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An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms

Evolutionary intelligence, 2021-12, Vol.14 (4), p.1895-1914

2021

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Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks

2010 Eleventh Brazilian Symposium on Neural Networks, 2010, p.253-258

2010

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A Survey of Evolutionary Algorithms for Decision-Tree Induction

IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews, 2012-05, Vol.42 (3), p.291-312

2012

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Improvements in the Partitions Selection Strategy for Set of Clustering Solutions

2010 Eleventh Brazilian Symposium on Neural Networks, 2010, p.49-54

2010

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Hybrid Artificial Intelligence Systems: 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014, Proceedings

1, 2014

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Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings

1, 2013

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A Variable Neighborhood Search Approach for Solving the Generalized Vehicle Routing Problem

Hybrid Artificial Intelligence Systems, 2014, p.13-24

2014

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An Ontology-Based Recommender System Architecture for Semantic Searches in Vehicles Sales Portals

Hybrid Artificial Intelligence Systems, 2014, p.537-548

2014

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A bottom-up oblique decision tree induction algorithm

2011 11th International Conference on Intelligent Systems Design and Applications, 2011, p.450-456

2011

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Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm

Hybrid Artificial Intelligence Systems, 2014, p.318-329

2014

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Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume

Hybrid Artificial Intelligence Systems, 2014, p.502-514

2014

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Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index

Hybrid Artificial Intelligence Systems, 2014, p.74-85

2014

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Non-dominated Sorting and a Novel Formulation in the Reporting Cells Planning

Hybrid Artificial Intelligence Systems, 2014, p.285-295

2014

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Constraint and Preference Modelling for Spatial Decision Making with Use of Possibility Theory

Hybrid Artificial Intelligence Systems, 2014, p.145-155

2014

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Wind Power Ramp Event Prediction with Support Vector Machines

Hybrid Artificial Intelligence Systems, 2014, p.37-48

2014

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Maintaining Case Based Reasoning Systems Based on Soft Competence Model

Hybrid Artificial Intelligence Systems, 2014, p.666-677

2014

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Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography

Hybrid Artificial Intelligence Systems, 2014, p.607-617

2014

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An Approach of Steel Plates Fault Diagnosis in Multiple Classes Decision Making

Hybrid Artificial Intelligence Systems, 2014, p.86-97

2014

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Noisy Data Set Identification

Hybrid Artificial Intelligent Systems, 2013, p.629-638

2013

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Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks

2011 11th International Conference on Intelligent Systems Design and Applications, 2011, p.337-343

2011

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Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem

2011 10th International Conference on Machine Learning and Applications and Workshops, 2011, Vol.1, p.346-351

2011

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Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode

Hybrid Artificial Intelligence Systems, 2014, p.549-560

2014

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Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search

Hybrid Artificial Intelligence Systems, 2014, p.618-629

2014

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Mutual Information-Based Feature Selection in Fuzzy Databases Applied to Searching for the Best Code Metrics in Automatic Grading

Hybrid Artificial Intelligence Systems, 2014, p.330-341

2014

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Multi-objective optimization and Meta-learning for SVM parameter selection

The 2012 International Joint Conference on Neural Networks (IJCNN), 2012, p.1-8

2012

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An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms

Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks

A Survey of Evolutionary Algorithms for Decision-Tree Induction

Improvements in the Partitions Selection Strategy for Set of Clustering Solutions

Hybrid Artificial Intelligence Systems: 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014, Proceedings

Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings

A Variable Neighborhood Search Approach for Solving the Generalized Vehicle Routing Problem

An Ontology-Based Recommender System Architecture for Semantic Searches in Vehicles Sales Portals

A bottom-up oblique decision tree induction algorithm

Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm

Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume

Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index

Non-dominated Sorting and a Novel Formulation in the Reporting Cells Planning

Constraint and Preference Modelling for Spatial Decision Making with Use of Possibility Theory

Wind Power Ramp Event Prediction with Support Vector Machines

Maintaining Case Based Reasoning Systems Based on Soft Competence Model

Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography

An Approach of Steel Plates Fault Diagnosis in Multiple Classes Decision Making

Noisy Data Set Identification

Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks

Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem

Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode

Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search

Mutual Information-Based Feature Selection in Fuzzy Databases Applied to Searching for the Best Code Metrics in Automatic Grading

Multi-objective optimization and Meta-learning for SVM parameter selection

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