Interpretable machine learning excavates a low-alloyed magnesium alloy with strength-ductility synergy based on data augmentation and reconstruction by Qinghang Wang, Xu Qin, Shouxin Xia, Li Wang, Weiqi Wang, Weiying Huang, Yan Song, Weineng Tang, Daolun Chen

“…The data augmentation technique expands the original dataset through Gaussian noise. …”
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Acoustic Data on Vowel Nasalization Across Prosodic Conditions in L1 Korean and L2 English by Native Korean Speakers by Jiyoung Jang, Sahyang Kim, Taehong Cho

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A dataset of inelastic response for multi-span RC adjacent bridges with individual and hybrid seismic risk mitigation techniquesMendeley Data by Jumana Hasina, Aman Mwafy

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Evaluation of Clinical Competencies and Feedback of Senior Dental Students with Objective Structured Clinical Examination (OSCE) by Maryam Basirat, Fatemeh Rahbar Masouleh, Mehran Falahchai, Abtin Heidarzadeh

“…Data analysis was conducted using IBM SPSS Statistics software version 26, employing Pearson correlation, Mann-Whitney, Chi-square, and Fisher's exact tests. …”
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Permanent Structured Cooperation (PESCO): Expanding Defense Cooperation between European Union Countries by Łukasz Potocki

“…Its research tools include an analysis of the literature on the subject, documents, and statistical data. …”
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Lagrangian coherent structures influence the spatial structure of marine food webs by Jacquelyn M. Veatch, Matthew J. Oliver, Erick Fredj, Hank Statscewich, Kim Bernard, Ashley M. Hann, Grant Voirol, Heidi L. Fuchs, William R. Fraser, Josh T. Kohut

“…Here, we used an in-situ optical dataset to detect phytoplankton patches, active acoustics to observe krill, and GPS-tagged penguins to observe three levels of the food web. These data allowed us to investigate whether the local food web overlaps with small-scale surface transport patterns as evidence that dynamic flows structure marine food webs. …”
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Complex Structures of Intermetallic Compounds Interpreted as Intergrowth of Segments of Simple Structures by Erwin Parthé, Bernard A. Chabot, Karin Cenzual

“… By the end of 1982 more than 2000 structure types were known for intermetallic compounds (elements, binary and multicomponent alloys) according to «Pearson’s Handbook of Crystallographic Data for Intermetallic Phases». …”
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An automated data collection process for constructing graph data relying on LLMs by Ngoc Ton Ho, Hoang Son Nguyen, Ngoc Minh Chau Ngueyen, Pham Cuong Nguyen

“…The core of this process lies in its data-handling techniques, which include drawing, cleaning, deduplicating, extracting, and categorizing of raw data to convert unstructured data into a structured format represented and imported in a graph database. …”
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An automated data collection process for constructing graph data relying on LLMs by Ngoc Ton Ho, Hoang Son Nguyen, Ngoc Minh Chau Ngueyen, Pham Cuong Nguyen

“…The core of this process lies in its data-handling techniques, which include drawing, cleaning, deduplicating, extracting, and categorizing of raw data to convert unstructured data into a structured format represented and imported in a graph database. …”
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The Intersection of AI, Ethics, and Journalism: Greek Journalists’ and Academics’ Perspectives by Panagiota (Naya) Kalfeli, Christina Angeli

“…To achieve this, a series of 28 in-depth semi-structured interviews was conducted with Greek journalists and academics. …”
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The Structural Relationships Between Quality of Life and Mental Conditions in Stoma Patients by Momoka Narumi

“…Design: Observational study of prospectively collected data. Setting: This study was conducted in the colorectal unit of two educational hospitals in Sapporo, Japan. …”
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The impact of household size on measles transmission: A long-term perspective by Subekshya Bidari, Wan Yang

“…Our analysis, based on the household- and age-structured model, shows that communities with larger household sizes require higher vaccination thresholds and bear a greater burden of infections. …”
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Assessing the Impact of Microsoft Copilot and ChatGPT on EFL Learners' Interactional Metadiscourse in Argumentative Writing by Rajab Esfandiari, Omid Allaf-Akbary

“…The responses from the interview data concerning learners' perceptions were analyzed through thematic analysis. …”
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Building a High-Performance Graph Storage on Top of Tree-Structured Key-Value Stores by Heng Lin, Zhiyong Wang, Shipeng Qi, Xiaowei Zhu, Chuntao Hong, Wenguang Chen, Yingwei Luo

“…The present study focuses on the design and implementation of graph storage layout, with a particular emphasis on tree-structured key-value stores. We also examine different design choices in the graph storage layer and present our findings through the development of TuGraph, a highly efficient single-machine graph database that significantly outperforms well-known Graph DataBase Management System (GDBMS). …”
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Model of Health-Related Quality of Life in Breast Cancer Patients Using Cross-Sectional Data: The Role of Resilience by Velickovic K, Olsson Möller U, Ryden L, Bendahl PO, Malmström M

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Identifications of False Positives Amongst Sodium(I) Cations in Protein Three-Dimensional Structures—A Validation Approach Extendible to Any Alkali or Alkaline Earth Cation and to... by Oliviero Carugo

“…Validation of the data deposited in the Protein Data Bank is of the upmost importance, since many other databases, data mining processes, and artificial intelligence tools are strictly grounded on them. …”
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Data Augmentation Techniques for fMRI Data: A Technical Survey by Valentina Sanchez, Cicek Guven, Gonzalo Napoles, Marie Safar Postma

“…For each of these representations, we explore specific data augmentation methods. We provide a structured framework for understanding and comparing these principal fMRI data augmentation techniques. …”
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Policy Learning of One Data Indonesia for Supporting Data-Driven Policy by Siska Surya Hasnita, Roy Valiant Salomo

“…An event or phenomenon of implementing the One Data Indonesia policy with policy learning theory as an analytical framework through semi-structured interviews and literature studies. …”
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Adaptive encryption method of sensitive data in data center database based on big data cross-mapping fusion algorithm by Dingwen Zhang, Shuang Yang, Ming Chen, Lei Zheng, Jiashu Fan, Aidi Dong

“…This approach transforms the serial operation structure of the AES algorithm into a parallel operation structure, enabling adaptive encryption of fusion sensitive data. …”
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Platform to Build the Knowledge Base by Combining Sensor Data and Context Data by Sungho Shin, Jungho Um, Dongmin Seo, Sung-Pil Choi, Seungwoo Lee, Hanmin Jung, Mun Yong Yi

“…Sensor data is structured and generally lacks of meaning by itself, but life-logging data (time, location, etc.) out of sensor data can be utilized to create lots of meaningful information combined with social data from social networks like Facebook and Twitter. …”
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