Automated Design of Machine Learning and Search Algorithms - Natural Computing Series
Latest Publications

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(FIVE YEARS 11)

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Published By Springer International Publishing

9783030720681, 9783030720698

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Automated Design of Classification Algorithms

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_10 ◽

2021 ◽

pp. 171-184

Author(s):

Nelishia Pillay ◽

Thambo Nyathi

Keyword(s):

Automated Design ◽

Classification Algorithms

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Rigorous Performance Analysis of Hyper-heuristics

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_4 ◽

2021 ◽

pp. 45-71

Author(s):

Pietro S. Oliveto

Keyword(s):

Performance Analysis

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AutoMoDe: A Modular Approach to the Automatic Off-Line Design and Fine-Tuning of Control Software for Robot Swarms

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_5 ◽

2021 ◽

pp. 73-90

Author(s):

Mauro Birattari ◽

Antoine Ligot ◽

Gianpiero Francesca

Keyword(s):

Fine Tuning ◽

Modular Approach ◽

Control Software ◽

Robot Swarms ◽

Line Design

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A Cross-Domain Method for Generation of Constructive and Perturbative Heuristics

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_6 ◽

2021 ◽

pp. 91-107

Author(s):

Christopher Stone ◽

Emma Hart ◽

Ben Paechter

Keyword(s):

Cross Domain ◽

Domain Method

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Automated Design (AutoDes): Current Trends and Future Research Directions

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_11 ◽

2021 ◽

pp. 185-187

Author(s):

Nelishia Pillay

Keyword(s):

Automated Design ◽

Future Research ◽

Research Directions ◽

Current Trends ◽

Future Research Directions

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Knowledge Transfer in Genetic Programming Hyper-heuristics

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_9 ◽

2021 ◽

pp. 149-169

Author(s):

Yi Mei ◽

Mazhar Ansari Ardeh ◽

Mengjie Zhang

Keyword(s):

Knowledge Transfer ◽

Genetic Programming

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A General Model for Automated Algorithm Design

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_3 ◽

2021 ◽

pp. 29-43

Author(s):

Rong Qu

Keyword(s):

General Model ◽

Algorithm Design ◽

Automated Algorithm

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Toward Real-Time Federated Evolutionary Neural Architecture Search

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_8 ◽

2021 ◽

pp. 133-147

Author(s):

Hangyu Zhu ◽

Yaochu Jin

Keyword(s):

Real Time ◽

Neural Architecture

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Automated Machine Learning—A Brief Review at the End of the Early Years

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_2 ◽

2021 ◽

pp. 11-28

Author(s):

Hugo Jair Escalante

Keyword(s):

Machine Learning ◽

Early Years ◽

Automated Machine Learning

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Hyper-heuristics: Autonomous Problem Solvers

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series ◽

10.1007/978-3-030-72069-8_7 ◽

2021 ◽

pp. 109-131

Author(s):

Mustafa Mısır

Keyword(s):

Problem Solvers

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Automated Design of Machine Learning and Search Algorithms - Natural Computing SeriesLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Automated Design of Classification Algorithms

Rigorous Performance Analysis of Hyper-heuristics

AutoMoDe: A Modular Approach to the Automatic Off-Line Design and Fine-Tuning of Control Software for Robot Swarms

A Cross-Domain Method for Generation of Constructive and Perturbative Heuristics

Automated Design (AutoDes): Current Trends and Future Research Directions

Knowledge Transfer in Genetic Programming Hyper-heuristics

A General Model for Automated Algorithm Design

Toward Real-Time Federated Evolutionary Neural Architecture Search

Automated Machine Learning—A Brief Review at the End of the Early Years

Hyper-heuristics: Autonomous Problem Solvers

Automated Design of Machine Learning and Search Algorithms - Natural Computing Series
Latest Publications