Diego Botache

According to our database, Diego Botache authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

2024

Enhancing Multi-objective Optimisation Through Machine Learning-Supported Multiphysics Simulation.

Diego Botache, Jens Decke, Winfried Ripken, Abhinay Dornipati, Franz Götz-Hahn, Mohamed Ayeb, Bernhard Sick

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

2023

Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation.

Diego Botache, Jens Decke, Winfried Ripken, Abhinay Dornipati, Franz Götz-Hahn, Mohamed Ayeb, Bernhard Sick

CoRR, 2023

Unraveling the Complexity of Splitting Sequential Data: Tackling Challenges in Video and Time Series Analysis.

Diego Botache, Kristina Dingel, Rico Huhnstock, Arno Ehresmann, Bernhard Sick

CoRR, 2023

2022

Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring of Electric Motor Test Benches.

Tobias Westmeier, Diego Botache, Maarten Bieshaar, Bernhard Sick

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

NDNET: A Unified Framework for Anomaly and Novelty Detection.

Jens Decke, Jörn Schmeißing, Diego Botache, Maarten Bieshaar, Bernhard Sick, Christian Gruhl

Proceedings of the Architecture of Computing Systems - 35th International Conference, 2022

2021

Out-of-Distribution Detection and Generation Using Soft Brownian Offset Sampling and Autoencoders.

Felix Möller, Diego Botache, Denis Huseljic, Florian Heidecker, Maarten Bieshaar, Bernhard Sick

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Towards Highly Automated Machine-Learning-Empowered Monitoring of Motor Test Stands.

Diego Botache, Florian Bethke, Martin Hardieck, Maarten Bieshaar, Ludwig Brabetz, Mohamed Ayeb, Peter Zipf, Bernhard Sick

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2019

Early Pedestrian Movement Detection Using Smart Devices Based on Human Activity Recognition.

Diego Botache, Dandan Liu, Maarten Bieshaar, Bernhard Sick

Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik - Informatik für Gesellschaft, INFORMATIK 2019, 2019