Picture for Michael Kommenda

Michael Kommenda

Vectorial Genetic Programming -- Optimizing Segments for Feature Extraction

Add code
Mar 03, 2023
Figure 1 for Vectorial Genetic Programming -- Optimizing Segments for Feature Extraction
Figure 2 for Vectorial Genetic Programming -- Optimizing Segments for Feature Extraction
Figure 3 for Vectorial Genetic Programming -- Optimizing Segments for Feature Extraction
Figure 4 for Vectorial Genetic Programming -- Optimizing Segments for Feature Extraction
Viaarxiv icon

Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization

Add code
Sep 20, 2022
Figure 1 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Figure 2 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Figure 3 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Figure 4 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Viaarxiv icon

Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data

Add code
Jun 13, 2022
Figure 1 for Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data
Figure 2 for Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data
Figure 3 for Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data
Figure 4 for Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data
Viaarxiv icon

Cluster Analysis of a Symbolic Regression Search Space

Add code
Sep 28, 2021
Figure 1 for Cluster Analysis of a Symbolic Regression Search Space
Figure 2 for Cluster Analysis of a Symbolic Regression Search Space
Figure 3 for Cluster Analysis of a Symbolic Regression Search Space
Figure 4 for Cluster Analysis of a Symbolic Regression Search Space
Viaarxiv icon

Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication

Add code
Sep 28, 2021
Figure 1 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Figure 2 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Figure 3 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Figure 4 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Viaarxiv icon

Understanding and Preparing Data of Industrial Processes for Machine Learning Applications

Add code
Sep 08, 2021
Figure 1 for Understanding and Preparing Data of Industrial Processes for Machine Learning Applications
Figure 2 for Understanding and Preparing Data of Industrial Processes for Machine Learning Applications
Figure 3 for Understanding and Preparing Data of Industrial Processes for Machine Learning Applications
Figure 4 for Understanding and Preparing Data of Industrial Processes for Machine Learning Applications
Viaarxiv icon

Preprocessing and Modeling of Radial Fan Data for Health State Prediction

Add code
Sep 08, 2021
Figure 1 for Preprocessing and Modeling of Radial Fan Data for Health State Prediction
Figure 2 for Preprocessing and Modeling of Radial Fan Data for Health State Prediction
Figure 3 for Preprocessing and Modeling of Radial Fan Data for Health State Prediction
Figure 4 for Preprocessing and Modeling of Radial Fan Data for Health State Prediction
Viaarxiv icon

Complexity Measures for Multi-objective Symbolic Regression

Add code
Sep 01, 2021
Figure 1 for Complexity Measures for Multi-objective Symbolic Regression
Figure 2 for Complexity Measures for Multi-objective Symbolic Regression
Figure 3 for Complexity Measures for Multi-objective Symbolic Regression
Figure 4 for Complexity Measures for Multi-objective Symbolic Regression
Viaarxiv icon

On the Effectiveness of Genetic Operations in Symbolic Regression

Add code
Aug 24, 2021
Figure 1 for On the Effectiveness of Genetic Operations in Symbolic Regression
Figure 2 for On the Effectiveness of Genetic Operations in Symbolic Regression
Figure 3 for On the Effectiveness of Genetic Operations in Symbolic Regression
Figure 4 for On the Effectiveness of Genetic Operations in Symbolic Regression
Viaarxiv icon

Data Aggregation for Reducing Training Data in Symbolic Regression

Add code
Aug 24, 2021
Figure 1 for Data Aggregation for Reducing Training Data in Symbolic Regression
Figure 2 for Data Aggregation for Reducing Training Data in Symbolic Regression
Figure 3 for Data Aggregation for Reducing Training Data in Symbolic Regression
Figure 4 for Data Aggregation for Reducing Training Data in Symbolic Regression
Viaarxiv icon