Unified Dynamic Dictionary and Projection Optimization With Full-Rank Representation for Hyperspectral Anomaly Detection by Hongran Li, Chao Wei, Yizhou Yang, Zhaoman Zhong, Ming Xu, Dongqing Yuan

“…To address these issues, we propose an innovative HAD method that integrates background dictionary learning into the anomaly decomposition process. …”
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In situ electrochemical redox tuning of MXene-Co-MOF to MXene/TiO2@Co3O4 nanosheet with enhanced activity and stability by Xiangfei Sun, Kunfeng Chen, Dongfeng Xue

“…The dual role of in-situ electrochemical oxidation reaction was presented: (1) the electrochemical oxidation reaction facilitates the decomposition of Co3(HHTP)2 MOF to Co3O4 and the transformation of the part of MXene to TiO2; (2) the electrochemical oxidation reaction enhances the Faradaic activity of electrode materials by forming more active sites on weak crystalline MXene/TiO2@Co3O4. …”
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Investigation on the motion and fragmentation mechanism of rockfall based on PIV-seismic signal monitoring by Sui Zhende, Zhang Ke, Zhang Kai, Lin Qibin

“…Compared to traditional monitoring methods focused solely on amplitude, this spectral analysis approach provides a more refined representation of the fragmentation state and changes in movement modality during rockfall. …”
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Global, regional, and national burden of epilepsy, 1990–2021: a systematic analysis for the Global Burden of Disease Study in 2021 by Tianqi Sun, Tianfu Yu, Pengcheng Liu

“…In terms of geographical distribution, the incidence was significantly higher in high Socio-Demographic Index (SDI) regions, while the burden of idiopathic epilepsy was heavier in low SDI areas. Decomposition analyses showed that the increase in incidence of idiopathic epilepsy and DALY in high SDI regions was mainly driven by epidemiological changes, whereas the increase in low SDI areas was more due to population growth. …”
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Spatiotemporal-grained quantitative assessment of construction-induced deformation along the MTR in Hong Kong using MT-InSAR and iterative STL-based subsidence ratio analysis by Jiayuan Zhang, Yuhao Liu, Bochen Zhang, Siting Xiong, Chisheng Wang, Songbo Wu, Wu Zhu

“…We first introduce an iterative seasonal trend decomposition using loess (STL) method to confirm the optimal period for separating seasonal components from the displacement time series. …”
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Quality of life and associated factors among people with chronic diseases in Hubei, China: a cross-sectional study by Xiaosheng Lei, John Adamm Ferrier, Heng Jiang

“…Those reporting an acute illness in the immediate two-week period prior to survey also had lower MCS, but this was mitigated if the person had medical insurance, an annual income of 50,001–100,000 Yuan, regularly exercised, and a more nutritious diet. The Shapley decomposition results revealed that factors such as age (31.2%), income (24.8%), the presence of an illness in the immediate two-week period prior to survey (14.8%), regular meals (13.5%), regular physical exercise (10%), and alcohol consumption (5.7%) contributed to improved PCS, whereas the factors associated with improved MCS included regular meals (33.8%), length of illness/recovery of two-weeks (23%), comparatively higher annual income (16.2%), regular physical exercise (13.9%), and access to medical insurance (11.1%). …”
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Weyl-Type Theorems of Upper Triangular Relation Matrices by Yanyan Du, Junjie Huang

“…In this paper, we utilize the connection between linear relations and their induced operators and use space decomposition methods to characterize the distribution of the spectrum for upper triangular relation matrices. …”
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Approximate Implicitization Using Linear Algebra by Oliver J. D. Barrowclough, Tor Dokken

“…We unify the approaches under the names of commonly known polynomial basis functions and consider various theoretical and practical aspects of the algorithms. We offer new methods for a least squares approach to approximate implicitization using orthogonal polynomials, which tend to be faster and more numerically stable than some existing algorithms. …”
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On the Global Well-Posedness for a Hyperbolic Model Arising from Chemotaxis Model with Fractional Laplacian Operator by Oussama Melkemi, Mohammed S. Abdo, M.A. Aiyashi, M. Daher Albalwi

“…In the first part, we used energy methods to obtain the existence of small solutions in the Besov spaces. …”
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Evaluating socioeconomic inequalities in self-rated oral health and its contributing factors in Brazilian older adults. by Fabíola Bof de Andrade, José Leopoldo Ferreira Antunes

“…Poor self-reported oral health was more prevalent among older adults with low income and educational levels. …”
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Effects of creep on depressurization-induced gas well productivity in South China Sea natural gas hydrate reservoirs by CUI Yudong, LU Cheng, GUAN Ziyue, LUO Wanjing, TENG Bailu, MENG Fanpu, PENG Yue

“…Additionally, the reservoir creep results in a more pronounced pressure drop funnel within the reservoir. …”
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Scheduling and Evaluation of a Power-Concentrated EMU on a Conventional Intercity Railway Based on the Minimum Connection Time by Yinan Wang, Limin Xu, Xiao Yang, Jingjing Bao, Feng Lin, Yiwei Guo, Yixiang Yue

