Churn prediction for SaaS company with machine learning by Hugo Eduardo Sanches, Ayslan Trevizan Possebom, Linnyer Beatrys Ruiz Aylon

“…Design/methodology/approach – Through a preprocessing and normalization of data, seven machine learning algorithms were applied. …”
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Ecological footprint analysis as a tool for advancing sustainable development goals (SDGs): Evidence from China by Jie Wu, Haozhe Yu, Ning Cao, Jing Zhang, Jawad Khan, David lee

“…This study explores the critical role of Ecological Footprint Analysis in aligning China’s development trajectory with Sustainable Development Goals (SDGs) by investigating the dynamic relationships between renewable energy consumption (REC), CO2 emissions, ecological footprint growth (EFG), governance effectiveness (GE), urbanization (UP), population growth (PG), and GDP per capita (GDPPC). Using time series data from 1995 to 2023, the study applies a Vector Error Correction Model (VECM), Autoregressive Distributed Lag (ARDL) analysis, and Fully Modified Ordinary Least Squares (FMOLS) to capture both long-term equilibrium and short-run dynamics. …”
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A Low-Cost Wireless Monitoring System for Photovoltaic Systems: Performance Analysis and Potential Application in Direct-Current Nanogrids by Norman J. Beltrán Castañón, Fredy Chura Acero, José Ramos Cutipa, Omar Chayña Velásquez, Henry Shuta Lloclla, Edisson Cruz Ticona

“…The system, based on an Arduino Nano and Raspberry Pi architecture, captures real-time data on key electrical parameters such as voltage, current, and power, as well as environmental conditions like temperature and irradiance, which are critical factors influencing PV system performance. …”
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GEOLOGICAL INTERPRETATION OF LANDSAT IMAGERY OF NIGERIA’S HAWAL PRECAMBRIAN BASEMENT COMPLEX TERRAIN by Bassey Nsikak E., George Nyakno J.

“…The aim of the study is to decipher the regional geologic structures based on analysis and to determine the mineralization implications from the landsat lineament data. The total land surface area covered is about 23,674.88 km2 and includes part of the north sector of Yola sedimentary Rift Basin. …”
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Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges by Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani

“…Federated Learning (FL) is a promising paradigm for HAR that enables the collaborative training of machine learning models on decentralized devices while preserving data privacy. It improves not only data privacy but also training efficiency as it utilizes the computing power and data of potentially millions of smart devices for parallel training. …”
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Spatial Deep Learning Approach to Older Driver Classification by Charles Boateng, Seyedeh Gol Ara Ghoreishi, Kwangsoo Yang, Muhammad Tanveer Jan, Ruth Tappen, Jinwoo Jang, David Newman, Sonia Moshfeghi, Kelley Jackson, Rhian Resnick, Borko Furht, Monica Rosselli, Joshua Conniff

“…This paper proposes a novel spatial deep-learning approach that leverages Grid-Index based data augmentation to enhance the detection of abnormal driving behaviors. …”
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The goldilocks days represent optimal time-use to prevent obesity, low physical performance, risk and fear of falling in older adults by Jan Vindiš, Jana Pelclová, Paulína Jašková, Karel Hron

“…This approach, involving backwards pivot coordinates (bpcs), we provide a clearer interpretation of physical behavior data, offering practical insights for healthy aging. …”
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Bibliometric analysis of transition readiness in adolescents with chronic diseases by Yao Zhang, Xuewei Chen, Yi Qi, Yiwen Hu, Ziling Xie, Chaoqun Dong

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Non-HDL-C and age-stratified mortality risk in the US general population: a population-based cohort study by Zhiqing Fu, Wei Zhang, Shan Li

“…This has important implications for the development of age-specific interventions to reduce mortality associated with non-HDL-C levels.…”
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Prediction of barite scale formation and inhibition in hydrocarbon reservoirs using AI modeling: Focus on different optimization algorithms by Ouafa Belkacem, Ahmed Rezrazi, Kamel Aizi, Lokmane Abdelouahed, Maamar Laidi, Abdelhafid Touil, Leila Cherifi, Salah Hanini

“…Additionally, the ELM model successfully estimated over 95 % of the data points, with an applicability domain of 97.82 %. …”
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Indication of Economic Populism in Local Governance: A New Approach for Classifying Populist Behaviour by Pavel Zdražil, Jan Fuka, Bohuslav Pernica, Robert Baťa

