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ORCIDAxel-Cyrille Ngonga Ngomo
Axel Ngonga
Person information
- affiliation: Paderborn University, Germany
- affiliation (former): University Leipzig, Department of Computer Science
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2020 – today
- 2024
[j41]Jan-Philipp Töberg
, Axel-Cyrille Ngonga Ngomo, Michael Beetz, Philipp Cimiano:
Commonsense knowledge in cognitive robotics: a systematic literature review. Frontiers Robotics AI 11 (2024)- [j40]Claus Stadler, Muhammad Saleem, Qaiser Mehmood, Carlos Buil-Aranda, Michel Dumontier, Aidan Hogan, Axel-Cyrille Ngonga Ngomo:
LSQ 2.0: A linked dataset of SPARQL query logs. Semantic Web 15(1): 167-189 (2024) - [c265]Daniel F. Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngonga Ngomo:
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams. EAIS 2024: 1-10 - [c264]Asep Fajar Firmansyah, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
ESLM: Improving Entity Summarization by Leveraging Language Models. ESWC (1) 2024: 162-179 - [c263]Nikolaos Karalis, Alexander Bigerl, Liss Heidrich, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-way Joins. ESWC (1) 2024: 218-235 - [c262]Yasir Mahmood, Jonni Virtema, Timon Barlag, Axel-Cyrille Ngonga Ngomo:
Computing Repairs Under Functional and Inclusion Dependencies via Argumentation. FoIKS 2024: 23-42 - [c261]Daniel F. Leite, Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers. FUZZ 2024: 1-10 - [c260]Arnab Sharma, Daniel F. Leite, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees. FUZZ 2024: 1-10 - [c259]N'Dah Jean Kouagou, Caglar Demir, Hamada M. Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, Axel-Cyrille Ngonga Ngomo:
Universal Knowledge Graph Embeddings. WWW (Companion Volume) 2024: 1793-1797 - [i59]Louis Mozart Kamdem, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Embedding Knowledge Graphs in Degenerate Clifford Algebras. CoRR abs/2402.04870 (2024) - [i58]Daniel Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngonga Ngomo:
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams. CoRR abs/2402.17792 (2024) - [i57]N'Dah Jean Kouagou, Arif Yilmaz, Michel Dumontier, Axel-Cyrille Ngonga Ngomo:
Improving rule mining via embedding-based link prediction. CoRR abs/2406.10144 (2024) - [i56]Caglar Demir, Arnab Sharma, Axel-Cyrille Ngonga Ngomo:
Adaptive Stochastic Weight Averaging. CoRR abs/2406.19092 (2024) - [i55]Nikit Srivastava, Mengshi Ma, Daniel Vollmers, Hamada M. Zahera, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
MST5 - Multilingual Question Answering over Knowledge Graphs. CoRR abs/2407.06041 (2024) - [i54]Sourabh Kapoor, Arnab Sharma, Michael Röder, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks. CoRR abs/2407.06855 (2024) - 2023
- [j39]Abdullah Fathi Ahmed, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
NELLIE: Never-Ending Linking for Linked Open Data. IEEE Access 11: 84957-84973 (2023) - [c258]Pere-Lluís Huguet Cabot, Simone Tedeschi, Axel-Cyrille Ngonga Ngomo, Roberto Navigli:
REDFM: a Filtered and Multilingual Relation Extraction Dataset. ACL (1) 2023: 4326-4343 - [c257]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis. ESWC 2023: 209-226 - [c256]Manzoor Ali, Muhammad Saleem, Diego Moussallem, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
RELD: A Knowledge Graph of Relation Extraction Datasets. ESWC 2023: 337-353 - [c255]Adrian Wilke, Axel-Cyrille Ngonga Ngomo:
LauNuts: A Knowledge Graph to Identify and Compare Geographic Regions in the European Union. ESWC 2023: 408-418 - [c254]Axel Ngonga:
Scaling Machine Learning on Knowledge Graphs. EGC 2023: 5-6 - [c253]Hamada M. Zahera, Fedor Vitiugin, Mohamed Ahmed Sherif, Carlos Castillo, Axel-Cyrille Ngonga Ngomo:
Using Pre-Trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study. SEMANTiCS 2023: 19-37 - [c252]Nikolaos Karalis, Alexander Bigerl, Axel-Cyrille Ngonga Ngomo:
Native Execution of GraphQL Queries over RDF Graphs Using Multi-Way Joins. SEMANTiCS 2023: 77-93 - [c251]Abdullah Fathi Ahmed, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
