Caglar Demir

Data Science
caglar.demir@uni-paderborn.de
ID
43817

18 Publications

Mark all

[18]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:https://doi.org/10.1007/978-3-031-33455-9_13.
LibreCat | DOI | Download (ext.)
 
[17]
2023 | Journal Article | LibreCat-ID: 46243 | OA
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras.” ECML-PKDD, 2023.
LibreCat | Files available
 
[16]
2023 | Journal Article | LibreCat-ID: 46251 | OA
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression Learning.” International Joint Conference on Artificial Intelligence, 2023.
LibreCat | Files available
 
[15]
2023 | Book Chapter | LibreCat-ID: 47421
Kouagou, N’Dah Jean, et al. “Neural Class Expression Synthesis in ALCHIQ(D).” Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43421-1_12.
LibreCat | DOI
 
[14]
2023 | Book Chapter | LibreCat-ID: 46460
Ngonga Ngomo, Axel-Cyrille, et al. “Class Expression Learning with Multiple Representations.” Compendium of Neurosymbolic Artificial Intelligence, IOS Press, 2023, pp. 272–286.
LibreCat
 
[13]
2023 | Journal Article | LibreCat-ID: 46248 | OA
Demir, Caglar, et al. “LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals.” ECML PKDD, 2023.
LibreCat | Files available
 
[12]
2022 | Preprint | LibreCat-ID: 31545 | OA
Demir, Caglar, et al. “Kronecker Decomposition for Knowledge Graph Embeddings.” ArXiv:2205.06560, 2022.
LibreCat | Download (ext.)
 
[11]
2022 | Preprint | LibreCat-ID: 31546 | OA
Lienen, Julian, et al. “Conformal Credal Self-Supervised Learning.” ArXiv:2205.15239, 2022.
LibreCat | Download (ext.)
 
[10]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
Heindorf, Stefan, et al. “EvoLearner: Learning Description Logics with Evolutionary Algorithms.” WWW, ACM, 2022, pp. 818–28.
LibreCat | Download (ext.)
 
[9]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
KOUAGOU, N’Dah Jean, et al. “Learning Concept Lengths Accelerates Concept Learning in ALC.” The Semantic Web, Springer International Publishing, 2022, doi:10.1007/978-3-031-06981-9_14.
LibreCat | Files available | DOI | Download (ext.)
 
[8]
2021 | Conference Paper | LibreCat-ID: 25206
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Convolutional Complex Knowledge Graph Embeddings.” The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings, edited by Ruben Verborgh et al., vol. 12731, Springer, 2021, pp. 409–24, doi:10.1007/978-3-030-77385-4\_24.
LibreCat | DOI
 
[7]
2021 | Journal Article | LibreCat-ID: 25209
Demir, Caglar, et al. “A Shallow Neural Model for Relation Prediction.” CoRR, vol. abs/2101.09090, 2021.
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 25213
Sharma, Arnab, et al. “MLCheck- Property-Driven Testing of Machine Learning Models.” CoRR, vol. abs/2105.00741, 2021.
LibreCat
 
[5]
2021 | Journal Article | LibreCat-ID: 25215
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Out-of-Vocabulary Entities in Link Prediction.” CoRR, vol. abs/2105.12524, 2021.
LibreCat
 
[4]
2021 | Journal Article | LibreCat-ID: 25217
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “DRILL- Deep Reinforcement Learning for Refinement Operators in ALC.” CoRR, vol. abs/2106.15373, 2021.
LibreCat
 
[3]
2021 | Conference Paper | LibreCat-ID: 28350
Sharma, Arnab, et al. “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.” Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE.
LibreCat
 
[2]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
Demir, Caglar, et al. “Convolutional Hypercomplex Embeddings for Link Prediction.” The 13th Asian Conference on Machine Learning, ACML 2021, 2021.
LibreCat | Download (ext.) | arXiv
 
[1]
2020 | Journal Article | LibreCat-ID: 25350
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “A Physical Embedding Model for Knowledge Graphs.” CoRR, vol. abs/2001.07418, 2020.
LibreCat
 
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18 Publications

Mark all

[18]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:https://doi.org/10.1007/978-3-031-33455-9_13.
LibreCat | DOI | Download (ext.)
 
