Label dependency modeling in Multi-Label Naïve Bayes through input space expansion by PKA Chitra, Saravana Balaji Balasubramanian, Omar Khattab, Mhd Omar Al-Kadri

“…The innovation of improved multi-label Naïve Bayes (iMLNB) lies in its strategic expansion of the input space, which assimilates meta information derived from the label space, thereby engendering a composite input domain that encompasses both continuous and categorical variables. …”
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Evaluation of Enhanced Heat Transfer Condensation in Hydrophobic Tubes by David J. Kukulka, Rick Smith, Wei Li

“…Performance data that varied with mass flow indicate that the HB tube exhibits superior heat transfer performance when compared to the HYD tube. …”
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Experimental study on instability and failure mechanism of sandstone under freeze-thaw and load. by Wenyu Lv, Ru You, Chuangye Wang, Zhihe Wang, Yongping Wu, Panshi Xie, Chao Lyu, Sheng Luo, Yichen Li

“…Failure mode analysis reveals that sandstone predominantly exhibits tensile-shear composite failure characteristics at complete failure, with tensile cracks dominating in quantity. …”
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The Impact of Background Music on Flow, Work Engagement and Task Performance: A Randomized Controlled Study by Yuwen Sun

“…This study tested three hypotheses: (1) music type indirectly affects performance through flow–engagement mediation, (2) high-arousal music impairs while structured compositions (e.g., Mozart’s K448) enhance this pathway, and (3) repeated exposure diminishes music’s efficacy. …”
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MR-link-2: pleiotropy robust cis Mendelian randomization validated in three independent reference datasets of causality by Adriaan van der Graaf, Robert Warmerdam, Chiara Auwerx, eQTLGen Consortium, Urmo Võsa, Maria Carolina Borges, Lude Franke, Zoltán Kutalik

“…Abstract Mendelian randomization (MR) identifies causal relationships from observational data but has increased Type 1 error rates (T1E) when genetic instruments are limited to a single associated region, a typical scenario for molecular exposures. …”
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The Miscibility of Hydrogen and Water in Planetary Atmospheres and Interiors by Akash Gupta, Lars Stixrude, Hilke E. Schlichting

“…As planets cool, they cross the critical curve, leading to rainout of water-rich fluid and an increase in internal luminosity. Compositions of the resulting outer, hydrogen-rich and inner, water-rich envelopes depend on age and instellation and are governed by thermodynamics. …”
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An Atlantic influence on evapotranspiration in the Orinoco and Amazon basins by N. Duque-Gardeazabal, N. Duque-Gardeazabal, A. R. Friedman, A. R. Friedman, A. R. Friedman, S. Brönnimann, S. Brönnimann

“…Understanding these mechanisms is essential to predict the response of ecosystems. This study uses composites of reanalysis and satellite data to identify the processes linking land–surface anomalies and ocean–atmospheric modes. …”
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The Spatiotemporal Variability of Snowpack and Snowmelt Water 18O and 2H Isotopes in a Subarctic Catchment by Kashif Noor, Hannu Marttila, Björn Klöve, Jeffrey M. Welker, Pertti Ala‐aho

“…We performed extensive sampling and analysis of snowpack and meltwater isotopic compositions at 11 locations in 2019 and 2020 across three different landscape features: (a) forest hillslope, (b) mixed forest, and (c) open mires. …”
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Food safety knowledge, attitudes, and practices among fish vendors in Cumilla, Bangladesh by Abdullah Al Mizan, Jewel Hossain, Md. Ashraf Hussain, Md. Jakiul Islam, Md. Abu Sayeed

“…Regarding food safety knowledge, two-thirds of respondents correctly answered questions about cross-contamination, while only half provided accurate responses related to foodborne diseases and personal hygiene. The composite score of food safety knowledge, attitudes, and practices indicated significant differences (p < 0.05), highlighting a gap between adequate knowledge and its actual implementation. …”
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First genome-wide association study on anxiety-related behaviours in childhood. by Maciej Trzaskowski, Thalia C Eley, Oliver S P Davis, Sophia J Doherty, Ken B Hanscombe, Emma L Meaburn, Claire M A Haworth, Thomas Price, Robert Plomin

“…<h4>Methods</h4>The sample included 2810 7-year-olds drawn from the Twins Early Development Study (TEDS) with data available for parent-rated anxiety and genome-wide DNA markers. …”
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Analysis and detection of temperature inductions of land cover changes in Lorestan province using MODIS sensor products by hamed heidari, darush yarahmadi, hamid mirhashemi

