A Review of Relational Machine Learning for Knowledge Graphs

2 March 2015

Papers citing "A Review of Relational Machine Learning for Knowledge Graphs"

50 / 475 papers shown

Title
TINKER: A framework for Open source Cyberthreat Intelligence Nidhi Rastogi Sharmishtha Dutta Mohammad Zaki Alex Gittens Charu Aggarwal 17 12 0 10 Feb 2021
Improving Scene Graph Classification by Exploiting Knowledge from Texts Sahand Sharifzadeh Sina Moayed Baharlou Martin Schmitt Hinrich Schutze Volker Tresp 24 17 0 09 Feb 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs Dora Jambor Komal K. Teru Joelle Pineau William L. Hamilton 14 9 0 05 Feb 2021
RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding Danushka Bollegala Huda Hakami Yuichi Yoshida Ken-ichi Kawarabayashi 22 6 0 25 Jan 2021
A Review of Graph Neural Networks and Their Applications in Power Systems Wenlong Liao B. Bak‐Jensen J. Pillai Yuelong Wang Yusen Wang GNN AI4CE 35 213 0 25 Jan 2021
A shallow neural model for relation prediction Caglar Demir Diego Moussallem A. N. Ngomo 21 11 0 22 Jan 2021
Knowledge Generation -- Variational Bayes on Knowledge Graphs Florian Wolf BDL 23 0 0 21 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 24 0 0 17 Jan 2021
Continual Learning of Knowledge Graph Embeddings A. Daruna Mehul Gupta Mohan Sridharan Sonia Chernova CLL 17 48 0 14 Jan 2021
Application of Knowledge Graphs to Provide Side Information for Improved Recommendation Accuracy Yuhao Mao Serguei A. Mokhov Sudhir Mudur 24 4 0 07 Jan 2021
A Survey on Embedding Dynamic Graphs Claudio D. T. Barros Matheus R. F. Mendonça A. Vieira A. Ziviani AI4TS AI4CE 21 123 0 04 Jan 2021
Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review Georg Buchgeher David Gabauer J. Martinez-Gil Lisa Ehrlinger 14 72 0 16 Dec 2020
Utilising Graph Machine Learning within Drug Discovery and Development Thomas Gaudelet Ben Day Arian R. Jamasb Jyothish Soman Cristian Regep ... Jian Tang D. Roblin Tom L. Blundell M. Bronstein J. Taylor-King AI4CE 29 36 0 09 Dec 2020
Biomedical Knowledge Graph Refinement with Embedding and Logic Rules Sendong Zhao Bing Qin Ting Liu Fei Wang 10 15 0 02 Dec 2020
Point2Skeleton: Learning Skeletal Representations from Point Clouds Chu-Hsing Lin Changjian Li Yuan Liu Nenglun Chen Yi-King Choi Wenping Wang 3DPC 28 49 0 01 Dec 2020
Classification by Attention: Scene Graph Classification with Prior Knowledge Sahand Sharifzadeh Sina Moayed Baharlou Volker Tresp OCL 22 50 0 19 Nov 2020
Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao Guohua Yang Dawei Zhang J. Tao Feihu Che Tong Liu 32 83 0 16 Nov 2020
On the Transferability of VAE Embeddings using Relational Knowledge with Semi-Supervision Harald Stromfelt Luke Dickens Artur Garcez A. Russo DRL 19 2 0 13 Nov 2020
Discovering alignment relations with Graph Convolutional Networks: a biomedical case study Pierre Monnin Chedy Raïssi A. Napoli Adrien Coulet GNN 23 12 0 11 Nov 2020
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation Eda Bayram Alberto García-Durán Robert West 34 13 0 10 Nov 2020
Artificial Intelligence Decision Support for Medical Triage Chiara Marchiori D. Dykeman Ivan Girardi Adam Ivankay Kevin Thandiackal M. Zusag Andrea Giovannini Daniel Karpati H. Saenz 28 9 0 09 Nov 2020
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 22 132 0 06 Nov 2020
Domain-specific Knowledge Graphs: A survey Bilal Abu-Salih 26 280 0 31 Oct 2020
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning Muhan Zhang Pan Li Yinglong Xia Kai Wang Long Jin 21 186 0 30 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 24 5 0 26 Oct 2020
Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen BDL 27 6 0 24 Oct 2020
One-shot Learning for Temporal Knowledge Graphs Mehrnoosh Mirtaheri Mohammad Rostami Xiang Ren Fred Morstatter Aram Galstyan 37 22 0 23 Oct 2020
Line Graph Neural Networks for Link Prediction Lei Cai Jundong Li Jie Wang Shuiwang Ji GNN 151 195 0 20 Oct 2020
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Shuaiyi Nie Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 120 114 0 19 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 19 109 0 07 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 48 226 0 30 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 40 125 0 24 Sep 2020
A Comparative Study on Structural and Semantic Properties of Sentence Embeddings Alexander Kalinowski Yuan An 3DV 8 1 0 23 Sep 2020
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs Susheel Suresh Jennifer Neville 7 5 0 22 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 26 114 0 16 Sep 2020
Semantic Relations and Deep Learning Vivi Nastase Stan Szpakowicz GNN 17 0 0 11 Sep 2020
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs Gilles Vandewiele Bram Steenwinckel P. Bonte Michael Weyns Heiko Paulheim Petar Ristoski F. Turck F. Ongenae 24 17 0 09 Sep 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 22 47 0 06 Sep 2020
Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems G. Polleti Douglas Luan de Souza Fabio Gagliardi Cozman 24 1 0 03 Sep 2020
A comparative study of similarity-based and GNN-based link prediction approaches K. Islam Sabeur Aridhi Malika Smaïl-Tabbone 25 10 0 20 Aug 2020
Efficient Knowledge Graph Validation via Cross-Graph Representation Learning Yaqing Wang Fenglong Ma Jing Gao SLR 6 14 0 16 Aug 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
Graph signal processing for machine learning: A review and new perspectives Xiaowen Dong D. Thanou Laura Toni M. Bronstein P. Frossard 26 156 0 31 Jul 2020
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann 39 142 0 28 Jul 2020
WordCraft: An Environment for Benchmarking Commonsense Agents Minqi Jiang Jelena Luketina Nantas Nardelli Pasquale Minervini Philip Torr Shimon Whiteson Tim Rocktaschel LLMAG OffRL 22 22 0 17 Jul 2020
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 11 74 0 08 Jul 2020
Graph Neural Networks with Continual Learning for Fake News Detection from Social Media Yi Han S. Karunasekera C. Leckie GNN 29 111 0 07 Jul 2020
Mobile Link Prediction: Automated Creation and Crowd-sourced Validation of Knowledge Graphs M. Ballandies Evangelos Pournaras HAI 25 8 0 30 Jun 2020
Background Knowledge Injection for Interpretable Sequence Classification S. Gsponer Luca Costabello Chan Le Van Sumit Pai Christophe Guéret Georgiana Ifrim Freddy Lecue 12 1 0 25 Jun 2020
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann 11 123 0 23 Jun 2020