Extracting Filaments Based on Morphology Components Analysis from Radio Astronomical Images by M. Zhu, W. Liu, B. Y. Wang, M. F. Zhang, W. W. Tian, X. C. Yu, T. H. Liang, D. Wu, D. Hu, F. Q. Duan

“…MCA uses a dictionary whose elements can be wavelet translation function, curvelet translation function, or ridgelet translation function to decompose images. …”
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Secondary Frequency Control of Islanded Microgrid Based on Deep Reinforcement Learning by Li WANG, Yuxiang JIANG, Xiangjun ZENG, Bin ZHAO, Junhao LI

“…The reward function balances the goals of frequency recovery and power allocation among distributed energy resources , ensuring consistency in action selection among the intelligent agents. …”
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Heat treatment control technology of high-strength steel gears based on support vector machine by Yanzhong Wang, Libin Zhang, Yulu Su, Hai Liu, HaiLong Yang, Yanyan Chen

“…At the present stage, the method of multi-parameter multi-level combination test block trial production is often used, but its production cycle is long, and the waste of human and material resources is serious. In this study, with the help of machine learning, a support vector machine prediction model of gear tissue distribution is constructed based on heat treatment parameters, and the radial basis functions kernel function is selected as the kernel function of the support vector machine to improve the accuracy of model prediction by optimizing the kernel parameters. …”
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Female Regency Rule in Western Pomerania Exemplified by Duchess Elizabeth, the Wife of Warcisław IV (1326–ca. 1350) by Patrycja Jędrzejewska-Michalak

“…An important aspect is also the presentation of how Elizabeth dealt with the problems she encountered during her rule, as well as the assessment of her actions. The source base consists mainly of selected documents that the duchess exhibited or co-exhibited with her sons.…”
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Environmental impact technology for life cycle assessment in municipal solid waste management by M.A. Budihardjo, I.B. Priyambada, A. Chegenizadeh, S. Al Qadar, A.S. Puspita

“…Municipal solid waste management has evolved from direct disposal to recycling and resource recovery, driven by sustainability. Life cycle assessment has played a crucial role in analyzing the environmental implications of different waste management strategies and selecting the most ecologically feasible options. …”
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Weak Labeling-specific Emitter Identification Algorithm Based on the Weakly Supervised Wav-KAN Network by Kangsheng LIU, Qing LING, Wenjun YAN, Limin ZHANG, Keyuan YU, Hengyan LIU

“…First, a WSW-KAN baseline network is constructed by integrating the unique learnable edge function of the KAN network with the multiresolution analysis of the wavelet function. …”
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Current basic and preclinical research for treatment of radiation therapy–induced hyposalivation by Olga J. Baker, DDS, PhD, Harim Tavares dos Santos, DDS, PhD, Kihoon Nam, PhD

“…Search Strategy: The authors critique and synthesize a broad group of approaches that promote secretory function in an irradiated salivary gland. Citation Sources: Three databases (PubMed, MEDLINE, Google Scholar) were searched for relevant peer-reviewed articles published from January 2000 through July 2024. …”
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Health education interventions for individuals with visual or hearing impairment: a scoping review by Sohyun Jin, Geumbo Ko, Youngshin Song

“…Abstract Background Visual impairment refers to a deficiency in one or more functions of the visual system, while hearing impairment refers to a loss of auditory function, defined either by its impact on communication and daily activities or by clinical thresholds of hearing ability. …”
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Layanan Kesehatan Modern di Jawa sebagai Penyokong Kolonialisme, Penyebaran Agama dan Budaya, Abad XVII-XX by Dadan Adi Kurniawan, Ilham Putra Pratama

“…The primary source used is the Memori Serah Jabatan which is supported by credible and relevant secondary sources such as journals, books and scientific articles. …”
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Global research trends in Chinese medicine for the treatment of non-alcoholic fatty liver disease (NAFLD): A bibliometric study by Kangjie li, Jie Wang, Ming Dang, Runxin Ren, Maomao Fu, Jing Wang, Qiao Zhang, Chongbo Zhao

