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Autoencoders with shared and specific embeddings for multi-omics data integration
Published 2025-08-01“…Results In this study we propose a novel autoencoder (AE) structure with explicitly defined orthogonal loss between the shared and specific embeddings to integrate different data sources. …”
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Using Vector Databases for the Selection of Related Occupations: An Empirical Evaluation Using O*NET
Published 2025-07-01Get full text
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DA-YOLOv7: A Deep Learning-Driven High-Performance Underwater Sonar Image Target Recognition Model
Published 2024-09-01“…New modules such as the Omni-Directional Convolution Channel Prior Convolutional Attention Efficient Layer Aggregation Network (OA-ELAN), Spatial Pyramid Pooling Channel Shuffling and Pixel-level Convolution Bilat-eral-branch Transformer (SPPCSPCBiFormer), and Ghost-Shuffle Convolution Enhanced Layer Aggregation Network-High performance (G-ELAN-H) are central to its design, which reduce the computational burden and enhance the accuracy in detecting small targets and capturing local features and crucial information. …”
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Mastering The Art of Speaking: Enhancing Grade 11 Students’ Speaking Skill Through Speakup Scaffold
Published 2025-06-01Get full text
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Lexicon-enhanced transformer with spatial-aware integration for Chinese named entity recognition
Published 2025-07-01“…Compared to previous state-of-the-art models, it achieves comparable or better performance.…”
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Shuffled Frog-Leaping Algorithm Metaheuristic for Extractive Single- Document Summarization
Published 2024-12-01“… Due to the increasing amount of information available on the Internet, it is important for users to have a summary containing the most important ideas from the documents they find, in order to quickly identify which ones to read. …”
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How lived experiences of illness trajectories, burdens of treatment, and social inequalities shape service user and caregiver participation in health and social care: a theory-info...
Published 2025-06-01“…See the NIHR Funding and Awards website for further award information.…”
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Investigating the knowledge attitude and practice of evidence based medicine education in Sudanese medical students: a cross sectional study
Published 2025-07-01“…Abstract Background Evidence-based medicine (EBM) is “the conscientious, explicit, and judicious use of the current best evidence in making decisions about the care of individual patients. …”
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Identity Hides in Darkness: Learning Feature Discovery Transformer for Nighttime Person Re-Identification
Published 2025-01-01“…To this end, we propose a novel nighttime person Re-ID method, termed Feature Discovery Transformer (FDT), explicitly capturing the pedestrian identity information hidden in darkness at night. …”
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Feature dependence graph based source code loophole detection method
Published 2023-01-01“…Given the problem that the existing source code loophole detection methods did not explicitly maintain the semantic information related to the loophole in the source code, which led to the difficulty of feature extraction of loo-phole statements and the high false positive rate of loophole detection, a source code loophole detection method based on feature dependency graph was proposed.First, extracted the candidate loophole statements in the function slice, and gen-erated the feature dependency graph by analyzing the control dependency chain and data dependency chain of the candi-date loophole statements.Secondly, the word vector model was used to generate the initial node representation vector of the feature dependency graph.Finally, a loophole detection neural network oriented to feature dependence graph was constructed, in which the graph learning network learned the heterogeneous neighbor node information of the feature de-pendency graph and the detection network extracted global features and performed loophole detection.The experimental results show that the recall rate and F1 score of the proposed method are improved by 1.50%~22.32% and 1.86%~16.69% respectively, which is superior to the existing method.…”
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Feature dependence graph based source code loophole detection method
Published 2023-01-01“…Given the problem that the existing source code loophole detection methods did not explicitly maintain the semantic information related to the loophole in the source code, which led to the difficulty of feature extraction of loo-phole statements and the high false positive rate of loophole detection, a source code loophole detection method based on feature dependency graph was proposed.First, extracted the candidate loophole statements in the function slice, and gen-erated the feature dependency graph by analyzing the control dependency chain and data dependency chain of the candi-date loophole statements.Secondly, the word vector model was used to generate the initial node representation vector of the feature dependency graph.Finally, a loophole detection neural network oriented to feature dependence graph was constructed, in which the graph learning network learned the heterogeneous neighbor node information of the feature de-pendency graph and the detection network extracted global features and performed loophole detection.The experimental results show that the recall rate and F1 score of the proposed method are improved by 1.50%~22.32% and 1.86%~16.69% respectively, which is superior to the existing method.…”
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The influence of a vegan diet on body composition, performance and the menstrual cycle in young, recreationally trained women– a 12-week controlled trial
Published 2024-12-01“…The training habits were not explicitly specified, but should not be changed over the entire period. …”
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Interpreting Covid-19 Tests and the Uncertainty by Bayesian Methodology
Published 2025-06-01“…Employing Bayesian simulations for posterior predictive values can reduce diagnostic errors and improve public health outcomes by upgrading the performance of RATs and explicitly propagating posterior uncertainty in clinical diagnosis, as described in this study.…”
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Multi-pulse Fourier codes for bit transmission at the quantum limit
Published 2025-01-01“…Bit-transmission can be enhanced by the use of quantum detection techniques, realizing a joint-detection receiver (JDR) that is able to decode transmitted signals via a collective operation and achieve the Holevo channel capacity. Explicit JDR designs proposed so far employ the Hadamard or Fourier transform to perform a phase-to-intensity translation of the information encoding, effectively falling in the class of on-off-keying (OOK) modulation techniques; they improve over classical decoders but fall short of the Holevo capacity, particularly at large signal mean photon number $n\gtrsim1$ . …”
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Estimation of genetic admixture proportions via haplotypes
Published 2024-12-01“…The present paper explores the option of explicitly incorporating haplotypes in ancestry estimation. …”
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MHOE-DETR: A Ship Detection Method for Small and Fuzzy Targets Based on Satellite Remote Sensing Image Data
Published 2025-01-01“…In order to address these issues, we propose the following solutions. A hybrid explicit spatial prior MH-Net network based on Manhattan distance is designed. …”
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