SFPFMformer: Short-Term Power Load Forecasting for Proxy Electricity Purchase Based on Feature Optimization and Multiscale Decomposition by Chengfei Qi, Yanli Feng, Junling Wan, Xinying Mao, Peisen Yuan

“…In SFPFMformer, the random forest algorithm is applied to select the most important attributes, which reduces redundant attributes and improves performance and efficiency; then, multiple timescale segmentation is used to extract load data features from multiple time dimensions to learn feature representations at different levels. In addition, fusion time location encoding is adopted in Transformer to ensure that the model can accurately capture time-position information. …”
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Growth Factor Comparison in Cortical Demineralized Bone Matrix that Demineralized Using Chloric and Acetic Acid by Mouli Edward, Ferdiansyah Mahyudin, Mohammad Hardian Basuki, Heri Suroto, Ferdiansyah Danang Perwira

“…This study investigated DBM extraction methods using different acids and immersion times to maintain optimal growth factor preservation. …”
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Evaluation of SURUS: a named entity recognition NLP system to extract knowledge from interventional study records by Casper Peeters, Koen Vijverberg, Marianne Pouwer, Bart Westerman, Maikel Boot, Suzan Verberne

“…To this end, we built SURUS, a named entity recognition (NER) system comprised of a Bidirectional Encoder Representations from Transformers (BERT) model trained on a fine-grained dataset. …”
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CCDR: Combining Channel-Wise Convolutional Local Perception, Detachable Self-Attention, and a Residual Feedforward Network for PolSAR Image Classification by Jianlong Wang, Bingjie Zhang, Zhaozhao Xu, Haifeng Sima, Junding Sun

“…Specifically, the proposed method comprises several key modules. In the channel-wise convolutional local perception module, channel-wise convolution operations enable accurate extraction of local features from different channels of PolSAR images. …”
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Utility of ChatGPT as a preparation tool for the Orthopaedic In‐Training Examination by Dhruv Mendiratta, Isabel Herzog, Rohan Singh, Ashok Para, Tej Joshi, Michael Vosbikian, Neil Kaushal

“…Abstract Purpose Chat Generative Pre‐Trained Transformer (ChatGPT) may have implications as a novel educational resource. …”
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Analysis of MMP-8, MMP-20, and TGF-β1 in molar-incisor hypomineralization and assessment of periodontal health by Başak Senian Bilgir, Sema Aydınoğlu, İpek Arslan, Mehtap Atak, Oğuz Köse, Dilara Nil Günaçar

“…Abstract Background Gingival crevicular fluid (GCF) volume can be used to evaluate periodontal diseases, along with matrix metalloproteinase-8 (MMP-8) and transforming growth factor-beta 1 (TGF-β1) found in GCF. …”
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Linguistic and translational features of the international vocabulary of military subject by L. R. Vartanova, Yu. V. Ryndina

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A Digital Ground Distance Relaying Algorithm to Reduce the Effect of Fault Resistance during Single Phase to Ground and Simultaneous Faults by Mohammad Razaz, Seyyed Ghodratollah Seifossadat, Morteza Razaz, Mahmood Joorabian

“…This paper intends to provide an algorithm of fault resistance compensation for digital ground distance relay considering the voltage and current transformer effects. Performance of the conventional ground distance relaying manner is adversely affected by different ground faults and also typical type, called a simultaneous open conductor and ground fault. …”
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Risk Assessment of Low-Voltage Interconnected Distribution Districts Considering Large-Scale Fast Charging Load by Peifeng SHEN, Xuyan WANG, Haoliang ZHANG, Zhinong WEI, Guangkai XU, Guoqiang SUN

“…A risk assessment method of distribution district is proposed based on large-scale electric vehicle(EV) fast charging load. …”
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What Can we Learn from Liberation Theology and how can its Ideas be Applied in Modern Times by Anatoliy DENYSENKO