COBALT: A Content-Based Similarity Approach for Link Discovery over Geospatial Knowledge Graphs. SEMANTiCS 2023: 177-193 - [c250]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Learning Permutation-Invariant Embeddings for Description Logic Concepts. IDA 2023: 103-115 - [c249]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neuro-Symbolic Class Expression Learning. IJCAI 2023: 3624-3632 - [c248]Nikit Srivastava, Aleksandr Perevalov, Denis Kuchelev, Diego Moussallem, Axel-Cyrille Ngonga Ngomo, Andreas Both:
Lingua Franca - Entity-Aware Machine Translation Approach for Question Answering over Knowledge Graphs. K-CAP 2023: 122-130 - [c247]Michael Röder, Denis Kuchelev, Axel-Cyrille Ngonga Ngomo:
A Topic Model for the Data Web. KGSWC 2023: 183-198 - [c246]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis. NeSy 2023: 430-431 - [c245]Abdullah Fathi Ahmed, Asep Fajar Firmansyah, Mohamed Ahmed Sherif, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
Explainable Integration of Knowledge Graphs Using Large Language Models. NLDB 2023: 124-139 - [c244]Ria Hari Gusmita, Asep Fajar Firmansyah, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran. NLDB 2023: 170-185 - [c243]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis in ALCHIQ(D). ECML/PKDD (4) 2023: 196-212 - [c242]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Clifford Embeddings - A Generalized Approach for Embedding in Normed Algebras. ECML/PKDD (3) 2023: 567-582 - [c241]Caglar Demir, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, Stefan Heindorf:
LitCQD: Multi-hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML/PKDD (3) 2023: 617-633 - [c240]Manzoor Ali, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
Unsupervised Relation Extraction with Sentence level Distributional Semantics. ICSC 2023: 274-277 - [c239]Umair Qudus, Michael Röder, Sabrina Kirrane, Axel-Cyrille Ngonga Ngomo:
TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs. ISWC 2023: 465-483 - [p6]Axel-Cyrille Ngonga Ngomo, Caglar Demir, N'Dah Jean Kouagou, Stefan Heindorf, Nikolaos Karalis, Alexander Bigerl:
Class Expression Learning with Multiple Representations. Compendium of Neurosymbolic Artificial Intelligence 2023: 272-286 - [e20]Catia Pesquita, Hala Skaf-Molli, Vasilis Efthymiou, Sabrina Kirrane, Axel Ngonga, Diego Collarana, Renato Cerqueira, Mehwish Alam, Cássia Trojahn, Sven Hertling:
The Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings. Lecture Notes in Computer Science 13998, Springer 2023, ISBN 978-3-031-43457-0 [contents] - [e19]Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Damien Graux, Fabrizio Orlandi, Emetis Niazmand, Gabriela Ydler, Maria-Esther Vidal:
Joint Proceedings of the QuWeDa and MEPDaW 2023: 7th Workshop on Storing, Querying and Benchmarking Knowledge Graphs and 9th Workshop on Managing the Evolution and Preservation of the Data Web co-located with 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, 6-10 November 2023. CEUR Workshop Proceedings 3565, CEUR-WS.org 2023 [contents] - [d10]Mohamed Ahmed Sherif, Ana Alexandra Morim da Silva, Pestryakova Svetlana, Abdullah Fathi Ahmed, Sven Niemann, Axel-Cyrille Ngonga Ngomo:
INGRIDKG: A FAIR Knowledge Graph of Graffiti. Version 3. Zenodo, 2023 [all versions]
- [d9]Mohamed Ahmed Sherif, Ana Alexandra Morim da Silva, Pestryakova Svetlana, Abdullah Fathi Ahmed, Sven Niemann, Axel-Cyrille Ngonga Ngomo:
INGRIDKG: A FAIR Knowledge Graph of Graffiti. Version 4. Zenodo, 2023 [all versions] - [d8]Adrian Wilke, Axel Ngonga:
LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union. Version LauNuts2021a. Zenodo, 2023 [all versions] - [d7]Adrian Wilke, Axel Ngonga:
LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union. Version LauNuts2021b. Zenodo, 2023 [all versions] - [i53]Leonie Nora Sieger, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo:
Counterfactual Explanations for Concepts in ELH. CoRR abs/2301.05109 (2023) - [i52]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Learning Permutation-Invariant Embeddings for Description Logic Concepts. CoRR abs/2303.01844 (2023) - [i51]Caglar Demir, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, Stefan Heindorf:
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. CoRR abs/2304.14742 (2023) - [i50]Pere-Lluís Huguet Cabot, Simone Tedeschi, Axel-Cyrille Ngonga Ngomo, Roberto Navigli:
