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Genetic Programming Theory and Practice XX

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Cover of 'Genetic Programming Theory and Practice XX'

Table of Contents

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    Book Overview
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    Chapter 1 TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning
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    Chapter 2 Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology
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    Chapter 3 Accelerating Image Analysis Research with Active Learning Techniques in Genetic Programming
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    Chapter 4 How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions
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    Chapter 5 The Impact of Step Limits on Generalization and Stability in Software Synthesis
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    Chapter 6 Genetic Programming Techniques for Glucose Prediction in People with Diabetes
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    Chapter 7 Methods for Rich Phylogenetic Inference Over Distributed Sexual Populations
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    Chapter 8 A Melting Pot of Evolution and Learning
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    Chapter 9 Particularity
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    Chapter 10 The OpenELM Library: Leveraging Progress in Language Models for Novel Evolutionary Algorithms
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    Chapter 11 GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots
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    Chapter 12 Shape-constrained Symbolic Regression: Real-World Applications in Magnetization, Extrusion and Data Validation
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    Chapter 13 Phylogeny-Informed Fitness Estimation for Test-Based Parent Selection
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    Chapter 14 Origami: (un)folding the Abstraction of Recursion Schemes for Program Synthesis
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    Chapter 15 Reachability Analysis for Lexicase Selection via Community Assembly Graphs
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    Chapter 16 Let’s Evolve Intelligence, Not Solutions
Attention for Chapter 6: Genetic Programming Techniques for Glucose Prediction in People with Diabetes
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Chapter title
Genetic Programming Techniques for Glucose Prediction in People with Diabetes
Chapter number 6
Book title
Genetic Programming Theory and Practice XX
Published in
Genetic and Evolutionary Computation, January 2024
DOI 10.1007/978-981-99-8413-8_6
Book ISBNs
978-9-81-998412-1, 978-9-81-998413-8
Authors

Hidalgo, J. Ignacio, Velasco, Jose Manuel, Parra, Daniel, Garnica, Oscar

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