Lydia Fischer

According to our database, Lydia Fischer authored at least 21 papers between 2013 and 2023.

Collaborative distances:

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

2023

Precision and Recall Reject Curves for Classification.

Lydia Fischer, Patricia Wollstadt

CoRR, 2023

2021

Extraction of Common-Sense Relations from Procedural Task Instructions using BERT.

Viktor Losing, Lydia Fischer, Jörg Deigmöller

Proceedings of the 11th Global Wordnet Conference, 2021

Designing Interaction for Multi-agent Cooperative System in an Office Environment.

Chao Wang, Stephan Hasler, Manuel Mühlig, Frank Joublin, Antonello Ceravola, Joerg Deigmoeller, Lydia Fischer, Pengcheng An

Proceedings of the Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction, 2021

2020

Designing Interaction for Multi-agent Cooperative System in an Office Environment.

Chao Wang, Stephan Hasler, Manuel Mühlig, Frank Joublin, Antonello Ceravola, Joerg Deigmoeller, Lydia Fischer

CoRR, 2020

A Knowledge-based Multi-entity and Cooperative System Architecture.

Manuel Mühlig, Lydia Fischer, Stephan Hasler, Jörg Deigmöller

Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

Designing Interaction for Multi-agent System in an Office Environment.

Chao Wang, Stephan Hasler, Manuel Mühlig, Frank Joublin, Antonello Ceravola, Jörg Deigmöller, Lydia Fischer

Proceedings of the Chinese CHI 2020: The eighth International Workshop of Chinese CHI, 2020

2019

Action Representation for Intelligent Agents Using Memory Nets.

Julian Eggert, Jörg Deigmöller, Lydia Fischer, Andreas Richter

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019

Memory Nets: Knowledge Representation for Intelligent Agent Operations in Real World.

Julian Eggert, Jörg Deigmöller, Lydia Fischer, Andreas Richter

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018

Which tool to use? Grounded reasoning in everyday environments with assistant robots.

Lydia Fischer, Stephan Hasler, Joerg Deigmoeller, Thomas Schnuerer, Michael Redert, Ulrike Pluntke, Katrin Nagel, Chris Senzel, Joern Ploennigs, Andreas Richter, Julian Eggert

Proceedings of the 11th Cognitive Robotics Workshop 2018, 2018

2017

A Priori Reliability Prediction with Meta-Learning Based on Context Information.

Jennifer Kreger, Lydia Fischer, Stephan Hasler, Thomas H. Weisswange, Ute Bauer-Wersing

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016

Rejection and online learning with prototype-based classifiers in adaptive metrical spaces.

Lydia Fischer

PhD thesis, 2016

Optimal local rejection for classifiers.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Neurocomputing, 2016

Online metric learning for an adaptation to confidence drift.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Efficient rejection strategies for prototype-based classification.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Neurocomputing, 2015

Optimum Reject Options for Prototype-based Classification.

Lydia Fischer, Barbara Hammer, Heiko Wersing

CoRR, 2015

Combining offline and online classifiers for life-long learning.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Certainty-based prototype insertion/deletion for classification with metric adaptation.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Rejection Strategies for Learning Vector Quantization - A Comparison of Probabilistic and Deterministic Approaches.

Lydia Fischer, David Nebel, Thomas Villmann, Barbara Hammer, Heiko Wersing

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

Local Rejection Strategies for Learning Vector Quantization.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Rejection strategies for learning vector quantization.

Lydia Fischer, Barbara Hammer, Heiko Wersing

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters.

Tina Geweniger, Lydia Fischer, Marika Kaden, Mandy Lange, Thomas Villmann

Comput. Intell. Neurosci., 2013