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
2021
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens
Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings Journal Article
In: CoRR, vol. abs/2104.05003, 2021.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2104-05003,
title = {Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph
Embeddings},
author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},
url = {https://arxiv.org/abs/2104.05003},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2104.05003},
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: CoRR, vol. abs/2107.03297, 2021.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2107-03297,
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://arxiv.org/abs/2107.03297},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2107.03297},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2020
Nayyeri, Mojtaba; Alam, Mirza Mohtashim; Lehmann, Jens; Vahdati, Sahar
3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Journal Article
In: IEEE Access, vol. 8, pp. 196459–196471, 2020.
BibTeX | Links:
@article{DBLP:journals/access/NayyeriALV20,
title = {3D Learning and Reasoning in Link Prediction Over Knowledge Graphs},
author = {Mojtaba Nayyeri and Mirza Mohtashim Alam and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.1109/ACCESS.2020.3034183},
doi = {10.1109/ACCESS.2020.3034183},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {196459–196471},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens
Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph Embeddings Proceedings Article
In: Sallinger, Emanuel; Vahdati, Sahar; Nayyeri, Mojtaba; Wu, Lianlong (Ed.): Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020, pp. 36–42, CEUR-WS.org, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ecai/XuNV020,
title = {Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph
Embeddings},
author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},
editor = {Emanuel Sallinger and Sahar Vahdati and Mojtaba Nayyeri and Lianlong Wu},
url = {https://ceur-ws.org/Vol-3020/KR4L_paper_8.pdf},
year = {2020},
date = {2020-01-01},
urldate = {2020-01-01},
booktitle = {Proceedings of the International Workshop on Knowledge Representation
and Representation Learning co-located with the 24th European Conference
on Artificial Intelligence (ECAI 2020), Virtual Event, September,
2020},
volume = {3020},
pages = {36–42},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Say, Zeynep; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Ontology Design for Pharmaceutical Research Outcomes Proceedings Article
In: Hall, Mark M.; Mercun, Tanja; Risse, Thomas; Duchateau, Fabien (Ed.): Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings, pp. 119–132, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ercimdl/SayFV0A20,
title = {Ontology Design for Pharmaceutical Research Outcomes},
author = {Zeynep Say and Said Fathalla and Sahar Vahdati and Jens Lehmann and Sören Auer},
editor = {Mark M. Hall and Tanja Mercun and Thomas Risse and Fabien Duchateau},
url = {https://doi.org/10.1007/978-3-030-54956-5_9},
doi = {10.1007/978-3-030-54956-5_9},
year = {2020},
date = {2020-01-01},
booktitle = {Digital Libraries for Open Knowledge - 24th International Conference
on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France,
August 25-27, 2020, Proceedings},
volume = {12246},
pages = {119–132},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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
2021
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens
Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings Journal Article
In: CoRR, vol. abs/2104.05003, 2021.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2104-05003,
title = {Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph
Embeddings},
author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},
url = {https://arxiv.org/abs/2104.05003},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2104.05003},
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: CoRR, vol. abs/2107.03297, 2021.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2107-03297,
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://arxiv.org/abs/2107.03297},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2107.03297},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2020
Nayyeri, Mojtaba; Alam, Mirza Mohtashim; Lehmann, Jens; Vahdati, Sahar
3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Journal Article
In: IEEE Access, vol. 8, pp. 196459–196471, 2020.