“…Liberation theology is presented here as a method by which it is possible to conduct a kind of discourse on almost all theological and social topics of the Christian life. …”
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Formation of Instantaneous Differential and Restraining Cur-rents for Differential Protection of Busbar Assemblies by V. S. Kachenya, M. S. Loman

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Using isometric log-ratio in compositional data analysis for developing a groundwater pollution index by Junseop Oh, Kyoung-Ho Kim, Ho-Rim Kim, Sunhwa Park, Seong-Taek Yun

“…This study highlights the essential role of CoDa, especially the ILR -transformation, in overcoming the limitations of traditional statistical methods that often neglect the relative nature of hydrochemical data. …”
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Expression and clinical significance of IGFBP7 and TGFβ1 in esophageal squamous cell carcinoma by REN Huaijing, MA Zhenqi WANG, Xuehong TAO Jianan

“…"<b>Objective</b> To investigate the expression of insulin-like growth factor binding protein 7 (IGFBP7) and transforming growth factor β1(TGFβ1) in esophageal squamous cell carcinoma (ESCC) tissues and their possible mechanisms of action in ESCC. …”
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Phase composition, structure and microhardness of the VT23 titanium alloy after deformation in a Bridgman chamber by Sergey V. Gladkovsky, Vitaly P. Pilyugin, Valeria E. Veselova, Aleksandr M. Patselov

“…Using X-ray diffraction analysis, and transmission electron microscopy methods, made it possible to trace the evolution of alloy structure under high-pressure deformation consisting in grinding of α-, and α"-phase plates compared to the quenched state, as well as in the development of deformation βm→α", and α"→βm martensitic transformations. …”
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The regulatory role of APE1 in epithelial‐to‐mesenchymal transition and in determining EGFR‐TKI responsiveness in non‐small‐cell lung cancer by Xiao Yang, Yu Peng, Xuan Jiang, Xianfeng Lu, Wei Duan, Shiheng Zhang, Nan Dai, Jinlu Shan, Yan Feng, Xuemei Li, Yi Cheng, Yuxin Yang, Laura Baugh, Gianluca Tell, Dong Wang, Mengxia Li

“…We therefore hypothesized a link between APE1 and EGFR‐TKI responsiveness in NSCLC. Methods The protein levels of APE1 were analyzed in tumors of NSCLC patients receiving EGFR‐TKI treatment. …”
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Chaotic spiral based reconfiguration scheme for the mitigation of power loss in solar photovoltaic (PV) systems by Karthick. B, M. Sudhakaran

“…The proposed method is benchmarked against three established configurations: Total-cross-tied (TCT), Chaos Baker Map (CBM), and Improved Odd Even Prime (IOEP). …”
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A theoretical approach to leadership by Milivojević Jelena V.

“…Using descriptive and comparative-analytical methods, the differences between power and leadership are highlighted, followed by an overview of changes in the approach to leadership as a set of traits, skills, styles, and situations. …”
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Treatment with Manganese Porphyrin, MnTnBuOE-2-PyP⁵⁺, Suppressed the Activation of Macrophages in a Mouse Intracerebral Hemorrhage by Shasha Zhang, Jie Cao, Ivan Spasojevic, Miriam Treggiari, Huaxin Sheng

“…In 10–30% of stroke patients following thrombolysis, the hemorrhagic transformation, associated with iron release, occurs. …”
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Development of adaptive mechanisms of budget planning in the field of marketing activities in a turbulent economic environment by A. A. Sazonov, M. V. Sazonova

“…An extensive classification of changes in the field of marketing has been given depending on the level of scale of changes in marketing activity plans at different time stages of planning. The authors propose an updated approach to the organisation of marketing activity planning processes based on network modeling, which is presented as a complex set of knowledge on the transformation of developed strategies and plans of marketing activities to abrupt changes. …”
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The Conversion Polymorphism of Perovskite Phases in the BiCrO₃–BiFeO₃ System by Alexei A. Belik

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