Guangyao Pang
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View article: Graph transformer for link prediction on N-ary facts
Graph transformer for link prediction on N-ary facts Open
Hyper-relational knowledge graphs build upon traditional knowledge graphs to enhance the diversity and complexity of information representation. They achieve this by integrating multi-dimensional auxiliary information with standard triples…
View article: Rice-SVBDete: a detection algorithm for small vascular bundles in rice stem’s cross-sections
Rice-SVBDete: a detection algorithm for small vascular bundles in rice stem’s cross-sections Open
Introduction Vascular bundles play a vital role in the growth, development, and yield formation of rice. Accurate measurement of their structure and distribution is essential for improving rice breeding and cultivation strategies. However,…
View article: Maximum Butterfly Generators Search in Bipartite Networks
Maximum Butterfly Generators Search in Bipartite Networks Open
Bipartite graphs are widely used for modelling various real-world scenarios characterized with binary relations, such as, scholarly articles recommendation with author-paper relations, and product recommendation with user-product relations…
View article: Automatic Optical Path Alignment Method for Optical Biological Microscope
Automatic Optical Path Alignment Method for Optical Biological Microscope Open
A high-quality optical path alignment is essential for achieving superior image quality in optical biological microscope (OBM) systems. The traditional automatic alignment methods for OBMs rely heavily on complex masker-detection technique…
View article: A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification
A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification Open
Introduction Chinese Herbal Medicine (CHM), with its deep-rooted history and increasing global recognition, encounters significant challenges in automation for microscopic identification. These challenges stem from limitations in tradition…
View article: An Aesthetic-Driven Approach to Unsupervised Video Summarization
An Aesthetic-Driven Approach to Unsupervised Video Summarization Open
The aim of video summarization is to condense lengthy videos into shorter versions, making them more accessible for viewing. Typically, people can identify important shots within a video by using audiovisual cues and assessing the aestheti…
View article: Colour Variation Minimization Retinex Decomposition and Enhancement with a Multi-Branch Decomposition Network
Colour Variation Minimization Retinex Decomposition and Enhancement with a Multi-Branch Decomposition Network Open
This paper proposes a colour variation minimization retinex decomposition and enhancement with a multi-branch decomposition network (CvmD-net) to remove single image darkness. The network overcomes the problem that retinex deep learning mo…
View article: Aspect‐Level Sentiment Analysis Approach via BERT and Aspect Feature Location Model
Aspect‐Level Sentiment Analysis Approach via BERT and Aspect Feature Location Model Open
With the rapid development of Internet social platforms, buyer shows (such as comment text) have become an important basis for consumers to understand products and purchase decisions. The early sentiment analysis methods were mainly text‐l…
View article: Message from the SMMA-2020 Symposium Chairs ISPA-BDCloud-SocialCom-SustainCom 2020
Message from the SMMA-2020 Symposium Chairs ISPA-BDCloud-SocialCom-SustainCom 2020 Open
The goal of this symposium is to bring social computing researchers and practitioners together to have an important discussion about the theories and methodologies from multiple disciplines, such as computer science, big data, artificial i…
View article: Providing Appropriate Social Support to Prevention of Depression for Highly Anxious Sufferers
Providing Appropriate Social Support to Prevention of Depression for Highly Anxious Sufferers Open
This is the author accepted manuscript. The final version is available from the publisher via the DOI in this record