Publications with the same authors as the Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features publication

Group by: Tipo Ano Order: Title Year Type of publication

Book

Metalearning - Applications to Data Mining

Pavel Brazdil (Author) (FEP); Christophe Giraud G Carrier (Author) (Other); Carlos Soares (Author) (FEP); Ricardo Vilalta (Author) (Other)

2009

Scientific classification Indexing Documents

ISI Web of Knowledge

CORDIS: Computer engineering

We could not find any documents associated to the publication with allowed access.

Metalearning

Pavel Brazdil (Author) (FEP); van Rijn, JN (Author) (Other); Carlos Soares (Author) (FEUP); Vanschoren, J (Author) (Other)

2022

Chapter or Part of a Book

Metalearning

Pavel Brazdil (Author) (FEP); Ricardo Vilalta (Author) (Other); Christophe Giraud G Carrier (Author) (Other); Carlos Soares (Author) (FEP)

2010

Indexing

ISI Web of Knowledge

Metalearning

Pavel Brazdil (Author) (FEP); Ricardo Vilalta (Author) (Other); Christophe Giraud-Carrier (Author) (Other); Carlos Soares (Author) (FEUP)

2017

Meta-Learning

Carrier, CGG (Author) (Other); Pavel Brazdil (Author) (FEP); Carlos Soares (Author) (FEP); Vilalta, R (Author) (Other)

2009

Inductive Transfer

Ricardo Vilalta (Author) (Other); Christophe Giraud G Carrier (Author) (Other); Pavel Brazdil (Author) (FEP); Carlos Soares (Author) (FEP)

2010

Indexing

ISI Web of Knowledge

Inductive Transfer

Ricardo Vilalta (Author) (Other); Christophe Giraud-Carrier (Author) (Other); Pavel Brazdil (Author) (FEP); Carlos Soares (Author) (FEUP)

2017

Article in International Scientific Journal

Zoomed anking: Selection of Classification Algorithms Based on Relevant Performance Information

Carlos Soares (Author) (FEP); Pavel B Brazdil (Author) (FEP)

2000

Scientific classification Indexing

ISI Web of Knowledge - 12 Citations

Scopus - 56 Citations

FOS: Computer and information sciences

Using Meta-Learning to Support Data Mining

Ricardo Vilalta (Author) (Other); Christophe Giraud G Carrier (Author) (Other); Pavel Brazdil (Author) (FEP); Carlos Soares (Author) (FEP)

2004

Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results

Brazdil, PB (Author) (FEP); Soares, C (Author) (FEP); Da Costa, JP (Author) (FCUP)

2003

Scientific classification Indexing

ISI Web of Knowledge - 258 Citations

ISI Web of Science

Scopus - 329 Citations

FOS: Computer and information sciences

Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem: A comparison of meta-features

Kanda, J (Author) (Other); de Carvalho, A (Author) (Other); Hruschka, E (Author) (Other); Carlos Soares (Author) (FEUP); Pavel Brazdil (Author) (FEP)

2016

Indexing

ISI Web of Knowledge - 41 Citations

Scopus - 55 Citations

Improved dataset characterisation for meta-learning

Peng, YH (Author) (Other); Flach, PA (Author) (Other); Soares, C (Author) (FEP); Brazdil, P (Author) (FEP)

2002

Scientific classification Indexing

ISI Web of Knowledge - 88 Citations

Scopus - 109 Citations

FOS: Computer and information sciences

Combining regression models and metaheuristics to optimize space allocation in the retail industry

Pinto, F (Author) (Other); Carlos Soares (Author) (FEUP); Pavel Brazdil (Author) (FEP)

2015

Scientific classification Indexing

ISI Web of Knowledge - 7 Citations

Scopus - 8 Citations

CORDIS: Artificial intelligence

FOS: Computer and information sciences

Cognitive Technologies: Preface

Brazdil, P (Author) (FEP); Giraud Carrier, C (Author) (Other); Soares, C (Author) (FEP); Vilalta, R (Author) (Other)

2009

Indexing

ISI Web of Knowledge

Scopus - 2 Citations

A meta-learning method to select the kernel width in Support Vector Regression

Soares, C (Author) (FEP); Brazdil, PB (Author) (FEP); Kuba, P (Author) (Other)

2004

Scientific classification Indexing

ISI Proceedings

ISI Web of Knowledge - 118 Citations

ISI Web of Science

Scopus - 151 Citations

FOS: Computer and information sciences

A comparison of ranking methods for classification algorithm selection

Brazdil, PB (Author) (FEP); Soares, C (Author) (FEP)

2000

Scientific classification Indexing

ISI Web of Knowledge - 109 Citations

Scopus - 138 Citations

FOS: Computer and information sciences

A comparative study of some issues concerning algorithm recommendation using ranking methods

Soares, C (Author) (FEP); Brazdil, P (Author) (FEP)

2002

Scientific classification Indexing

ISI Web of Knowledge - 4 Citations

Scopus - 4 Citations

FOS: Computer and information sciences

Article in International Conference Proceedings Book

Sampling-based relative landmarks: Systematically test-driving algorithms before choosing

Soares, C (Author) (FEP); Petrak, J (Author) (Other); Brazdil, P (Author) (FEP)

2001

Indexing

ISI Web of Knowledge

Scopus - 26 Citations

Reducing rankings of classifiers by eliminating redundant classifiers

Brazdil, P (Author) (FEP); Soares, C (Author) (FEP); Pereira, R (Author) (Other)

2001

Indexing

ISI Web of Knowledge

Scopus - 5 Citations

On Usefulness of Outlier Elimination in Classification Tasks

Hetlerovic, D (Author) (Other); Popelínský, L (Author) (Other); Pavel Brazdil (Author) (FEP); Carlos Soares (Author) (FEUP); Freitas, F (Author) (Other)

2022

Indexing

ISI Web of Knowledge - 2 Citations

Scopus - 2 Citations

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