[17]
2023 | Journal Article | LibreCat-ID: 46243 | OA
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras.” ECML-PKDD, 2023.
LibreCat | Files available
 
[16]
2023 | Journal Article | LibreCat-ID: 46251 | OA
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression Learning.” International Joint Conference on Artificial Intelligence, 2023.
LibreCat | Files available
 
[15]
2023 | Book Chapter | LibreCat-ID: 47421
Kouagou, N’Dah Jean, et al. “Neural Class Expression Synthesis in ALCHIQ(D).” Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43421-1_12.
LibreCat | DOI
 
[14]
2023 | Book Chapter | LibreCat-ID: 46460
Ngonga Ngomo, Axel-Cyrille, et al. “Class Expression Learning with Multiple Representations.” Compendium of Neurosymbolic Artificial Intelligence, IOS Press, 2023, pp. 272–286.
LibreCat
 
[13]
2023 | Journal Article | LibreCat-ID: 46248 | OA
Demir, Caglar, et al. “LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals.” ECML PKDD, 2023.
LibreCat | Files available
 
[12]
2022 | Preprint | LibreCat-ID: 31545 | OA
Demir, Caglar, et al. “Kronecker Decomposition for Knowledge Graph Embeddings.” ArXiv:2205.06560, 2022.
LibreCat | Download (ext.)
 
[11]
2022 | Preprint | LibreCat-ID: 31546 | OA
Lienen, Julian, et al. “Conformal Credal Self-Supervised Learning.” ArXiv:2205.15239, 2022.
LibreCat | Download (ext.)
 
[10]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
Heindorf, Stefan, et al. “EvoLearner: Learning Description Logics with Evolutionary Algorithms.” WWW, ACM, 2022, pp. 818–28.
LibreCat | Download (ext.)
 
[9]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
KOUAGOU, N’Dah Jean, et al. “Learning Concept Lengths Accelerates Concept Learning in ALC.” The Semantic Web, Springer International Publishing, 2022, doi:10.1007/978-3-031-06981-9_14.
LibreCat | Files available | DOI | Download (ext.)
 
[8]
2021 | Conference Paper | LibreCat-ID: 25206
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Convolutional Complex Knowledge Graph Embeddings.” The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings, edited by Ruben Verborgh et al., vol. 12731, Springer, 2021, pp. 409–24, doi:10.1007/978-3-030-77385-4\_24.
LibreCat | DOI
 
[7]
2021 | Journal Article | LibreCat-ID: 25209
Demir, Caglar, et al. “A Shallow Neural Model for Relation Prediction.” CoRR, vol. abs/2101.09090, 2021.
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 25213
Sharma, Arnab, et al. “MLCheck- Property-Driven Testing of Machine Learning Models.” CoRR, vol. abs/2105.00741, 2021.
LibreCat
 
[5]
2021 | Journal Article | LibreCat-ID: 25215
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Out-of-Vocabulary Entities in Link Prediction.” CoRR, vol. abs/2105.12524, 2021.
LibreCat
 
[4]
2021 | Journal Article | LibreCat-ID: 25217
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “DRILL- Deep Reinforcement Learning for Refinement Operators in ALC.” CoRR, vol. abs/2106.15373, 2021.
LibreCat
 
[3]
2021 | Conference Paper | LibreCat-ID: 28350
Sharma, Arnab, et al. “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.” Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE.
LibreCat
 
[2]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
Demir, Caglar, et al. “Convolutional Hypercomplex Embeddings for Link Prediction.” The 13th Asian Conference on Machine Learning, ACML 2021, 2021.
LibreCat | Download (ext.) | arXiv
 
[1]
2020 | Journal Article | LibreCat-ID: 25350
Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “A Physical Embedding Model for Knowledge Graphs.” CoRR, vol. abs/2001.07418, 2020.
LibreCat
 
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Citation Style: MLA

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