Problems of accounting methods in credit unions as non-bank financial intermediary and their solutions by V.S. Mokhniak, L.M. Pylypenko

“…The article provides a classification of loans and deposits to deposit accounts of members of credit unions. …”
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EDUCATION IN ECONOMIC THEORY by Jasmina Osmanković, Hatidža Jahić, Ensar Šehić

“…In order to find answers and to present a current issue why and how certain countries have made progress while others have regressed in the development process, many theories and models explaining processes of growth and development have emerged and developed. …”
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Methodical approach to consideration of the financial system of Ukraine and its restructuring in crisis conditions by S.M. Frolov, F.B. Shukairi, Ye.S. Kozmenko

“…Nowadays, several classifications of the FS in different countries can be distinguished. …”
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Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM by Yulin Wang, Xianjun Du

“…Experimental results showed a fault classification accuracy exceeding 99%, confirming the practical value of the method.…”
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Similarity evaluation of rocket time series data based on radian features by Zeng Teng, Xu Haizhou, Li Linfeng, Zhou Gan, Meng Linggang

“…The proposed algorithm was applied to time series classification task and achieved a classification accuracy improvement of over 26.04% on nine datasets with similar features of rocket data,which proved its effectiveness.…”
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Mind wandering in sensory cortices by Shao-Min Hung, Po-Jang Hsieh

“…Unique patterns in classification were revealed in different individuals, pointing to individual variances in our phenomenal experiences.…”
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Human leukocyte antigen-B alleles in spondyloarthritides: A single-center, prospective, cross-sectional study by Jeet Hemantkumar Patel, Ved Chaturvedi, Lalit Duggal, Neeraj Jain, Gurbir Bhandari, Monika Jain

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Advancing Few-Shot Named Entity Recognition with Large Language Model by Yuhui Xiao, Jianjian Zou, Qun Yang

“…To further reduce the difficulty of entity classification, we introduce multiple label-filtering strategies to reduce the difficulty for LLMs in performing entity classification. …”
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Sistem Pendeteksi Central Sleep Apnea Menggunakan Metode Neural Network dengan Fitur RR Interval dan Durasi QRS by Dittha Ratanasari, Edita Rosana Widasari, Rizal Maulana

“…The sensor detection system performance test yielded a result of 96.18%, and the percentage accuracy of Neural Network classification was 83.3% with a processing time of 46.44ms. …”
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An Early Warning Method Based on Blending of Deep Generative Model and Oversampling Model for Online Learning by Mingyan Zhang, Yiqing Wang, Jui-Long Hung, Jie Wang, Chao Duan

“…Deep generative models and oversampling models are effective methods to solve data imbalance issues, which can improve classification performance. …”
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Succulent-YOLO: Smart UAV-Assisted Succulent Farmland Monitoring with CLIP-Based YOLOv10 and Mamba Computer Vision by Hui Li, Fan Zhao, Feng Xue, Jiaqi Wang, Yongying Liu, Yijia Chen, Qingyang Wu, Jianghan Tao, Guocheng Zhang, Dianhan Xi, Jundong Chen, Hill Hiroki Kobayashi

“…Addressing image-quality issues further facilitates informed decision-making, reducing technical challenges. …”
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Comparing the performance of screening surveys versus predictive models in identifying patients in need of health-related social need services in the emergency department. by Olena Mazurenko, Adam T Hirsh, Christopher A Harle, Joanna Shen, Cassidy McNamee, Joshua R Vest

“…We built an XGBoost classification algorithm using responses from the screening questionnaire to predict HRSN needs (screening questionnaire model). …”
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Research on Data-driven PET-CT Gating Imaging Method by XU Shidong1, 2, 3, 4, SUN Xiaoli1, 3, 4, , LIU Shuangquan1, 3, 4, ZHENG Yushuang1, 3, 4, LI Mohan1, 3, 4, WEI Cunfeng1, 2, 3, 4

“…At the same time, in other applications, the different motion states are of interest, for instance in cardiac studies to find the ejection fraction and wall motion, or in radio-therapy. In response to the issues and needs above, gated imaging methods have been proposed. …”

INTERACTIVE TECHNOLOGY USAGE IN THE FUTURE TRANSLATORS’ TRAINING AS A PLEDGE OF SUCCESSFUL INTERCULTURAL INTERACTION by Pavlovych Maryna

“…The article considers the issue and expediency of organizing interactive training in the process of future translators’ training for intercultural interaction in Ukrainian higher education institutions. …”
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Modern Approaches to the Management of Children with Acute Obstructive Laryngitis and Epiglottitis by Aleksander A. Baranov, Nikolay A. Daikhes, Roman S. Kozlov, Leyla S. Namazova-Baranova, Irina V. Andreeva, Irina V. Artemova, Maiya D. Bakradze, Elena A. Vishneva, Mariya S. Karaseva, Olga V. Kаrneeva, Irina A. Kim, Olga P. Kovtun, Tatiana V. Kulichenko, Yulia S. Lashkova, Irina V. Zelenkova, Gennady A. Novik, Anastasia S. Polyakova, Lilia R. Selimzyanova, Olga U. Stetsiouk, Vladimir K. Tatochenko, Marina V. Fedoseenko, Sergey B. Yakushin

“…This article considers in detail etiology, pathogenesis, and classification issues. Special attention is given to diagnosis, differential diagnosis, and therapy (via evidence-based approach) of acute obstructive laryngitis in children.…”
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Creation of a Safe Educational Environment for Ukrainian Youth During War Conditions by Natalia Tverdokhliebova, Nataliіa Yevtushenko

“…The views of scientists regarding problematic issues that arise for Ukrainians as they seek to integrate into the system of a new country are summarized. …”
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Automated sleep staging model for older adults based on CWT and deep learning by Qunfeng Niu, Ranran Gui, Hengfang Liu, Liuyi Li, Lei Shi, Kunming Jia, Peng Li, Li Wang

“…Traditional sleep staging requires manual classification by professional technicians based on the characteristic features of each sleep stage. …”
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Real time intelligent garbage monitoring and efficient collection using Yolov8 and Yolov5 deep learning models for environmental sustainability by Mohammed M. Abo-Zahhad, Mohammed Abo-Zahhad

“…Increased garbage production has been identified as a significant problem for many cities worldwide and a crucial issue for countries experiencing rapid urban population growth. …”
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Ecological evaluation of cultivating medicinal plants in different rangelands of Lorestan Province by Sajjad Rahimi-Moghaddam

“…Based on the above-mentioned issues, the current research was conducted regarding the ecological evaluation of cultivating medicinal plants in different rangelands of Lorestan Province through analytic hierarchy process (AHP) approach and ArcGIS software in order to restore the rangelands and protect the medicinal plants.Material and methods: The studied area was the rangelands class 1 of Lorestan Province in the west of Iran. …”
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Review of applications of deep learning in veterinary diagnostics and animal health by Sam Xiao, Navneet K. Dhand, Zhiyong Wang, Kun Hu, Kun Hu, Peter C. Thomson, John K. House, Mehar S. Khatkar, Mehar S. Khatkar

“…Various studies have demonstrated notable success in the classification of primary thoracic lesions and cardiac disease from radiographs using DL models compared to specialist veterinarian benchmarks. …”
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