Caglar Demir

Data Science / Heinz Nixdorf Institut
caglar.demir@uni-paderborn.de
ID
43817

23 Publications

Mark all

[23]
2024 | Conference Paper | LibreCat-ID: 54449 | OA
KOUAGOU NJ, Demir C, Zahera HMA, et al. Universal Knowledge Graph Embeddings. In: Companion Proceedings of the ACM on Web Conference 2024. ACM; 2024. doi:10.1145/3589335.3651978
LibreCat | DOI | Download (ext.)
 
[22]
2024 | Journal Article | LibreCat-ID: 58049
Demir C, KOUAGOU NJ, Sharma A, Ngonga Ngomo A-C. Inference over Unseen Entities, Relations and Literals on Knowledge Graphs. Arxiv. Published online 2024. doi:10.48550/ARXIV.2410.06742
LibreCat | DOI
 
[21]
2024 | Journal Article | LibreCat-ID: 58051
Demir C, Sharma A, Ngonga Ngomo A-C. Adaptive Stochastic Weight Averaging. arxiv. Published online 2024. doi:10.48550/ARXIV.2406.19092
LibreCat | DOI
 
[20]
2023 | Book Chapter | LibreCat-ID: 46460
Ngonga Ngomo A-C, Demir C, Kouagou NJ, Heindorf S, Karalis N, Bigerl A. Class Expression Learning with Multiple Representations. In: Compendium of Neurosymbolic Artificial Intelligence. IOS Press; 2023:272–286.
LibreCat
 
[19]
2023 | Journal Article | LibreCat-ID: 46248 | OA
Demir C, Wiebesiek M, Lu R, Ngonga Ngomo A-C, Heindorf S. LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML PKDD. Published online 2023.
LibreCat | Files available
 
[18]
2023 | Book Chapter | LibreCat-ID: 47421 | OA
Kouagou NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis in ALCHIQ(D). In: Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43421-1_12
LibreCat | Files available | DOI | Download (ext.)
 
[17]
2023 | Conference Paper | LibreCat-ID: 54612
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis (Extended Abstract). In: NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy. CEUR-WS; 2023.
LibreCat
 
[16]
2023 | Conference Paper | LibreCat-ID: 54615
Demir C, Ngonga Ngomo A-C. Learning Permutation-Invariant Embeddings for Description Logic Concepts. In: Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-La-Neuve, Belgium, April 12–14, 2023, Proceedings. ; 2023:103–115.
LibreCat
 
[15]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13
LibreCat | DOI | Download (ext.)
 
[14]
2023 | Journal Article | LibreCat-ID: 46243 | OA
Demir C, Ngonga Ngomo A-C. Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras. ECML-PKDD. Published online 2023.
LibreCat | Files available
 
[13]
2023 | Journal Article | LibreCat-ID: 46251 | OA
Demir C, Ngonga Ngomo A-C. Neuro-Symbolic Class Expression Learning. International Joint Conference on Artificial Intelligence. Published online 2023.
LibreCat | Files available
 
[12]
2022 | Preprint | LibreCat-ID: 31545 | OA
Demir C, Lienen J, Ngonga Ngomo A-C. Kronecker Decomposition for Knowledge Graph Embeddings. arXiv:220506560. Published online 2022.
LibreCat | Download (ext.)
 
[11]
2022 | Preprint | LibreCat-ID: 31546 | OA
Lienen J, Demir C, Hüllermeier E. Conformal Credal Self-Supervised Learning. arXiv:220515239. Published online 2022.
LibreCat | Download (ext.)
 
[10]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Learning Concept Lengths Accelerates Concept Learning in ALC. In: The Semantic Web. Springer International Publishing; 2022. doi:10.1007/978-3-031-06981-9_14
LibreCat | Files available | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
Heindorf S, Blübaum L, Düsterhus N, et al. EvoLearner: Learning Description Logics with Evolutionary Algorithms. In: WWW. ACM; 2022:818-828. doi:10.1145/3485447.3511925
LibreCat | DOI | Download (ext.)
 
