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Improving Diabetes Prediction by Selecting Optimal K and Distance Measures in KNN Classifier
Published 2024-09-01“…By using and analyzing the Indian Diabetes PIMA dataset, this study seeks to discover the extent to which different parameters, especially the optimal value of K and distance metrics, affect the performance of the classifier. …”
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3523
A Time-Aware CNN-Based Personalized Recommender System
Published 2019-01-01“…The experimental results on the MovieLens-1m real dataset show that the proposed TC-PR can effectively solve the cold-start problem and greatly improve the speed of data processing and the accuracy of recommendation.…”
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3524
A metal-trap tests and refines blueprints to engineer cellular protein metalation with different elements
Published 2025-01-01Get full text
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3525
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3526
Human-like face pareidolia emerges in deep neural networks optimized for face and object recognition.
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3527
DRCCT: Enhancing Diabetic Retinopathy Classification with a Compact Convolutional Transformer
Published 2025-01-01“…On a newly evaluated dataset, the model attained precision and recall scores of 96.93% and 98.89%, respectively, indicating a well-balanced handling of false positives and false negatives. …”
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3528
A Follow-Up Risk Identification Model Based on Multi-Source Information Fusion
Published 2025-01-01“…Using the SHRP2 natural driving dataset, this paper constructs a car-following risk identification model in two stages. …”
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3529
Answer Distillation Network With Bi-Text-Image Attention for Medical Visual Question Answering
Published 2025-01-01“…Results prove that our model can efficiently compress the answer space of open-ended tasks, improve the answer accuracy, and provide new state-of-the-art performance on the VQA-RAD dataset.…”
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3530
Research on temperature detection method of liquor distilling pot feeding operation based on a compressed algorithm
Published 2024-06-01“…At the same time, in order to effectively reduce the occupancy of the computational resources and improve the deployment performance, this study established infrared image dataset of fermented grains surface, and fused the YOLO v5n and the knowledge distillation and the model pruning algorithms, and an lightweight method YOLO v5ns-DP was proposed as as a model for detecting temperature changes in the surface layer of fermented grains during the process of feeding the distilling. …”
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3531
Extraction of Psychological Effects of COVID-19 Pandemic through Topic-Level Sentiment Dynamics
Published 2022-01-01“…In this study, the Quarantine Life dataset of thousand tweets is based on #Quarantine, #Quarantine Days, #Quarantine Life, #My Pandemic Plan, and #Quarantine and Chill from January to September 2020 has been collected from Twitter. …”
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3532
Accelerated failure model with empirical analysis and application to colon cancer data: Testing and validation
Published 2025-02-01“…This new AFT model contributes to the repertoire of tools/models for analyzing survival datasets and offers an advantageous hazard-based regression approach.…”
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3533
A New Class of Heavy-Tailed Distributions: Modeling and Simulating Actuarial Measures
Published 2021-01-01“…Finally, an application to the insurance loss dataset is analyzed, which revealed that the proposed distribution is a superior model among the competitors and could potentially be very adequate in describing and modeling actuarial and financial data.…”
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3534
Unexpected events trigger task-independent signaling in VIP and excitatory neurons of mouse visual cortex
Published 2025-02-01“…To test this hypothesis, we analyzed the Allen Institute Visual Behavior dataset, in which mice viewed repeated familiar images and unexpected omissions of these images, while two-photon calcium imaging was performed from distinct cell types across primary and higher-order visual areas. …”
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3535
Sparse Representation-Based LDCT Image Quality Assessment Using the JND Model
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3536
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3537
Information Processing Biases and Attachment Styles in Adolescents with Dissociative Disorders
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3538
SEC-MX: an approach to systematically study the interplay between protein assembly states and phosphorylation
Published 2025-01-01“…Conducting SEC-MX on HEK293 and HCT116 cells, we generate a proof-of-concept dataset, mapping thousands of phosphopeptides and their assembly states. …”
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The real-world safety of Ofatumumab: a pharmacovigilance analysis based on the FDA adverse event reporting system
Published 2025-01-01“…With the escalating clinical application of Ofatumumab, comprehending its safety profile within actual healthcare environments is of considerable importance.MethodsThis study compiled a dataset derived from the FAERS database, which included real-world safety data on Ofatumumab from Q4 2009 to Q2 2024. …”
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