Fabio Daolio

Orcid: 0000-0003-4240-4161

According to our database1, Fabio Daolio authored at least 39 papers between 2009 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2020

2019
Scalable Hyperbolic Recommender Systems.
CoRR, 2019

2018
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes.
Evol. Comput., 2017

On the effectiveness of feature selection methods for gait classification under different covariate factors.
Appl. Soft Comput., 2017

Evolving Training Sets for Improved Transfer Learning in Brain Computer Interfaces.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Learning Variable Importance to Guide Recombination on Many-Objective Optimization.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Modelling genetic improvement landscapes with local optima networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

The effect of landscape funnels in QAPLIB instances.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Comparing communities of optima with funnels in combinatorial fitness landscapes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Evolvability in grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

Local Optima Networks of the Permutation Flowshop Scheduling Problem: Makespan vs. total flow time.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Learning variable importance to guide recombination.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An effective EA for short term evolution with small population for traffic signal optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Traffic signal optimization and coordination using neighborhood mutation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Generating Robust and Efficient Networks Under Targeted Attacks.
Proceedings of the Propagation Phenomena in Real World Networks, 2015

Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes.
CoRR, 2014

Data-driven local optima network characterization of QAPLIB instances.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Learning Inherent Networks from Stochastic Search Methods.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Spread like a virus. A model to assess the diffusion of dynamic ridesharing services.
Proceedings of the 27th Bled eConference: eEcosystems, 2014

2013
A Complex-Networks View of Hard Combinatorial Search Spaces.
Proceedings of the EVOLVE, 2013

Smart rewiring for network robustness.
J. Complex Networks, 2013

Local Optima Networks of the Permutation Flow-Shop Problem.
Proceedings of the Artificial Evolution, 2013

2012
Communities of Minima in Local Optima Networks of Combinatorial Spaces
CoRR, 2012

Generating Robust and Efficient Networks Under Targeted Attacks
CoRR, 2012

Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Local optima networks and the performance of iterated local search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Evaluation of parallel particle swarm optimization algorithms within the CUDA™ architecture.
Inf. Sci., 2011

The Swiss Board Directors Network in 2009
CoRR, 2011

Clustering of Local Optima in Combinatorial Fitness Landscapes.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Optimizing the Robustness of Scale-Free Networks with Simulated Annealing.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Local Optima Networks with Escape Edges.
Proceedings of the Artificial Evolution, 2011

2010
GPU implementation of a road sign detector based on particle swarm optimization.
Evol. Intell., 2010

Local Optima Networks of the Quadratic Assignment Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
GPU-Based Road Sign Detection Using Particle Swarm Optimization.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009


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