Enhancing Stock Price Forecasting with CNN-BiGRU-Attention: A Case Study on INDY by Madilyn Louisa, Gumgum Darmawan, Bertho Tantular

“…The method applied a hybrid model combining a Convolutional Neural Network (CNN), Bidirectional Gated Recurrent Unit (BiGRU), and an Attention Mechanism (AM) to address the nonlinear, volatile, and noisy characteristics of stock data. …”
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Collective and individual adaptation of rice farmers to climatic variability in the Vietnamese Mekong Delta by Hieu Hong Hua, Minh Anh Nguyen, Thuy Thanh Thi Ngo

“…It systematically explores the patterns of climate variability and their profound impacts on rice production across diverse areas within the delta. …”
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Assessing genetic redundancy and diversity in Colombian cacao germplasm banks using SNP fingerprinting by Jaime A. Osorio-Guarín, Jhon A. Berdugo-Cely, Gina A. Garzón-Martínez, Deisy Lisseth Toloza-Moreno, Paola Delgadillo-Duran, Eliana Y. Báez-Daza, Lyndel W. Meinhardt, Sunchung Park, Dapeng Zhang, Roxana Yockteng, Roxana Yockteng

“…Our results revealed that both collections exhibit a similar pattern of genetic diversity. However, a medium rate of mislabeling (12.4%) and high genetic redundancy (53.1%) were detected, likely due to errors in collecting, introduction, pre-planting labeling, and the use of rootstocks. …”
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Prevalence and sequence of chronic conditions in older people with dementia: a multi-province, population-based cohort study by Susan E. Bronskill, Azmina Artani, Laura C. Maclagan, Xuesong Wang, Hannah Chung, J. Michael Paterson, Andrea Gruneir, Karen A. Phillips, Rasaq Ojasanya, Xibiao Ye, Kayla McLean, Fernanda Ewerling, Claire Godard-Sebillotte, Victoria Massamba, Louis Rochette, Isabelle Vedel, Larry Shaver, Catherine Pelletier, Colleen J. Maxwell

“…MethodsWe analyzed data from the 2019 Canadian Community Health Survey on the self-rated ability of adults and youth (N = 60 643; 12+ years) to cope with unexpected or difficult problems and day-to-day demands along with three PMH outcomes: selfrated mental health (SRMH), happiness and life satisfaction. …”
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A Robust Framework for Bamboo Forest AGB Estimation by Integrating Geostatistical Prediction and Ensemble Learning by Lianjin Fu, Qingtai Shu, Cuifen Xia, Zeyu Li, Hailing He, Zhengying Li, Shaoyang Ma, Chaoguan Qin, Rong Wei, Qin Xiang, Xiao Zhang, Yiran Zhang, Huashi Cai

“…Furthermore, SHAP analysis provided mechanistic insights, identifying the canopy photon rate as the dominant predictor and quantifying the ecological thresholds governing AGB distribution. …”
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Kevlar/Basalt and Kevlar/Glass Intra‐Ply Reinforced Hybrid Composites: Influence of Basket Weave Fabric Structure on Thermal Properties, Flammability, and Impact Performance by Mahdi Hosseini, Milan Gaff, Petr Konvalinka, Haitao Li, Hynek Maňák, Jensin Joshua, Ahmad Hosseini, Krishna Teja, S. Yogeswari, Pritam Ghosh, M. Chandrasekar

“…Flammability tests showed that all composites had a burn rate below 10 mm/min, meeting standard safety criteria. …”
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Anthropogenic Activities Dominate Vegetation Improvement in Arid Areas of China by Yu Guo, Xinwei Wang, Hongying Cao, Qin Peng, Yunshe Dong, Yunchun Qi, Jian Liu, Ning Lv, Feihu Yin, Xiujin Yuan, Mei Zeng

