A new practical method for reserve estimation and production forecast of gas wells exhibiting gas–water two-phase flow by Sulin Yang, Miao Zhang, Luis F. Ayala

“…Additionally, a density-based production data analysis method is developed for reserve estimation and production forecasting in scenarios involving gas–water two-phase flow. …”
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Advertising Strategy Management in Internet Marketing by Iryna Voronenko, Maryna Nehrey, Serhiy Kostenko, Iryna Lashchyk, Viktoriia Niziaieva

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Fostering college students’ mental well-being: the impact of social networking site utilization on emotion management and regulation by Yuehua Han, Zhifen Xu

“…However, existing research on aspect-level sentiment analysis among college students within social networking sites faces challenges such as inadequate feature extraction, ineffective handling of data noise, and the neglect of complex interactions in multimodal data. …”
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Topology Unveiled: A New Horizon for Economic and Financial Modeling by Yicheng Wei, Junzo Watada, Zijin Wang

“…The most famous practical applications include the use of topological data analysis (TDA) and topological machine learning (TML) for different applied problems.…”
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Estimation of Physical Stellar Parameters from Spectral Models Using Deep Learning Techniques by Esteban Olivares, Michel Curé, Ignacio Araya, Ernesto Fabregas, Catalina Arcos, Natalia Machuca, Gonzalo Farias

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STUDY OF THE INFLUENCE OF THE COMPOSITION OF CULTURAL MEDIUM ON THE BASIS OF A WHITE CABBAGE ON DEVELOPMENT OF LEUCONOSTOC MESENTEROIDES AT THE PRE-FERMENTATION STAGE by V. V. Kondratenko, O. Yu. Lyalina, N. E. Posokina, A. Yu. Kolokolova, V. I. Tereshonok

“…Analysis of the experimental data showed that, depending on the type (composition) of the medium, the same species of microorganisms exhibit different dynamics of titer growth. …”
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Understanding mushroom farm environment using TinyML-based monitoring devices by Segun Adebayo, Halleluyah Oluwatobi Aworinde, Oluranti Olayinka Olufemi, Christian Okechukwu Osueke, Abidemi Emmanuel Adeniyi, Oluwasegun Julius Aroba

“…The latter is then connected to an XIAO ESP32-S3 microprocessor chip which supports different types of connections such as WiFi or Bluetooth connections while it can also run TinyML models to enable immediate processing of data. The authors set up the system to gather environmental data on time, using the Edge Impulse platform for data analysis and model training. …”
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Geoelectrical resistivity and geochemistry monitoring of landfill leachates due to the seasonal variations and the implications on groundwater systems and public health by Joseph Omeiza Alao, Oche Joseph Otorkpa, Fahad Abubakar, Daniel Eshimiakhe, Abubakar Aliyu, Momohjimoh Abdulsalami, Danga Onimisi Abdulmalik

“…This study explores the combined electrical resistivity (ER) data and physiochemical water analysis (PWA) coupled with the excavations to monitor the landfill physiochemical properties (LPPs) due to seasonal variations and their implications on environmental vital organs and public health. …”
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Candidate Sites for Millimeter and Submillimeter Ground-Based Telescopes: Atmospheric Rating for the Eurasian Submillimeter Telescopes Project by Artem Y. Shikhovtsev, Pavel G. Kovadlo, Philippe Baron

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High-frequency retail data: the interests of the state, enterprises and scientific organizations by V. M. Timiryanova

“…The rapid development of technologies for collecting and analyzing big data, including those characterizing trade, is currently taking place. …”
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Aquaculture Prediction Model Based on Improved Water Quality Parameter Data Prediction Algorithm under the Background of Big Data by Yuan Jiang, Fei Yan

“…Computer science and technology under the background of big data are closely related to the development of modern agriculture. …”
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Effectiveness of drainage, depressurization and gas production of coalbed methane wells based on production data: A case study of the Zhijin Block in Western Guizhou by Chen GUO, Kang SHI, Yong QIN, Hang YUAN, Zhenlong CHEN, Wei GAO, Lingling LU, Houqiang LI, Xuyang ZHANG, Xiang WANG, Hongbin HE, Runhan ZHANG

“…Discriminating the effectiveness of the two steps based on the analysis of production data and identifying the main constraints on gas production are of great significance for promoting the economic and efficient development of CBM. …”
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Research on Electrical Equipment Big Data Mobile Laboratory Based on Power Grid Cloud Data Management and Its Application by WU Hao, XU Xiao, PENG Zinan, GUO Ninghui, WANG Qifeng

“…Aiming at the problems of low efficiency, low level of intelligent operation and low level of data informatization application encountered in the current substation equipment test operation, a mobile laboratory platform based on grid cloud data management was developed. …”
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Evaluation of large‐scale cycling environment by using the trajectory data of dockless shared bicycles: A data‐driven approach by Ying Ni, Shihan Wang, Jiaqi Chen, Bufan Feng, Rongjie Yu, Yilin Cai

“…Then, a distribution‐oriented evaluation method is developed, ensuring the incorporation of cyclist heterogeneity and quantifying the quality differences among road segments by combining statistical analysis with a hierarchical clustering model. …”
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Discriminant canonical analysis as a tool to determine traces of endangered native hen breed introgression through egg hatchability phenomics by Antonio González Ariza, Francisco Javier Navas González, Ander Arando Arbulu, José Manuel León Jurado, Juan Vicente Delgado Bermejo, María Esperanza Camacho Vallejo

“…Objective The main objective of this study was to develop a pipeline to detect phenogenomic introgression across different multivariety breeds and to validate such classification focusing on external egg and hatchability-related traits using a discriminant canonical analysis approach. …”
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Assessment of the Development Potential of Shallow Geothermal Energy Heating and Cooling Projects in Southern China Based on Whole-Lifecycle Methodology by Yiqirui Deng, Zhi Yao, Mengyu Chen, Yu-Jie Hu

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Copyright Data Dilemma of Building High-Quality Data System for AI: Present Situation, Coping Strategies, and Implementation Path by Hecan ZHANG, Chengqi YI, Peng GUO, Qianqian HUANG, Xiaokun JIN

“…The dilemma of copyright protection of AI training data has become a difficulty and bottleneck that urgently needs to be resolved in the development of high-quality data system for AI. …”
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Analysis of dietary amino acid and fatty acid intake profiles of US adults: NHANES 2017–March 2020 Pre-pandemic by Miyu Kenzaka, Haruka Nishiyama, Miyuki Imafuku, Sae Nakao, Sari Natsume, Chika Oue, Hisami Yamanaka-Okumura

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Assessing urban sustainability in the Belt and Road region: a city-level analysis of SDG 11 indicators using earth observations by Xuting Liu, Linlin Lu, Huadong Guo, Michele Melchiorri, Sebastian Hafner, Yifang Ban, Martino Pesaresi, Qingting Li, Muhammad Fahad Baqa

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Investigating Parkinson’s disease risk across farming activities using data mining and large-scale administrative health data by Pascal Petit, François Berger, Vincent Bonneterre, Nicolas Vuillerme

“…We aimed to explore whether specific farming activities exhibited a higher risk of PD than others among the entire French farm manager (FM) population. A secondary analysis of real-world administrative insurance claim data and electronic health/medical records (TRACTOR project) was conducted to estimate PD risk for 26 farming activities using data mining. …”
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