ERD

Career development report, yearly

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

On the Performance of Oversampling Techniques for Class Imbalance Problems

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Learning Transferable Variation Operators in a Continuous Genetic Algorithm

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimizati...

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Improving Imbalanced Classification by Anomaly Detection

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Scalability of Learning Tasks on 3D CAE Models Using Point Cloud Autoencoders

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

On the Efficiency of a Point Cloud Autoencoder as a Geometric Representation for Shape Optimization

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Hyperparameter Optimisation for Improving Classification under Class Imbalance

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

When and How to Transfer Knowledge in Dynamic Multi-objective Optimization

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Integrated software environment (‘Self-Tuning optimisation) and manual

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Integrated software environment and manual

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Periodic Reporting for period 2 - ECOLE (Experience-based Computation: Learning to Optimise)

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

A Systematic Approach to Analyze the Computational Cost of Robustness in Model-Assisted Robust Optimization

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Improved Sample Type Identification for Multi-Class Imbalanced Classification with Real-World Applications

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Efficient AutoML via Combinational Sampling

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Back to Meshes: Optimal Simulation-ready mesh prototypes for autoencoder based 3D car point clouds

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Online learning for proactive dynamic and robust optimization

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Research and personal skill report, mid-term

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Dissemination and outreach final report

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Learning Sparsity of Representations with Discrete Latent Variables

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Interpreting Node Embedding with Text-labeled Graphs

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Multi-criteria optimisation software environment based on learning for adaptive feature selection and constraint predict...

Project: ECOLE

Updated at: 28-04-2024

Show more information

Project acronym ECOLE

Resources

Selected filters:

Career development report, yearly

On the Performance of Oversampling Techniques for Class Imbalance Problems

Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization

Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks

Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior

Learning Transferable Variation Operators in a Continuous Genetic Algorithm

Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimizati...

Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems

Improving Imbalanced Classification by Anomaly Detection

Scalability of Learning Tasks on 3D CAE Models Using Point Cloud Autoencoders

On the Efficiency of a Point Cloud Autoencoder as a Geometric Representation for Shape Optimization

An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization

Hyperparameter Optimisation for Improving Classification under Class Imbalance

When and How to Transfer Knowledge in Dynamic Multi-objective Optimization

Integrated software environment (‘Self-Tuning optimisation) and manual

Integrated software environment and manual

Periodic Reporting for period 2 - ECOLE (Experience-based Computation: Learning to Optimise)

Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators

A Systematic Approach to Analyze the Computational Cost of Robustness in Model-Assisted Robust Optimization

Improved Sample Type Identification for Multi-Class Imbalanced Classification with Real-World Applications

Efficient AutoML via Combinational Sampling

Back to Meshes: Optimal Simulation-ready mesh prototypes for autoencoder based 3D car point clouds

Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer

Online learning for proactive dynamic and robust optimization

Research and personal skill report, mid-term

Dissemination and outreach final report

Learning Sparsity of Representations with Discrete Latent Variables

Interpreting Node Embedding with Text-labeled Graphs

Multi-criteria optimisation software environment based on learning for adaptive feature selection and constraint predict...