REDFM: a Filtered and Multilingual Relation Extraction Dataset. CoRR abs/2306.09802 (2023) - [i49]N'Dah Jean Kouagou, Caglar Demir, Hamada M. Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, Axel-Cyrille Ngonga Ngomo:
Universal Knowledge Graph Embeddings. CoRR abs/2310.14899 (2023) - [i48]Yasir Mahmood, Jonni Virtema, Timon Barlag, Axel-Cyrille Ngonga Ngomo:
Computing Repairs Under Functional and Inclusion Dependencies via Argumentation. CoRR abs/2312.01973 (2023) - 2022
- [j38]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. ACM Comput. Surv. 54(4): 71:1-71:37 (2022) - [j37]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Hardware-agnostic computation for large-scale knowledge graph embeddings. Softw. Impacts 13: 100377 (2022) - [j36]Waqas Ali, Muhammad Saleem, Bin Yao, Aidan Hogan, Axel-Cyrille Ngonga Ngomo:
A survey of RDF stores & SPARQL engines for querying knowledge graphs. VLDB J. 31(3): 1-26 (2022) - [c238]Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast:
CausalQA: A Benchmark for Causal Question Answering. COLING 2022: 3296-3308 - [c237]Hamada M. Zahera, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, Axel-Cyrille Ngonga Ngomo:
Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. ESWC (Satellite Events) 2022: 47-51 - [c236]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Learning Concept Lengths Accelerates Concept Learning in ALC. ESWC 2022: 236-252 - [c235]Caglar Demir, Julian Lienen, Axel-Cyrille Ngonga Ngomo:
Kronecker Decomposition for Knowledge Graph Embeddings. HT 2022: 1-10 - [c234]Kevin Dreßler, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
ADAGIO - Automated Data Augmentation of Knowledge Graphs Using Multi-expression Learning. HT 2022: 43-51 - [c233]Muhammad Saleem, Adnan Akhter, Sahar Vahdati, Axel-Cyrille Ngonga Ngomo:
μ-Bench: Real-world Micro Benchmarking for SPARQL Query Processing over Knowledge Graphs. IJCKG 2022: 39-47 - [c232]Aleksandr Perevalov, Axel-Cyrille Ngonga Ngomo, Andreas Both:
Enhancing the Accessibility of Knowledge Graph Question Answering Systems through Multilingualization. ICSC 2022: 251-256 - [c231]Claus Stadler, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
LSQ Framework: The LSQ Framework for SPARQL Query Log Processing. QuWeDa@ISWC 2022: 49-64 - [c230]Alexander Bigerl, Lixi Conrads, Charlotte Behning, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
Hashing the Hypertrie: Space- and Time-Efficient Indexing for SPARQL in Tensors. ISWC 2022: 57-73 - [c229]Manzoor Ali, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
REBench: Microbenchmarking Framework for Relation Extraction Systems. ISWC 2022: 643-659 - [c228]Caglar Demir, Anna Himmelhuber, Yushan Liu, Alexander Bigerl, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
Rapid Explainability for Skill Description Learning. ISWC (Posters/Demos/Industry) 2022 - [c227]Hamada M. Zahera, Daniel Vollmers, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
MultPAX: Keyphrase Extraction Using Language Models and Knowledge Graphs. ISWC 2022: 303-318 - [c226]Umair Qudus, Michael Röder, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs. ISWC 2022: 462-480 - [c225]Stefan Heindorf, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
EvoLearner: Learning Description Logics with Evolutionary Algorithms. WWW 2022: 818-828 - [c224]Aleksandr Perevalov, Andreas Both, Dennis Diefenbach, Axel-Cyrille Ngonga Ngomo:
Can Machine Translation be a Reasonable Alternative for Multilingual Question Answering Systems over Knowledge Graphs? WWW 2022: 977-986 - [e18]Nandana Mihindukulasooriya, Mohnish Dubey, Alfio Gliozzo, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck, Gaetano Rossiello, Uttam Kumar:
Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), Virtual Conference, October 26th, 2021. CEUR Workshop Proceedings 3119, CEUR-WS.org 2022 [contents] - [e17]Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
Proceedings of the QuWeDa 2022: 6th Workshop on Storing, Querying and Benchmarking Knowledge Graphs co-located with 21st International Semantic Web Conference (ISWC 2022), Hangzhou, China, 23-27 October 2022. CEUR Workshop Proceedings 3279, CEUR-WS.org 2022 [contents] - [d6]Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast:
