Community-Level Urban Vitality Intensity and Diversity Analysis Supported by Multisource Remote Sensing Data by Zhiran Zhang, Jiping Liu, Yangyang Zhao, Qing Zhou, Lijun Song, Shenghua Xu

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Analysis of Urban Growth and Land Use Changes in Çankaya District Using Urban Atlas Data by M. Bihter Bingül Bulut, Tuğba Üstün Topal, Öner Demirel, Sultan Sevinç Kurt Konakoğlu

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AMDA 2.13: A major update for automated cross-platform microarray data analysis by Dimos Kapetis, Ferdinando Clarelli, Federico Vitulli, Nicole Kerlero de Rosbo, Ottavio Beretta, Maria Foti, Paola Ricciardi-Castagnoli, Francesca Zolezzi

“…We previously developed the Automated Microarray Data Analysis (AMDA, version 2.3.5) pipeline to process Affymetrix 3′ IVT GeneChips. …”
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The Economic Determinants of Agricultural Value Added: A Panel Data Analysis on E7 Countries by Ahmet Kasap

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An analysis of cloud microphysical features over United Arab Emirates using multiple data sources by Z. Zhang, V. Afzali Gorooh, D. Axisa, C. Radhakrishnan, E. Y. Kim, V. Chandrasekar, L. Delle Monache

“…The results show that our five-zone concept successfully detects the microphysical features related to precipitation using satellite data in the UAE. This study provides scientific support for the development of an applicable framework to examine cloud precipitation processes and detect suitable cloud features that could be tracked for further precipitation analysis and nowcasting.…”
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Open research data in human movement analysis: Swiss-initiated-guidelines for broader scientific communities by Michelle C. Haas, Bettina B. Sommer, Felix Moerman, Simon van Rekum, Eveline S. Graf

“…Sharing of data and code leverages transparency and reproducibility of data collection and analysis. …”
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Calculating Super Efficiency of DMUs for Ranking Units in Data Envelopment Analysis Based on SBM Model by E. Zanboori, M. Rostamy-Malkhalifeh, G. R. Jahanshahloo, N. Shoja

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Analysis of Multifractal Characteristics and Detrended Cross-Correlation of Conventional Logging Data Regarding Igneous Rocks by Shiyao Wang, Dan Mou, Xinghua Qi, Zhuwen Wang

“…In the current context of the global energy landscape, China is facing a growing challenge in oil and gas exploration and development. It is difficult to evaluate the log data because of the lithological composition of igneous rocks, which displays an unparalleled degree of complexity and unpredictability. …”
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Integrated analysis of multi-omics data for the discovery of biomarkers and therapeutic targets for juvenile idiopathic arthritis by Yi-Xin Cai, Xiao-Li Chen, Dai-Shan Zheng, Yue-Zhong Huang, Zhan-Pei Bai, Xiu-Feng Huang

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A functional data analysis approach for modelling frequency‐modulated tonal sounds in animal communication by Maria Silvia Labriola, Petra Oswine Pammer, Giulia Pedrazzi, Giancarlo Giacomini, Giovanna Jona Lasinio, Daniela Silvia Pace

“…We propose the application of a functional data analysis (FDA) approach to model extracted FM patterns, which entails the transformation of acoustic signals into continuous functions. …”
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Optimizing industrial and domestic water consumption efficiency for sustainable growth through data envelopment analysis by Z. Bayat, J. Vives Costa, J.J. de Felipe Blanch

“…The objectives of the current study were to evaluate the existing water resource consumption efficiency in key sectors across Catalonia and suggest workable strategies for water management to ensure sustainability.METHODS: The water resource consumption efficiency of 42 Catalan regions in 2021 was analyzed using 50 data envelopment analysis models, employing both constant and variable returns to scale. …”
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City2Twin: an open urban digital twin from data integration to visualization and analysis by B. P. Rafamatanantsoa, I. Jeddoub, A. Yarroudh, R. Hajji, R. Billen

“…Furthermore, most implementations are based on specific needs. This project develops a comprehensive framework for Urban Digital Twins, focusing on data integration, storage, visualization, and analysis, all using open-source tools. …”
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Analysis of Matching of Corpus Input and English Proficiency Based on the Big Data Neural Network Model by Guangli Li

“…In addition, students have problems such as insufficient cultural communication skills. The big data neural network model is adopted in this paper to compare and analyze the intermediary sentences in the corpus to explore the development trend of English proficiency. …”
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Comparative analysis of public data authorized operation models based on local government policy texts by LYU Zhengying, WANG Haoran, HE YiZhou, LYU Shoujun

“…Analysis of policy texts on the approval and operation of public data reveals that current public data authorization and operation have become one of the main models for the development and utilization of public data, yet different regions have different focal points. …”
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Analysis of kidney patients and pump failure data using a new unit interval distribution by Tariq S. Alshammari, Khudhayr A. Rashedi

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The Effects of Digitalization on Economic Growth: A Comparative Panel Data Analysis of EU and BRICS-T Countries by Ahmet Kasap

“…The study employs panel data analysis, encompassing the years 2001 to 2022 for EU countries and 2003 to 2021 for BRICS-T countries. …”
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ANALYSIS OF INSECTICIDE SUSCEPTIBILITY DATA FOR DENGUE VECTORS USING INSECTICIDE RESISTANCE MANAGEMENT SYSTEM (IRMS) by Rosilawati R, Cheong YL, Mohd Khairuddin CI

“…Laboratory testing generates data, and data analysis contributes to the production of results that aid in problem resolution. …”
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The Analysis of Internet Commercial Judicial Based on Big Data Alliance and Mining Service Process Model by Zhao Zhonglong, Wang Hongliang

“…Moreover, this paper uses intelligent decision-making theory and knowledge reasoning methods to construct a fast-responding, service-reusable, and intelligent service model to realize the scalability of data mining services. In addition, this paper constructs system function modules according to the requirements of Internet commercial judicial data mining and verifies the performance of the system constructed in this paper through experimental analysis. …”
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Analysis insights to support the use of wastewater and environmental surveillance data for infectious diseases and pandemic preparedness by KM O’Reilly, MJ Wade, K. Farkas, F. Amman, A. Lison, JD Munday, J. Bingham, ZE Mthombothi, Z. Fang, CS Brown, RR Kao, L. Danon

“…In this Perspective we provide an overview of recent advances in pathogen detection within wastewater, propose a framework for identifying the utility of wastewater sampling for pathogen detection and suggest areas where analytics require development. Ensuring that both data collection and analysis are tailored towards key questions at different stages of an epidemic will improve the inference made. …”
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A Data-Driven Analysis of Electric Vehicle Adoption Barriers in the Philippines: Combining SEM and ANNs by Charmine Sheena R. Saflor, Klint Allen Mariñas, Ma. Janice Gumasing, Jazmin Tangsoc

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