BibTeX | Links:
@article{DBLP:journals/access/NayyeriALV20,
title = {3D Learning and Reasoning in Link Prediction Over Knowledge Graphs},
author = {Mojtaba Nayyeri and Mirza Mohtashim Alam and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.1109/ACCESS.2020.3034183},
doi = {10.1109/ACCESS.2020.3034183},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {196459–196471},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens
Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph Embeddings Proceedings Article
In: Sallinger, Emanuel; Vahdati, Sahar; Nayyeri, Mojtaba; Wu, Lianlong (Ed.): Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020, pp. 36–42, CEUR-WS.org, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ecai/XuNV020,
title = {Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph
Embeddings},
author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},
editor = {Emanuel Sallinger and Sahar Vahdati and Mojtaba Nayyeri and Lianlong Wu},
url = {https://ceur-ws.org/Vol-3020/KR4L_paper_8.pdf},
year = {2020},
date = {2020-01-01},
urldate = {2020-01-01},
booktitle = {Proceedings of the International Workshop on Knowledge Representation
and Representation Learning co-located with the 24th European Conference
on Artificial Intelligence (ECAI 2020), Virtual Event, September,
2020},
volume = {3020},
pages = {36–42},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Say, Zeynep; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Ontology Design for Pharmaceutical Research Outcomes Proceedings Article
In: Hall, Mark M.; Mercun, Tanja; Risse, Thomas; Duchateau, Fabien (Ed.): Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings, pp. 119–132, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ercimdl/SayFV0A20,
title = {Ontology Design for Pharmaceutical Research Outcomes},
author = {Zeynep Say and Said Fathalla and Sahar Vahdati and Jens Lehmann and Sören Auer},
editor = {Mark M. Hall and Tanja Mercun and Thomas Risse and Fabien Duchateau},
url = {https://doi.org/10.1007/978-3-030-54956-5_9},
doi = {10.1007/978-3-030-54956-5_9},
year = {2020},
date = {2020-01-01},
booktitle = {Digital Libraries for Open Knowledge - 24th International Conference
on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France,
August 25-27, 2020, Proceedings},
volume = {12246},
pages = {119–132},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Publications
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2021
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens
Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings Journal Article
In: CoRR, vol. abs/2104.05003, 2021.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2104-05003,
title = {Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph
Embeddings},
author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},
url = {https://arxiv.org/abs/2104.05003},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2104.05003},
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: CoRR, vol. abs/2107.03297, 2021.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2107-03297,
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://arxiv.org/abs/2107.03297},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2107.03297},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2020
Nayyeri, Mojtaba; Alam, Mirza Mohtashim; Lehmann, Jens; Vahdati, Sahar
3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Journal Article
In: IEEE Access, vol. 8, pp. 196459–196471, 2020.
BibTeX | Links:
@article{DBLP:journals/access/NayyeriALV20,
title = {3D Learning and Reasoning in Link Prediction Over Knowledge Graphs},
author = {Mojtaba Nayyeri and Mirza Mohtashim Alam and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.1109/ACCESS.2020.3034183},
doi = {10.1109/ACCESS.2020.3034183},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {196459–196471},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens
Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph Embeddings Proceedings Article
In: Sallinger, Emanuel; Vahdati, Sahar; Nayyeri, Mojtaba; Wu, Lianlong (Ed.): Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020, pp. 36–42, CEUR-WS.org, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ecai/XuNV020,
title = {Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph
Embeddings},
author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},
editor = {Emanuel Sallinger and Sahar Vahdati and Mojtaba Nayyeri and Lianlong Wu},
url = {https://ceur-ws.org/Vol-3020/KR4L_paper_8.pdf},
year = {2020},
date = {2020-01-01},
urldate = {2020-01-01},
booktitle = {Proceedings of the International Workshop on Knowledge Representation
and Representation Learning co-located with the 24th European Conference
on Artificial Intelligence (ECAI 2020), Virtual Event, September,
2020},
volume = {3020},
pages = {36–42},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Say, Zeynep; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Ontology Design for Pharmaceutical Research Outcomes Proceedings Article
In: Hall, Mark M.; Mercun, Tanja; Risse, Thomas; Duchateau, Fabien (Ed.): Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings, pp. 119–132, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ercimdl/SayFV0A20,
title = {Ontology Design for Pharmaceutical Research Outcomes},
author = {Zeynep Say and Said Fathalla and Sahar Vahdati and Jens Lehmann and Sören Auer},
editor = {Mark M. Hall and Tanja Mercun and Thomas Risse and Fabien Duchateau},
url = {https://doi.org/10.1007/978-3-030-54956-5_9},
doi = {10.1007/978-3-030-54956-5_9},
year = {2020},
date = {2020-01-01},
booktitle = {Digital Libraries for Open Knowledge - 24th International Conference
on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France,
August 25-27, 2020, Proceedings},
volume = {12246},
pages = {119–132},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
