Nature-Inspired Machine Learning (NIMI)
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2022
Nayyeri, Mojtaba; Vahdati, Sahar; Khan, Md Tansen; Alam, Mirza Mohtashim; Wenige, Lisa; Behrend, Andreas; Lehmann, Jens
Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion Proceedings Article
In: Groth, Paul; Vidal, Maria-Esther; Suchanek, Fabian M.; Szekely, Pedro A.; Kapanipathi, Pavan; Pesquita, Catia; Skaf-Molli, Hala; Tamper, Minna (Ed.): The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings, pp. 253–269, Springer, 2022.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/NayyeriVKAWBL22,
title = {Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph
Completion},
author = {Mojtaba Nayyeri and Sahar Vahdati and Md Tansen Khan and Mirza Mohtashim Alam and Lisa Wenige and Andreas Behrend and Jens Lehmann},
editor = {Paul Groth and Maria-Esther Vidal and Fabian M. Suchanek and Pedro A. Szekely and Pavan Kapanipathi and Catia Pesquita and Hala Skaf-Molli and Minna Tamper},
url = {https://doi.org/10.1007/978-3-031-06981-9_15},
doi = {10.1007/978-3-031-06981-9_15},
year = {2022},
date = {2022-01-01},
booktitle = {The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos,
Crete, Greece, May 29 - June 2, 2022, Proceedings},
volume = {13261},
pages = {253–269},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Alam, Mirza Mohtashim; Rony, Md. Rashad Al Hasan; Ali, Semab; Lehmann, Jens; Vahdati, Sahar
Language Model-driven Negative Sampling Journal Article
In: CoRR, vol. abs/2203.04703, 2022.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2203-04703,
title = {Language Model-driven Negative Sampling},
author = {Mirza Mohtashim Alam and Md. Rashad Al Hasan Rony and Semab Ali and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.48550/arXiv.2203.04703},
doi = {10.48550/ARXIV.2203.04703},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.04703},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2021
Nayyeri, Mojtaba; Cil, Gökce Müge; Vahdati, Sahar; Osborne, Francesco; Kravchenko, Andrey; Angioni, Simone; Salatino, Angelo A.; Recupero, Diego Reforgiato; Motta, Enrico; Lehmann, Jens
Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain Journal Article
In: IEEE Access, vol. 9, pp. 116002–116014, 2021.
BibTeX | Links:
@article{DBLP:journals/access/NayyeriCVOKASRM21,
title = {Link Prediction of Weighted Triples for Knowledge Graph Completion
Within the Scholarly Domain},
author = {Mojtaba Nayyeri and Gökce Müge Cil and Sahar Vahdati and Francesco Osborne and Andrey Kravchenko and Simone Angioni and Angelo A. Salatino and Diego Reforgiato Recupero and Enrico Motta and Jens Lehmann},
url = {https://doi.org/10.1109/ACCESS.2021.3105183},
doi = {10.1109/ACCESS.2021.3105183},
year = {2021},
date = {2021-01-01},
journal = {IEEE Access},
volume = {9},
pages = {116002–116014},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Nayyeri, Mojtaba; Cil, Gökce Müge; Vahdati, Sahar; Osborne, Francesco; Rahman, Mahfuzur; Angioni, Simone; Salatino, Angelo A.; Recupero, Diego Reforgiato; Vassilyeva, Nadezhda; Motta, Enrico; Lehmann, Jens
Trans4E: Link prediction on scholarly knowledge graphs Journal Article
In: Neurocomputing, vol. 461, pp. 530–542, 2021.
