Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters. - Tina Geweniger; Lydia Fischer; Marika Kaden; Mandy Lange; Thomas Villmann (Comput. Intell. Neurosci., 2013)

Rejection strategies for learning vector quantization. - Lydia Fischer; Barbara Hammer; Heiko Wersing (ESANN, 2014)

Local Rejection Strategies for Learning Vector Quantization. - Lydia Fischer; Barbara Hammer; Heiko Wersing (ICANN, 2014)

Rejection Strategies for Learning Vector Quantization - A Comparison of Probabilistic and Deterministic Approaches. - Lydia Fischer; David Nebel; Thomas Villmann; Barbara Hammer; Heiko Wersing (WSOM, 2014)

Certainty-based prototype insertion/deletion for classification with metric adaptation. - Lydia Fischer; Barbara Hammer; Heiko Wersing (ESANN, 2015)

Combining offline and online classifiers for life-long learning. - Lydia Fischer; Barbara Hammer; Heiko Wersing (IJCNN, 2015)

Optimum Reject Options for Prototype-based Classification. - Lydia Fischer; Barbara Hammer; Heiko Wersing (CoRR, 2015)

Efficient rejection strategies for prototype-based classification. - Lydia Fischer; Barbara Hammer; Heiko Wersing (Neurocomputing, 2015)

Online metric learning for an adaptation to confidence drift. - Lydia Fischer; Barbara Hammer; Heiko Wersing (IJCNN, 2016)

Optimal local rejection for classifiers. - Lydia Fischer; Barbara Hammer; Heiko Wersing (Neurocomputing, 2016)

Rejection and online learning with prototype-based classifiers in adaptive metrical spaces. - Lydia Fischer (2016)

A Priori Reliability Prediction with Meta-Learning Based on Context Information. - Jennifer Kreger; Lydia Fischer; Stephan Hasler; Thomas H. Weisswange; Ute Bauer-Wersing (ICANN (2), 2017)

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 (CogRob@KR, 2018)

Memory Nets: Knowledge Representation for Intelligent Agent Operations in Real World. - Julian Eggert; Jörg Deigmöller; Lydia Fischer; Andreas Richter (KEOD, 2019)

Action Representation for Intelligent Agents Using Memory Nets. - Julian Eggert; Jörg Deigmöller; Lydia Fischer; Andreas Richter (IC3K, 2019)

Designing Interaction for Multi-agent System in an Office Environment. - Chao Wang 055; Stephan Hasler; Manuel Mühlig; Frank Joublin; Antonello Ceravola; Jörg Deigmöller; Lydia Fischer (CCHI, 2020)

A Knowledge-based Multi-entity and Cooperative System Architecture. - Manuel Mühlig; Lydia Fischer; Stephan Hasler; Jörg Deigmöller (ICHMS, 2020)

Designing Interaction for Multi-agent Cooperative System in an Office Environment. - Chao Wang 055; Stephan Hasler; Manuel Mühlig; Frank Joublin; Antonello Ceravola; Joerg Deigmoeller; Lydia Fischer (CoRR, 2020)

Designing Interaction for Multi-agent Cooperative System in an Office Environment. - Chao Wang 055; Stephan Hasler; Manuel Mühlig; Frank Joublin; Antonello Ceravola; Joerg Deigmoeller; Lydia Fischer; Pengcheng An (HRI (Companion), 2021)

Extraction of Common-Sense Relations from Procedural Task Instructions using BERT. - Viktor Losing; Lydia Fischer; Jörg Deigmöller (GWC, 2021)

Precision and Recall Reject Curves for Classification. - Lydia Fischer; Patricia Wollstadt (CoRR, 2023)

Precision and Recall Reject Curves. - Lydia Fischer; Patricia Wollstadt (WSOM+, 2024)

Stacked Confusion Reject Plots (SCORE). - Stephan Hasler; Lydia Fischer (CoRR, 2024)

A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning. - Jens Engel; Andrea Castellani; Patricia Wollstadt; Felix Lanfermann; Thomas Schmitt; Sebastian Schmitt; Lydia Fischer; Steffen Limmer; David Luttropp; Florian Jomrich; René Unger; Tobias Rodemann (CoRR, 2025)