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04/06/2023
HOTGP – Higher-Order Typed Genetic Programming
Program synthesis is the process of generating a computer program follow...
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09/14/2022
Prediction Intervals and Confidence Regions for Symbolic Regression Models based on Likelihood Profiles
Symbolic regression is a nonlinear regression method which is commonly p...
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04/25/2022
Transformation-Interaction-Rational Representation for Symbolic Regression
Symbolic Regression searches for a function form that approximates a dat...
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07/29/2021
Contemporary Symbolic Regression Methods and their Relative Performance
Many promising approaches to symbolic regression have been presented in ...
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07/20/2021
Using Shape Constraints for Improving Symbolic Regression Models
We describe and analyze algorithms for shape-constrained symbolic regres...
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03/29/2021
Shape-constrained Symbolic Regression – Improving Extrapolation with Prior Knowledge
We investigate the addition of constraints on the function image and its...
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01/22/2021
Enhanced word embeddings using multi-semantic representation through lexical chains
The relationship between words in a sentence often tells us more about t...
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12/22/2019
EvoMan: Game-playing Competition
This paper describes a competition proposal for evolving Intelligent Age...
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02/11/2019
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression
The Interaction-Transformation (IT) is a new representation for Symbolic...
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01/14/2018
DCDistance: A Supervised Text Document Feature extraction based on class labels
Text Mining is a field that aims at extracting information from textual ...
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01/04/2018
A Greedy Search Tree Heuristic for Symbolic Regression
Symbolic Regression tries to find a mathematical expression that describ...
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04/03/2016
An electronic-game framework for evaluating coevolutionary algorithms
One of the common artificial intelligence applications in electronic gam...
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06/10/2014
A Flexible Fitness Function for Community Detection in Complex Networks
Most community detection algorithms from the literature work as optimiza...
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06/10/2014
