@article{DBLP:journals/nn/KaramiSTMV23,

title = {Unsupervised feature selection based on variance-covariance subspace 

 distance},

author = {Saeed Karami and Farid Saberi-Movahed and Prayag Tiwari and Pekka Marttinen and Sahar Vahdati},

url = {https://doi.org/10.1016/j.neunet.2023.06.018},

doi = {10.1016/J.NEUNET.2023.06.018},

year  = {2023},

date = {2023-01-01},

journal = {Neural Networks},

volume = {166},

pages = {188–203},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2304-03103,

title = {Retention Is All You Need},

author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},

url = {https://doi.org/10.48550/arXiv.2304.03103},

doi = {10.48550/ARXIV.2304.03103},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2304.03103},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/access/AlamRNMAVL22,

title = {Language Model Guided Knowledge Graph Embeddings},

author = {Mirza Mohtashim Alam and Md. Rashad Al Hasan Rony and Mojtaba Nayyeri and Karishma Mohiuddin and M. S. T. Mahfuja Akter and Sahar Vahdati and Jens Lehmann},

url = {https://doi.org/10.1109/ACCESS.2022.3191666},

doi = {10.1109/ACCESS.2022.3191666},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Access},

volume = {10},

pages = {76008–76020},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/fgcs/BellomariniFGKL22,

title = {Data science with Vadalog: Knowledge Graphs with machine learning 

 and reasoning in practice},

author = {Luigi Bellomarini and Ruslan R. Fayzrakhmanov and Georg Gottlob and Andrey Kravchenko and Eleonora Laurenza and Yavor Nenov and Stéphane Reissfelder and Emanuel Sallinger and Evgeny Sherkhonov and Sahar Vahdati and Lianlong Wu},

url = {https://doi.org/10.1016/j.future.2021.10.021},

doi = {10.1016/J.FUTURE.2021.10.021},

year  = {2022},

date = {2022-01-01},

journal = {Future Gener. Comput. Syst.},

volume = {129},

pages = {407–422},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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}

}

@article{DBLP:journals/corr/abs-2209-02390,

title = {ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph 

 Completion},

author = {Mojtaba Moattari and Sahar Vahdati and Farhana H. Zulkernine},

url = {https://doi.org/10.48550/arXiv.2209.02390},

doi = {10.48550/ARXIV.2209.02390},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2209.02390},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/access/Fazeli-Varzaneh21,

title = {Sleeping Beauties of Coronavirus Research},

author = {Mohsen Fazeli-Varzaneh and Ali Ghorbi and Marcel Ausloos and Emanuel Sallinger and Sahar Vahdati},

url = {https://doi.org/10.1109/ACCESS.2021.3052918},

doi = {10.1109/ACCESS.2021.3052918},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Access},

volume = {9},

pages = {21192–21205},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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}

}

@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}

}

@article{DBLP:journals/scientometrics/VahdatiFLBSSA21,

title = {A comprehensive quality assessment framework for scientific events},

author = {Sahar Vahdati and Said Fathalla and Christoph Lange and Andreas Behrend and Aysegul Say and Zeynep Say and Sören Auer},

url = {https://doi.org/10.1007/s11192-020-03758-1},

doi = {10.1007/S11192-020-03758-1},

year  = {2021},

date = {2021-01-01},

journal = {Scientometrics},

volume = {126},

number = {1},

pages = {641–682},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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}

}

@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}

}

@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}

}

@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}

}

@article{DBLP:journals/scientometrics/FathallaVLA20,

title = {Scholarly event characteristics in four fields of science: a metrics-based 

 analysis},

author = {Said Fathalla and Sahar Vahdati and Christoph Lange and Sören Auer},

url = {https://doi.org/10.1007/s11192-020-03391-y},

doi = {10.1007/S11192-020-03391-Y},

year  = {2020},

date = {2020-01-01},

journal = {Scientometrics},

volume = {123},

number = {2},

pages = {677–705},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2006-04986,

title = {5* Knowledge Graph Embeddings with Projective Transformations},

author = {Mojtaba Nayyeri and Sahar Vahdati and Can Aykul and Jens Lehmann},

url = {https://arxiv.org/abs/2006.04986},

year  = {2020},

date = {2020-01-01},

journal = {CoRR},

volume = {abs/2006.04986},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2010-06684,

title = {Motif Learning in Knowledge Graphs Using Trajectories Of Differential 

 Equations},

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

url = {https://arxiv.org/abs/2010.06684},

year  = {2020},

date = {2020-01-01},

journal = {CoRR},

volume = {abs/2010.06684},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/datasci/Gonzalez-Beltran19,

title = {Editorial: Special Issue on Scholarly Data Analysis (Semantics, Analytics, 

