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Caglar Demir
Caglar Demir
Researcher
Verified email at uni-paderborn.de - Homepage
Title
Cited by
Cited by
Year
Convolutional complex knowledge graph embeddings
C Demir, ACN Ngomo
The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event …, 2021
442021
Evolearner: Learning description logics with evolutionary algorithms
S Heindorf, L Blübaum, N Düsterhus, T Werner, VN Golani, C Demir, ...
Proceedings of the ACM Web Conference 2022, 818-828, 2022
212022
Convolutional hypercomplex embeddings for link prediction
C Demir, D Moussallem, S Heindorf, ACN Ngomo
Asian Conference on Machine Learning, 656-671, 2021
142021
Learning concept lengths accelerates concept learning in ALC
NDJ Kouagou, S Heindorf, C Demir, ACN Ngomo
European Semantic Web Conference, 236-252, 2022
102022
MLCheck–property-driven testing of machine learning classifiers
A Sharma, C Demir, ACN Ngomo, H Wehrheim
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
10*2021
Neuro-Symbolic Class Expression Learning
C Demir, ACN Ngomo
International Joint Conference on Artificial Intelligence, 2023
7*2023
Neural class expression synthesis
NDJ Kouagou, S Heindorf, C Demir, AC Ngonga Ngomo
European Semantic Web Conference, 209-226, 2023
72023
Conformal credal self-supervised learning
J Lienen, C Demir, E Hüllermeier
arXiv preprint arXiv:2205.15239, 2022
72022
A shallow neural model for relation prediction
C Demir, D Moussallem, ACN Ngomo
2021 IEEE 15th International Conference on Semantic Computing (ICSC), 179-182, 2021
72021
A physical embedding model for knowledge graphs
C Demir, ACN Ngomo
Semantic Technology: 9th Joint International Conference, JIST 2019, Hangzhou …, 2020
72020
Hardware-agnostic computation for large-scale knowledge graph embeddings
C Demir, ACN Ngomo
Software Impacts 13, 100377, 2022
32022
Out-of-Vocabulary Entities in Link Prediction
C Demir, ACN Ngomo
arXiv preprint arXiv:2105.12524, 2021
32021
Kronecker decomposition for knowledge graph embeddings
C Demir, J Lienen, AC Ngonga Ngomo
Proceedings of the 33rd ACM Conference on Hypertext and Social Media, 1-10, 2022
22022
Clifford Embeddings–A Generalized Approach for Embedding in Normed Algebras
C Demir, AC Ngonga Ngomo
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
12023
LitCQD: Multi-hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
C Demir, M Wiebesiek, R Lu, AC Ngonga Ngomo, S Heindorf
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
12023
Learning Permutation-Invariant Embeddings for Description Logic Concepts
C Demir, AC Ngonga Ngomo
International Symposium on Intelligent Data Analysis, 103-115, 2023
12023
Embedding Knowledge Graphs in Degenerate Clifford Algebras
LM Kamdem, C Demir, AC Ngonga
arXiv preprint arXiv:2402.04870, 2024
2024
Embedding Knowledge Graphs in Degenerate Clifford Algebras
L Mozart Kamdem, C Demir, AC Ngonga
arXiv e-prints, arXiv: 2402.04870, 2024
2024
Universal Knowledge Graph Embeddings
N Kouagou, C Demir, HM Zahera, A Wilke, S Heindorf, J Li, ACN Ngomo
arXiv preprint arXiv:2310.14899, 2023
2023
Polyak Parameter Ensemble: Exponential Parameter Growth Leads to Better Generalization
C Demir, ACN Ngomo
2023
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