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1422
ZenLDA: Large-Scale Topic Model Training on Distributed Data-Parallel Platform
Published 2018-03-01Get full text
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1423
Hybrid Recommender System for Tourism Based on Big Data and AI: A Conceptual Framework
Published 2021-03-01Get full text
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1424
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1425
The Scalable Detection and Resolution of Data Clumps Using a Modular Pipeline with ChatGPT
Published 2025-02-01“…Data clumps refer to clusters of code that are often repeated and should ideally be refactored to improve code quality. …”
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1426
Graph-Based Prediction of Spatio-Temporal Vaccine Hesitancy From Insurance Claims Data
Published 2025-01-01“…We find that hesitancy data for only 18% of ZIP Codes selected by active learning allows us to forecast hesitancy for all the ZIP Codes in the Virginia.…”
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1427
Real-time analysis of Delphi panel data to facilitate iterative rating within meetings
Published 2025-07-01“…Abstract Objective The Modified Delphi panel process involves iterative ratings, often with lengthy lags between rounds to allow time for data analysis. We sought to develop, implement, and evaluate an approach for real-time data analysis and presentation to complete multiple rounds of ratings in a single panel meeting. …”
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1428
Integrating RS data with fuzzy decision systems for innovative crop water needs assessment
Published 2025-02-01Get full text
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1429
A Multipath Routing Approach for Secure and Reliable Data Delivery in Wireless Sensor Networks
Published 2013-03-01“…Our approach uses node-disjoint routing and the selection mechanism of these paths depends on different application requirements in terms of security. The original data message is split into packets that are coded using Reed-Solomon (RS) codes and, to provide diverse levels of security, different number of fragments is encrypted related to the requested security level before being transmitted along independent node-disjoint paths. …”
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1430
Unravelling the Evolution of Neurodegenerative Disease Mortality: Insights from 50 Years of Belgian Data
Published 2024-11-01Get full text
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1431
Initial data analysis for longitudinal studies to build a solid foundation for reproducible analysis.
Published 2024-01-01“…With our checklist and reproducible R code we provide data analysts a framework to work with longitudinal data in an informed way, enhancing the reproducibility and validity of their work.…”
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1432
Predictive interpretable analytics models for forecasting healthcare costs using open healthcare data
Published 2024-12-01“…This first requires medical pricing data to be made available publicly. Since the raw pricing data can be large and cover multiple conditions, it is necessary to provide an engine to process the data to facilitate its usage and understanding. …”
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1433
Investigation of 0+ states in 228Th via two-neutron transfer: experimental data
Published 2013-12-01Get full text
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1434
Antiseizure medication prescribing in people with Dravet syndrome: An analysis of real‐time administrative data
Published 2025-02-01“…We analyzed the TriNetX Network, a real‐time electronic health record‐based dataset linked to prescription data encompassing all 50 states of the U.S. After identifying patients with health care encounters for DS in 2021 and 2022 (via ICD‐10 codes), we examined ASM prescribing in the year following a DS claim: 2022 and 2023, respectively. …”
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1435
Nationwide rates of limited fasciectomy for Dupuytren’s contracture: data from the Finnish National Registry
Published 2025-03-01“…All adult patients with a diagnosis code of M72.0 for DC and a surgical procedure code of NDM10 for LF were included in this study. …”
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1436
A Pilot Study for the CSST Slitless Spectroscopic Quasar Survey Based on Mock Data
Published 2025-01-01“…In this paper, we present a pipeline to identify quasars and measure their physical properties with the CSST mock data. We simulate the raw images and extract the one-dimensional grism spectra for quasars, galaxies, and stars with r -band magnitudes of 18 < m _r < 22 using the CSST Cycle 6 simulation code ( https://csst-tb.bao.ac.cn/code/csst_sim/csst-simulation ). …”
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1437
A Fundamental Statistics Self-Learning Method with Python Programming for Data Science Implementations
Published 2025-07-01“…The increasing demand for data-driven decision making to maintain the innovations and competitiveness of organizations highlights the need for data science educations across academia and industry. …”
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1438
Comparing Claims Data to Stroke and Bleeding in the NCDR Left Atrial Appendage Occlusion Registry
Published 2025-08-01“…Objectives: This study aimed to compare stroke and bleeding events in the National Cardiovascular Data Registry LAAO Registry with claims data. Methods: LAAO Registry data for patients aged ≥65 years were linked to 2016 to 2021 Medicare claims. …”
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1439
Evaluating the completeness of electronic health records in dental education: a big data study
Published 2025-06-01“…Effect sizes are presented by comparing students to all other provider types.ResultsOverall, the data showed high completeness in demographic variables (97.6%-99.9% for age, gender, and zip code) among the total sample of 543,363 patient visits. …”
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Empowering Paperless Workflows: Networked UDC-Based EDMS for Enhanced Efficiency and Data Security
Published 2024-12-01“…It prevents data duplication and loss, organizes information through historical tracking, and utilizes digital filtering. …”
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