VP-SFDA: Visual Prompt Source-Free Domain Adaptation for Cross-Modal Medical Image by Yixin Chen, Yan Wang, Zhaoheng Xie

“…Background: Source-free unsupervised domain adaptation (SFUDA) methods aim to address the challenge of domain shift while preserving data privacy. …”
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Influence of internal heat source on penetrative convection in a dual-component hybrid nanofluid layer by Y.H. Gangadharaiah, Manjunatha N, M. Girinath Reddy, Maryam Ali Alghafli, Irshad Ayoob, Nabil Mlaiki

“…This study investigates the influence of internal heat sources on penetrative convection in a horizontal layer of a common composite nanofluid subjected to bottom heating and salting. …”
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Monitoring water quality parameters using multi-source data-driven machine learning models by Yubo Zhao, Mo Chen, Jinyu He, Yanping Ma

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Multi-Source Heterogeneous Data-Driven Digital Delivery System for Oil and Gas Surface Engineering by Wei Zhang, Zhixiang Dai, Taiwu Xia, Gangping Chen, Yihua Zhang, Jun Zhou, Cui Liu

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BirdRecon: A free open source tool for image based bird species recognition by Hari Kishan Kondaveeti, Nabin Kumar Upadhaya, Dheeraj Sai Tukkugudam, Rahul Panigrahi, Sirivella Madhan Chandra Mouli, Valli Kumari Vatsavayi, Nagendra Panini Challa

“…This study introduces BirdRecon, an open-source bird species recognition system developed to enhance birdwatching, ornithological research, and biodiversity conservation. …”
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Optimal Subsampling for Upper Expectation Parametric Regression by Zhaolei Liu

“…Under certain assumptions, this method satisfies the condition of asymptotic normality. …”
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Stress Tolerance and Organic Acid Productivity of Fungal Strains Isolated from Local Agricultural Sources by Christopher Osazuwa

“…This study was aimed at isolating stress-tolerant fungal strains from local agricultural sources and evaluating their organic acid productivity. …”
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Indoor Air Pollution Source Localization Based on Small-Sample Training Convolutional Neural Networks by Tiancheng Ye, Mengtao Han

“…In addressing the problem of indoor air pollution source localization, traditional methods have limitations such as strong sample dependence and low computational efficiency. …”
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Analytical Optimization of Piezoelectric Circular Diaphragm Generator by S. Mohammadi, M. Abdalbeigi

“…This paper presents an analytical study of the piezoelectric circular diaphragm microgenerator using strain energy method. Piezoelectrics are the intelligent materials that can be used as transducer to convert mechanical energy into electrical energy and vice versa. …”
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Objective evaluation of the pharyngoesophageal segment as a source of substitute phonation in patients after total laryngectomy by N. A. Daikhes, S. S. Reshulskiy, M. L. Isaeva, V. V. Vinogradov

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Permission clustering-based attribute value optimization by Wenchao WU, Zhiyu REN, Xuehui DU

“…In new large-scale computing environment, the attributes of entities were massive and they had complex sources and uneven quality, which were great obstacles to the application of ABAC (attribute-based access control).The attributes were also hard to be corrected manually, making it difficult to be applied in access control system straightly.To solve the optimization problem of nominal attributes, a novel algorithm of attribute value optimization based on permission clustering was designed, in which entities were presented by the privilege set related to them.So that the entities were tagged by density-based clustering method with distances of their privilege set presentations.Then the attribute values were reduced and corrected based on rough set theory.Finally, the algorithm was verified on UCI data sets, which proved that after applying it, ABAC policy mining was improved in the evaluation criteria, such as the true positive rate and F1-score.…”
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Energy Optimisation in Aquaponics—Integrating Renewable Source and Water as Energy Buffer for Sustainable Food Production by Abdul Aziz Channa, Kamran Munir, Mark Hansen, Muhammad Fahim Tariq

“…By leveraging system water as a thermal energy buffer, the method reduces reliance on grid power during solar intermittencies, thereby enhancing renewable energy integration. …”
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Optimized protein extraction for quantitative proteomics of yeasts. by Tobias von der Haar

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Numerical study of the error sources in the experimental estimation of thermal diffusivity: an application to debris-covered glaciers by C. Beck, C. Beck, L. Nicholson

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Analysis of the causality between regional capital expenditure and local own-source revenue in Maluku province by Dientje Rumerung, Hermi Oppier, Fahrudin Ramly, Jopie Tamtelahitu, Izaac Tonny Matitaputty

“…Therefore, the ability of regional governments to optimize regional income sources through extensification and intensification of potential economic sources reduces regional governments' dependence on central government finance.…”
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Estimation of Aboveground Biomass of Chinese Milk Vetch Based on UAV Multi-Source Map Fusion by Chaoyang Zhang, Qiang Zhu, Zhenghuan Fu, Chu Yuan, Mingjian Geng, Ran Meng

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Improved Decoy-State Measurement-Device-Independent Quantum Key Distribution With Imperfect Source Encoding by Xingyu Zhou, Chunmei Zhang, Guangcan Guo, Qin Wang

“…Luckily, by utilizing the data of mismatched bases, the system can even generate secure keys with uncharacterized sources. Here, we give a framework on investigating the practical performance of an improved MDI-QKD with uncharacterized sources, where the three-intensity decoy-state method is employed and full parameter optimizations are applied. …”
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Hyper-FDB-INFO Algorithm for Optimal Placement and Sizing of FACTS Devices in Wind Power-Integrated Optimal Power Flow Problem by Bekir Emre Altun, Enes Kaymaz, Mustafa Dursun, Ugur Guvenc

“…In this study, firstly, the balance between the exploration and exploitation capabilities of the weighted mean of vectors (INFO) algorithm was developed using the fitness–distance balance (FDB) method. Then, the FDB-INFO algorithm was developed with a hyper-heuristic method to create the beginning optimal population by using Linear Population Reduction Success History-based Adaptive Differential Evolution (LSHADE) and a novel Hyper-FDB-INFO algorithm was presented. …”
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Supply chain management and optimization in transportation logistics by Saoussen Krichen

“…Then, we stated some basics of the transportation as an optimization problem. As the transportation activity is a hard optimization problem, two solution approaches are to be considered: exact and approximate methods. …”
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Implementation of Artificial Intelligence in Agriculture to Optimize Irrigation by A. Yu. Fedosov, A. M. Menshikh

“…The relevance of artificial intelligence in agriculture is substantiated for irrigation optimization. (Research purpose) To report on the progress made over the past few years in the application of artificial intelligence to optimize crop irrigation. …”
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