Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 46)

H-INDEX

(FIVE YEARS 2)

Published By Springer International Publishing

9783030137083, 9783030137090

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Lookahead Policy and Genetic Algorithm for Solving Nurse Rostering Problems

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_39 ◽

2019 ◽

pp. 460-471

Author(s):

Peng Shi ◽

Dario Landa-Silva

Keyword(s):

Genetic Algorithm ◽

Nurse Rostering

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Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_4 ◽

2019 ◽

pp. 38-50 ◽

Cited By ~ 1

Author(s):

David Sotelo ◽

Daniela Velásquez ◽

Carlos Cobos ◽

Martha Mendoza ◽

Luis Gómez

Keyword(s):

Neural Network ◽

Local Search ◽

Differential Evolution ◽

Neural Network Training ◽

Network Training

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Feature Based Multivariate Data Imputation

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_3 ◽

2019 ◽

pp. 26-37

Author(s):

Alessio Petrozziello ◽

Ivan Jordanov

Keyword(s):

Multivariate Data ◽

Data Imputation ◽

Feature Based

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Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_9 ◽

2019 ◽

pp. 104-115

Author(s):

Jussi Hakanen ◽

Jose Malmberg ◽

Vesa Ojalehto ◽

Kyle Eyvindson

Keyword(s):

Multiobjective Optimization ◽

Data Driven ◽

Decision Space

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Generating Term Weighting Schemes Through Genetic Programming

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_8 ◽

2019 ◽

pp. 92-103

Author(s):

Ahmad Mazyad ◽

Fabien Teytaud ◽

Cyril Fonlupt

Keyword(s):

Genetic Programming ◽

Term Weighting ◽

Weighting Schemes

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REFINE: Representation Learning from Diffusion Events

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_12 ◽

2019 ◽

pp. 141-153

Author(s):

Zekarias T. Kefato ◽

Nasrullah Sheikh ◽

Alberto Montresor

Keyword(s):

Representation Learning

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Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_6 ◽

2019 ◽

pp. 64-76

Author(s):

Sebastián Vivas ◽

Carlos Cobos ◽

Martha Mendoza

Keyword(s):

Feature Selection ◽

Random Forest ◽

Random Forest Classifier ◽

Covering Arrays

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Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_44 ◽

2019 ◽

pp. 520-532 ◽

Cited By ~ 1

Author(s):

Thirunavukarasu Balasubramaniam ◽

Richi Nayak ◽

Chau Yuen

Keyword(s):

Smart City ◽

Pattern Mining ◽

Spatiotemporal Pattern ◽

Tensor Factorization ◽

Spatiotemporal Pattern Mining

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Evolutionary Construction of Convolutional Neural Networks

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_25 ◽

2019 ◽

pp. 293-304

Author(s):

Marijn van Knippenberg ◽

Vlado Menkovski ◽

Sergio Consoli

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks

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N-Gram Representation for Web Service Description Classification

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-13709-0_38 ◽

2019 ◽

pp. 447-459

Author(s):

Christian Sánchez-Sánchez ◽

Leonid B. Sheremetov

Keyword(s):

Web Service ◽

Service Description ◽

N Gram

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Machine Learning, Optimization, and Data Science - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Lookahead Policy and Genetic Algorithm for Solving Nurse Rostering Problems

Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts

Feature Based Multivariate Data Imputation

Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space

Generating Term Weighting Schemes Through Genetic Programming

REFINE: Representation Learning from Diffusion Events

Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier

Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining

Evolutionary Construction of Convolutional Neural Networks

N-Gram Representation for Web Service Description Classification

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science
Latest Publications