Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion

[1]  Zhaoli Zhang,et al.  Learning Knowledge Graph Embedding With Heterogeneous Relation Attention Networks , 2021, IEEE Transactions on Neural Networks and Learning Systems.

[2]  Philip S. Yu,et al.  A Survey on Knowledge Graphs: Representation, Acquisition, and Applications , 2020, IEEE Transactions on Neural Networks and Learning Systems.

[3]  Sahar Vahdati,et al.  5* Knowledge Graph Embeddings with Projective Transformations , 2020, AAAI.

[4]  Jochen L. Leidner.  A Survey of Textual Data & Geospatial Technology , 2020, Handbook of Big Geospatial Data.

[5]  Hamed Shariat Yazdi,et al.  TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation , 2020, COLING.

[6]  Gerhard Weikum,et al.  YAGO 4: A Reason-able Knowledge Base , 2020, ESWC.

[7]  Christopher R'e,et al.  Low-Dimensional Hyperbolic Knowledge Graph Embeddings , 2020, ACL.

[8]  Nicolas Usunier,et al.  Tensor Decompositions for temporal knowledge base completion , 2020, ICLR.

[9]  Yun Chen,et al.  Urban Multi-Source Spatio-Temporal Data Analysis Aware Knowledge Graph Embedding , 2020, Symmetry.

[10]  Ruijiang Li,et al.  Relation Embedding with Dihedral Group in Knowledge Graph , 2019, ACL.

[11]  Pedro A. Szekely,et al.  Recurrent Event Network for Reasoning over Temporal Knowledge Graphs , 2019, ArXiv.

[12]  Lina Yao,et al.  Quaternion Knowledge Graph Embeddings , 2019, NeurIPS.

[13]  Timothy M. Hospedales,et al.  TuckER: Tensor Factorization for Knowledge Graph Completion , 2019, EMNLP.

[14]  Bei Liu,et al.  Spatiotemporal Representation Learning for Translation-Based POI Recommendation , 2019, ACM Trans. Inf. Syst..

[15]  Jian-Yun Nie,et al.  RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space , 2018, ICLR.

[16]  Volker Tresp,et al.  Embedding models for episodic knowledge graphs , 2018, J. Web Semant..

[17]  Mathias Niepert,et al.  Learning Sequence Encoders for Temporal Knowledge Graph Completion , 2018, EMNLP.

[18]  Nicolas Usunier,et al.  Canonical Tensor Decomposition for Knowledge Base Completion , 2018, ICML.

[19]  Julien Leblay,et al.  Deriving Validity Time in Knowledge Graph , 2018, WWW.

[20]  Pasquale Minervini,et al.  Convolutional 2D Knowledge Graph Embeddings , 2017, AAAI.

[21]  Partha Talukdar,et al.  HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding , 2018, EMNLP.

[22]  Guillaume Bouchard,et al.  Complex Embeddings for Simple Link Prediction , 2016, ICML.

[23]  Jun Zhao,et al.  Knowledge Graph Embedding via Dynamic Mapping Matrix , 2015, ACL.

[24]  Zhiyuan Liu,et al.  Learning Entity and Relation Embeddings for Knowledge Graph Completion , 2015, AAAI.

[25]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[26]  Jianfeng Gao,et al.  Embedding Entities and Relations for Learning and Inference in Knowledge Bases , 2014, ICLR.

[27]  Jens Lehmann,et al.  DBpedia - A large-scale, multilingual knowledge base extracted from Wikipedia , 2015, Semantic Web.

[28]  Fabian M. Suchanek,et al.  YAGO3: A Knowledge Base from Multilingual Wikipedias , 2015, CIDR.

[29]  Markus Krötzsch,et al.  Wikidata , 2014, Commun. ACM.

[30]  Zhen Wang,et al.  Knowledge Graph Embedding by Translating on Hyperplanes , 2014, AAAI.

[31]  Jason Weston,et al.  Translating Embeddings for Modeling Multi-relational Data , 2013, NIPS.

[32]  J. Rotman.  Advanced Modern Algebra , 2002 .