Intra-BRICS Trade: A Panel Data Analysis with Structural Breaks by Alper Yılmaz

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A Comprehensive Analysis of Data Augmentation Methods for Speech Emotion Recognition by Umut Avci

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Ten simple rules for queer data collection and analysis by STEM researchers. by Dori M Grijseels, M Banqueri, Keerthana Iyer, Lee Hanlin, Melanie Ortiz Alvarez de la Campa, David Pagliaccio, Bittu K Rajaraman, Eitan Schechtman, ALBA Network Gender & Sexual Diversity Working Group

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Enhancing Data Integrity in Blockchain Oracles Through Multi-Label Analysis by Cristian Camilo Ordoñez, Gustavo Ramirez-Gonzalez, Juan Carlos Corrales

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Research on flight detection and data compliance analysis methods for ice meteorological by DING Junliang

“…This method includes the selection and modification of icing experimental research aircraft, detection target area determination, flight operation strategy, flight safety management, data processing, etc. Based on statistical analysis of detection data, the selection criteria for meteorological conditions for natural icing flight test of civil aircraft are determined. …”
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Performance Analysis of Resampling Techniques for Overcoming Data Imbalance in Multiclass Classification by Anggit Larasati, Sugiyarto Surono, Aris Thobirin, Deshinta Arrova Dewi

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Seasonal optical backscattering in hypersaline waters: In-situ observations and data analysis. by Arwa Najah, Maryam R Al Shehhi

“…They may differ from other non-hypersaline waters which contribute the majority of data used to develop and parameterize optical models. …”
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Analysis of a mathematical model for malaria using data-driven approach by Adithya Rajnarayanan, Manoj Kumar, Abdessamad Tridane

“…This enables physics-constrained parameter inference, significantly enhancing predictive performance over purely data-driven approaches. Additionally, we implement Dynamic Mode Decomposition (DMD) to derive a data-driven transmission risk index from infection trajectory data, providing a novel and interpretable metric for real-time risk assessment.…”
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ISCAZIM: Integrated statistical correlation analysis for zero-inflated microbiome data by Zhe Fan, Jiali Lv, Shuai Zhang, Bingbing Gu, Cheng Wang, Tao Zhang

“…However, the characteristics of microbiome data, such as zero inflation, over dispersion, may impair the confidence of association analysis between microbiome and metabolome data. …”
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Data Centers With Direct Liquid‐Cooled Servers: Experimental Analysis and Modeling by Maximilian Stahlhut, Markus Sekulla, Peter Großöhme, Axel Auweter, Thorsten Urbaneck

“…ABSTRACT Data centers worldwide face rising electricity consumption, with a substantial portion used for cooling IT components. …”
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Analysis of Facial Cues for Cognitive Decline Detection Using In-the-Wild Data by Fatimah Alzahrani, Steve Maddock, Heidi Christensen

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System for the Acquisition and Analysis of Maintenance Data of Railway Traffic Control Devices by Mieczysław Kornaszewski, Waldemar Nowakowski, Roman Pniewski

“…To support this, a service data acquisition and analysis system for railway traffic control devices (SADEK) was developed. …”
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Comparison of the Spread of Novel Coronavirus: Topological Data Analysis of 13 Countries by Shaun V. Ault, Jia Lu

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Flexible analysis of spatial transcriptomics data (FAST): a deconvolution approach by Meng Zhang, Joel Parker, Lingling An, Yiwen Liu, Xiaoxiao Sun

“…Consequently, there is a critical need for the development of highly flexible, robust, and user-friendly reference-free deconvolution methods capable of unifying or leveraging case-specific information in the analysis of spatial transcriptomics data. …”
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Examining Sentiment Analysis for Low-Resource Languages with Data Augmentation Techniques by Gaurish Thakkar, Nives Mikelić Preradović, Marko Tadić

“…This investigation investigates the influence of a variety of data augmentation techniques on sentiment analysis in low-resource languages, with a particular emphasis on Bulgarian, Croatian, Slovak, and Slovene. …”
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Review of privacy computing techniques for multi-party data fusion analysis by LIU Shenglong, HUANG Xiuli, JIANG Yiwen, JIANG Jiawei, TIAN Yuechi, ZHOU Zejun, NIU Ben

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Remote Sensing Time Series Analysis: A Review of Data and Applications by Yingchun Fu, Zhe Zhu, Liangyun Liu, Wenfeng Zhan, Tao He, Huanfeng Shen, Jun Zhao, Yongxue Liu, Hongsheng Zhang, Zihan Liu, Yufei Xue, Zurui Ao

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Using topological data analysis and machine learning to predict customer churn by Marcel Sagming, Reolyn Heymann, Maria Vivien Visaya

“…An effective way to further improve churn prediction capability of different ML algorithms is through the employment of topological data analysis (TDA). TDA is a framework that applies topological methods to uncover the underlying hidden structural features in complex, high-dimensional data. …”
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Analysis and Research on Intelligent Logistics Data under Internet of Things and Blockchain by Yige Li

“…First, BC is adopted to improve the ILS under IoT, and ILS under IoT combined with BC is established. Next, an analysis of the relationship between the information service provider and the transportation provider in the logistics transaction process is conducted to perform data analysis and to establish an incentive mechanism for logistics transportation under BC. …”
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Data-Driven Approaches for Efficient Vehicle Driving Analysis: A Survey by Iryna I. Husyeva, Ismael Navas-Delgado, José García-Nieto

“…This study provides a thorough review of the current data sources and techniques for efficient vehicle driving analysis, focusing on the availability and relevance of dataset sources and repositories. …”
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