Lecture Notes in Computer Science - Genetic Programming
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Published By Springer International Publishing

9783319775524, 9783319775531
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Using GP Is NEAT: Evolving Compositional Pattern Production Functions

2018 ◽  
pp. 3-18 ◽  
Author(s):  
Filipe Assunção ◽  
Nuno Lourenço ◽  
Penousal Machado ◽  
Bernardete Ribeiro
Keyword(s):  
Production Functions ◽  
Compositional Pattern ◽  
Pattern Production

scholarly journals Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-relational Association Rules in the Semantic Web

2018 ◽  
pp. 289-305 ◽  
Author(s):  
Minh Duc Tran ◽  
Claudia d’Amato ◽  
Binh Thanh Nguyen ◽  
Andrea G. B. Tettamanzi
Keyword(s):  
Semantic Web ◽  
Association Rules ◽  
Evaluation Metrics ◽  
Rule Evaluation

scholarly journals Pruning Techniques for Mixed Ensembles of Genetic Programming Models

2018 ◽  
pp. 52-67 ◽  
Author(s):  
Mauro Castelli ◽  
Ivo Gonçalves ◽  
Luca Manzoni ◽  
Leonardo Vanneschi
Keyword(s):  
Genetic Programming ◽  
Programming Models ◽  
Pruning Techniques

Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming

2018 ◽  
pp. 271-288 ◽  
Author(s):  
Lino Rodriguez-Coayahuitl ◽  
Alicia Morales-Reyes ◽  
Hugo Jair Escalante
Keyword(s):  
Deep Learning ◽  
Genetic Programming ◽  
Representation Learning

Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling

2018 ◽  
pp. 253-270 ◽  
Author(s):  
John Park ◽  
Yi Mei ◽  
Su Nguyen ◽  
Gang Chen ◽  
Mengjie Zhang
Keyword(s):  
Genetic Programming ◽  
Job Shop ◽  
Job Shop Scheduling ◽  
Programming Approach ◽  
Machine Breakdown ◽  
Shop Scheduling ◽  
Dynamic Job Shop

Analyzing Feature Importance for Metabolomics Using Genetic Programming

2018 ◽  
pp. 68-83 ◽  
Author(s):  
Ting Hu ◽  
Karoliina Oksanen ◽  
Weidong Zhang ◽  
Edward Randell ◽  
Andrew Furey ◽  
...  
Keyword(s):  
Genetic Programming ◽  
Feature Importance

Evolving the Topology of Large Scale Deep Neural Networks

2018 ◽  
pp. 19-34 ◽  
Author(s):  
Filipe Assunção ◽  
Nuno Lourenço ◽  
Penousal Machado ◽  
Bernardete Ribeiro
Keyword(s):  
Neural Networks ◽  
Large Scale ◽  
Deep Neural Networks

scholarly journals Generating Redundant Features with Unsupervised Multi-tree Genetic Programming

2018 ◽  
pp. 84-100 ◽  
Author(s):  
Andrew Lensen ◽  
Bing Xue ◽  
Mengjie Zhang
Keyword(s):  
Genetic Programming
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