR (2012)
Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini
Generating Robust and Efficient Networks Under Targeted Attacks CoRR (2012)
Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) (2012)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local optima networks and the performance of iterated local search CoRR (2012)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local optima networks and the performance of iterated local search. GECCO (2012)
Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance CoRR (2012)
Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
Clustering of Local Optima in Combinatorial Fitness Landscapes CoRR (2012)
Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
Clustering of Local Optima in Combinatorial Fitness Landscapes. LION (2011)
Luca Mussi, Fabio Daolio, Stefano Cagnoni
Evaluation of parallel particle swarm optimization algorithms within the CUDA™ architecture. Inf. Sci. 181 (20) (2011)
Pierre Buesser, Fabio Daolio, Marco Tomassini
Optimizing the Robustness of Scale-Free Networks with Simulated Annealing. ICANNGA (2) (2011)
Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
Local Optima Networks with Escape Edges. Artificial Evolution (2011)
Fabio Daolio, Marco Tomassini, Konstantin Bitkov
The Swiss Board Directors Network in 2009 CoRR (2011)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local Optima Networks of the Quadratic Assignment Problem CoRR (2011)
Luca Mussi, Stefano Cagnoni, Elena Cardarelli, Fabio Daolio, Paolo Medici, Pier Paolo Porta
GPU implementation of a road sign detector based on particle swarm optimization. Evol. Intell. 3 (3-4) (2010)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local Optima Networks of the Quadratic Assignment Problem. IEEE Congress on Evolutionary Computation (2010)
Luca Mussi, Stefano Cagnoni, Fabio Daolio
GPU-Based Road Sign Detection Using Particle Swarm Optimization. ISDA (2009)