BibTeX | Links:
@article{DBLP:journals/ijon/NayyeriCVORASRV21,
title = {Trans4E: Link prediction on scholarly knowledge graphs},
author = {Mojtaba Nayyeri and Gökce Müge Cil and Sahar Vahdati and Francesco Osborne and Mahfuzur Rahman and Simone Angioni and Angelo A. Salatino and Diego Reforgiato Recupero and Nadezhda Vassilyeva and Enrico Motta and Jens Lehmann},
url = {https://doi.org/10.1016/j.neucom.2021.02.100},
doi = {10.1016/J.NEUCOM.2021.02.100},
year = {2021},
date = {2021-01-01},
journal = {Neurocomputing},
volume = {461},
pages = {530–542},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Lackner, Arthur; Fathalla, Said; Nayyeri, Mojtaba; Behrend, Andreas; Manthey, Rainer; Auer, Sören; Lehmann, Jens; Vahdati, Sahar
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade Journal Article
In: Scientometrics, vol. 126, no. 9, pp. 8129–8151, 2021.
BibTeX | Links:
@article{DBLP:journals/scientometrics/LacknerFNBMALV21,
title = {Analysing the evolution of computer science events leveraging a scholarly
knowledge graph: a scientometrics study of top-ranked events in the
past decade},
author = {Arthur Lackner and Said Fathalla and Mojtaba Nayyeri and Andreas Behrend and Rainer Manthey and Sören Auer and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.1007/s11192-021-04072-0},
doi = {10.1007/S11192-021-04072-0},
year = {2021},
date = {2021-01-01},
journal = {Scientometrics},
volume = {126},
number = {9},
pages = {8129–8151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Prof. Dr. Jens Lehmann
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2022
Nayyeri, Mojtaba; Vahdati, Sahar; Khan, Md Tansen; Alam, Mirza Mohtashim; Wenige, Lisa; Behrend, Andreas; Lehmann, Jens
Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion Proceedings Article
In: Groth, Paul; Vidal, Maria-Esther; Suchanek, Fabian M.; Szekely, Pedro A.; Kapanipathi, Pavan; Pesquita, Catia; Skaf-Molli, Hala; Tamper, Minna (Ed.): The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings, pp. 253–269, Springer, 2022.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/NayyeriVKAWBL22,
title = {Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph
Completion},
author = {Mojtaba Nayyeri and Sahar Vahdati and Md Tansen Khan and Mirza Mohtashim Alam and Lisa Wenige and Andreas Behrend and Jens Lehmann},
editor = {Paul Groth and Maria-Esther Vidal and Fabian M. Suchanek and Pedro A. Szekely and Pavan Kapanipathi and Catia Pesquita and Hala Skaf-Molli and Minna Tamper},
url = {https://doi.org/10.1007/978-3-031-06981-9_15},
doi = {10.1007/978-3-031-06981-9_15},
year = {2022},
date = {2022-01-01},
booktitle = {The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos,
Crete, Greece, May 29 - June 2, 2022, Proceedings},
volume = {13261},
pages = {253–269},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Alam, Mirza Mohtashim; Rony, Md. Rashad Al Hasan; Ali, Semab; Lehmann, Jens; Vahdati, Sahar
Language Model-driven Negative Sampling Journal Article
In: CoRR, vol. abs/2203.04703, 2022.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2203-04703,
title = {Language Model-driven Negative Sampling},
author = {Mirza Mohtashim Alam and Md. Rashad Al Hasan Rony and Semab Ali and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.48550/arXiv.2203.04703},
doi = {10.48550/ARXIV.2203.04703},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.04703},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2021
Nayyeri, Mojtaba; Cil, Gökce Müge; Vahdati, Sahar; Osborne, Francesco; Kravchenko, Andrey; Angioni, Simone; Salatino, Angelo A.; Recupero, Diego Reforgiato; Motta, Enrico; Lehmann, Jens
Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain Journal Article
In: IEEE Access, vol. 9, pp. 116002–116014, 2021.
