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
2020
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}
}
Nayyeri, Mojtaba; Vahdati, Sahar; Zhou, Xiaotian; Yazdi, Hamed Shariat; Lehmann, Jens
Embedding-Based Recommendations on Scholarly Knowledge Graphs Proceedings Article
In: Harth, Andreas; Kirrane, Sabrina; Ngomo, Axel-Cyrille Ngonga; Paulheim, Heiko; Rula, Anisa; Gentile, Anna Lisa; Haase, Peter; Cochez, Michael (Ed.): The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, pp. 255–270, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/NayyeriVZY020,
title = {Embedding-Based Recommendations on Scholarly Knowledge Graphs},
author = {Mojtaba Nayyeri and Sahar Vahdati and Xiaotian Zhou and Hamed Shariat Yazdi and Jens Lehmann},
editor = {Andreas Harth and Sabrina Kirrane and Axel-Cyrille Ngonga Ngomo and Heiko Paulheim and Anisa Rula and Anna Lisa Gentile and Peter Haase and Michael Cochez},
url = {https://doi.org/10.1007/978-3-030-49461-2_15},
doi = {10.1007/978-3-030-49461-2_15},
year = {2020},
date = {2020-01-01},
booktitle = {The Semantic Web - 17th International Conference, ESWC 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings},
volume = {12123},
pages = {255–270},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Semantic Representation of Physics Research Data Proceedings Article
In: Aveiro, David; Dietz, Jan L. G.; Filipe, Joaquim (Ed.): Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020, pp. 64–75, SCITEPRESS, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ic3k/SayFV0A20,
title = {Semantic Representation of Physics Research Data},
author = {Aysegul Say and Said Fathalla and Sahar Vahdati and Jens Lehmann and Sören Auer},
editor = {David Aveiro and Jan L. G. Dietz and Joaquim Filipe},
url = {https://doi.org/10.5220/0010111000640075},
doi = {10.5220/0010111000640075},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 12th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, IC3K
2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020},
pages = {64–75},
publisher = {SCITEPRESS},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nayyeri, Mojtaba; Zhou, Xiaotian; Vahdati, Sahar; Izanloo, Reza; Yazdi, Hamed Shariat; Lehmann, Jens
Let the Margin SlidE(^mbox(±)) for Knowledge Graph Embeddings via a Correntropy Objective Function Proceedings Article
In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pp. 1–9, IEEE, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ijcnn/NayyeriZVIY020,
title = {Let the Margin SlidE(^mbox(±)) for Knowledge Graph
Embeddings via a Correntropy Objective Function},
author = {Mojtaba Nayyeri and Xiaotian Zhou and Sahar Vahdati and Reza Izanloo and Hamed Shariat Yazdi and Jens Lehmann},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207513},
doi = {10.1109/IJCNN48605.2020.9207513},
year = {2020},
date = {2020-01-01},
booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1–9},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nayyeri, Mojtaba; Xu, Chengjin; Vahdati, Sahar; Vassilyeva, Nadezhda; Sallinger, Emanuel; Yazdi, Hamed Shariat; Lehmann, Jens
Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them Proceedings Article
In: Pan, Jeff Z.; Tamma, Valentina A. M.; d'Amato, Claudia; Janowicz, Krzysztof; Fu, Bo; Polleres, Axel; Seneviratne, Oshani; Kagal, Lalana (Ed.): The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part I, pp. 438–455, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/semweb/NayyeriXVVSYL20,
title = {Fantastic Knowledge Graph Embeddings and How to Find the Right Space
for Them},
author = {Mojtaba Nayyeri and Chengjin Xu and Sahar Vahdati and Nadezhda Vassilyeva and Emanuel Sallinger and Hamed Shariat Yazdi and Jens Lehmann},
editor = {Jeff Z. Pan and Valentina A. M. Tamma and Claudia d'Amato and Krzysztof Janowicz and Bo Fu and Axel Polleres and Oshani Seneviratne and Lalana Kagal},
url = {https://doi.org/10.1007/978-3-030-62419-4_25},
doi = {10.1007/978-3-030-62419-4_25},
year = {2020},
date = {2020-01-01},
booktitle = {The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference,
Athens, Greece, November 2-6, 2020, Proceedings, Part I},
volume = {12506},
pages = {438–455},
