Ngoc-Thanh Le

Orcid: 0000-0002-2180-4222

Affiliations:
  • Faculty of Information Technology, University of Science, Ho Chi Minh City, Vietnam
  • Vietnam National University, Ho Chi Minh City, Vietnam


According to our database1, Ngoc-Thanh Le authored at least 29 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Segmentation of hard exudate lesions in color fundus image using two-stage CNN-based methods.
Expert Syst. Appl., 2024

2023
Generating relation-specific weights for ConvKB using a HyperNetwork architecture.
Appl. Intell., September, 2023

Knowledge graph embedding by projection and rotation on hyperplanes for link prediction.
Appl. Intell., May, 2023

Knowledge graph embedding with the special orthogonal group in quaternion space for link prediction.
Knowl. Based Syst., April, 2023

Knowledge graph embedding by relational rotation and complex convolution for link prediction.
Expert Syst. Appl., 2023

MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

TouriER: Temporal Knowledge Graph Completion by Leveraging Fourier Transforms.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2023

MEP: A Comprehensive Medicines Extraction System on Prescriptions.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

FouriER: Link Prediction by Mixing Tokens with Fourier-enhanced MetaFormer.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022
Integrating Quaternion Graph Convolutional Networks with Tucker Decomposition for Link Prediction on Knowledge Graphs.
Proceedings of the Knowledge Science, Engineering and Management, 2022

ACRM: Integrating Adaptive Convolution with Recalibration Mechanism for Link Prediction.
Proceedings of the Knowledge Science, Engineering and Management, 2022

Developing a Student Monitoring System for Online Classrooms Based on Face Recognition Approaches.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Medical Prescription Recognition Using Heuristic Clustering and Similarity Search.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Tracking Student Attendance in Virtual Classes Based on MTCNN and FaceNet.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Mixed Multi-relational Representation Learning for Low-Dimensional Knowledge Graph Embedding.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Embedding and Integrating Literals to the HypER Model for Link Prediction on Knowledge Graphs.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

A Novel Integrating Approach Between Graph Neural Network and Complex Representation for Link Prediction in Knowledge Graph.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

Embedding Model with Attention over Convolution Kernels and Dynamic Mapping Matrix for Link Prediction.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
A Wireless Passive Capacitively Coupled Contactless Conductivity Detection (WPC4D) for Microfluidic Flow Monitoring.
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

Severity Assessment of Facial Acne.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Developing a Prescription Recognition System Based on CRAFT and Tesseract.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Negative Sampling for Knowledge Graph Completion Based on Generative Adversarial Network.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Learning Embedding for Knowledge Graph Completion with Hypernetwork.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

RotatHS: Rotation Embedding on the Hyperplane with Soft Constraints for Link Prediction on Knowledge Graph.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Link Prediction on Knowledge Graph by Rotation Embedding on the Hyperplane in the Complex Vector Space.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

A Linear, Pixel-specific Color Normalization Algorithm for Hematology Imaging.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Feature learning for representing sparse networks based on random walks.
Intell. Data Anal., 2020

Building Filters for Vietnamese Chatbot Responses.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020

Defect-Resilient Memristor Crossbar of Hierarchical Temporal Memory (HTM) Spatial Pooling for Near-IoT-Sensor Cognitive Computing.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020


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