INK: knowledge graph embeddings for node classification

Data Mining and Knowledge Discovery ◽

10.1007/s10618-021-00806-z ◽

2022 ◽

Author(s):

Bram Steenwinckel ◽

Gilles Vandewiele ◽

Michael Weyns ◽

Terencio Agozzino ◽

Filip De Turck ◽

...

Keyword(s):

Knowledge Graph ◽

Graph Embeddings ◽

Node Classification

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Node Classification in Complex Social Graphs via Knowledge-Graph Embeddings and Convolutional Neural Network

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50433-5_15 ◽

2020 ◽

pp. 183-198

Author(s):

Bonaventure C. Molokwu ◽

Shaon Bhatta Shuvo ◽

Narayan C. Kar ◽

Ziad Kobti

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Knowledge Graph ◽

Graph Embeddings ◽

Social Graphs ◽

Node Classification

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Incorporating Attributes Semantics into Knowledge Graph Embeddings

2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD) ◽

10.1109/cscwd49262.2021.9437876 ◽

2021 ◽

Author(s):

Mingyang Li ◽

Neng Gao ◽

Chenyang Tu ◽

Jia Peng ◽

Min Li

Keyword(s):

Knowledge Graph ◽

Graph Embeddings

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Entity-Context and Relation-Context Combined Knowledge Graph Embeddings

Arabian Journal for Science and Engineering ◽

10.1007/s13369-021-05977-x ◽

2021 ◽

Author(s):

Yong Wu ◽

Wei Li ◽

Xiaoming Fan ◽

Binjun Wang

Keyword(s):

Knowledge Graph ◽

Graph Embeddings

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MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings

Proceedings of the Web Conference 2021 ◽

10.1145/3442381.3449898 ◽

2021 ◽

Author(s):

Kai Wang ◽

Yu Liu ◽

Qian Ma ◽

Quan Z. Sheng

Keyword(s):

Teacher Knowledge ◽

Knowledge Graph ◽

Graph Embeddings ◽

Knowledge Distillation ◽

Low Dimensional

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ConvMB: Improving Convolution-Based Knowledge Graph Embeddings by Adopting Multi-Branch 3D Convolution Filters

10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00060 ◽

2021 ◽

Author(s):

Xiaobo Guo ◽

Fali Wang ◽

Neng Gao ◽

Zeyi Liu ◽

Kai Liu

Keyword(s):

Knowledge Graph ◽

Graph Embeddings ◽

Convolution Filters

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Learning Semantic Image Attributes Using Image Recognition and Knowledge Graph Embeddings

International Journal of Image Graphics and Signal Processing ◽

10.5815/ijigsp.2020.05.05 ◽

2020 ◽

Vol 12 (5) ◽

pp. 44-52

Author(s):

Ashutosh Kumar Tiwari ◽

◽

Sandeep Varma Nadimpalli

Keyword(s):

Image Recognition ◽

Knowledge Graph ◽

Graph Embeddings

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RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings

The Semantic Web - Lecture Notes in Computer Science ◽

10.1007/978-3-030-77385-4_25 ◽

2021 ◽

pp. 425-440

Author(s):

Simon Werner ◽

Achim Rettinger ◽

Lavdim Halilaj ◽

Jürgen Lüttin

Keyword(s):

Knowledge Graph ◽

Graph Embeddings

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Biomedical Knowledge Graph Embeddings for Personalized Medicine

10.1007/978-3-030-86230-5_46 ◽

2021 ◽

pp. 584-595

Author(s):

Joana Vilela ◽

Muhammad Asif ◽

Ana Rita Marques ◽

João Xavier Santos ◽

Célia Rasga ◽

...

Keyword(s):

Personalized Medicine ◽

Knowledge Graph ◽

Graph Embeddings ◽

Biomedical Knowledge

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Improving Knowledge Graph Embeddings with Ontological Reasoning

10.1007/978-3-030-88361-4_24 ◽

2021 ◽

pp. 410-426

Author(s):

Nitisha Jain ◽

Trung-Kien Tran ◽

Mohamed H. Gad-Elrab ◽

Daria Stepanova

Keyword(s):

Knowledge Graph ◽

Graph Embeddings ◽

Ontological Reasoning

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Discovering Research Hypotheses in Social Science Using Knowledge Graph Embeddings

The Semantic Web - Lecture Notes in Computer Science ◽

10.1007/978-3-030-77385-4_28 ◽

2021 ◽

pp. 477-494

Author(s):

Rosaline de Haan ◽

Ilaria Tiddi ◽

Wouter Beek

Keyword(s):

Social Science ◽

Knowledge Graph ◽

Graph Embeddings

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