[8]
2021 | Conference Paper | LibreCat-ID: 25206
Demir C, Ngonga Ngomo A-C. Convolutional Complex Knowledge Graph Embeddings. In: Verborgh R, Hose K, Paulheim H, et al., eds. The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings. Vol 12731. Lecture Notes in Computer Science. Springer; 2021:409-424. doi:10.1007/978-3-030-77385-4\_24
LibreCat | DOI
 
[7]
2021 | Journal Article | LibreCat-ID: 25209
Demir C, Moussallem D, Ngonga Ngomo A-C. A shallow neural model for relation prediction. CoRR. 2021;abs/2101.09090.
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 25213
Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCheck- Property-Driven Testing of Machine Learning Models. CoRR. 2021;abs/2105.00741.
LibreCat
 
[5]
2021 | Journal Article | LibreCat-ID: 25215
Demir C, Ngonga Ngomo A-C. Out-of-Vocabulary Entities in Link Prediction. CoRR. 2021;abs/2105.12524.
LibreCat
 
[4]
2021 | Journal Article | LibreCat-ID: 25217
Demir C, Ngonga Ngomo A-C. DRILL- Deep Reinforcement Learning for Refinement Operators in ALC. CoRR. 2021;abs/2106.15373.
LibreCat
 
[3]
2021 | Conference Paper | LibreCat-ID: 28350
Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCHECK–Property-Driven Testing of Machine Learning Classifiers. In: Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE.
LibreCat
 
[2]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
Demir C, Moussallem D, Heindorf S, Ngonga Ngomo A-C. Convolutional Hypercomplex Embeddings for Link Prediction. In: The 13th Asian Conference on Machine Learning, ACML 2021. ; 2021.
LibreCat | Download (ext.) | arXiv
 
[1]
2020 | Journal Article | LibreCat-ID: 25350
Demir C, Ngonga Ngomo A-C. A Physical Embedding Model for Knowledge Graphs. CoRR. 2020;abs/2001.07418.
LibreCat
 
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23 Publications

Mark all

[23]
2024 | Conference Paper | LibreCat-ID: 54449 | OA
KOUAGOU NJ, Demir C, Zahera HMA, et al. Universal Knowledge Graph Embeddings. In: Companion Proceedings of the ACM on Web Conference 2024. ACM; 2024. doi:10.1145/3589335.3651978
LibreCat | DOI | Download (ext.)
 
[22]
2024 | Journal Article | LibreCat-ID: 58049
Demir C, KOUAGOU NJ, Sharma A, Ngonga Ngomo A-C. Inference over Unseen Entities, Relations and Literals on Knowledge Graphs. Arxiv. Published online 2024. doi:10.48550/ARXIV.2410.06742
LibreCat | DOI
 
[21]
2024 | Journal Article | LibreCat-ID: 58051
Demir C, Sharma A, Ngonga Ngomo A-C. Adaptive Stochastic Weight Averaging. arxiv. Published online 2024. doi:10.48550/ARXIV.2406.19092
LibreCat | DOI
 
[20]
2023 | Book Chapter | LibreCat-ID: 46460
Ngonga Ngomo A-C, Demir C, Kouagou NJ, Heindorf S, Karalis N, Bigerl A. Class Expression Learning with Multiple Representations. In: Compendium of Neurosymbolic Artificial Intelligence. IOS Press; 2023:272–286.
LibreCat
 
[19]
2023 | Journal Article | LibreCat-ID: 46248 | OA
Demir C, Wiebesiek M, Lu R, Ngonga Ngomo A-C, Heindorf S. LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML PKDD. Published online 2023.
LibreCat | Files available
 
[18]
2023 | Book Chapter | LibreCat-ID: 47421 | OA
Kouagou NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis in ALCHIQ(D). In: Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43421-1_12
LibreCat | Files available | DOI | Download (ext.)
 
