Synergizing TabNet and SHAP for PM10 Forecasting: Insights From Makkah, Saudi Arabia by Abdulrazak H. Almaliki, Afaq Khattak

“…This study utilizes the TabNet model to estimate PM10 concentrations, taking advantage of its ability to perform sparse feature selection and sequential decision-making to uncover complex relationships among different environmental variables. …”
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Advancing prenatal healthcare by explainable AI enhanced fetal ultrasound image segmentation using U-Net++ with attention mechanisms by Retinderdeep Singh, Sheifali Gupta, Heba G. Mohamed, Salil Bharany, Ateeq Ur Rehman, Yazeed Yasin Ghadi, Seada Hussen

“…The proposed system demonstrates readiness for clinical workflows due to its ability to deliver a sophisticated prenatal diagnostic instrument that enhances healthcare results.…”
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An A-6 subgroup member of DREB gene family positively regulates cold stress tolerance by modulating an antioxidant defense system in transgenic potato by Saba Azeem, Faiza Munir, Alvina Gul, Rabia Amir

“…The dehydration-responsive element binding (DREB) transcription factors are central to improving plant’s ability to endure cold stress. In this work, the expression pattern of the StDREB30 (A-6) gene was analyzed in response to cold stress in transgenic potato. …”
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Investigation of the Psychometric Properties of the Turkish Version of the Epistemic Trust, Mistrust, and Credulity Questionnaire in Adults by Yusuf Bilge, Yıldız Bilge, Fatma Şenel

“…The concept of epistemic trust, which has an important role in the social learning process, is defined as the ability to evaluate the information conveyed by others. …”
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Estimation of Daylily Leaf Area Index by Synergy Multispectral and Radar Remote-Sensing Data Based on Machine-Learning Algorithm by Minhuan Hu, Jingshu Wang, Peng Yang, Ping Li, Peng He, Rutian Bi

“…The RFR importance score screened the top five important features, including vegetation indices land surface water index (LSWI), generalized difference vegetation index (GDVI), normalized difference yellowness index (NDYI), and backscatter coefficients VV and VH. Vegetation index features characterized canopy moisture and the color of daylilies, and the backscatter coefficient reflected dielectric properties and geometric structure. …”
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An Ultra Wideband Bandpass Filter based on Spoof Surface Plasmon Polaritons by SHU Yaohui, TANG Yiming, LI Zekun

“…【Objective】Spoof Surface Plasmon Polaritons (SSPPs) has the characteristics of low loss, high transmission efficiency, and strong binding ability to electromagnetic waves, which has been widely used in microwave device design. …”
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Effect of Different Storage Periods and Medium on Germination and Seedling Parameters of Faba Bean (Vicia faba L.) by Hatice Bozoğlu, Zeynep Aybey

“…It has been concluded that the loss of germination power is very low in about 1 year of storage of faba bean, which have strong germination ability.…”
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Multi-layer Embedded Optimization of Microgrid Capacity Considering Price and Incentive/Compensation Coupling Mechanism by Xianhui ZHU, Xu HU, Nan SHI, Yao ZHANG, Jingwen ZHONG

“…This study proposes a collaborative optimization idea of source and load sides by combining multiple response mechanisms to fully tap the ability of two-way interaction between supply and demand sides to stabilize the difference between source and load in the microgrid. …”
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Research on Fire Detection of Cotton Picker Based on Improved Algorithm by Zhai Shi, Fangwei Wu, Changjie Han, Dongdong Song

“…This algorithm includes the introduction of a mutation operator in the gray wolf algorithm to improve the search ability of the algorithm, and, at the same time, we introduce the PSO algorithm idea. …”
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3D medical image segmentation using the serial–parallel convolutional neural network and transformer based on cross‐window self‐attention by Bin Yu, Quan Zhou, Li Yuan, Huageng Liang, Pavel Shcherbakov, Xuming Zhang

