Financial Sustainable Growth System 2030 Evidence from Russian and Chinese Gas Companies by A. N. Steblyanskaya, Zhen Wang, G. B. Kleiner, Z. V. Bragina, A. R. Denisov

“…As part of the proposed methodological approach, the original SARIMA model was built. The model explains the internal structure of the financial growth sustainability of the oil and gas industry in Russia and China. …”
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Automatic generation of semantic network for question answering by V. V. Potaraev, L. V. Serebryanaya

“…Semantic network model for representing data and knowledge was analysed. …”
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Happiness Permissibility: Negotiating Hadith on Polygamy as Perfection of Worship in Wahdah Islamiyah Muslim Women by Rahmin Talib Husain, Abd. Hamid Wahid, Mahbub Ghozali, Zumiyati Sanu Ibrahim, Misbahuddin Asaad

“…These three positions emerge from the structure of the hadith discourse where the textual affirmation of polygamy serves as the basis for its resolution. …”
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Property-driven localization and characterization in deep molecular representations by Celia Cintas, Payel Das, Jerret Ross, Brian Belgodere, Girmaw Abebe Tadesse, Vijil Chenthamarakshan, Jannis Born, Skyler Speakman

“…Abstract Representation learning via pre-trained deep learning models is emerging as an integral method for studying the molecular structure–property relationship, which is then leveraged to predict molecular properties or design new molecules with desired attributes. …”
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THE CODE OF THE INCANTATION IN KATERYNA KALYTKO’S COLLECTION PEOPLE WITH VERBS by Svitlana O. Kocherga

“…It focuses on the author’s reflections and meditations during the war, appeals to suggestive speech preserved by genetic memory, and the use of its structures as a form of defence and resistance. The binary time-spatial model of the poet is marked by the cult of night, which corresponds to the ritual and spiritual practice in the field of the mystical. …”
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Examining AI-Powered ADHD Diagnosis: Current Trends, Key Challenges, and Future Directions in the Field by Qurat Ul Ain, Soyiba Jawed, Ahmad Rauf Subhani, Wasi Haider Butt, Muhammad Usman Akram

“…Additionally, there is a lack of interpretability in AI models, particularly DL models. …”
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Research and Application of Complex Lithology Identification Method Based on CNN-GRU by ZHANG Xiaofeng, PANG Chunyang, HU Rui, ZHU Yunfeng, LI Hongxing

“…After applying this model to well A in the Hailar basin, the lithology identification conformity rate reaches 94.8%, which provides a reliable lithological basis for the accuracy of reservoir log interpretation.…”
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Psychometric Properties of the Serbian Version of the Maslach Burnout Inventory-Human Services Survey: A Validation Study among Anesthesiologists from Belgrade Teaching Hospitals by Bojana Matejić, Miodrag Milenović, Darija Kisić Tepavčević, Dušica Simić, Tatjana Pekmezović, Jody A. Worley

“…In order to increase sensitivity of this questionnaire, we performed unfitted factor analysis model (eigenvalue greater than 1) which enabled us to extract the most suitable factor structure for our study instrument. …”
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The Assessment of Social Determinants of Health in Postsepsis Mortality and Readmission: A Scoping Review by Ryan S. Hilton, BS, Katrina Hauschildt, PhD, Milan Shah, MD, Marc Kowalkowski, PhD, Stephanie Taylor, MD

“…Only one study including race/ethnicity discussed the use of this variable as a surrogate for social disadvantage, and none specifically discussed structural racism. None of the studies specifically addressed methods to validate the accuracy of SDH or handling of missing data. …”
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Legal support for the activities of self-regulating organizations (comparison of the experience of the G7 countries) by Anna F. Masalab

“…A number of areas of professional activity in which there is mandatory self-regulation in the Russian Federation were selected: construction (as well as engineering surveys, architectural and structural design), the activities of arbitration managers. …”
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“Old” and “New” Trust in Higher Education by P. A. Ambarova, G. E. Zborovsky, N. V. Shabrova

