Jens Lehmann | Scholar Profiles and Rankings

Publications and Citation History

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Deep Nonnegative Matrix Factorization with Joint Global and Local Structure Preservation (journal article) Saberi-Movahed, Farid \| Biswas, Bitasta \| Tiwari, Prayag \| Lehmann, Jens \| Vahdati, Sahar Expert Systems with Applications, volume 249 (2024). 10.1016/j.eswa.2024.123645 Cited by (1) \| Cite \| Source
Efficient computation of comprehensive statistical information of large OWL datasets: a scalable approach (journal article) Mohamed, Heba \| Fathalla, Said \| Lehmann, Jens \| Jabeen, Hajira Enterprise Information Systems, volume 17, issue 7 (2023). 10.1080/17517575.2022.2062683 Cited by (1) \| Cite \| Source
LogicENN: A Neural Based Knowledge Graphs Embedding Model With Logical Rules (journal article) Nayyeri, Mojtaba \| Xu, Chengjin \| Alam, Mirza Mohtashim \| Lehmann, Jens \| Yazdi, Hamed Shariat IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 45, issue 6, pages 7050-7062 (2023). 10.1109/TPAMI.2021.3121646 Cited by (3) \| Cite \| Source
SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs (journal article) Draschner, Carsten Felix \| Jabeen, Hajira \| Lehmann, Jens International Journal of Semantic Computing, volume 17, issue 02, pages 199-221 (2023). 10.1142/S1793351X23600012 Cite \| Source
Integrating Knowledge Graph Embeddings and Pre-trained Language Models in Hypercomplex Spaces (book chapter) In The Semantic Web – ISWC 2023 Nayyeri, Mojtaba \| Wang, Zihao \| Akter, Mst. Mahfuja \| Alam, Mirza Mohtashim \| Rony, Md Rashad Al Hasan \| Lehmann, Jens \| Staab, Steffen Springer Nature Switzerland (2023) 10.1007/978-3-031-47240-4_21 Cite \| Source
Distinct Geometrical Representations for Temporal and Relational Structures in Knowledge Graphs (book chapter) In Machine Learning and Knowledge Discovery in Databases: Research Track Song, Bowen \| Xu, Chengjin \| Amouzouvi, Kossi \| Wang, Maocai \| Lehmann, Jens \| Vahdati, Sahar Springer Nature Switzerland (2023) 10.1007/978-3-031-43418-1_36 Cite \| Source
Toward the Multilingual Semantic Web: Multilingual Ontology Matching and Assessment (journal article) Ibrahim, Shimaa \| Fathalla, Said \| Lehmann, Jens \| Jabeen, Hajira IEEE Access, volume 11 (2023). 10.1109/ACCESS.2023.3238871 Cited by (3) \| Cite \| Source
Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework (journal article) Ali, Mehdi \| Berrendorf, Max \| Hoyt, Charles Tapley \| Vermue, Laurent \| Galkin, Mikhail \| Sharifzadeh, Sahand \| Fischer, Asja \| Tresp, Volker \| Lehmann, Jens IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 44, issue 12, pages 8825-8845 (2022). 10.1109/TPAMI.2021.3124805 Cited by (38) \| Cite \| Source
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs (conference) Kacupaj, Endri \| Singh, Kuldeep \| Maleshkova, Maria \| Lehmann, Jens CIKM '22: The 31st ACM International Conference on Information and Knowledge Management (2022) Atlanta GA USA 10.1145/3511808.3557267 Cited by (8) \| Cite \| Source
Survey on English Entity Linking on Wikidata: Datasets and approaches (journal article) Möller, Cedric \| Lehmann, Jens \| Usbeck, Ricardo Semantic Web, volume 13, issue 6, pages 925-966 (2022). 10.3233/SW-212865 Cited by (11) \| Cite \| Source
SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs (conference) Draschner, Carsten Felix \| Jabeen, Hajira \| Lehmann, Jens 2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) (2022) Laguna Hills, CA, USA 10.1109/AIKE55402.2022.00007 Cite \| Source
Ethical and Sustainability Considerations for Knowledge Graph based Machine Learning (conference) Draschner, Carsten Felix \| Jabeen, Hajira \| Lehmann, Jens 2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) (2022) Laguna Hills, CA, USA 10.1109/AIKE55402.2022.00015 Cited by (2) \| Cite \| Source
MTab4D: Semantic annotation of tabular data with DBpedia (journal article) Nguyen, Phuc \| Kertkeidkachorn, Natthawut \| Ichise, Ryutaro \| Takeda, Hideaki Semantic Web (2022). 10.3233/SW-223098 Cited by (3) \| Cite \| Source
Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering (conference) Rony, Md Rashad Al Hasan \| Zuo, Ying \| Kovriguina, Liubov \| Teucher, Roman \| Lehmann, Jens Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22} (2022) Vienna, Austria 10.24963/ijcai.2022/729 Cite \| Source
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) (conference) Ali, Mehdi \| Berrendorf, Max \| Galkin, Mikhail \| Thost, Veronika \| Ma, Tengfei \| Tresp, Volker \| Lehmann, Jens Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22} (2022) Vienna, Austria 10.24963/ijcai.2022/731 Cited by (2) \| Cite \| Source
Time-aware Entity Alignment using Temporal Relational Attention (conference) Xu, Chengjin \| Su, Fenglong \| Xiong, Bo \| Lehmann, Jens WWW '22: The ACM Web Conference 2022 (2022) Virtual Event, Lyon France 10.1145/3485447.3511922 Cited by (16) \| Cite \| Source
Spatial concept learning and inference on geospatial polygon data (journal article) Westphal, Patrick \| Grubenmann, Tobias \| Collarana, Diego \| Bin, Simon \| Bühmann, Lorenz \| Lehmann, Jens Knowledge-Based Systems, volume 241 (2022). 10.1016/j.knosys.2022.108233 Cite \| Source
DistAD: A Distributed Generic Anomaly Detection Framework over Large KGs (conference) Moghaddam, Farshad Bakhshandegan \| Lehmann, Jens \| Jabeen, Hajira 2022 IEEE 16th International Conference on Semantic Computing (ICSC) (2022) Laguna Hills, CA, USA 10.1109/ICSC52841.2022.00047 Cited by (2) \| Cite \| Source
Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion (journal article) Xu, Chengjin \| Nayyeri, Mojtaba \| Chen, Yung-Yu \| Lehmann, Jens IEEE Transactions on Knowledge and Data Engineering (2022). 10.1109/TKDE.2022.3151435 Cited by (4) \| Cite \| Source
A Simulated Annealing Meta-heuristic for Concept Learning in Description Logics (book chapter) In Inductive Logic Programming Westphal, Patrick \| Vahdati, Sahar \| Lehmann, Jens Springer International Publishing (2022) 10.1007/978-3-030-97454-1_19 Cited by (1) \| Cite \| Source