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Article
Clustering-based multi-featured self-supervised learning for human activities and video retrieval
Human-centric content-based video retrieval has emerged as a prominent area of research due to its diverse applications. However, this task presents several inherent challenges, including end-to-end image clas...
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Article
Gaussian mixture model with local consistency: a hierarchical minimum message length-based approach
Gaussian mixture model (GMM) is widely used in many domains, e.g. data mining. The unsupervised learning of the finite mixture (ULFM) model based on the minimum message length (MML) criterion for mixtures enab...
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Article
learning anomalous human actions using frames of interest and decoderless deep embedded clustering
Inconsistent data and unclear labels make it difficult to learn anomalous behavior from video. Therefore, methods based on deep clustering are now trending in this area. A deep clustering strategy usually reli...
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Article
Hybrid two-stream dynamic CNN for view adaptive human action recognition using ensemble learning
Human actions are sequential, and structured patterns of the body parts and their movements. In this paper, we present a hybrid two-stream convolutional neural network (H2SCNN) for the recognition of actions f...
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Article
Open AccessA deep learning method for lincRNA detection using auto-encoder algorithm
RNA sequencing technique (RNA-seq) enables scientists to develop novel data-driven methods for discovering more unidentified lincRNAs. Meantime, knowledge-based technologies are experiencing a potential revolu...
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Chapter and Conference Paper
Evaluating the Impact of Encoding Schemes on Deep Auto-Encoders for DNA Annotation
Deep Neural Networks show their promise over traditional neural network on DNA genomic analysis. However, due to the uncertainty of DNA sequence data, it performs differently in various encoding schemes. In th...
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Chapter and Conference Paper
Predicting MicroRNA-Disease Associations by Random Walking on Multiple Networks
MicroRNA refers to a set of small non-coding RNA which plays important roles in regulating specific mRNA targets and suppressing their expression. Previous researches have verified that the deregulations of mi...
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Chapter and Conference Paper
A Low-Complexity Tag Number Estimate in EFSA Protocol for RFID Tag Anti-collision
In many RFID applications, readers need repeatedly identify tags that have been identified in a previous cycle of identification. Some anti-collision protocols, such as efficient framed slotted aloha (EFSA) pr...
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Article
Location of the protein ofRSG6, a predominantly expressed gene in rice sperm cells
Using Western blot and immunohistochemistry analysis, here the localization ofRSG6 protein was determined in various tissues of rice. Western blot showed only a weak signal in mature pollen. Nevertheless, accordi...
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Article
Cloning and expression of a new Tibetan hulless barley (Hordeum vulgare) β-1,3-glucanase gene
A new full-length β-1,3-glucanase cDNA was obtained by RT-PCR and RACE techniques from Tibet hulless barley and its complete gene sequence obtained by DNA Walking. Sequence alignment with the BLAST program sho...
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Article
RAPD markers in diversity detection and variety identification of Tibetan hulless barley
RAPD markers were generated from 6 groups of Tibetan hulless barley (23 varieties): Lasagoumang, QB, Zangqing, Guoluo, Dongqing, and Hymalayia. Of the 48 fragments generated by 5 selected primers (among 68 pri...