“…The need to preserve trust as a fundamental basis and source of development of Russian higher education requires the study of its structural characteristics and understanding of the resource potential of trust by representatives of educational communities.The aim of the research was the sociological substantiation of actualisation in higher education of the old resource properties of trust and the emergence of new ones associated with the prospects of transition to a non-linear model of higher education.Methodology and research methods. …”
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“Your behavior is not welcome here…”: forced internal displacement of sexual and gender minorities in Kenya by Emmy Kageha Igonya, Ebenezer Kwesi Armah-Ansah, Winstoun Muga, Kristefer Stojanovski

“…Rethinking LGBTQ+ IDPs through the lens of coercion may better capture the lived experiences given the structural stigma and violence in which they live and cannot escape.…”
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Retinal imaging based glaucoma detection using modified pelican optimization based extreme learning machine by Debendra Muduli, Rani Kumari, Adnan Akhunzada, Korhan Cengiz, Santosh Kumar Sharma, Rakesh Ranjan Kumar, Dinesh Kumar Sah

“…Abstract Glaucoma is defined as progressive optic neuropathy that damages the structural appearance of the optic nerve head and is characterized by permanent blindness. …”
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NLE-ANSNet: A Multilevel Noise Estimation and Adaptive Scaling Framework for Hybrid Noise Suppression in Contrast-Enhanced Magnetic Resonance Imaging for Hepatocellular Carcinoma by Jasem Almotiri

“…NLE-ANSNet achieves a PSNR of 34.01 dB and an SSIM of 0.9393, surpassing those of state-of-the-art models. The method aims to support diagnostic reliability by preserving image structure and intensity fidelity in CE-MRI interpretation. …”
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Detecting Driver Drowsiness Using Hybrid Facial Features and Ensemble Learning by Changbiao Xu, Wenhao Huang, Jiao Liu, Lang Li

“…Variations in facial structure necessitate personalized feature extraction thresholds, yet existing methods apply a uniform threshold, leading to inaccurate feature extraction. …”
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Shifting the Paradigm by Fabrizio Speziale

“…The last part of the article looks at the conceptual structure of the Ma‘dan al-šifā’ and how the Sanskrit sources and their models shaped the organization of the sections of the Persian book. …”
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ILViT: An Inception-Linear Attention-Based Lightweight Vision Transformer for Microscopic Cell Classification by Zhangda Liu, Panpan Wu, Ziping Zhao, Hengyong Yu

“…COKA integrates Omni-Dimensional Dynamic Convolution (ODC), linear attention, and a Kolmogorov-Arnold Network(KAN) structure to enhance feature learning and model interpretability. …”
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Hybrid Method for Oil Price Prediction Based on Feature Selection and XGBOOST-LSTM by Shucheng Lin, Yue Wang, Haocheng Wei, Xiaoyi Wang, Zhong Wang

“…The experimental results show that the Mean Absolute Error (MAE) and Root Mean Square Error (RMSE) of the proposed hybrid prediction framework are the lowest compared to the benchmark model, at 0.7333 and 1.1069, respectively, which proves that the designed prediction structure has better efficiency and higher accuracy and stability.…”
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Tectonic Rift-Related Manganese Mineralization System and Its Geophysical Signature in the Nanpanjiang Basin by Daman Cui, Zhifang Zhao, Wenlong Liu, Haiying Yang, Yun Liu, Jianliang Liu, Baowen Shi

“…This study integrates global gravity and magnetic field models (WGM2012, EMAG2v3), audio-frequency magnetotelluric (AMT) profiles, and regional geological data to investigate ore-controlling structures. …”
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Gliding direction of Mycoplasma mobile correlates with the curved configuration of its cell shape by Kana Suzuki, Daisuke Nakane, Masaki Mizutani, Takayuki Nishizaka

“…This general observation is explained by the helical structure of protein tracks (Nakane et al., 2013) or the asymmetric array of gliding machineries (Morio et al., 2016), but these interpretations have not been directly examined. …”
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