“…The main purpose of this study is to reveal the temperature inductions of the land cover structure of Lorestan province and to analyze the effect of land use changes on the temperature structure of the province. In this regard, the data of land cover classes of MCD12Q2 composite product and ground temperature of MOD11A2 product of MODIS sensor were used. …”
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Ticagrelor versus Clopidogrel in Patients with Severe Renal Insufficiency Undergoing PCI for Acute Coronary Syndrome by Yunxian Chen, Shaowen Tu, Zhixin Chen, Jue Xia, Baofeng Chen, Jinfeng Chen, Jiarong Liang, Xiangyang Liu, Liangqiu Tang

“…Current guidelines recommend the use of potent antiplatelet agents in patients undergoing percutaneous coronary intervention (PCI) following an acute coronary syndrome (ACS). However, data about optimal platelet inhibition in severe renal insufficiency patients are scarce. …”
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Association between pan-immune inflammatory value and all-cause mortality in critically ill patients with ischemic stroke: a retrospective analysis of the MIMIC-IV database (2008–2... by Anni Chen, Jiahui Wang, Qiaoying Huang, Zhizhou Hu, Donglan Jiang, Yunnan Hu, Liying Pan, Jianhui Chen, Xiaohong Hu

“…This study investigates the association between the pan-immune inflammatory value (PIV)—a composite biomarker derived from routine blood tests—and all-cause mortality (ACM) in critically ill ischemic stroke patients.MethodsWe extracted data from the MIMIC-IV (v3.0) database, identifying ischemic stroke patients using ICD-9/10 codes. …”
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Associations between life’s essential 8 and arthritis among adults in United States: a national-wide longitudinal study by Feiying He, Xiangchun Xu, Hongwen Yu, Ziyang Miao, Zhaolin Fu, Lei Shi

“…The American Heart Association’s Life’s Essential 8 (LE8) composite, which considers cardiovascular health factors, has been studied for its predictive capacity in assessing arthritis risk. …”
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Mantle Dynamics of the Long‐Lived Middle Yangtze Basaltic Field: Insight From a Combined Geochemical and Numerical Modeling Approach by Hong‐Kun Dai, Qing Xiong, Jian‐Ping Zheng

“…This basaltic field with a southwestard younging trend consists of 110–40 Ma basaltic rocks that show alkaline to sub‐alkaline major‐oxide compositions, oceanic island basalt‐like trace‐element patterns and MORB‐like Sr‐Nd‐Pb isotopic ratios. …”
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Rehabilitation impact indices and their independent predictors: a systematic review by Amardeep Thind, Gerald Choon-Huat Koh, Robert Petrella, Cynthia Huijun Chen

“…Objectives To (1) identify all available rehabilitation impact indices (RIIs) based on their mathematical formula, (2) assess the evidence for independent predictors of each RII and (3) propose a nomenclature system to harmonise the names of RIIs.Design Systematic review.Data sources PubMed and references in primary articles.Study selection First, we identified all available RII through preliminary literature review. …”
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Reconstructing palaeogeography and landscapes around the ancient Greek colony of Abdera (Thrace, NE gr.): an integrated remote sensing approach by Pau Canudas Grabolosa, Alfredo Mayoral Pascual, Arnau Garcia-Molsosa

“…By combining multi-temporal composites of satellite imagery, DEM-derived products, orthophotography, and different cartographic resources, more than 1000 linear km of ancient landforms have been identified and mapped. …”
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Integrated economic and fuzzy multi-criteria analysis for evaluating performance of fishing systems by Mohammed Meharoof, Vinod Kumar Yadav, Arpita Sharma, V. Anitha, Thankam Theresa Paul

“…It is very helpful to aggregate the different indicators into a single composite index, making it easier to grasp the results, conveying relevant information for decision making in fisheries management.…”
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Cross-cultural adaptation and validation of the clinical learning evaluation questionnaire with Chinese clinical interns by Luhua Yang, Jiangang Sun, Ruirui Wang, Shaochen Tao, Shanshan Wei, Liang Dong, Yansheng Gu, Jiayue Wang

“…It was translated into Chinese through a six-step forward and backward translation process. Data were analyzed using IBM SPSS Statistics 26 and IBM SPSS AMOS 28 Graphics. …”
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Choroidal Vascularity Index (CVI)--A Novel Optical Coherence Tomography Parameter for Monitoring Patients with Panuveitis? by Rupesh Agrawal, Mohammed Salman, Kara-Anne Tan, Michael Karampelas, Dawn A Sim, Pearse A Keane, Carlos Pavesio

“…<h4>Conclusion</h4>The study reports composite OCT-derived parameters and CVI as a possible novel tool in monitoring progression in panuveitis. …”
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