Integrating Large Language Models and Optimization in Semi- Structured Decision Making: Methodology and a Case Study by Gianpaolo Ghiani, Gianluca Solazzo, Gianluca Elia

“…Semi-structured decisions, which fall between highly structured and unstructured decision types, rely on human intuition and experience for the final choice, while using data and analytical models to generate tentative solutions. …”
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Advancing public health through Spatial Data Infrastructures: a review of global practices, governance and policy recommendations by Victor Mayowa Adeleye, Patrick Ashinze, Teslim Okeoyo, Veronica El Nabbout, Emmanuel Chileshe Phiri, Gargi Gautam, Collins Chukwunonso Ezea, Alhazan Amir Adebayo, Halima Ali, Ekemode Oluwadamilola Monsurat

Subjects: “…Spatial Data Structure (SDI)…”
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Crustal Velocity Models Retrieved from Surface Wave Dispersion Data for Gujarat Region, Western Peninsular India by Vishwa Joshi

“…In each cluster, dispersion data were measured station by station which collectively formed a dispersion data file for a nonlinear inversion through Genetic algorithm. …”
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Can Industrial Digitalization Boost a Consumption-Driven Economy? An Empirical Study Based on Provincial Data in China by Hanzi Chen, Yue Liu, Zirui Wang

“…The empirical test results indicate: first, industrial digitalization significantly promotes the development of a consumption-driven economy, mainly reflected in the improvement of economic foundation and consumption levels, but shows no significant effect on improving the consumption structure. Second, mechanism analysis results show that industrial digitalization can promote the development of a consumption-driven economy by fostering innovation and advancing the industrial structure. …”
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A region-structured model for early warning of Plasmodium vivax malaria transmission risk in the Republic of Korea by Boyeon Kim, Jung Ho Kim, Jeehyun Lee, Joon-Sup Yeom

“…This study aimed to address this by designing a region-structured model considering spatial heterogeneity based on regional malaria data from high-risk areas. …”
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A structured dataset of the federalist society’s public engagements [version 1; peer review: 2 approved] by Chad M. Topaz

“…To ensure data integrity, we performed validation, deduplication, and cleaning, resulting in a well-structured, high-quality dataset. …”
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A structured dataset of the federalist society’s public engagements [version 2; peer review: 2 approved] by Chad M. Topaz

“…To ensure data integrity, we performed validation, deduplication, and cleaning, resulting in a well-structured, high-quality dataset. …”
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Extracting Information from Unstructured Medical Reports Written in Minority Languages: A Case Study of Finnish by Elisa Myllylä, Pekka Siirtola, Antti Isosalo, Jarmo Reponen, Satu Tamminen, Outi Laatikainen

“…With this approach, unstructured information could be transformed into a structured format. …”
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Digital elevation model and satellite gravity anomalies and its correlation with geologic structures at Borena basin, in the Southern Main Ethiopian Rift by Yahya Ali Abdulkadir, Shimeles Fisseha, Muralitharan Jothimani

“…This study integrates remote sensing data via Digital Elevation Model (DEM) and satellite gravity data to detect geologic structurs at Borena and the surrounding regions in the Southern Main Ethiopia Rift (SMER). …”
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Unmasking Health and Inclusivity: Health Benefits of Traditional Indian Games for Children with Neurodevelopmental Disability by A Mansoor Rahman, Kavitha Raja, Muhammed Rashid

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Multi-stage hashing network storage structure for intelligent routing by Feng ZHU, Qun HUANG

“…Network data collection and storage are fundamental for intelligent routing control,providing massive flow data for model training and decision-making.However,as the key device in network storage system,switches have very limited memory size and design flexibility,which can’t satisfy the needs of intelligent routing control for comprehensive high-precision data and lightweight storage system,thus reducing the effectiveness of intelligent routing control.A multi-stage hashing network storage structure (MHNSS) was proposed for intelligent routing control,which fully utilized the limited memory resource of switch and completed network data storage with low collision rate.The number of candidate buckets of the flow key was augmented by multi-stage hash table,thus reducing collision rate and improving memory load ratio.Hash collision was resolved via coarse-grained timestamp LRU algorithm,which always stored most recently used data and cleared least recently used data to avoid subsequent collisions as far as possible.Trace-driven experiments showed that compared with widely used single hash table,MHNSS had significant performance advantage in collision rate and load ratio.…”
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Optimizing cost-effectiveness in remote objective structured clinical examinations through targeted double scoring methodologies by Zhihui Fu, Yuhong Wu, Lingling Xu, Fen Cai, Ren Liu, Zhehan Jiang

“…The remote Objective Structured Clinical Examination (OSCE) is a cornerstone of medical education, enabling structured and objective assessment of clinical skills, communication, and patient-centered care. …”
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Analysis of the structure of palliative pathology in children of the Voronezh region in 2021 by Yu. Yu. Razuvaeva, V. S. Ledneva, L. V. Ulyanova

“…In the Voronezh region, the largest number of patients with palliative pathology is located in the Novousmansky district, which can be attributed to the immediate proximity of the district to the city. According to the structure of the detected palliative pathologies, non-oncological diseases prevail in children of the Voronezh region, which is compared with statistical data for Russia. …”
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Firm Value in Profitability, Leverage, Capital Structure, and Firm Growth by Sonnia Dea Larasati, Chintia Betharia

“…Abstract Purpose - This research was conducted to determine and explain how profitability, leverage, capital structure, and company growth can affect firm value. …”
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Reconfigurable Silicon Photonic Processor Based on SCOW Resonant Structures by Liangjun Lu, Lin Shen, Wei Gao, Linjie Zhou, Jianping Chen

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Non-parametric correlation structures and their respective embeddings in predictive analysis by Adam Dudáš

“…These models are implemented in Python language to ensure broad accessibility and integration into existing data analysis pipelines. Once implemented, the concept of embedding non-parametric correlation chains within non-parametric correlation graphs is explored to enhance the interpretability of correlation structures of a dataset. …”
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Tracking Biosecurity Through the Diversity and Network Structure of International Trade by Kong-Wah Sing, Rachel Peden, Damien Hicks

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Using Structured Observation and Content Analysis to Explore the Presence of Older People in Public Fora in Developing Countries by Geraldine Nosowska, Kevin McKee, Lena Dahlberg

“…This exploratory study used structured observation and content analysis to examine the presence of older people in public fora and considered the methods’ potential for understanding older people’s social integration and inclusion. …”
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Structured Teaching Programme on Knowledge Regarding Management of Obstructed Labor Among Final Year GNM Students by Noorjan K S, Preethi D’Souza

“…Objectives To assess the pre-existing knowledge prepare and administer the structured teaching program and to assess the effectiveness of structured teaching program by comparing the pre and post-test knowledge scores regarding the management of obstructed labour.Methods The study was conducted at a selected school of nursing and one group pre-test post-test experimental research design was used for the study. …”
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Building competence in systematic reviews and meta-analyses through structured mentorship: An IPS Karnataka chapter initiative by Vijaykumar Harbishettar, Lakshmi Shiva, Swarna B. Nayok, Ravindra Neelakanthappa Munoli

“…Hand-holding structured schedule with rigorous follow-up of the dedicated participating team members was distinct. …”
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