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Article
A decomposition-based multi-objective evolutionary algorithm with Q-learning for adaptive operator selection
In the past few decades, many multi-objective evolution algorithms (MOEAs) have been proposed, often emphasizing a single crossover operator, which has a significant impact on the algorithm’s performance. This...
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Article
Large-scale Fabrication of Snake-skin-inspired Protective Composite Textiles
Inspired by the overlap** structure of snake scales, a reinforced scale-like knitted fabric (R-SLKF) was created in this work. To achieve this, short carbon fibers in an epoxy resin (ER) matrix were incorpor...
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Article
Open AccessGenome-wide systematic survey and analysis of the RNA helicase gene family and their response to abiotic stress in sweetpotato
Sweetpotato (Ipomoea batatas (L.) Lam.) holds a crucial position as one of the staple foods globally, however, its yields are frequently impacted by environmental stresses. In the realm of plant evolution and the...
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Article
Open AccessSystematic identification and expression analysis of bHLH gene family reveal their relevance to abiotic stress response and anthocyanin biosynthesis in sweetpotato
bHLH transcription factors play significant roles in regulating plant growth and development, stress response, and anthocyanin biosynthesis. Sweetpotato is a pivotal food and industry crop, but little informat...
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Article
A sexual role in regulation of the assembly of bacterial and arbuscular mycorrhizal fungal communities
Dioecious species appear to be sexually dimorphic and they present as result distinct responses to environmental settings. However, how and to what extent dioecious plants shape microbiota to their own benefit...
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Article
Open AccessCucumber mosaic virus-induced gene and microRNA silencing in water dropwort (Oenanthe javanica (Blume) DC)
Water dropwort (Oenanthe javanica (Blume) DC), an aquatic perennial plant from the Apiaceae family, rich in dietary fibert, vitamins, and minerals. It usually grows in wet soils and water. Despite accumulating th...
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Article
First report of cucumber mosaic virus infecting water dropwort (Oenanthe javanica (Blume) D.C) in Jiangsu province in China
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Article
Deep reinforcement learning for fault-tolerant workflow scheduling in cloud environment
Cloud computing is widely used in various fields, which can provide sufficient computing resources to address users’ demands (workflows) quickly and effectively. However, resource failure is inevitable, and a ...
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Article
Open AccessTemporal and spatial assembly of inner ear hair cell ankle link condensate through phase separation
Stereocilia are actin-based cell protrusions of inner ear hair cells and are indispensable for mechanotransduction. Ankle links connect the ankle region of develo** stereocilia, playing an essential role in ...
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Article
Open AccessCorrection: A systematical genome-wide analysis and screening of WRKY transcription factor family engaged in abiotic stress response in sweetpotato
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Chapter and Conference Paper
Unsupervised Vehicle Re-Identification via Raw UAV Videos
For matching vehicles across different camera views, vehicle Re-Identification has made great progress in supervised learning. However, supervised approach would require extensive manual labeling which is cost...
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Article
Open AccessA systematical genome-wide analysis and screening of WRKY transcription factor family engaged in abiotic stress response in sweetpotato
WRKY transcription factors play pivotal roles in regulating plant multiple abiotic stress tolerance, however, a genome-wide systematical analysis of WRKY genes in sweetpotato is still missing.
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Article
Sex Differences of Cerebellum and Cerebrum: Evidence from Graph Convolutional Network
This work aims to exploit a novel graph neural network to predict the sex of the brain topological network, and to find the sex differences in the cerebrum and cerebellum. A two-branch multi-scale graph convol...
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Article
Open AccessGenome-wide survey and expression analysis of GRAS transcription factor family in sweetpotato provides insights into their potential roles in stress response
The plant-specific GRAS transcription factors play pivotal roles in various adverse environmental conditions. Numerous GRAS genes have been explored and characterized in different plants, however, comprehensiv...
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Chapter and Conference Paper
Implementation and Application of NSGA-III Improved Algorithm in Multi-objective Environment
Recently, the development of evolutionary multi-objective optimization (EMO) algorithm to deal with multi-objective optimization problems (with four or more objectives) has gradually become a hot spot. NSGA-II...
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Chapter and Conference Paper
Fault-Tolerant Scheme of Cloud Task Allocation Based on Deep Reinforcement Learning
Due to the fact that the resource is prone to be wrong during tasks execution in cloud, which leads to failed tasks, in view of the recent research, the Primary-Backup model (PB model) is mostly used to deal w...
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Chapter and Conference Paper
Edge Computing Energy-Efficient Resource Scheduling Based on Deep Reinforcement Learning and Imitation Learning
Task scheduling is one of the key technologies in edge computing. End devices can significantly improve the quality of service by offloading some latency-sensitive tasks to edge servers, but a large amount of ...
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Chapter and Conference Paper
Multi-workflow Scheduling Based on Implicit Information Transmission in Cloud Computing Environment
In the current cloud computing environment, task scheduling and resource allocation are the key and difficult points in the performance improvement. However, there are numerous problems of workflow, such as Mo...
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Article
Workflow scheduling based on deep reinforcement learning in the cloud environment
As a convenient and economic computing model, cloud computing promotes the development of intelligence. Solving the workflow scheduling is a significant topic to promote the development of the cloud computing....
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Article
A hybrid many-objective competitive swarm optimization algorithm for large-scale multirobot task allocation problem
Large-scale multi-robot task allocation (MRTA) problem is an important part of intelligent logistics scheduling. And the load capacity of robot and picking station are important factors affecting the MRTA prob...
