@inproceedings{DBLP:conf/ecir/NayyeriVSAYL21,

title = {Pattern-Aware and Noise-Resilient Embedding Models},

author = {Mojtaba Nayyeri and Sahar Vahdati and Emanuel Sallinger and Mirza Mohtashim Alam and Hamed Shariat Yazdi and Jens Lehmann},

editor = {Djoerd Hiemstra and Marie-Francine Moens and Josiane Mothe and Raffaele Perego and Martin Potthast and Fabrizio Sebastiani},

url = {https://doi.org/10.1007/978-3-030-72113-8_32},

doi = {10.1007/978-3-030-72113-8_32},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Information Retrieval - 43rd European Conference on IR 

 Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, 

 Part I},

volume = {12656},

pages = {483–496},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/NayyeriXHA0V21,

title = {Knowledge Graph Representation Learning using Ordinary Differential 

 Equations},

author = {Mojtaba Nayyeri and Chengjin Xu and Franca Hoffmann and Mirza Mohtashim Alam and Jens Lehmann and Sahar Vahdati},

editor = {Marie-Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen-tau Yih},

url = {https://doi.org/10.18653/v1/2021.emnlp-main.750},

doi = {10.18653/V1/2021.EMNLP-MAIN.750},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural 

 Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican 

 Republic, 7-11 November, 2021},

pages = {9529–9548},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcnn/XuNVL21,

title = {Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph 

 Embeddings},

author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},

url = {https://doi.org/10.1109/IJCNN52387.2021.9533372},

doi = {10.1109/IJCNN52387.2021.9533372},

year  = {2021},

date = {2021-01-01},

booktitle = {International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, 

 China, July 18-22, 2021},

pages = {1–8},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ilp/WestphalV021,

title = {A Simulated Annealing Meta-heuristic for Concept Learning in Description 

 Logics},

author = {Patrick Westphal and Sahar Vahdati and Jens Lehmann},

editor = {Nikos Katzouris and Alexander Artikis},

url = {https://doi.org/10.1007/978-3-030-97454-1_19},

doi = {10.1007/978-3-030-97454-1_19},

year  = {2021},

date = {2021-01-01},

booktitle = {Inductive Logic Programming - 30th International Conference, ILP 

 2021, Virtual Event, October 25-27, 2021, Proceedings},

volume = {13191},

pages = {266–281},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pakdd/NayyeriXYVAY021,

title = {Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed 

 Limitations of Embedding Models},

author = {Mojtaba Nayyeri and Chengjin Xu and Yadollah Yaghoobzadeh and Sahar Vahdati and Mirza Mohtashim Alam and Hamed Shariat Yazdi and Jens Lehmann},

editor = {Kamal Karlapalem and Hong Cheng and Naren Ramakrishnan and R. K. Agrawal and P. Krishna Reddy and Jaideep Srivastava and Tanmoy Chakraborty},

url = {https://doi.org/10.1007/978-3-030-75768-7_7},

doi = {10.1007/978-3-030-75768-7_7},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia 

 Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, 

 Part III},

volume = {12714},

pages = {77–89},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{DBLP:conf/ecai/WuSSVG20,

title = {An Evolutionary Algorithm for Rule Learning over Knowledge Graphs},

author = {Lianlong Wu and Emanuel Sallinger and Evgeny Sherkhonov and Sahar Vahdati and Georg Gottlob},

editor = {Emanuel Sallinger and Sahar Vahdati and Mojtaba Nayyeri and Lianlong Wu},

url = {https://ceur-ws.org/Vol-3020/KR4L_paper_6.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 = {52–59},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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 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}

}