“…Additionally, expanding the data sources for further analysis is crucial. However, this study has limitations, including reliance on a limited selection of databases and keywords from Web of Science, which may not capture all relevant literature, and the potential bias in the bibliometric analysis.…”
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Construction and Application of Psychological Quality Assessment Model for College Students Based on Extensive Data Analysis by Ping Zou, Yanjun Wu, Jingdan Zhang

“…This paper combines the application methods of big data technology, collects the management data related to the psychological quality assessment of college students, saves them into the system database with certain storage logic, and realizes the function of psychological quality assessment through the design of selected psychological quality assessment data, data management and data resource management and other parts based on the data results of extensive data analysis. …”
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A Multi-Criteria Decision-Making Approach for Sustainable Energy Prioritization by Mohsen Rezaei

“…Iran’s economy is highly dependent on energy exports and applying renewable energy (RE) resources is vital to optimize consumption function. …”
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Multi-objective optimization of urban logistics land: a gradient-based method approach with Wuhan city as an example by Hongzan Jiao, Shuaikang Zhang

“…However, the dual challenge of mismatched logistics supply and demand, along with conflicts in land use functions, can lead to inefficiencies in resource allocation and urban freight system performance. …”
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Prediction for Various Drought Classes Using Spatiotemporal Categorical Sequences by Rizwan Niaz, Mohammed M. A. Almazah, Xiang Zhang, Ijaz Hussain, Muhammad Faisal

“…The MBCSTCS uses the functional structure of first-order Markov model components for modeling each data group. …”
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Transcriptome sequencing and annotation for the Jamaican fruit bat (Artibeus jamaicensis). by Timothy I Shaw, Anuj Srivastava, Wen-Chi Chou, Liang Liu, Ann Hawkinson, Travis C Glenn, Rick Adams, Tony Schountz

“…More than 100,000 contigs were assembled, with 25,000 genes that were functionally annotated. Of the remaining unannotated contigs, 80% were found within bat genomes or transcriptomes. …”
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Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…Additionally, three machine learning methods—Random Forest (RF), LASSO regression, and Support Vector Machine Recursive Feature Elimination (SVM-RFE)—were employed for feature selection and to evaluate the robustness and predictive power of the selected features, with diagnostic efficacy evaluated through Receiver Operating Characteristic (ROC) curves. …”
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Identification of Ecological Security Pattern and Ecological Restoration Zoning Strategy in the Shandong Section of the Beijing-Hangzhou Grand Canal by Chizhou Xu, Yande Jing, Yiwen Zhang, Yingchun Liu, Wenyang Yin, Shiping Zhao

“…The area was divided into five core functional zones. (4) Conclusions: Establishing ecological function zones and considering landscape changes from high-frequency human activities in spatial planning can lead to a more reasonable division of ecological restoration areas. …”
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Integrating isotopic niche metrics and gut microbiota assembly reveals coexistence mechanisms in subtropical riverine fish by Yaqiu Liu, Xinhui Li, Konstantinos Ar. Kormas, Chunni Kou, Huifeng Li, Yuefei Li, Jie Li

“…Furthermore, our findings indicated fish host trophic niche differentiation emerges as an essential adaptive mechanism facilitating interspecific coexistence by minimizing resource competition. Crucially, we identified the similarity of the intestinal microbial community structure is closely related to the degree of overlap of its nutritional ecological niche, indicating functional convergence between host trophic niches and their symbiotic microbiomes.These microbial adaptations facilitate nutritional optimization from varied trophic sources, mediate interspecific resource partitioning, and expand ecological opportunities within the fish community. …”
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Evaluation of the Tree Composition Suitability in Srengseng Urban Forest DKI Jakarta Province by Anggi Aprigianti, Denni Susanto, Mukhlison

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From Nutrition to Energy: Evaluating the Role of Rye (<i>Secale cereale</i> L.) Grain in Sustainable Food Systems and Biofuel Applications by Adam Kleofas Berbeć, Marta Wyzińska

“…It can serve as both a food source and a sustainable biofuel, offering a dual-purpose solution within the circular bioeconomy.…”
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