2020
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Nayyeri, Mojtaba; Vahdati, Sahar; Zhou, Xiaotian; Yazdi, Hamed Shariat; Lehmann, Jens Embedding-Based Recommendations on Scholarly Knowledge Graphs Inproceedings The Semantic Web - 17th International Conference, ESWC 2020, Heraklion,
Crete, Greece, May 31-June 4, 2020, Proceedings, pp. 255–270, Springer, 2020. Links | BibTeX @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},
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}
}
|
Nayyeri, Mojtaba; Zhou, Xiaotian; Vahdati, Sahar; Izanloo, Reza; Yazdi, Hamed Shariat; Lehmann, Jens Let the Margin SlidE for Knowledge Graph Embeddings via a Correntropy Objective Function Inproceedings 2020 International Joint Conference on Neural Networks, IJCNN 2020,
Glasgow, United Kingdom, July 19-24, 2020, pp. 1–9, IEEE, 2020. Links | BibTeX @inproceedings{DBLP:conf/ijcnn/NayyeriZVIY020,
title = {Let the Margin SlidE 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 Inproceedings The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference,
Athens, Greece, November 2-6, 2020, Proceedings, Part I, pp. 438–455, Springer, 2020. Links | BibTeX @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},
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}
}
|
Xu, Chenjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed Shariat; Lehmann, Jens Temporal Knowledge Graph Completion Based on Time Series Gaussian
Embedding Inproceedings The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference,
Athens, Greece, November 2-6, 2020, Proceedings, Part I, pp. 654–671, Springer, 2020. Links | BibTeX @inproceedings{DBLP:conf/semweb/XuNAYL20,
title = {Temporal Knowledge Graph Completion Based on Time Series Gaussian
Embedding},
author = {Chenjin Xu and
Mojtaba Nayyeri and
Fouad Alkhoury and
Hamed Shariat Yazdi and
Jens Lehmann},
url = {https://doi.org/10.1007/978-3-030-62419-4_37},
doi = {10.1007/978-3-030-62419-4_37},
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 = {654--671},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Nayyeri, Mojtaba; Alam, Mirza Mohtashim; Lehmann, Jens; Vahdati, Sahar 3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Journal Article IEEE Access, 8 , pp. 196459–196471, 2020. Links | BibTeX @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}
}
|
2018
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Nayyeri, Mojtaba; Yazdi, Hadi Sadoghi; Maskooki, Alaleh; Rouhani, Modjtaba Universal Approximation by Using the Correntropy Objective Function Journal Article IEEE Trans. Neural Networks Learn. Syst., 29 (9), pp. 4515–4521, 2018. Links | BibTeX @article{DBLP:journals/tnn/NayyeriYMR18,
title = {Universal Approximation by Using the Correntropy Objective Function},
author = {Mojtaba Nayyeri and
Hadi Sadoghi Yazdi and
Alaleh Maskooki and
Modjtaba Rouhani},
url = {https://doi.org/10.1109/TNNLS.2017.2753725},
doi = {10.1109/TNNLS.2017.2753725},
year = {2018},
date = {2018-01-01},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {9},
pages = {4515--4521},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2017
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Nayyeri, Mojtaba; Maskooki, Alaleh; Monsefi, Reza A New Sparse Learning Machine Journal Article Neural Processing Letters, 46 (1), pp. 15–28, 2017. Links | BibTeX @article{DBLP:journals/npl/NayyeriMM17,
title = {A New Sparse Learning Machine},
author = {Mojtaba Nayyeri and
Alaleh Maskooki and
Reza Monsefi},
url = {https://doi.org/10.1007/s11063-016-9566-2},
doi = {10.1007/s11063-016-9566-2},
year = {2017},
date = {2017-01-01},
journal = {Neural Processing Letters},
volume = {46},
number = {1},
pages = {15--28},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
PhD Student