“…The results indicated that (1) overall vegetation cover was low (averaged peak FVC = 0.191), showing a spatial pattern of higher values in the northwest and lower values in the southeast; high FVC values were primarily observed in mountainous areas and river corridors; (2) the annual peak FVC increased significantly at a rate of 0.0508 yr⁻¹, with 33.72% of the region showing significant improvements and 5.49% degradation; (3) the spatial pattern of FVC was shaped by the distribution of land use types (59.46%), while the temporal dynamics of FVC were driven by land use changes (16.37%) and the land use intensity (37.56%); (4) both the spatial pattern and the temporal dynamics were limited by the environmental conditions. …”
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The Effectiveness of Fiscal Decentralization in Alleviating Poverty from An Sharia Economic Perspective in Kebumen, Indonesia by Muyassarah Muyassarah, Abdul Ghofur, Ali Mutadho, Maizatul Saadiah binti Mohamad, Mansur Mansur

“…The research objective is to determine the effectiveness of fiscal independence in poverty alleviation based on economic principles, efficiency, effectiveness, independence, and the pattern of regional and central relations. This research uses a qualitative approach, secondary data from the 2019-2021 APBD, and interviews by looking at the economic formula, efficiency, and effectiveness, as well as the independence of regional financial management and analysis techniques with an Islamic economic approach.Kebumen's financial management has not been able to reduce the poverty rate because of its low self-support because it still needs a budget injection from the province/central. …”
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<i>Helicobacter pylori</i> Persistence in Patients with Peptic Ulcer Disease and Chronic Gastritis in the Treatment with Antibiotics and Acid-Suppressive Agents by E. V. Golubkina

“…Acid production was significantly higher in the patients with peptic ulcer disease than in those with chronic pancreatits and concomitant gastritis; the former patients show a statistically significant predominance of virulent strains; the latter patients had nonvirulent strains (at the same rate of Helicobacter pylori detection).Conclusion. …”
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Interobserver Agreement and Reliability of Intrapartum Nonreassuring Cardiotocography and Prediction of Neonatal Acidemia by Zhuyu Li, Yan Wang, Jian Cai, Peizhen Zhao, Hanqing Chen, Haiyan Liu, Lixia Shen, Lian Chen, Shufang Li, Yangyu Zhao, Zilian Wang, Yang Pan

“…Six obstetricians from two hospitals with three levels of experience (junior, medium, and senior) reviewed 100 nonreassuring fetal heart rate (FHR) tracings from 1 hour before the onset of abnormalities until delivery. …”
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Functional Reproductive and Developmental Traits Differences Between Two Macrocystis Ecomorphs: Importance of Neutral Lipids by Camilo Rodríguez‐Villegas, Alejandro H. Buschmann, Mayra A. Barrios, Sandra Pereda, Carolina Camus, Pamela Fernández, María C. Hérnandez‐González, Ángela M. Baldrich, Cynthia Urrutia, Ailen M. Poza, Karina Villegas, Camila Martínez, Jaime Vargas

“…Further, we have seen a highly consistent pattern of a higher zoospore production, germination rate, sexual reproductive success, and early developmental performance (growth and survival) of juvenile sporophytes of “pyrifera” compared to “integrifolia.” …”
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Dynamics of cerebral blood flow following sertraline treatment in adolescent depression by Wenyu Ren, Wenyu Ren, Xiao Liu, Zhiwei Zhang, Xiaoqin Zhang, Wei Wu, Xingyu Wang, Zhihui Yu, Chuan Liu, Renqiang Yu

“…Furthermore, Pearson correlation analysis was employed to examine associations between changes in regional CBF and clinical improvement, as measured by changes in the 17-item Hamilton Depression Rating Scale (HAMD-17) scores.ResultsAt baseline, adolescents with depression exhibited increased CBF in the posterior cuneus and decreased CBF in the middle temporal gyrus (MTG), right middle orbitofrontal gyrus, and the left middle frontal gyrus (MFG), compared to healthy controls. …”
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Real-Time, Risk-Based Clinical Trial Quality Management in China: Development of a Digital Monitoring Platform by Min Jiang, Shuhua Zhao, Yun Mei, Zhiying Fu, Yannan Yuan, Jie Ai, Yuan Sheng, Ying Gong, Jingjing Chen