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
2020
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}
}
Nayyeri, Mojtaba; Vahdati, Sahar; Zhou, Xiaotian; Yazdi, Hamed Shariat; Lehmann, Jens
Embedding-Based Recommendations on Scholarly Knowledge Graphs Proceedings Article
In: Harth, Andreas; Kirrane, Sabrina; Ngomo, Axel-Cyrille Ngonga; Paulheim, Heiko; Rula, Anisa; Gentile, Anna Lisa; Haase, Peter; Cochez, Michael (Ed.): The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, pp. 255–270, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/NayyeriVZY020,
title = {Embedding-Based Recommendations on Scholarly Knowledge Graphs},
author = {Mojtaba Nayyeri and Sahar Vahdati and Xiaotian Zhou and Hamed Shariat Yazdi and Jens Lehmann},
editor = {Andreas Harth and Sabrina Kirrane and Axel-Cyrille Ngonga Ngomo and Heiko Paulheim and Anisa Rula and Anna Lisa Gentile and Peter Haase and Michael Cochez},
url = {https://doi.org/10.1007/978-3-030-49461-2_15},
doi = {10.1007/978-3-030-49461-2_15},
year = {2020},
date = {2020-01-01},
booktitle = {The Semantic Web - 17th International Conference, ESWC 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings},
volume = {12123},
pages = {255–270},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Semantic Representation of Physics Research Data Proceedings Article
In: Aveiro, David; Dietz, Jan L. G.; Filipe, Joaquim (Ed.): Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020, pp. 64–75, SCITEPRESS, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ic3k/SayFV0A20,
title = {Semantic Representation of Physics Research Data},
author = {Aysegul Say and Said Fathalla and Sahar Vahdati and Jens Lehmann and Sören Auer},
editor = {David Aveiro and Jan L. G. Dietz and Joaquim Filipe},
url = {https://doi.org/10.5220/0010111000640075},
doi = {10.5220/0010111000640075},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 12th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, IC3K
2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020},
pages = {64–75},
publisher = {SCITEPRESS},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nayyeri, Mojtaba; Zhou, Xiaotian; Vahdati, Sahar; Izanloo, Reza; Yazdi, Hamed Shariat; Lehmann, Jens
Let the Margin SlidE(^mbox(±)) for Knowledge Graph Embeddings via a Correntropy Objective Function Proceedings Article
In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pp. 1–9, IEEE, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ijcnn/NayyeriZVIY020,
title = {Let the Margin SlidE(^mbox(±)) for Knowledge Graph
Embeddings via a Correntropy Objective Function},
author = {Mojtaba Nayyeri and Xiaotian Zhou and Sahar Vahdati and Reza Izanloo and Hamed Shariat Yazdi and Jens Lehmann},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207513},
doi = {10.1109/IJCNN48605.2020.9207513},
year = {2020},
date = {2020-01-01},
booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1–9},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nayyeri, Mojtaba; Xu, Chengjin; Vahdati, Sahar; Vassilyeva, Nadezhda; Sallinger, Emanuel; Yazdi, Hamed Shariat; Lehmann, Jens
Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them Proceedings Article
In: Pan, Jeff Z.; Tamma, Valentina A. M.; d'Amato, Claudia; Janowicz, Krzysztof; Fu, Bo; Polleres, Axel; Seneviratne, Oshani; Kagal, Lalana (Ed.): The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part I, pp. 438–455, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/semweb/NayyeriXVVSYL20,
title = {Fantastic Knowledge Graph Embeddings and How to Find the Right Space
for Them},
author = {Mojtaba Nayyeri and Chengjin Xu and Sahar Vahdati and Nadezhda Vassilyeva and Emanuel Sallinger and Hamed Shariat Yazdi and Jens Lehmann},
editor = {Jeff Z. Pan and Valentina A. M. Tamma and Claudia d'Amato and Krzysztof Janowicz and Bo Fu and Axel Polleres and Oshani Seneviratne and Lalana Kagal},
url = {https://doi.org/10.1007/978-3-030-62419-4_25},
doi = {10.1007/978-3-030-62419-4_25},
year = {2020},
date = {2020-01-01},
booktitle = {The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference,
Athens, Greece, November 2-6, 2020, Proceedings, Part I},
volume = {12506},
pages = {438–455},
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
