Yikun Huang
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View article: A review of visual perception technology for intelligent fruit harvesting robots
A review of visual perception technology for intelligent fruit harvesting robots Open
With the development of smart agriculture, fruit picking robots have attracted widespread attention as one of the key technologies to improve agricultural productivity. Visual perception technology plays a crucial role in fruit picking rob…
View article: Achieving High Nitrogen Removal Rates in Partial Nitritation/Anammox System Treating Low-Ammonia Wastewater by Optimizing Microbial Growth Environments Via Sludge Settling-Driven Spatial Segregation
Achieving High Nitrogen Removal Rates in Partial Nitritation/Anammox System Treating Low-Ammonia Wastewater by Optimizing Microbial Growth Environments Via Sludge Settling-Driven Spatial Segregation Open
View article: The de novo design and synthesis of yeast chromosome XIII facilitates investigations on aging
The de novo design and synthesis of yeast chromosome XIII facilitates investigations on aging Open
View article: Strategy to mitigate substrate inhibition in wastewater treatment systems
Strategy to mitigate substrate inhibition in wastewater treatment systems Open
View article: Integrating Sensor Ontologies with Niching Multi-Objective Particle Swarm Optimization Algorithm
Integrating Sensor Ontologies with Niching Multi-Objective Particle Swarm Optimization Algorithm Open
Sensor ontology provides a standardized semantic representation for information sharing between sensor devices. However, due to the varied descriptions of sensor devices at the semantic level by designers in different fields, data exchange…
View article: Knee Solution-Driven, Decomposition-Dased Multi-Objective Particle Swarm Optimization for Ontology Meta-Matching
Knee Solution-Driven, Decomposition-Dased Multi-Objective Particle Swarm Optimization for Ontology Meta-Matching Open
As the latest information exchange model, ontology is favored by information systems, but the heterogeneity of ontology has seriously influenced the interaction and cooperation between these systems. Ontology matching is considered an effe…
View article: A Predictive Model for Determining the Nitrite Concentration in the Effluent of an Anammox Reactor Using Ensemble Regression Tree Algorithm
A Predictive Model for Determining the Nitrite Concentration in the Effluent of an Anammox Reactor Using Ensemble Regression Tree Algorithm Open
View article: Achieving Transformation from Denitrifying Biofilter to Partial Denitrification/ Anammox Biofilter Through Self-Enrichment of Anammox Bacteria
Achieving Transformation from Denitrifying Biofilter to Partial Denitrification/ Anammox Biofilter Through Self-Enrichment of Anammox Bacteria Open
View article: Screening and Characterization of Aging Regulators Using Synthesized Yeast Chromosome <i>XIII</i>
Screening and Characterization of Aging Regulators Using Synthesized Yeast Chromosome <i>XIII</i> Open
View article: Mutual-Supervised Federated Learning and Blockchain-Based IoT Data Sharing
Mutual-Supervised Federated Learning and Blockchain-Based IoT Data Sharing Open
Due to the decentralized, tamper-proof, and auditable properties of blockchain, more and more scholars and researchers are studying the application of blockchain technology in IoT data sharing. Federated learning is an effective way to ena…
View article: Privacy-Enhanced Data Fusion for Federated Learning Empowered Internet of Things
Privacy-Enhanced Data Fusion for Federated Learning Empowered Internet of Things Open
IoT sensors have already penetrated into extremely broad fields such as industrial production, smart home, environmental protection, medical diagnosis, and bioengineering. Although efficient data fusion helps improve the quality of intelli…
View article: Solving Ontology Metamatching Problem through Improved Multiobjective Particle Swarm Optimization Algorithm
Solving Ontology Metamatching Problem through Improved Multiobjective Particle Swarm Optimization Algorithm Open
In recent years, knowledge representation in the Artificial Intelligence (AI) domain is able to help people understand the semantics of data and improve the interoperability between diverse knowledge‐based applications. Semantic Web (SW), …
View article: Anomaly Detection and Restoration for AIS Raw Data
Anomaly Detection and Restoration for AIS Raw Data Open
With the wide application of location detection sensors in maritime surveillance, a large amount of raw automatic identification system (AIS) data is produced by many moving ships. Anomaly detection and restoration of the big AIS data are …
View article: Automated Identification of Skull Fractures With Deep Learning: A Comparison Between Object Detection and Segmentation Approach
Automated Identification of Skull Fractures With Deep Learning: A Comparison Between Object Detection and Segmentation Approach Open
Objective: Skull fractures caused by head trauma can lead to life-threatening complications. Hence, timely and accurate identification of fractures is of great importance. Therefore, this study aims to develop a deep learning system for au…
View article: Micro Expression Recognition via Dual-Stream Spatiotemporal Attention Network
Micro Expression Recognition via Dual-Stream Spatiotemporal Attention Network Open
Microexpression can manifest the real mood of humans, which has been widely concerned in clinical diagnosis and depression analysis. To solve the problem of missing discriminative spatiotemporal features in a small data set caused by the s…
View article: Matching Transportation Ontologies with Word2Vec and Alignment Extraction Algorithm
Matching Transportation Ontologies with Word2Vec and Alignment Extraction Algorithm Open
The development of intelligent transportation systems (ITSs) faces the challenge of integrating data from multiple unrelated sources. As one of the core technologies of knowledge integration in ITS, an ontology typically provides a normati…
View article: Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST
Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST Open
Unlike areas such as computer vision and speech recognition where convolutional and recurrent neural networks-based approaches have proven effective to the nature of the respective areas of application, deep learning (DL) still lacks a gen…
View article: Sensor Ontology Metamatching with Heterogeneity Measures
Sensor Ontology Metamatching with Heterogeneity Measures Open
The heterogeneity problem among different sensor ontologies hinders the interaction of information. Ontology matching is an effective method to address this problem by determining the heterogeneous concept pairs. In the matching process, t…
View article: Semantic Integration of Sensor Knowledge on Artificial Internet of Things
Semantic Integration of Sensor Knowledge on Artificial Internet of Things Open
Artificial Internet of Things (AIoT) integrates Artificial Intelligence (AI) with the Internet of Things (IoT) to create the sensor network that can communicate and process data. To implement the communications and co-operations among inte…
View article: Optimizing Ontology Alignment through Improved NSGA-II
Optimizing Ontology Alignment through Improved NSGA-II Open
Over the past decades, a large number of complex optimization problems have been widely addressed through multiobjective evolutionary algorithms (MOEAs), and the knee solutions of the Pareto front (PF) are most likely to be fitting for the…
View article: Interactive Cross-Lingual Ontology Matching
Interactive Cross-Lingual Ontology Matching Open
Recently, with the growing number of ontologies defined in different languages, to bridge the semantic gaps between them, it is necessary to identify the correspondences between their heterogeneous entities, so-called cross-lingual ontolog…