“…In this study, a two-stage, two-layer cycle method is adopted to solve the application plan of an EMU with the minimum total connection time. …”
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Investigation and Trend Prediction of Disease Burden of Hypertensionin the Elderly Population Globally and in China from 1990 to 2021 by ZHAO Xiaoxiao, LU Xiaohui, KE Lixin, GAO Wulin, MENG Xiangran, REN Lili, DING Yunhan, ZHANG Qiang, XUN Yangqin, WU Jibiao, LU Cuncun

“…The relative impact of aging, population growth, and epidemiological changes on disease burden was analyzed using a three-factor decomposition method. Future projections for the disease burden from 2022 to 2040 were performed using a Bayesian model.ResultsFrom 1990 to 2021, both age-standardized mortality and DALYs rates for hypertension in the elderly population demonstrated a significant downward trend globally and in China (both AAPC values were negative, all P < 0.001). …”
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Efficiency of Desiccation, Biomass Production, and Nutrient Accumulation in Zuri and Quênia Guinea Grasses in Integrated Crop–Livestock Systems and Second-Crop Maize by Bruno de Souza Marques, Kátia Aparecida de Pinho Costa, Hemython Luís Bandeira do Nascimento, Ubirajara Oliveira Bilego, Eduardo Hara, Rose Luiza Moraes Tavares, Juliana Silva Rodrigues Cabral, Luciana Maria da Silva, José Carlos Bento, Breno Furquim de Morais, Adriano Carvalho Costa, Tiago do Prado Paim

“…BRS Quênia) against the conventional soybean/maize succession method in a tropical region, and how these systems affect biomass decomposition, C:N ratio, nutrient cycling, and fertilizer equivalents. …”
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Global and national burden of tracheal, bronchus, and lung cancer attributabled to household air pollution from solid fuels in populations aged 55 and above: an integrated study of... by Ke-Jie He, Zhilong Xu, Jianguang Xu, Guoyu Gong

“…From 1990 to 2021, global TBL-related DALYs declined by 4.17% annually, with more substantial reductions in high-SDI regions. …”
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Two-Stage Robust Optimization Considering the Uncertainty of Sources and Loads in Virtual Power Plants by Shixun Qi, Duo Li, Liyong Hou, Haili Wang, Li Xin, Yaojie Jin, Yuanji Cai, Mingfei Ban

“…As the proportion of new energy in VPPs continues to rise, the impacts of the uncertainty of internal new energy output and load have become increasingly significant, and the demand for flexible resources has also become more urgent. To address the challenges of system operation optimization and resource allocation caused by the integration of a large amount of renewable energy on the supply side of the energy system into VPPs and the flexible and changeable load on the demand side, this paper proposes a distributed robust optimization method that simultaneously considers the uncertainties of both the source and the load. …”
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Integrating fast iterative filtering and ensemble neural network structure with attention mechanism for carbon price forecasting by Wang Zhong, Wang Yue, Wang Haoran, Tang Nan, Wang Shuyue

“…The results demonstrate that: (1) the TCN-LSTM model achieves higher prediction accuracy compared to single models. (2) FIF is a more effective decomposition method with superior performance compared to EMD-based methods. (3) The proposed model exhibits the highest predictive capability, with MAE values of 0.0964, 0.1403, 1.9476, 2.0848, and 0.5029 for the five carbon markets, significantly outperforming comparison models. (4) The attention mechanism effectively captures the influence of multiple factors on carbon price, particularly within the short-term components.…”
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DECONSTRUCTING NARRATIVE STRUCTURE: A LINGUISTIC FRAMEWORK FOR CT-BASED SHORT STORY WRITING by Fransiska Marta Sari, Mudhar, Riyati, Sri Utami

“…Although innovative learning methods and technology have been implemented, the fundamental challenge lies in students' abilities to organize ideas logically and structurally in the writing process. …”
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The determinants of under-5 age children malnutrition and the differences in the distribution of stunting-A study from Armenia. by Pavitra Paul, Bhanu Arra, Mihran Hakobyan, Marine G Hovhannisyan, Jussi Kauhanen

“…Using 35,490 observations from Armenian Demographic and Health Survey Data [four waves: Year2015,9533; Year2010,8644; Year2005,8919; Year2000,8334], we apply regression-based decomposition method and inequality measures to identify the determinants of malnutrition and distribution of stunting between and within socioeconomic groups. …”
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Multicomponent MR Image Denoising by José V. Manjón, Neil A. Thacker, Juan J. Lull, Gracian Garcia-Martí, Luís Martí-Bonmatí, Montserrat Robles

“…The proposed algorithm also uses a local Principal Component Analysis decomposition as a postprocessing step to remove more noise by using information not only in the spatial domain but also in the intercomponent domain dealing in a higher noise reduction without significantly affecting the original image resolution. …”
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