2020
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}
}
Nayyeri, Mojtaba; Vahdati, Sahar; Zhou, Xiaotian; Yazdi, Hamed Shariat; Lehmann, Jens
Embedding-Based Recommendations on Scholarly Knowledge Graphs Proceedings Article
In: Harth, Andreas; Kirrane, Sabrina; Ngomo, Axel-Cyrille Ngonga; Paulheim, Heiko; Rula, Anisa; Gentile, Anna Lisa; Haase, Peter; Cochez, Michael (Ed.): The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, pp. 255–270, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/NayyeriVZY020,
title = {Embedding-Based Recommendations on Scholarly Knowledge Graphs},
author = {Mojtaba Nayyeri and Sahar Vahdati and Xiaotian Zhou and Hamed Shariat Yazdi and Jens Lehmann},
editor = {Andreas Harth and Sabrina Kirrane and Axel-Cyrille Ngonga Ngomo and Heiko Paulheim and Anisa Rula and Anna Lisa Gentile and Peter Haase and Michael Cochez},
url = {https://doi.org/10.1007/978-3-030-49461-2_15},
doi = {10.1007/978-3-030-49461-2_15},
year = {2020},
date = {2020-01-01},
booktitle = {The Semantic Web - 17th International Conference, ESWC 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings},
volume = {12123},
pages = {255–270},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Semantic Representation of Physics Research Data Proceedings Article
In: Aveiro, David; Dietz, Jan L. G.; Filipe, Joaquim (Ed.): Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020, pp. 64–75, SCITEPRESS, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ic3k/SayFV0A20,
title = {Semantic Representation of Physics Research Data},
author = {Aysegul Say and Said Fathalla and Sahar Vahdati and Jens Lehmann and Sören Auer},
editor = {David Aveiro and Jan L. G. Dietz and Joaquim Filipe},
url = {https://doi.org/10.5220/0010111000640075},
doi = {10.5220/0010111000640075},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 12th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, IC3K
2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020},
pages = {64–75},
publisher = {SCITEPRESS},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nayyeri, Mojtaba; Zhou, Xiaotian; Vahdati, Sahar; Izanloo, Reza; Yazdi, Hamed Shariat; Lehmann, Jens
Let the Margin SlidE(^mbox(±)) for Knowledge Graph Embeddings via a Correntropy Objective Function Proceedings Article
In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pp. 1–9, IEEE, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/ijcnn/NayyeriZVIY020,
title = {Let the Margin SlidE(^mbox(±)) for Knowledge Graph
Embeddings via a Correntropy Objective Function},
author = {Mojtaba Nayyeri and Xiaotian Zhou and Sahar Vahdati and Reza Izanloo and Hamed Shariat Yazdi and Jens Lehmann},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207513},
doi = {10.1109/IJCNN48605.2020.9207513},
year = {2020},
date = {2020-01-01},
booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1–9},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nayyeri, Mojtaba; Xu, Chengjin; Vahdati, Sahar; Vassilyeva, Nadezhda; Sallinger, Emanuel; Yazdi, Hamed Shariat; Lehmann, Jens
Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them Proceedings Article
In: Pan, Jeff Z.; Tamma, Valentina A. M.; d'Amato, Claudia; Janowicz, Krzysztof; Fu, Bo; Polleres, Axel; Seneviratne, Oshani; Kagal, Lalana (Ed.): The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part I, pp. 438–455, Springer, 2020.
BibTeX | Links:
@inproceedings{DBLP:conf/semweb/NayyeriXVVSYL20,
title = {Fantastic Knowledge Graph Embeddings and How to Find the Right Space
for Them},
author = {Mojtaba Nayyeri and Chengjin Xu and Sahar Vahdati and Nadezhda Vassilyeva and Emanuel Sallinger and Hamed Shariat Yazdi and Jens Lehmann},
editor = {Jeff Z. Pan and Valentina A. M. Tamma and Claudia d'Amato and Krzysztof Janowicz and Bo Fu and Axel Polleres and Oshani Seneviratne and Lalana Kagal},
url = {https://doi.org/10.1007/978-3-030-62419-4_25},
doi = {10.1007/978-3-030-62419-4_25},
year = {2020},
date = {2020-01-01},
booktitle = {The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference,
Athens, Greece, November 2-6, 2020, Proceedings, Part I},
volume = {12506},
pages = {438–455},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
