The University of Patras and Institute for Data Science, Engineering, and Analytics (TH Koeln), wishing topromote co-operation between the two … More
Category: Publications
New Book: Online Machine Learning
A Practical Guide with Examples in Python A new book on the important topic of Online Machine Learning has now been … More
More than 10 000 Accesses: “Hyperparameter Tuning for Machine and Deep Learning” Book
This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice … More
Open Access Book “Hyperparameter Tuning for Machine and Deep Learning with R” is finally published
The book “Hyperparameter Tuning for Machine and Deep Learning with R – A Practical Guide” is finally published. The content is … More
Open Access Book “Hyperparameter Tuning for ML and DL with R”: Proof reading started
Today, we received the proofs from Springer. The book will be available soon, see https://link.springer.com/book/9789811951695
UQOP: International Conference on Uncertainty Quantification & Optimisation
The book of proceedings of UQOP2020 was edited by Massimiliano Vasile and Domenico Quagliarella. It contains contributions by renowned theoretical … More
New Paper: High-Lift Devices Topology Robust Optimisation Using Machine Learning Assisted Optimisation
Authors: Lorenzo Gentile, Elisa Morales, Martin Zaefferer, Edmondo Minisci, Domenico Quagliarella, Thomas Bartz-Beielstein, Renato Tognaccini Abstract This paper addresses the … More
Open Access Article “Elevator group control as a constrained multiobjective optimization problem”
Authors: Aljoša Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipič Applied Soft Computing, Volume 115, 2022, https://doi.org/10.1016/j.asoc.2021.108277. Abstract Abstract: Modern elevator … More
J. Stork’s PhD Thesis is Online: “Way of the Fittest: Optimization by Behavioral Evolution”
Jörg Stork, who worked for many years in Prof. Bartz-Beielstein’s team in the Institute of Data Science, Engineering, and Application … More
Students from IDE+A (TH Köln) Participating at GECCO 2021
This year the IDE+A team was very active at Genetic and Evolutionary Computation Conference (GECCO). GECCO: high-quality results in genetic … More