Large scale summarization using ensemble prompts and in context learning approaches by Andrés Leiva-Araos, Bady Gana, Héctor Allende-Cid, José García, Manob Jyoti Saikia

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Mutual Trade of BRICS Countries in the Logic of Integration Cooperation by I. V. Boiko

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Determination of Appropriate Thresholding Method in Segmentation Stage in Detecting Breast Cancer Cells by Adem Polat, Cihat Ediz Akbaba

“…Today, computer-aided image processing systems play an important role in the detection of diseases. …”
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Seed purity assessment by means of spectral imaging by G.V. Nesterov, A.V. Guryleva, A.A. Zolotukhina, D.S. Fomin, D.S. Fomin, Y.K. Shashko, A.S. Machikhin

“…In this work, we propose a technique for identifying impurity grains from spectral images using neural networks that is able to analyze a heap of seeds, grouping grains with similar spectral and morphological characteristics and optimizing the main stages of forming a training sample of a neural network model, recording and processing data. …”
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Design Guidelines for Optical Camera Communication Systems: A Tutorial by Anqi Liu, Wenxiao Shi, Majid Safari, Wei Liu, Jingtai Cao

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Technology System and Engineering Practice of Data Field by Manqing Wu, Richang Hong, Zuocheng Wang, Chuanwen Lin, Yunjie Ma, Jiafeng Guo, Le Wu, Ju Fan, Lan Zhang, Xiang Wang

“…With the market-oriented allocation reform of data elements as the main line, cultivating a national integrated data market to promote data utilization is the general program for the innovative development of China's data elements. …”
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Image Inpainting and Digital Camouflage: Methods, Applications, and Perspectives for Remote Sensing by Kinga Karwowska, Damian Wierzbicki, Michal Kedzierski

“…Image inpainting refers to the process of restoring missing or damaged areas in an image. …”
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Improving the efficiency of the formation of professional competencies Masters in “Information Security” based on the use o CASE-technologies by A. V. Gavrilov, V. A. Sizov

“…The paper proposes a method to justify the choice of the main directions for the protection of enterprise information based on the analysis of its business processes. …”
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AI-Based Classification of Pediatric Breath Sounds: Toward a Tool for Early Respiratory Screening by Lichuan Liu, Wei Li, Beth Moxley

“…These features were then fed into various classifiers, including K-Nearest Neighbor (KNN), artificial neural networks (ANNs), hidden Markov models (HMMs), logistic regression, and decision trees, for recognition and classification. Main Findings: Experimental results from across 120 infants and preschoolers (2 months to 6 years) with respiratory disease (30 asthma, 30 croup, 30 pneumonia, and 30 normal) verified the performance of the proposed approaches. …”
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Binarized Neural Networks for Resource-Efficient Spike Sorting by Luca M. Meyer, Majid Zamani, Andreas Demosthenous

“…Deep learning-based spike sorting algorithms are based on power-intensive dot products, which poses challenges for on-chip processing with resource-constrained devices. In contrast, binarized neural networks offer great potential for on-chip sorting, mainly relying on bitwise operations and accumulations. …”
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THE USE OF INTERACTIVE STUDYING METHODS IN TEACHING OPERATIVE SURGERY AND TOPOGRAPHIC ANATOMY by V.M. Fedorak

“… One of the main requirements of credit-modular system of studying at medical schools is improving the quality of training of future doctors, because patients' lives depend on their knowledge and skills. …”
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DSC-SeNet: Unilateral Network with Feature Enhancement and Aggregation for Real-Time Segmentation of Carbon Trace in the Oil-Immersed Transformer by Liqing Liu, Hongxin Ji, Junji Feng, Xinghua Liu, Chi Zhang, Chun He

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Legal Means of Providing the Principle of Transparency of the Artificial Intelligence by Yu. S. Kharitonova

“…The most fruitful way to establish trust towards artificial intelligence is to recognize this technology as a part of a complex sociotechnical system, which mediates trust, and to improve the reliability of these systems. The main provisions and conclusions of the research can be used to improve the legal mechanism of providing transparency of the artificial intelligence models applied in state governance and business.…”
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Medical Data over Sound—CardiaWhisper Concept by Radovan Stojanović, Jovan Đurković, Mihailo Vukmirović, Blagoje Babić, Vesna Miranović, Andrej Škraba

“…As a case study, this paper presents the real-time transmission and processing of ECG signals. The transmitter integrates an ECG sensing module, an encoder (either a PLL-based FM modulator chip or a microcontroller), and a sound emitter in the form of a standard piezoelectric speaker. …”
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Widely targeted metabolomics and SPME-GC-MS analysis revealed the quality characteristics of non-volatile/volatile compounds in Zheng’an Bai tea by Li Liu, Dahe Qiao, Xiaozeng Mi, Shirui Yu, Tingting Jing, Yanlin An

“…In fresh leaves, the most significant differential metabolites (VIP > 1, p < 0.05) among different samples mainly include substances such as ethyl gallate, theaflavin, isovitexin and linalool, while the main differential metabolites of samples in the processing stage include alkaloids, polyphenols and flavonoids such as zarzissine, methyl L-Pyroglutamate, theaflavin 3,3’-digallate, euscaphic acid and ethyl gallate. …”
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Association between psychiatric symptoms with multiple peripheral blood sample test: a 10-year retrospective study by Jianqing Qiu, Cheng Yu, Yalan Kuang, Yao Hu, Ting Zhu, Ting Zhu, Ke Qin, Wei Zhang, Wei Zhang, Wei Zhang, Wei Zhang

“…In this study, we investigated the associations between peripheral blood test indexes with various symptom levels of major depressive disorder (MDD), bipolar disorder (BD), and schizophrenia (SCZ) to explore the availability of peripheral blood test indexes.MethodsWe extracted cases diagnosed with MDD, BD, and SCZ at West China Hospital from 2009 to 2021, translated their main complaints into Research Domain Criteria (RDoC) symptom severity scores using nature language processing (NLP), and collected their detailed psychiatric symptoms and peripheral blood test results. …”
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Enhanced Gold Ore Classification: A Comparative Analysis of Machine Learning Techniques with Textural and Chemical Data by Fabrizzio Rodrigues Costa, Cleyton de Carvalho Carneiro, Carina Ulsen

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Epidemiological aspects of enterovirus infection in the Russian Federation during the period of 2018–2019 by N. I. Romanenkova, N. R. Rozaeva, M. A. Bichurina, O. I. Kanaeva, I. G. Chkhyndzheriya, L. V. Shishkina, A. G. Madoyan, N. V. Valdaitseva

“…Enteroviruses of species B, mainly Echovirus 30, Echovirus 6 and Coxsackieviruses B1–6 were the etiological agents of enterovirus meningitis. …”
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Fast networking strategy of spacecraft based on competing time slots by Song Zhaohan, Zhang Dezhi

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La difficile mise en œuvre de la patrimonialisation dans la ville de Naplouse (Territoires palestiniens occupés) by Pauline Bosredon, Marie-Thérèse Grégoris, Elsa Bergery

“…Located in the occupied Palestinian territories, Nablus is now the second largest city in the West Bank after Hebron. Its heritage, mainly concentrated in its old town, testifies to its long history dating back to Roman antiquity and to the many influences (Mamluk, Ottoman...) that have shaped it. …”
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