Class-aware multi-source domain adaptation algorithm for medical image analysis using reweighted matrix matching strategy. by Huiying Zhang, Yongmeng Li, Lei He, Wenbo Zhang, Yuchen Shen, Lumin Xing

“…Additionally, first-order and second-order moment matching strategies are applied to effectively align the source and target domains, while an adaptive weighting mechanism is utilized to optimize the contributions of different source domains to the target domain. …”
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A novel framework for neutron-gamma density logging: semi-empirical modeling, directional neutron sources, and experimental benchmarking by Abolfazl Rafizade, Seyed Abolfazl Hosseini

“…This study proposes a novel NGD logging method that utilizes a directional neutron source to enhance measurement precision while reducing the number of required detectors. …”
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Air-ground collaborative multi-source orbital integrated detection system: Combining 3D imaging and intrusion recognition. by Mengyuan Yan, Xingyu Yang, Wei Gao, Lifan Rong, Shengbo Li, Yuan Xiong

“…This study proposes a ground-air collaborative multi-source detection system that integrates 3D light detection and ranging (LiDAR)-based point cloud imaging and deep learning-driven intrusion detection. …”
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Advancements in Z-Source Solid-State Circuit Breakers for Enhanced Protection of DC Distribution Networks: A Comprehensive Review by Sabah Daniar, Amirhossein Khosravi Sarvenoee

“…Among the available topologies, z-source solid-state circuit breakers (Z-SSCBs) prove to be optimal for protecting low- and medium-voltage distribution networks and DC equipment due to their straightforward structure, uncomplicated control mechanisms, and cost-effectiveness. …”
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Improved control of multi terminal direct current voltage source converters using proportional integral and lead lag controllers by Youngmin Gong, Insu Kim, Wonyoung Choi

“…The results showed that connecting a PI controller to the DC link voltage stabilizer and lead-lag compensators to the power source and load achieved optimal performance with an average overshoot of 78% and an average stabilization time of 398 msec. …”
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Open Source Web Application (HealthTest) for Emotional Health and Wellness Management in University Students: Development and Usability Study by Lucrecia Llerena, Daisy Nata Castro, Nancy Rodriguez, Donald Silva Sánchez

“…The Open Source Scrum (OSCRUM) framework was used to optimize collaboration and effectively achieve objectives. …”
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Development of Mercury-Free Far-UVC Light Source Using Luminous Array Film Technology and Its Germicidal Effects by Koichi Shinoda, Kazuaki Mawatari, Thi Kim Ngan Bui, Yasuko Kadomura-Ishikawa, Takashi Uebanso, Hitoshi Hirakawa, Kenji Awamoto, Masayuki Wakitani, Tsutae Shinoda, Akira Takahashi

“…We developed a novel far-UVC light source using Luminous Array Film (LAFi), which excites phosphors by plasma discharge in a neon-xenon gas mixture within a glass tube. …”
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A bibliometric analysis of multi-source information fusion mechanisms in intelligent transportation big data: applications and efficiency perspectives by Minsong Li, Minsong Li, Mohd Adham Isa, Muhammad Khatibsyarbini, Haza Nuzly Abdull Hamed, Donglin Chen

“…The Multi-source Information Fusion (MSIF) mechanism and its applications involving big data in Intelligent Transportation Systems (ITS) represent a major research focus in current studies. …”
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Insights into the electronic and atomic structures of cerium oxide-based ultrathin films and nanostructures using high-brilliance light sources by Paola Luches, Federico Boscherini

“…High-brilliance light sources, such as synchrotrons and free-electron lasers, allow researchers to probe the structural, electronic, and dynamic properties of functional materials at an unprecedented level of detail. …”
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Towards Automatic Detection of Pneumothorax in Emergency Care with Deep Learning Using Multi-Source Chest X-ray Data by Santiago Ibañez Caturla, Juan de Dios Berná Mestre, Oscar Martinez Mozos

“…We address this problem from the perspective of multi-source domain adaptation where different datasets available on the Internet are used for training and testing. …”
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Blind source separation and unmanned aerial vehicle classification using CNN with hybrid cross-channel and spatial attention module by Jiangong Ni, Zhigang Zhou

“…By enhancing the whitening process during the data preprocessing step, the blind source separation process becomes more stable and reliable. …”
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A Proof-of-Concept Open-Source Platform for Neural Signal Modulation and Its Applications in IoT and Cyber-Physical Systems by Arfan Ghani

“…Designed with the Google SkyWater 130 nm open-source process design kit (PDK), this platform emulates Alpha, Beta, and Gamma rhythms. …”
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Analysis of Specific Perfluorohexane Sulfonate Isomers by Liquid Chromatography-Tandem Mass Spectrometry: Method Development and Application in Source Apportionment by Liping Yang, Xin Chen, Lingyan Zhu, Yixin Wang, Guoqiang Shan

“…Characterization of perfluorohexane sulfonate (PFHxS) isomers, a chemical proposed for listing under the Stockholm Convention, is important to elucidate its environmental behaviors and sources. Optimized chromatographic separation coupled with monitoring of the characteristic fragments enabled the identification of four mono-substituted and two di-substituted branched PFHxS isomers. …”
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<i>In Vitro</i> Assessment of Biological and Functional Properties of Potential Probiotic Strains Isolated from Commercial and Dairy Sources by Elmira Kelidkazeran, Meriam Bouri Yildiz, Fikrettin Sahin

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How do animals weigh conflicting information about reward sources over time? Comparing dynamic averaging models by Jack Van Allsburg, Timothy A. Shahan

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Quantitative sources identification of gas emissions in mined-out area of coal seams in the Huanglong coalfield of the Ordos Basin, China by Bingyi Jia, Shugang Li, Haifei Lin, Dongdong Chen, Jingfei Zhang

“…Abstract This study integrates different geochemical analyses (chemical compositions, carbon isotopes) and a physical mixing model to quantitatively identify gas sources and migration mechanisms in the Nanchuan No.2 coal mine. …”
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Retrieval of Passive Seismic Virtual Source Data Under Non-Ideal Illumination Conditions Based on Enhanced U-Net by Wensha Huang, Pan Zhang, Binghui Zhao, Donghao Zhang, Liguo Han

“…The combination of active-source data constraints and the modified MDD further optimizes PVS data retrieval during training. …”
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An open-source interactive AI framework for assisting automatic literature review in forensic medicine: Focus on brain injury mechanisms. by Ya-Wen Liu, Dong-Hua Zou, He-Wen Dong, Yuan-Yuan Liu, En-Hao Fu, Zhi-Ling Tian, Ning-Guo Liu

“…<h4>Background and objective</h4>Systematic reviews and meta-analyses are critical in forensic medicine; however, these processes are labor-intensive and time-consuming. ASReview, an open-source machine learning framework, has demonstrated potential to improve the efficiency and transparency of systematic reviews in other disciplines. …”
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Development of a Non-Uniform Heat Source Model for Accurate Prediction of Wheel Tread Temperature on Long Downhill Ramps by Jinyu Zhang, Jingxian Ding, Jianyong Zuo

“…Accurately simulating the thermal behavior of wheel–brake shoe friction on long downhill ramps is challenging due to the complexity of modeling appropriate heat source models. This study investigates heat generation during the frictional braking process of freight train wheels and brake shoes under long-slope conditions. …”
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Precision Agriculture: A Web-GIS Framework for Health and Stress Assessment Using Multi-Source Remote Sensing Data by S. Bhakal, A. Pandey, K. Jain

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