Enhancing FTIR Spectral Feature Construction for Aero-Engine Hot Jet Remote Sensing via Integrated Peak Refinement and Higher-Order Statistical Fusion by Zhenping Kang, Yurong Liao, Xinyan Yang, Zhaoming Li

“…Regarding the issue of constructing Fourier transform infrared (FTIR) spectral characteristics of hot jet of aero-engines, this paper presented a construction algorithm for the FTIR spectral characteristics of an aero-engine hot jet, which integrated staged refined processing and statistical feature fusion. …”
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IMPROVEMENT OF THE METHODOLOGICAL APPROACH TO ASSESSING THE IMPACT OF PUBLIC GOVERNANCE ON ENSURING THE ECONOMIC SECURITY OF THE STATE by L. Akimova, O. Akimov, I. Mihus, Y. Koval, V. Dmitrenko

“…It is to address this result that the issue of regulating the role and place of economic security in the general system of public administration mechanisms in Ukraine arises. …”
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Research into Robust Federated Learning Methods Driven by Heterogeneity Awareness by Junhui Song, Zhangqi Zheng, Afei Li, Zhixin Xia, Yongshan Liu

“…Second, a multi-loss optimization scheme is formulated, integrating classification loss, heterogeneity loss, feature center alignment, and L2 regularization for improved robustness against distributional shifts during local training. …”
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Performance Evaluation of Mutual Funds Using the Value-Based DEA Method by Khadijeh Ghaziyani, Seyede Fatemeh Bagheri, Babak Ejlali

“…Methodology: In terms of classification based on the purpose of this research, the purpose of the applied type is to develop applied knowledge in a specific field. …”
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Integrating SEResNet101 and SE-VGG19 for advanced cervical lesion detection: a step forward in precision oncology by Yan Ye, Yuanyuan Chen, Jiajia Pan, Peipei Li, Feifei Ni, Haizhen He

“…Abstract Background Cervical cancer remains a significant global health issue, with accurate differentiation between low-grade (LSIL) and high-grade squamous intraepithelial lesions (HSIL) crucial for effective screening and management. …”
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Hierarchical cross-modal attention and dual audio pathways for enhanced multimodal sentiment analysis by D. Vamsidhar, Parth Desai, Aniket K. Shahade, Shruti Patil, Priyanka V. Deshmukh

“…Such that, the results reveal an improvement of classification accuracy especially with missing or noisy modality data. …”
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Mapping 30-m cotton areas based on an automatic sample selection and machine learning method using Landsat and MODIS images by Zhuting Tan, Zhengyu Tan, Juhua Luo, Hongtao Duan

“…Specifically, the cropland in this study was extracted by using an object-oriented classification method with Landsat images and the results were optimized as the vectorized boundary of croplands. …”
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Lightweight Pre-Trained Korean Language Model Based on Knowledge Distillation and Low-Rank Factorization by Jin-Hwan Kim, Young-Seok Choi

“…Remarkably, on the NSMC sentiment classification benchmark, KR-ELECTRA-Small-KD surpasses the teacher model with an accuracy of 89.720%. …”
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Advanced AI-driven detection of cinnamon powder adulteration using near-infrared spectroscopy and deep learning image recognition technique by Hao-Hsiang Ku, Ya-Chuan Liao, Ching-Ho Chi

“…In addition, the NIR-DL model, which utilizes deep learning-based multivariate classification methods for NIR spectral analysis, and the Image-DL model, which is based on deep learning for image recognition, were also established to analyze cinnamon powder samples. …”
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Age-adjusted Charlson Comorbidity Index scores predict major adverse cardiovascular events and all-cause mortality among systemic lupus erythematosus patients by Mei-Hua Chuang, Tzyy-Ling Chuang, Kuang-Yung Huang, Yuh-Feng Wang

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Communication Scenarios of Misunderstanding by N. V. Kazarinova

“…The meanings that communicators give to a message are not pre-defined, but are created, produced, and constructed in a communicative interaction through contextspecific discursive procedures and practices, while also triggering specific socially recognizable types of contexts.Results and discussion. The variant of classification of various types of cognitive and communicative experience acquired by people in situations of misunderstanding is offered. …”
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Unveiling the Mysteries of Molecular Testing in AML: A Guide for Oncologists [Podcast] by Zeidan AM, Loghavi S

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AFN-Net: Adaptive Fusion Nucleus Segmentation Network Based on Multi-Level U-Net by Ming Zhao, Yimin Yang, Bingxue Zhou, Quan Wang, Fu Li

“…Therefore, a novel nucleus segmentation method based on the U-Net architecture is proposed to overcome this issue. Firstly, we introduce a Weighted Feature Enhancement Unit (WFEU) in the encoder decoder fusion stage of U-Net. …”
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¿Pierde atractivo el Mercado Bursátil Nacional? by Isabel Barrientos Blanco, Herla Pineda Segura, Carlos Alberto Valverde Brealey

“…The fact that since 2001, 24 companies have chosen to un-register in the stock market as debt bond issuers and many others currently registered have not issued bonds recently seems to show that something is not functioning properly. …”
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Values associated with Nordic Walking: An international cross-sectional survey among individuals practicing walking with poles. by Wioletta Szymczak, Krzysztof Jurek, Monika Dobrogowska

“…<h4>Aim</h4>It is based on the results of original international sociological research study on the issue of sociodemographic profiles of Nordic Walkers in the context of the values associated with this sports activity.…”
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Bone Mineral Density is Decreased in Patients with Systemic Sclerosis and Correlates With Serum Intact Parathormone Levels: A Cross-Sectional Study by Shefali Sharma, Aadhaar Dhooria, Tulika Singh, Varun Dhir, Arghya Chattopadhyay, Debashish Mishra, Sanjay Jain

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Clinical efficacy and safety of tocilizumab in the treatment of seropositive rheumatoid arthritis patients in India by Abhishek Kumar, Darshan Singh Bhakuni, K Shanmuganandan, Arun Hegde, Vivek Vasdev, M N Arjun, Kunal Kishore

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Impact of Solubility Enhancement Methods on the Dissolution Rate of Valsartan Sachet by Anjam H. Abdalla, Anoosh B. Hagop, Dina A. Boya

“…There are many drugs of various therapeutic categories fall in Biopharmaceutics Classification System Classes II and IV as they lack solubility. …”
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Self-stigma and quality of life in patients with depressive disorder: a cross-sectional study by Holubova M, Prasko J, Ociskova M, Marackova M, Grambal A, Slepecky M

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Hip Abductor Muscle Strength In Patients With Avascular Necrosis of The Femoral Head by Niketa Patel, Jaykumar Soni

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