Analysis of TCGA (The Cancer Genome Atlas) Data for Prognosis, Risk Categorization, and Survival of AML Patients Using Bioinformatics by Bhavika Rishi, Shamsuz Zaman, Fouzia Siraj, Sree Vishmaya, Himanshu Dhanda, Manpreet Kaur, Sandeep Swain, Baseer Noor, Sumita Chaudhry, Ankur Jain, Prashant Prabhakar, Amitabh Singh, Aroonima Misra

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Transmission and control pressure analysis of the COVID-19 epidemic situation using multisource spatio-temporal big data. by Fangxiong Wang, Ziqian Tan, Zaihui Yu, Siqi Yao, Changfeng Guo

“…Taking the Guangdong-Hong Kong-Macao Greater Bay Area as the research area, this paper used OD cluster analysis based on Baidu migration data from January 11 to January 25 (before the sealing-off of Wuhan) and concluded that there is a significant correlation 1the migration level from Wuhan to the GBA and the epidemic severity index. …”
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The transformative terrain: An in-depth analysis of trends in self-managed abortion in India using NFHS-5 national data by Sushanta K. Banerjee, Sumit Gulati, Erin Pearson

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What are the influential factors for emotional regulation? A latent profile analysis based on PISA 2022 Taiwan data by Edward Hung Cheng Su, Chia Hsin Chen

“…Thus, the aim of the study was to examine the current state of emotional regulation among 15-year-old students in Taiwan using data from PISA 2022 database. First, the study sought to explore different level in emotional regulation across various latent classes through Latent Profile Analysis (LPA). …”
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Assessing urban spatial vitality in post-port areas: a multimodal data analysis of Shanghai, Liverpool, and Marseille by Chen Zeng, Tianchen DAI, Feng Wang, Jiangyue Wu

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Environmental Governance, Big Data Analytics, and SDG Performance: A PLS-SEM Analysis of SMEs in ASEAN Economies by Muhammad Saeed

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Digital Economy, Consumption Upgrading and Domestic Demand Level: An Empirical Analysis of PVAR Based on Provincial Panel Data by Jianhong Fan, Jiaxuan Zhang, Huichao Wu, Chen Liang

“…This study selects provincial panel data from 2008 to 2019 and constructs a panel vector autoregressive (PVAR) model to explore the bidirectional interactive relationship between digital economy, consumption upgrading and domestic demand level through the Granger causality test, the analysis of impulse response function and variance decomposition. …”
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A Comparative Analysis of Data Protection in E-commerce B2C Contracts in Georgia and the European Union by Nato Gugava, Lika Kobaladze, Tamta Kenia, Oliko Kobakhidze

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Assessing the influence of thermal conditions on Western China’s tourist arrivals: a social media data-driven analysis by Lanyue Zhou, Qian Wang

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Methodological Features of GDP Formation Within the Framework of the System of National Accounts by K. A. Alekseev

“…Despite a rather large volume of macroeconomic indicators, one of the main indicators is gross domestic product, the dynamics of which reflects the development of the economy. Therefore, reliable data on gross domestic product play a key role in the analysis of macroeconomic and financial policies, as well as in the analysis and accuracy of forecasting the development of the country’s economy. …”
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Relationship between 24-hour movement behaviors and executive function in preschool children based on compositional data analysis by Zhenya Chang, Ling Wang, Aifeng Zhu

“…EF was measured by a questionnaire (BRIEF-P), and compositional data analysis was employed. Results: (1) The relative time distribution among 24 h-MBs showed statistically significant associations with both EF and specific subdomains in preschool children (p < 0.05). (2) Moderate-to-Vigorous-intensity Physical Activity (MVPA) was significantly associated with inhibitory control (γ14 = −2.36, p = 0.002), working memory (γ14 = −2.78, p = 0.003), emotional control (γ14 = −1.30, p = 0.024), planning (γ14 = −1.83, p = 0.003), and EF (γ14 = −9.35, p = 0.003). (3) SB was significantly associated with working memory (γ12 = 3.99, p = 0.027) and EF (γ12 = 11.95, p = 0.047). (4) When MVPA was substituted for sleep, SB, and Light-intensity Physical Activity (LPA) for 15 min per day, there was a significant decrease in preschoolers' EF and many of its dimensions. …”
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Combined Thermal Index Development for Urban Heat Island Detection in Area of Split, Croatia by Majda Ćesić, Katarina Rogulj, Andrija Krtalić

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Search for extremity zones with discrete mathematical analysis algorithms to identify risks when drilling based on geophysical data by Bogoutdinov Shamil, Odintsova Anastasiya, Pirogova A.

“…The application of the method is shown on models of the physical properties of rocks reconstructed from seismic data. Potentially, it can also be applied directly to the wave seismic field to identify objects.…”
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Detection and Analysis of Man-Machine Interactive Software Vulnerabilities Based on Ultrasonic Data Acquisition and Signal Processing Algorithms by Lei Zhao

“…With the gradual increase in the informatization, there is much software in various industries, such as data management, business execution, public orientation, and company OA, which greatly facilitates the development of various tasks, but it also brings many hidden dangers. …”
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Low-intensity behavioral activation smartphone app to support low mood: description, engagement and log data analysis by Paul Farrand, Patrick J. Raue, Earlise Ward, Sandra Healey, Jonathan Baker

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scMoMtF: An interpretable multitask learning framework for single-cell multi-omics data analysis. by Wei Lan, Tongsheng Ling, Qingfeng Chen, Ruiqing Zheng, Min Li, Yi Pan

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Characteristics Analysis of Mental Health Data of College Students Based on Convolutional Neural Network and TOPSIS Evaluation Model by Lanfeng Zhou

“…This paper develops a feature analysis method of the mental health data of students in different colleges and regions and of different ages based on a convolutional neural network and TOPSIS evaluation model and studies the college students’ mental health analysis model based on convolutional neural network. …”
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Exploring the Determinants of Advanced Big Data Analytics Adoption in Zimbabwe’s Telecom Sector: A TOE Framework Analysis by Jethro Simbarashe Ngwendere, Nhlanhla Mlitwa

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Prediction and analysis of China’s coastal marine economy: an innovative grey model with the best-matching data-preprocessing techniques by Zerong Wang, Zhijian Cai, Yao Li

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Bridging resource gaps in cross-lingual sentiment analysis: adaptive self-alignment with data augmentation and transfer learning by Li Chen, Shifeng Shang, Yawen Wang

“…With robust domain adaptation capabilities and strong potential for real-world industrial applications, this research establishes a new benchmark for multilingual sentiment analysis, advancing the development of more inclusive and equitable natural language processing solutions.…”
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