[17]
2023 | Conference Paper | LibreCat-ID: 54612
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis (Extended Abstract). In: NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy. CEUR-WS; 2023.
LibreCat
 
[16]
2023 | Conference Paper | LibreCat-ID: 54615
Demir C, Ngonga Ngomo A-C. Learning Permutation-Invariant Embeddings for Description Logic Concepts. In: Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-La-Neuve, Belgium, April 12–14, 2023, Proceedings. ; 2023:103–115.
LibreCat
 
[15]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13
LibreCat | DOI | Download (ext.)
 
[14]
2023 | Journal Article | LibreCat-ID: 46243 | OA
Demir C, Ngonga Ngomo A-C. Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras. ECML-PKDD. Published online 2023.
LibreCat | Files available
 
[13]
2023 | Journal Article | LibreCat-ID: 46251 | OA
Demir C, Ngonga Ngomo A-C. Neuro-Symbolic Class Expression Learning. International Joint Conference on Artificial Intelligence. Published online 2023.
LibreCat | Files available
 
[12]
2022 | Preprint | LibreCat-ID: 31545 | OA
Demir C, Lienen J, Ngonga Ngomo A-C. Kronecker Decomposition for Knowledge Graph Embeddings. arXiv:220506560. Published online 2022.
LibreCat | Download (ext.)
 
[11]
2022 | Preprint | LibreCat-ID: 31546 | OA
Lienen J, Demir C, Hüllermeier E. Conformal Credal Self-Supervised Learning. arXiv:220515239. Published online 2022.
LibreCat | Download (ext.)
 
[10]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Learning Concept Lengths Accelerates Concept Learning in ALC. In: The Semantic Web. Springer International Publishing; 2022. doi:10.1007/978-3-031-06981-9_14
LibreCat | Files available | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
Heindorf S, Blübaum L, Düsterhus N, et al. EvoLearner: Learning Description Logics with Evolutionary Algorithms. In: WWW. ACM; 2022:818-828. doi:10.1145/3485447.3511925
LibreCat | DOI | Download (ext.)
 
[8]
2021 | Conference Paper | LibreCat-ID: 25206
Demir C, Ngonga Ngomo A-C. Convolutional Complex Knowledge Graph Embeddings. In: Verborgh R, Hose K, Paulheim H, et al., eds. The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings. Vol 12731. Lecture Notes in Computer Science. Springer; 2021:409-424. doi:10.1007/978-3-030-77385-4\_24
LibreCat | DOI
 
[7]
2021 | Journal Article | LibreCat-ID: 25209
Demir C, Moussallem D, Ngonga Ngomo A-C. A shallow neural model for relation prediction. CoRR. 2021;abs/2101.09090.
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 25213
Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCheck- Property-Driven Testing of Machine Learning Models. CoRR. 2021;abs/2105.00741.
LibreCat
 
[5]
2021 | Journal Article | LibreCat-ID: 25215
Demir C, Ngonga Ngomo A-C. Out-of-Vocabulary Entities in Link Prediction. CoRR. 2021;abs/2105.12524.
LibreCat
 
[4]
2021 | Journal Article | LibreCat-ID: 25217
Demir C, Ngonga Ngomo A-C. DRILL- Deep Reinforcement Learning for Refinement Operators in ALC. CoRR. 2021;abs/2106.15373.
LibreCat
 
[3]
2021 | Conference Paper | LibreCat-ID: 28350
Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCHECK–Property-Driven Testing of Machine Learning Classifiers. In: Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE.
LibreCat
 
[2]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
Demir C, Moussallem D, Heindorf S, Ngonga Ngomo A-C. Convolutional Hypercomplex Embeddings for Link Prediction. In: The 13th Asian Conference on Machine Learning, ACML 2021. ; 2021.
LibreCat | Download (ext.) | arXiv
 
[1]
2020 | Journal Article | LibreCat-ID: 25350
Demir C, Ngonga Ngomo A-C. A Physical Embedding Model for Knowledge Graphs. CoRR. 2020;abs/2001.07418.
LibreCat
 
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