“…Abstract Convolutional neural network (CNN) with the encoder–decoder structure is popular in medical image segmentation due to its excellent local feature extraction ability but it faces limitations in capturing the global feature. …”
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Examining The Impact of Various Factors on Working From Home by Muhammad Fajar Nugroho

“…The results of this study highlight the significant influence of computer and internet network availability on WFH implementation, as evidenced by the path coefficient value of 0.632, the T statistic value of 4.201, and the V value of 0.000. …”
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Study on the self-lubrication and corrosion resistance of the epoxy coatings containing microcapsules with poly urea-formaldehyde/ nanozirconia as nanocomposite shell by Ali Hasan, Reza Eslami-Farsani, Hossein Ebrahimnezhad-Khaljiri

“…The self-healing coatings that were scratched demonstrated remarkable abilities to heal and prevent corrosion in microcracks. …”
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Thermoelectric power factor optimization in hydrothermally synthesized SnO2 nanoparticles by Cu doping by Najaf Abbas Khan, Anas Al Tarabsheh, S. Ikram, A. Ali, K. Mahmood

“…However, the Seebeck coefficient decreases, indicating a reduced ability to generate a thermoelectric voltage in response to a temperature gradient. …”
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Robust self management classification via sparse representation based discriminative model for mild cognitive impairment associated with diabetes mellitus by Yun-xian Wang, Rong Lin, Hao Liang, Yuan-jiao Yan, Ji-xing Liang, Ming-feng Chen, Hong Li

“…Then, the coefficient of determination $$\:{R}^{2}$$ is adopted to determine the category based on the sparse histogram of the test sample. …”
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Financial performance analysis of GIC Re by Tutun Mukherjee, Pinki Gorai, Som Sankar Sen

“…The results also reveal GIC Re is lacking ability of growing internally. Moreover, there remains a significant possibility of GIC Re going into financial distress in the near future and so. …”
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On the phenomenological implications of a Pati-Salam model spontaneously broken by Higgs fields in fundamental representations by George K. Leontaris, Ruiwen Ouyang, Ye-Ling Zhou

“…Interestingly, the one-loop beta coefficient of the SU(4) C gauge coupling is zero in the minimal ℤ 3 model, rendering the corresponding gauge coupling near-conformal in the UV. …”
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Atomistic-Level Insights into MgO and Na₂O Modifications of Molten Aluminosilicate Slag: A Molecular Dynamics Research on Structural Evolution and Properties by Chunhe Jiang, Bo Liu, Jianliang Zhang, Kejiang Li

“…By constructing slag models with varying Na₂O/MgO ratios, the variations in pair distribution functions, oxygen structural units, coordination environments, diffusion coefficients, and viscosity were analyzed in detail. …”
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EXPERIMENTAL STUDY OF SULPIRIDE TOXICITY AT DIFFERENT FORMS OF ITS INTAKE INTO THE BODY by Лариса Геннадьевна Горохова, Татьяна Георгиевна Корсакова, Татьяна Дмитриевна Логунова

“…The study medication had a marked ability to cumulation, the cumulation coefficient was 2.9. …”
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HMA-Net: a hybrid mixer framework with multihead attention for breast ultrasound image segmentation by Soumya Sara Koshy, L. Jani Anbarasi

“…The model achieved a Jaccard index of 98.04% and 94.84% and a Dice similarity coefficient of 99.01% and 97.35% on the BUSI and BrEaST datasets, respectively.DiscussionThe ConvMixer and ConvNeXT modules are integrated with convolution-enhanced multihead attention, which enhances the model's ability to capture local and global contextual information. …”
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Machine Learning Approach to Model Soil Resistivity Using Field Instrumentation Data by Md Jobair Bin Alam, Ashish Gunda, Asif Ahmed

“…Sub-surface soil hydrological characterization is one of the challenging tasks for engineers and soil scientists, especially the complex hydrological processes that combine key variables such as soil moisture, matric suction, and soil temperature. The ability to infer these variables through a singular measurable soil property, soil resistivity, can potentially improve sub-surface characterization. …”
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