“…It enriches discourse on economic populism by examining the phenomenon through the lens of short-termism in financial data. …”
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Mass Function of Stellar Black Holes as Revealed by the LIGO–Virgo–KAGRA Observations by Xiao-Fei Dong, Yong-Feng Huang, Zhi-Bin Zhang, Xiu-Juan Li, Ze-Cheng Zou, Chen-Ran Hu, Chen Deng, Yang Liu

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Determining the sensitivity of emergency dispatcher and paramedic diagnosis of stroke: statewide registry linkage study by Amminadab L. Eliakundu, Dominique A. Cadilhac, Joosup Kim, Monique F. Kilkenny, Kathleen L. Bagot, Emily Andrew, Shelley Cox, Christopher F. Bladin, Michael Stephenson, Lauren Pesavento, Lauren Sanders, Ben Clissold, Henry Ma, Karen Smith

“…Our aims were to determine the sensitivity of emergency dispatcher and paramedic identification of patients with stroke, the factors associated with correct identification, and whether there were any implications for hospital arrival times. Methods Observational study using patient‐level data from the Australian Stroke Clinical Registry (2015–2017) linked with ambulance and emergency department records for the state of Victoria. …”
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Digitalization of urban multi-energy systems – Advances in digital twin applications across life-cycle phases by B. Koirala, H. Cai, F. Khayatian, E. Munoz, J.G. An, R. Mutschler, M. Sulzer, C. De Wolf, K. Orehounig

“…It then reviews recent advancements in digital twin architectures, energy system data categories, semantic ontologies, and data management solutions, addressing the growing data demands and modelling complexities. …”
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Flow cytometric evaluation of CD38 expression levels in the newly diagnosed T-cell acute lymphoblastic leukemia and the effect of chemotherapy on its expression in measurable resid... by Prashant Ramesh Tembhare, Harshini Sriram, Twinkle Khanka, Gaurav Chatterjee, Devasis Panda, Sitaram Ghogale, Yajamanam Badrinath, Nilesh Deshpande, Nikhil V Patkar, Gaurav Narula, Bhausaheb Bagal, Hasmukh Jain, Manju Sengar, Navin Khattry, Shripad Banavali, Sumeet Gujral, Papagudi G Subramanian

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Interleukin-27-polarized HIV-resistant M2 macrophages are a novel subtype of macrophages that express distinct antiviral gene profiles in individual cells: implication for the anti... by Tomozumi Imamichi, Jun Yang, Qian Chen, Suranjana Goswami, Mayra Marquez, Udeshika Kariyawasam, Homa Nath Sharma, Rosana Wiscovitch-Russo, Xuan Li, Akihiro Aioi, Joseph W. Adelsberger, Weizhong Chang, Jeanette Higgins, Hongyan Sui

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On “Local Theory” Neutrality with Respect to “Meta-Theories” and Data from a Diversity of “Native Speakers”, Including Heritage Speaker Bilinguals: Commentary on Hulstijn (2024)... by Jason Rothman, Fatih Bayram, Jiuzhou Hao, Patrick Rebuschat

“…Second, we address the theory’s treatment of heritage speaker bilinguals (HSs), particularly the implication that they may not typically acquire BLC. …”
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Data-independent LC-MS/MS analysis of ME/CFS plasma reveals a dysregulated coagulation system, endothelial dysfunction, downregulation of complement machinery by Massimo Nunes, Mare Vlok, Amy Proal, Douglas B. Kell, Etheresia Pretorius

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The Relationship between Green Innovation, CO2 Emissions, Gross Domestic Product, and Renewable Energy Supply: A Panel Data Analysis for BRICS Countries and Turkey by Bekir Sami Oğuztürk, Ferhat Özbay

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Green supply chain management and SMEs sustainable performance in developing country: role of green knowledge sharing, green innovation and big data-driven supply chain by Ikramuddin Junejo, Jan Muhammad Sohu, Belal Mahmoud Alwadi, Faisal Ejaz, Aemin Nasir, Md Billal Hossain

“…Four hundred sixty-nine cases were considered for data analysis after data clearing in SPSS version 25. …”
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