BibTeX | Links:
@article{DBLP:journals/access/NayyeriCVOKASRM21,
title = {Link Prediction of Weighted Triples for Knowledge Graph Completion
Within the Scholarly Domain},
author = {Mojtaba Nayyeri and Gökce Müge Cil and Sahar Vahdati and Francesco Osborne and Andrey Kravchenko and Simone Angioni and Angelo A. Salatino and Diego Reforgiato Recupero and Enrico Motta and Jens Lehmann},
url = {https://doi.org/10.1109/ACCESS.2021.3105183},
doi = {10.1109/ACCESS.2021.3105183},
year = {2021},
date = {2021-01-01},
journal = {IEEE Access},
volume = {9},
pages = {116002–116014},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Nayyeri, Mojtaba; Cil, Gökce Müge; Vahdati, Sahar; Osborne, Francesco; Rahman, Mahfuzur; Angioni, Simone; Salatino, Angelo A.; Recupero, Diego Reforgiato; Vassilyeva, Nadezhda; Motta, Enrico; Lehmann, Jens
Trans4E: Link prediction on scholarly knowledge graphs Journal Article
In: Neurocomputing, vol. 461, pp. 530–542, 2021.
BibTeX | Links:
@article{DBLP:journals/ijon/NayyeriCVORASRV21,
title = {Trans4E: Link prediction on scholarly knowledge graphs},
author = {Mojtaba Nayyeri and Gökce Müge Cil and Sahar Vahdati and Francesco Osborne and Mahfuzur Rahman and Simone Angioni and Angelo A. Salatino and Diego Reforgiato Recupero and Nadezhda Vassilyeva and Enrico Motta and Jens Lehmann},
url = {https://doi.org/10.1016/j.neucom.2021.02.100},
doi = {10.1016/J.NEUCOM.2021.02.100},
year = {2021},
date = {2021-01-01},
journal = {Neurocomputing},
volume = {461},
pages = {530–542},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Lackner, Arthur; Fathalla, Said; Nayyeri, Mojtaba; Behrend, Andreas; Manthey, Rainer; Auer, Sören; Lehmann, Jens; Vahdati, Sahar
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade Journal Article
In: Scientometrics, vol. 126, no. 9, pp. 8129–8151, 2021.
BibTeX | Links:
@article{DBLP:journals/scientometrics/LacknerFNBMALV21,
title = {Analysing the evolution of computer science events leveraging a scholarly
knowledge graph: a scientometrics study of top-ranked events in the
past decade},
author = {Arthur Lackner and Said Fathalla and Mojtaba Nayyeri and Andreas Behrend and Rainer Manthey and Sören Auer and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.1007/s11192-021-04072-0},
doi = {10.1007/S11192-021-04072-0},
year = {2021},
date = {2021-01-01},
journal = {Scientometrics},
volume = {126},
number = {9},
pages = {8129–8151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Publications
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2022
Nayyeri, Mojtaba; Vahdati, Sahar; Khan, Md Tansen; Alam, Mirza Mohtashim; Wenige, Lisa; Behrend, Andreas; Lehmann, Jens
Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion Proceedings Article
In: Groth, Paul; Vidal, Maria-Esther; Suchanek, Fabian M.; Szekely, Pedro A.; Kapanipathi, Pavan; Pesquita, Catia; Skaf-Molli, Hala; Tamper, Minna (Ed.): The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings, pp. 253–269, Springer, 2022.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/NayyeriVKAWBL22,
title = {Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph
Completion},
author = {Mojtaba Nayyeri and Sahar Vahdati and Md Tansen Khan and Mirza Mohtashim Alam and Lisa Wenige and Andreas Behrend and Jens Lehmann},
editor = {Paul Groth and Maria-Esther Vidal and Fabian M. Suchanek and Pedro A. Szekely and Pavan Kapanipathi and Catia Pesquita and Hala Skaf-Molli and Minna Tamper},
url = {https://doi.org/10.1007/978-3-031-06981-9_15},
doi = {10.1007/978-3-031-06981-9_15},
year = {2022},
date = {2022-01-01},
booktitle = {The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos,
Crete, Greece, May 29 - June 2, 2022, Proceedings},
volume = {13261},
pages = {253–269},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Alam, Mirza Mohtashim; Rony, Md. Rashad Al Hasan; Ali, Semab; Lehmann, Jens; Vahdati, Sahar
Language Model-driven Negative Sampling Journal Article
In: CoRR, vol. abs/2203.04703, 2022.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2203-04703,
title = {Language Model-driven Negative Sampling},
author = {Mirza Mohtashim Alam and Md. Rashad Al Hasan Rony and Semab Ali and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.48550/arXiv.2203.04703},
doi = {10.48550/ARXIV.2203.04703},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2203.04703},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2021
Nayyeri, Mojtaba; Cil, Gökce Müge; Vahdati, Sahar; Osborne, Francesco; Kravchenko, Andrey; Angioni, Simone; Salatino, Angelo A.; Recupero, Diego Reforgiato; Motta, Enrico; Lehmann, Jens
Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain Journal Article
In: IEEE Access, vol. 9, pp. 116002–116014, 2021.
