| Temporal Knowledge Graph completion based on time series Gaussian embedding C Xu, M Nayyeri, F Alkhoury, H Yazdi, J Lehmann International Semantic Web Conference, 654-671, 2020 | 46* | 2020 |
| TeRo: A time-aware knowledge graph embedding via temporal rotation C Xu, M Nayyeri, F Alkhoury, HS Yazdi, J Lehmann COLING 2020, 2020 | 27 | 2020 |
| Embedding-based recommendations on scholarly knowledge graphs M Nayyeri, S Vahdati, X Zhou, H Shariat Yazdi, J Lehmann European Semantic Web Conference, 255-270, 2020 | 15 | 2020 |
| Trans4E: Link prediction on scholarly knowledge graphs M Nayyeri, GM Cil, S Vahdati, F Osborne, M Rahman, S Angioni, ... Neurocomputing 461, 530-542, 2021 | 13* | 2021 |
| Metaresearch recommendations using knowledge graph embeddings V Henk, S Vahdati, M Nayyeri, M Ali, HS Yazdi, J Lehmann RecNLP workshop of AAAI Conference, 2019 | 13 | 2019 |
| Universal approximation by using the correntropy objective function M Nayyeri, HS Yazdi, A Maskooki, M Rouhani IEEE transactions on neural networks and learning systems 29 (9), 4515-4521, 2017 | 13 | 2017 |
| Logicenn: A neural based knowledge graphs embedding model with logical rules M Nayyeri, C Xu, MM Alam, J Lehmann, HS Yazdi IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 | 11 | 2021 |
| Knowledge graph embeddings in geometric algebras C Xu, M Nayyeri, YY Chen, J Lehmann COLING 2020, 2020 | 10 | 2020 |
| 5* knowledge graph embeddings with projective transformations M Nayyeri, S Vahdati, C Aykul, J Lehmann AAAI 2021, 2020 | 10 | 2020 |
| Soft marginal transe for scholarly knowledge graph completion M Nayyeri, S Vahdati, J Lehmann, HS Yazdi arXiv preprint arXiv:1904.12211, 2019 | 10 | 2019 |
| Temporal knowledge graph completion using a linear temporal regularizer and multivector embeddings C Xu, YY Chen, M Nayyeri, J Lehmann Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 9 | 2021 |
| Loss-aware pattern inference: A correction on the wrongly claimed limitations of embedding models M Nayyeri, C Xu, Y Yaghoobzadeh, S Vahdati, MM Alam, HS Yazdi, ... Pacific-Asia Conference on Knowledge Discovery and Data Mining, 77-89, 2021 | 8* | 2021 |
| Cancer classification by correntropy-based sparse compact incremental learning machine M Nayyeri, HS Noghabi Gene Reports 3, 31-38, 2016 | 6 | 2016 |
| Link prediction of weighted triples for knowledge graph completion within the scholarly domain M Nayyeri, GM Cil, S Vahdati, F Osborne, A Kravchenko, S Angioni, ... IEEE Access 9, 116002-116014, 2021 | 5* | 2021 |
| Fantastic knowledge graph embeddings and how to find the right space for them M Nayyeri, C Xu, S Vahdati, N Vassilyeva, E Sallinger, HS Yazdi, ... International Semantic Web Conference, 438-455, 2020 | 5 | 2020 |
| Let the Margin SlidE± for Knowledge Graph Embeddings via a Correntropy Objective Function M Nayyeri, X Zhou, S Vahdati, R Izanloo, HS Yazdi, J Lehmann 2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020 | 4 | 2020 |
| Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function M Nayyeri, X Zhou, S Vahdati, HS Yazdi, J Lehmann arXiv preprint arXiv:1907.05336, 2019 | 2 | 2019 |
| Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade A Lackner, S Fathalla, M Nayyeri, A Behrend, R Manthey, S Auer, ... Scientometrics 126 (9), 8129-8151, 2021 | 1 | 2021 |
| Geometric Algebra based Embeddings for Staticand Temporal Knowledge Graph Completion C Xu, M Nayyeri, YY Chen, J Lehmann arXiv preprint arXiv:2202.09464, 2022 | | 2022 |
| Box Embeddings for the Description Logic EL++ B Xiong, N Potyka, TK Tran, M Nayyeri, S Staab arXiv preprint arXiv:2201.09919, 2022 | | 2022 |