“…Quality findings from the early-stage, interim-stage, and conclusion-stage QC rounds of clinical trials were rated by using 3 severity grades (minor, major, or critical) and classified into 5 categories (with 4 taxonomy levels under each category). …”
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Criminal legal penalties, substance use, and overdose: a concept mapping study examining Colorado’s criminal legal penalties by Katherine LeMasters, Samantha K. Nall, Cole Jurecka, Betsy Craft, Paul J. Christine, Ryan Goodman, Jessie Henderson, Robert Haywood-James, Angela Williams, Grace Wittner, Joshua A. Barocas

“…Participants — recruited from community-based organizations — identified, rated, sorted, and categorized factors affecting criminal legal involvement, substance use, and/or overdose in their community. …”
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Functioning in patients with major depression treated with duloxetine or a selective serotonin reuptake inhibitor in East Asia by Novick D, Montgomery W, Haro JM, Moneta MV, Zhu G, Yue L, Hong J, Duenas H, Brugnoli R

“…Depression severity was assessed using the 16-item Quick Inventory of Depressive Symptomatology-Self Report. PPS were rated using the modified Somatic Symptom Inventory. …”
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Effect of maize-soybean intercropping on quality of vegetable soybean by FANG Ping, LIU Weiguo, LIU Xiaode, LIU Ting, CHI Xiaoyu, XU Yan, PANG Ting, PENG Xiao, CAI Ling, YANG Wenyu

“…Because the appearance quality of vegetable soybean is affected by cropping pattern and the nutrition are affected by pattern and variety, we should screen out well adaptability and good quality varieties. …”
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Perceptions of using herbal medicines for managing menopausal symptoms: a web-based survey of Korean medicine doctors by Ji Hee Jun, Hye Won Lee, Jiae Choi, Tae-Young Choi, Ju Ah Lee, Ho-Yeon Go, Myeong Soo Lee

“…Results: Out of the 497 KMDs, we received responses from 48 doctors, a response rate of 9.7%. The most common symptoms of menopausal disorder perceived by responded KMDs were hot flashes (22.9%), sleep disorders (18.2%), systemic fatigue (12.5%), and sweating (12.0%). …”
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Estimating Future Surface Water Availability Through an Integrated Climate‐Hydrology‐Management Modeling Framework at a Basin Scale Under CMIP6 Scenarios by Manqing Shao, Nelun Fernando, John Zhu, Gang Zhao, Shih‐Chieh Kao, Bingjie Zhao, Elizabeth Roberts, Huilin Gao

“…Finally, the DHSVM simulated naturalized streamflow and reservoir evaporation rate are input to WAM to simulate reservoir FY. A new term—“Ratio of Firm Yield” (RFY)—is created to compare how much FY changes under different climate scenarios. …”
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Annual variation of temperature and mass balance of first-year and second-year land-fast sea ice in Prydz Bay, East Antarctica by Dinglong Zhao, Bin Cheng, Matti Leppäranta, Jingkai Ma, Xuejing Chen, Jiechen Zhao

“…The evolution of the temperature and mass balance of first-year (FYI: Site S1) and second-year (SYI: Site S2) land-fast sea ice (LFSI) in May–November were investigated using high-resolution thermistor-string-based ice mass balance buoys, borehole measurements and a numerical sea ice model. In May, the growth rate of a 0.55 m FYI ice floe (9.2 mm day−1) was twice that of 1.08 m SYI (4.7 mm day−1) in snow-free conditions. …”
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Transarterial chemoembolization for advanced hepatocellular carcinoma after failure of first-line systemic treatment: a single-center case series by Qingyu Xu, Bin Leng, Ran You, Lingfeng Diao, Chendong Wang, Zeyu Yu, Guowen Yin

“…The most common progression pattern was the development of new intrahepatic lesions. …”
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