Cherry-Picking Meta-heuristic Algorithms and Parameters for Real Optimization Problems

2022 | book-chapter

Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction

Expert Systems with Applications

2021 | journal-article

Neural Complexity Assessment: A Deep Learning Approach to Readability Classification for European Portuguese Corpora

2021 | book-chapter

Multi-step time series prediction intervals using neuroevolution

Neural Computing and Applications

2020 | journal-article

A realistic scooter rebalancing system via metaheuristics

GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion

2020 | conference-paper

A Categorical Clustering of Publishers for Mobile Performance Marketing

Advances in Intelligent Systems and Computing

2019 | book

Hunting ancestors: A unified approach for discovering genealogical information

OpenAccess Series in Informatics

2019 | conference-paper

Using Deep Learning for Mobile Marketing User Conversion Prediction

Proceedings of the International Joint Conference on Neural Networks

2019 | conference-paper

Using Neuroevolution for Predicting Mobile Marketing Conversion

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2019 | book

Using deep learning for ordinal classification of mobile marketing user conversion

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2019 | book

A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction

9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings

2018 | conference-paper

JBiclustGE: Java API with unified biclustering algorithms for gene expression data analysis

Knowledge-Based Systems

2018 | journal-article

eOS: The exercise operating system

OpenAccess Series in Informatics

2018 | conference-paper

Multi-objective learning of neural network time series prediction intervals

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2017 | book

An approach towards the reconstruction of regulatory networks

Revista ComInG - Communications and Innovations Gazette

2016 | journal-article

Reconstructing transcriptional Regulatory Networks using data integration and Text Mining

Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015

2015 | conference-paper

Integrating Biological Databases in the Context of Transcriptional Regulatory Networks

International Journal of Bioscience, Biochemistry and Bioinformatics

2014 | journal-article

Optimization of fed-batch fermentation processes with bio-inspired algorithms

Expert Systems with Applications

2014 | journal-article

Reg4OptFlux: An OptFlux plug-in that comprises meta-heuristics approaches for Metabolic engineering using integrated models

2014 6th World Congress on Nature and Biologically Inspired Computing, NaBIC 2014

2014 | conference-paper

Current trends in bio-ontologies and data integration

Advances in Intelligent Systems and Computing

2013 | book

A framework for the integrated analysis of metabolic and regulatory networks

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

An integrated analysis of the metabolic and regulatory networks of escherichia coli K12

2008 | journal-article

Differential evolution for the offline and online optimization of fed-batch fermentation processes

Studies in Computational Intelligence

2008 | book

Natural computation meta-heuristics for the in silico optimization of microbial strains

Bmc Bioinformatics

2008 | journal-article

Network analysis of an integrated metabolic/regulatory model of Escherichia coli

2008 | journal-article

A platform for the selection of genes in DNA microarraydata using evolutionary algorithms

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference

2007 | conference-paper

Evaluating simulated annealing algorithms in the optimization of bacterial strains

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Stochastic barycenters and beta distribution for gaussian particle swarms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

A comparison of algorithms for the optimization of fermentation processes

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

Neighborhood topologies in fully informed and best-of-neighborhood particle swarms

Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on

2006 | journal-article

DynDE: A Differential Evolution for dynamic optimization problems

2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings

2005 | conference-paper

DynDE: a differential evolution for dynamic optimization problems

2005 Ieee Congress on Evolutionary Computation, Vols 1-3, Proceedings

2005 | journal-article

Neighborhood re-structuring in particle swarm optimization

Ai 2005: Advances in Artificial Intelligence

2005 | book-chapter

Neighborhood re-structuring in particle swarm optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2005 | book

An architecture for co-evolving agents in the ROBOCUP Simulation League

2004 | journal-article

Population topologies and their influence in particle swarm performance

2004 | journal-article

The fully informed particle swarm: Simpler, maybe better

IEEE Transactions on Evolutionary Computation

2004 | journal-article

What makes a successful society? Experiments with population topologies in particle swarms

Advances in Artificial Intelligence - Sbia 2004

2004 | book-chapter

What makes a successful society?: Experiments with population topologies in particle swarms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Avoiding the pitfalls of local optima: how topologies can save the day

2003 | journal-article

Neighborhood topologies in fully-informed and best-of-neighborhood particle swarms

SMCia 2003 - Proceedings of the 2003 IEEE International Workshop on Soft Computing in Industrial Applications

2003 | conference-paper

Watch thy neighbor or how the swarm can learn from its environment

Proceedings of the 2003 Ieee Swarm Intelligence Symposium (Sis 03)

2003 | journal-article

Particle swarms for feedforward neural network training

Proceeding of the 2002 International Joint Conference on Neural Networks, Vols 1-3

2002 | book-chapter

Particle swarms for feedforward neural network training

Proceedings of the International Joint Conference on Neural Networks

2002 | conference-paper

Population structure and particle swarm performance

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

2002 | conference-paper

A parallel architecture for solving constraint satisfaction problems

Proceedings of Metaheuristics International Conference 2001

2001 | journal-article

Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization

Proceedings of the IEEE Conference on Evolutionary Computation, ICEC

2001 | conference-paper

Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization

Proceedings of the 2001 Congress on Evolutionary Computation, Vols 1 and 2

2001 | journal-article

GENETIC ALGORITHMS, CLASSIFIERS AND PARALLELISM - AN OBJECT-ORIENTED APPROACH

Moving Toward Expert Systems Globally in the 21st Century

1994 | journal-article

A framework for the integrated analysis of metabolic and regulatory networks

| conference-paper

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