Webis Causal Question Answering 2022. Version 1.0. Zenodo, 2022 [all versions] - [d5]Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast:
Webis Causal Question Answering 2022. Version 2.0. Zenodo, 2022 [all versions] - [d4]Hamada M. Zahera, Fedor Vitiugin, Mohamed Ahmed Sherif, Carlos Castillo, Axel Ngonga:
DBpedia Abstractive Summaries. Zenodo, 2022 - [i47]Caglar Demir, Julian Lienen, Axel-Cyrille Ngonga Ngomo:
Kronecker Decomposition for Knowledge Graph Embeddings. CoRR abs/2205.06560 (2022) - [i46]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings. CoRR abs/2207.08544 (2022) - 2021
- [b2]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00790-3, pp. 1-257 - [j35]Hamada M. Zahera, Rricha Jalota, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo:
I-AID: Identifying Actionable Information From Disaster-Related Tweets. IEEE Access 9: 118861-118870 (2021) - [j34]Abdullah Fathi Ahmed, Mohamed Ahmed Sherif, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
Multilingual Verbalization and Summarization for Explainable Link Discovery. Data Knowl. Eng. 133: 101874 (2021) - [j33]Axel-Cyrille Ngonga Ngomo, Mohamed Ahmed Sherif, Kleanthi Georgala, Mofeed Mohamed Hassan, Kevin Dreßler, Klaus Lyko, Daniel Obraczka, Tommaso Soru:
LIMES: A Framework for Link Discovery on the Semantic Web. Künstliche Intell. 35(3): 413-423 (2021) - [j32]Umair Qudus, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Young-Koo Lee:
An empirical evaluation of cost-based federated SPARQL query processing engines. Semantic Web 12(6): 843-868 (2021) - [j31]Katharina J. Rohlfing, Philipp Cimiano, Ingrid Scharlau, Tobias Matzner, Heike M. Buhl, Hendrik Buschmeier, Elena Esposito, Angela Grimminger, Barbara Hammer, Reinhold Häb-Umbach, Ilona Horwath, Eyke Hüllermeier, Friederike Kern, Stefan Kopp, Kirsten Thommes, Axel-Cyrille Ngonga Ngomo, Carsten Schulte, Henning Wachsmuth, Petra Wagner, Britta Wrede:
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems. IEEE Trans. Cogn. Dev. Syst. 13(3): 717-728 (2021) - [c223]Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo:
Convolutional Hypercomplex Embeddings for Link Prediction. ACML 2021: 656-671 - [c222]Michael Röder, Philip Frerk, Felix Conrads, Axel-Cyrille Ngonga Ngomo:
Applying Grammar-Based Compression to RDF. ESWC 2021: 93-108 - [c221]Manzoor Ali, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo:
Unsupervised Relation Extraction Using Sentence Encoding. ESWC (Satellite Events) 2021: 136-140 - [c220]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Convolutional Complex Knowledge Graph Embeddings. ESWC 2021: 409-424 - [c219]Moemmur Shahzad, Ayesha Amin, Diego Esteves, Axel-Cyrille Ngonga Ngomo:
InferNER: an attentive model leveraging the sentence-level information for Named Entity Recognition in Microblogs. FLAIRS 2021 - [c218]Daniel Vollmers, Rricha Jalota, Diego Moussallem, Hardik Topiwala, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck:
Knowledge Graph Question Answering Using Graph-Pattern Isomorphism. SEMANTiCS 2021: 103-117 - [c217]Hashim Khan, Manzoor Ali, Axel-Cyrille Ngonga Ngomo, Muhammad Saleem:
When is the Peak Performance Reached? An Analysis of RDF Triple Stores. SEMANTiCS 2021: 154-168 - [c216]Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo, Heike Wehrheim:
MLCHECK- Property-Driven Testing of Machine Learning Classifiers. ICMLA 2021: 738-745 - [c215]Robert Feldhans, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker, Barbara Hammer, Axel-Cyrille Ngonga Ngomo, Eyke Hüllermeier:
Drift Detection in Text Data with Document Embeddings. IDEAL 2021: 107-118 - [c214]Asep Fajar Firmansyah, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
GATES: Using Graph Attention Networks for Entity Summarization. K-CAP 2021: 73-80 - [c213]Adnan Akhter, Muhammad Saleem, Alexander Bigerl, Axel-Cyrille Ngonga Ngomo:
Efficient RDF Knowledge Graph Partitioning Using Querying Workload. K-CAP 2021: 169-176 - [c212]Hamada M. Zahera, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo:
ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. K-CAP 2021: 261-264 - [c211]Michael Röder, Pham Thuy Sy Nguyen, Felix Conrads, Ana Alexandra Morim da Silva, Axel-Cyrille Ngonga Ngomo:
Lemming - Example-based Mimicking of Knowledge Graphs. ICSC 2021: 62-69 - [c210]Abdelmoneim Amer Desouki, Felix Conrads, Michael Röder, Axel-Cyrille Ngonga Ngomo:
SYNTHG: Mimicking RDF Graphs Using Tensor Factorization. ICSC 2021: 76-79 - [c209]Caglar Demir, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
A shallow neural model for relation prediction. ICSC 2021: 179-182 - [c208]Ram G. Athreya, Srividya Kona Bansal, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck:
Template-based Question Answering using Recursive Neural Networks. ICSC 2021: 195-198 - [c207]Rricha Jalota, Daniel Vollmers, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
LAUREN - Knowledge Graph Summarization for Question Answering. ICSC 2021: 221-226 - [c206]Adrian Wilke, Arwa Bannoura, Axel-Cyrille Ngonga Ngomo:
Relicensing Combined Datasets. ICSC 2021: 241-247 - [c205]Michael Röder, Geraldo de Souza, Denis Kuchelev, Abdelmoneim Amer Desouki, Axel-Cyrille Ngonga Ngomo:
ORCA - a Benchmark for Data Web Crawlers. ICSC 2021: 272-279 - [c204]René Speck, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
Twitter Network Mimicking for Data Storage Benchmarking. ICSC 2021: 298-305 - [c203]Ana Alexandra Morim da Silva, Michael Röder, Axel-Cyrille Ngonga Ngomo:
Using Compositional Embeddings for Fact Checking. ISWC 2021: 270-286 - [e16]Beyza Yaman, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo, Armin Haller:
Proceedings of the 4th International Workshop on Geospatial Linked Data (GeoLD) Co-located with the 18th Extended Semantic Web Conference (ESWC 2021), Virtual event (instead of Hersonissos, Greece), June 7th, 2021. CEUR Workshop Proceedings 2977, CEUR-WS.org 2021 [contents] - [d3]Pestryakova Svetlana, Stefan Heindorf, Mohamed Ahmed Sherif, Muhammad Saleem, Diego Moussallem, Daniel Vollmers, Axel-Cyrille Ngonga Ngomo:
CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. Zenodo, 2021 - [i45]Caglar Demir, Diego Moussallem, Axel-Cyrille Ngonga Ngomo:
A shallow neural model for relation prediction. CoRR abs/2101.09090 (2021) - [i44]Waqas Ali, Muhammad Saleem, Bin Yao, Aidan Hogan, Axel-Cyrille Ngonga Ngomo:
A Survey of RDF Stores & SPARQL Engines for Querying Knowledge Graphs. CoRR abs/2102.13027 (2021) - [i43]Daniel Vollmers, Rricha Jalota, Diego Moussallem, Hardik Topiwala, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck:
Knowledge Graph Question Answering using Graph-Pattern Isomorphism. CoRR abs/2103.06752 (2021) - [i42]Umair Qudus, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Young-Koo Lee:
An Empirical Evaluation of Cost-based Federated SPARQL Query Processing Engines. CoRR abs/2104.00984 (2021) - [i41]Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo, Heike Wehrheim:
MLCheck- Property-Driven Testing of Machine Learning Models. CoRR abs/2105.00741 (2021) - [i40]Adrian Wilke, Axel-Cyrille Ngonga Ngomo:
Open Data Portal Germany (OPAL) Projektergebnisse. CoRR abs/2105.03161 (2021) - [i39]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Out-of-Vocabulary Entities in Link Prediction. CoRR abs/2105.12524 (2021) - [i38]Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo:
Convolutional Hypercomplex Embeddings for Link Prediction. CoRR abs/2106.15230 (2021) - [i37]Caglar Demir, Axel-Cyrille Ngonga Ngomo:
DRILL- Deep Reinforcement Learning for Refinement Operators in ALC. CoRR abs/2106.15373 (2021) - [i36]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Prediction of concept lengths for fast concept learning in description logics. CoRR abs/2107.04911 (2021) - [i35]Stefan Heindorf, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
EvoLearner: Learning Description Logics with Evolutionary Algorithms. CoRR abs/2111.04879 (2021) - [i34]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis. CoRR abs/2111.08486 (2021) - [i33]Nandana Mihindukulasooriya, Mohnish Dubey, Alfio Gliozzo, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck, Gaetano Rossiello, Uttam Kumar:
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