BibTeX | Links:
@article{DBLP:journals/access/NayyeriCVOKASRM21,
title = {Link Prediction of Weighted Triples for Knowledge Graph Completion
Within the Scholarly Domain},
author = {Mojtaba Nayyeri and Gökce Müge Cil and Sahar Vahdati and Francesco Osborne and Andrey Kravchenko and Simone Angioni and Angelo A. Salatino and Diego Reforgiato Recupero and Enrico Motta and Jens Lehmann},
url = {https://doi.org/10.1109/ACCESS.2021.3105183},
doi = {10.1109/ACCESS.2021.3105183},
year = {2021},
date = {2021-01-01},
journal = {IEEE Access},
volume = {9},
pages = {116002–116014},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Nayyeri, Mojtaba; Cil, Gökce Müge; Vahdati, Sahar; Osborne, Francesco; Rahman, Mahfuzur; Angioni, Simone; Salatino, Angelo A.; Recupero, Diego Reforgiato; Vassilyeva, Nadezhda; Motta, Enrico; Lehmann, Jens
Trans4E: Link prediction on scholarly knowledge graphs Journal Article
In: Neurocomputing, vol. 461, pp. 530–542, 2021.
BibTeX | Links:
@article{DBLP:journals/ijon/NayyeriCVORASRV21,
title = {Trans4E: Link prediction on scholarly knowledge graphs},
author = {Mojtaba Nayyeri and Gökce Müge Cil and Sahar Vahdati and Francesco Osborne and Mahfuzur Rahman and Simone Angioni and Angelo A. Salatino and Diego Reforgiato Recupero and Nadezhda Vassilyeva and Enrico Motta and Jens Lehmann},
url = {https://doi.org/10.1016/j.neucom.2021.02.100},
doi = {10.1016/J.NEUCOM.2021.02.100},
year = {2021},
date = {2021-01-01},
journal = {Neurocomputing},
volume = {461},
pages = {530–542},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Lackner, Arthur; Fathalla, Said; Nayyeri, Mojtaba; Behrend, Andreas; Manthey, Rainer; Auer, Sören; Lehmann, Jens; Vahdati, Sahar
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade Journal Article
In: Scientometrics, vol. 126, no. 9, pp. 8129–8151, 2021.
BibTeX | Links:
@article{DBLP:journals/scientometrics/LacknerFNBMALV21,
title = {Analysing the evolution of computer science events leveraging a scholarly
knowledge graph: a scientometrics study of top-ranked events in the
past decade},
author = {Arthur Lackner and Said Fathalla and Mojtaba Nayyeri and Andreas Behrend and Rainer Manthey and Sören Auer and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.1007/s11192-021-04072-0},
doi = {10.1007/S11192-021-04072-0},
year = {2021},
date = {2021-01-01},
journal = {Scientometrics},
volume = {126},
number = {9},
pages = {8129–8151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
