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Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade

Scientometrics, 2021, Vol.126 (9), p.8129-8151

2021

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Correntropy-Based Constructive One Hidden Layer Neural Network

Algorithms, 2024-01, Vol.17 (1), p.49

2024

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3D Learning and Reasoning in Link Prediction Over Knowledge Graphs

IEEE access, 2020, Vol.8, p.196459-196471

2020

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Language Model Guided Knowledge Graph Embeddings

IEEE access, 2022, Vol.10, p.76008-76020

2022

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Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain

IEEE access, 2021, Vol.9, p.116002-116014

2021

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Geometric Algebra Based Embeddings for Static and Temporal Knowledge Graph Completion

IEEE transactions on knowledge and data engineering, 2023-05, Vol.35 (5), p.4838-4851

2023

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LogicENN: A Neural Based Knowledge Graphs Embedding Model With Logical Rules

IEEE transactions on pattern analysis and machine intelligence, 2023-06, Vol.45 (6), p.7050-7062

2023

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Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding

The Semantic Web – ISWC 2020, p.654-671

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Trans4E: Link prediction on scholarly knowledge graphs

Neurocomputing (Amsterdam), 2021-10, Vol.461, p.530-542

2021

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Impact of Scientific Computing on Science and Society

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Universal Approximation by Using the Correntropy Objective Function

IEEE transaction on neural networks and learning systems, 2018-09, Vol.29 (9), p.4515-4521

2018

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A New Sparse Learning Machine

Neural processing letters, 2017-08, Vol.46 (1), p.15-28

2017

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Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion

The Semantic Web, p.253-269

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Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models

Advances in Knowledge Discovery and Data Mining, p.77-89

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Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them

The Semantic Web – ISWC 2020, p.438-455

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Embedding-Based Recommendations on Scholarly Knowledge Graphs

The Semantic Web, 2020, p.255-270

2020

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Cancer classification by correntropy-based sparse compact incremental learning machine

Gene reports, 2016-06, Vol.3, p.31-38

2016

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Pattern-Aware and Noise-Resilient Embedding Models

Advances in Information Retrieval, p.483-496

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Integrating Knowledge Graph Embeddings and Pre-trained Language Models in Hypercomplex Spaces

The Semantic Web – ISWC 2023, p.388-407

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Ultrahyperbolic Knowledge Graph Embeddings

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022, p.2130-2139

2022

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Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023, p.5228-5231

2023

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Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models

Proceedings of the ACM Web Conference 2023, 2023, p.2600-2610

2023

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Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings

2021 International Joint Conference on Neural Networks (IJCNN), 2021, p.1-8

2021

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Let the Margin SlidE± for Knowledge Graph Embeddings via a Correntropy Objective Function

2020 International Joint Conference on Neural Networks (IJCNN), 2020, p.1-9

2020

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Randomized Constructive Neural Network Based on Regularized Minimum Error Entropy

Impact of Scientific Computing on Science and Society, p.255-274

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Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade

Correntropy-Based Constructive One Hidden Layer Neural Network

3D Learning and Reasoning in Link Prediction Over Knowledge Graphs

Language Model Guided Knowledge Graph Embeddings

Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain

Geometric Algebra Based Embeddings for Static and Temporal Knowledge Graph Completion

LogicENN: A Neural Based Knowledge Graphs Embedding Model With Logical Rules

Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding

Trans4E: Link prediction on scholarly knowledge graphs

Impact of Scientific Computing on Science and Society

Universal Approximation by Using the Correntropy Objective Function

A New Sparse Learning Machine

Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion

Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models

Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them

Embedding-Based Recommendations on Scholarly Knowledge Graphs

Cancer classification by correntropy-based sparse compact incremental learning machine

Pattern-Aware and Noise-Resilient Embedding Models

Integrating Knowledge Graph Embeddings and Pre-trained Language Models in Hypercomplex Spaces

Ultrahyperbolic Knowledge Graph Embeddings

Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings

Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models

Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings

Let the Margin SlidE± for Knowledge Graph Embeddings via a Correntropy Objective Function

Randomized Constructive Neural Network Based on Regularized Minimum Error Entropy

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