 Visualisation)},

author = {Alejandra N. González-Beltrán and Francesco Osborne and Silvio Peroni and Sahar Vahdati},

url = {https://doi.org/10.3233/ds-190023},

doi = {10.3233/DS-190023},

year  = {2019},

date = {2019-01-01},

journal = {Data Sci.},

volume = {2},

number = {1-2},

pages = {177–179},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1904-12211,

title = {Soft Marginal TransE for Scholarly Knowledge Graph Completion},

author = {Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann and Hamed Shariat Yazdi},

url = {http://arxiv.org/abs/1904.12211},

year  = {2019},

date = {2019-01-01},

journal = {CoRR},

volume = {abs/1904.12211},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1907-05336,

title = {Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a 

 Correntropy Objective Function},

author = {Mojtaba Nayyeri and Xiaotian Zhou and Sahar Vahdati and Hamed Shariat Yazdi and Jens Lehmann},

url = {http://arxiv.org/abs/1907.05336},

year  = {2019},

date = {2019-01-01},

journal = {CoRR},

volume = {abs/1907.05336},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1807-06816,

title = {Unveiling Scholarly Communities over Knowledge Graphs},

author = {Sahar Vahdati and Guillermo Palma and Rahul Jyoti Nath and Christoph Lange and Sören Auer and Maria-Esther Vidal},

url = {http://arxiv.org/abs/1807.06816},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

journal = {CoRR},

volume = {abs/1807.06816},

keywords = {SelectedPublication},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/peerj-cs/DimouVILVM17,

title = {Challenges as enablers for high quality Linked Data: insights from 

 the Semantic Publishing Challenge},

author = {Anastasia Dimou and Sahar Vahdati and Angelo Di Iorio and Christoph Lange and Ruben Verborgh and Erik Mannens},

url = {https://doi.org/10.7717/peerj-cs.105},

doi = {10.7717/PEERJ-CS.105},

year  = {2017},

date = {2017-01-01},

journal = {PeerJ Comput. Sci.},

volume = {3},

pages = {e105},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1711-04548,

title = {Towards a Cloud-Based Service for Maintaining and Analyzing Data About 

 Scientific Events},

author = {Andreas Behrend and Sahar Vahdati and Christoph Lange and Christiane Engels},

url = {http://arxiv.org/abs/1711.04548},

year  = {2017},

date = {2017-01-01},

journal = {CoRR},

volume = {abs/1711.04548},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/isu/GhavimiMLVA16,

title = {A semi-automatic approach for detecting dataset references in social 

 science texts},

author = {Behnam Ghavimi and Philipp Mayr and Christoph Lange and Sahar Vahdati and Sören Auer},

url = {https://doi.org/10.3233/ISU-160816},

doi = {10.3233/ISU-160816},

year  = {2016},

date = {2016-01-01},

journal = {Inf. Serv. Use},

volume = {36},

number = {3-4},

pages = {171–187},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/GhavimiMV016,

title = {Identifying and Improving Dataset References in Social Sciences Full 

 Texts},

author = {Behnam Ghavimi and Philipp Mayr and Sahar Vahdati and Christoph Lange},

url = {http://arxiv.org/abs/1603.01774},

year  = {2016},

date = {2016-01-01},

journal = {CoRR},

volume = {abs/1603.01774},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/GhavimiM0VA16,

title = {A Semi-Automatic Approach for Detecting Dataset References in Social 

 Science Texts},

author = {Behnam Ghavimi and Philipp Mayr and Christoph Lange and Sahar Vahdati and Sören Auer},

url = {http://arxiv.org/abs/1611.01820},

year  = {2016},

date = {2016-01-01},

journal = {CoRR},

volume = {abs/1611.01820},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/peerjpre/DimouVILVM16,

title = {Challenges as enablers for high quality linked data: Insights from 

 the semantic publishing challenge},

author = {Anastasia Dimou and Sahar Vahdati and Angelo Di Iorio and Christoph Lange and Ruben Verborgh and Erik Mannens},

url = {https://doi.org/10.7287/peerj.preprints.2616v1},

doi = {10.7287/PEERJ.PREPRINTS.2616V1},

year  = {2016},

date = {2016-01-01},

journal = {PeerJ Prepr.},

volume = {4},

pages = {e2616},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/VahdatiKH015,

title = {Mapping Large Scale Research Metadata to Linked Data: A Performance 

 Comparison of HBase, CSV and XML},

author = {Sahar Vahdati and Farah Karim and Jyun-Yao Huang and Christoph Lange},

url = {http://arxiv.org/abs/1506.04006},

year  = {2015},

date = {2015-01-01},

journal = {CoRR},

volume = {abs/1506.04006},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/Iorio0DV15,

title = {Semantic Publishing Challenge - Assessing the Quality of Scientific 

 Output by Information Extraction and Interlinking},

author = {Angelo Di Iorio and Christoph Lange and Anastasia Dimou and Sahar Vahdati},

url = {http://arxiv.org/abs/1508.06206},

year  = {2015},

date = {2015-01-01},

journal = {CoRR},

volume = {abs/1508.06206},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/Vahdati0A14,

title = {OpenCourseWare Observatory - Does the Quality of OpenCourseWare Live 

 up to its Promise?},

author = {Sahar Vahdati and Christoph Lange and Sören Auer},

url = {http://arxiv.org/abs/1410.5694},

year  = {2014},

date = {2014-01-01},

journal = {CoRR},

volume = {abs/1410.5694},

keywords = {},

pubstate = {published},

tppubtype = {article}

}