Nicolas Knudde

According to our database, Nicolas Knudde authored at least 11 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Machine Learning for RSS-Based Visible Light Positioning.

Willem Raes, Jorik De Bruycker, Nicolas Knudde, Tom Dhaene, Nobby Stevens

Dataset, May, 2022

2020

Multi-objective Bayesian Optimization for Engineering Simulation.

Joachim van der Herten, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Hierarchical Gaussian Process Models for Improved Metamodeling.

Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

ACM Trans. Model. Comput. Simul., 2020

Experimental Evaluation of Machine Learning Methods for Robust Received Signal Strength-Based Visible Light Positioning.

Willem Raes, Nicolas Knudde, Jorik De Bruycker, Tom Dhaene, Nobby Stevens

Sensors, 2020

Indoor human activity recognition using high-dimensional sensors and deep neural networks.

Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve

Neural Comput. Appl., 2020

Data-Efficient Gaussian Process Regression for Accurate Visible Light Positioning.

Nicolas Knudde, Willem Raes, Jorik De Bruycker, Tom Dhaene, Nobby Stevens

IEEE Commun. Lett., 2020

Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization.

Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani

Proceedings of the Winter Simulation Conference, 2020

2019

Active Learning for Feasible Region Discovery.

Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Indoor Person Identification Using a Low-Power FMCW Radar.

Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, André Bourdoux, Wesley De Neve, Tom Dhaene

IEEE Trans. Geosci. Remote. Sens., 2018

Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes.

Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene

Proceedings of the Engineering Applications of Neural Networks, 2018

2017

Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces.

Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene

Proceedings of the 2017 Winter Simulation Conference, 2017