A Comprehensive Review of Deep Learning Applications in Cotton Industry: From Field Monitoring to Smart Processing by Zhi-Yu Yang, Wan-Ke Xia, Hao-Qi Chu, Wen-Hao Su, Rui-Feng Wang, Haihua Wang

“…Traditional technologies such as spectral imaging and machine learning improved cotton cultivation and processing, yet their performance often falls short in complex agricultural environments. …”
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Implementation of a sensory modulation intervention in mental health outpatient services: a process evaluation study by Klara Forsberg, Daniel Sutton, Sigrid Stjernswärd, Ulrika Bejerholm, Elisabeth Argentzell

“…The implementation was generally carried out as intended. Nonetheless, certain challenges emerged during the implementation process, both within the contextual environment and during the delivery of the intervention. …”
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Restoration of Lost Functions in Students after Blast Traumatic Brain Injuries in the Process of Inclusive Physical Education by Oksana Blavt, Oleksandr Herasymenko

“…The research combined theoretical (analysis, synthesis, generalization) and empirical methods (pedagogical experiment, testing). …”
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THE PROCESS OF GLOBALIZATION AND THE PROBLEM OF THE NATIONAL CHARACTER IN THE “EAST – WEST” CONTEXT (on the example of modern Turkish and Azerbaijani stories) by Sima T. Shafizadeh

“…The article deals with the influence of traditions and the theory of global thought on the essence of the national literatures of Azerbaijan and Turkey. The methods of analysis are associated with a conceptual approach to the general directions of literary trends in the modern artistic word. …”
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Psychological and Linguistic Peculiarities of English Mastering by the Children of Young School Age in the Process of Associative Symbols Usage by Людмила Гусак, Ольга Шапран, Юрій Шапран

“…Research methods: theoretical (analysis, systematization, generalization of modern literature); empirical (experimental work using the ASM); statistical (methods of quantitative and qualitative processing of the obtained research results, statistical calculation according to the Pearson homogeneity criterion). …”
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Factors influencing non-communicable disease policy process in Sub-Saharan Africa: a scoping review by Bey-Marrié Schmidt, Connie Hoe, Solange Mianda, Shannon McMahon, Joy Mauti, Enny Brouns, Chanelle Mulopo

“…Six different types of policy actors were identified, namely, (i) government, (ii) private sector, (iii) advocates, (iv) experts, (v) international partners, (vi) experts and (vii) general public. Policy actors used lobbying tactics to influence how the policy process was executed; however, it was unclear how the process of influence took place. …”
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Fast perceptual learning induces location-specific facilitation and suppression at early stages of visual cortical processing by Yajie Wang, Zhe Qu, You Wang, Mingze Sun, Mengting Mao, Yulong Ding

“…These findings provide the first evidence that fast PL induces both location-specific facilitation and location-specific suppression at early stages of visual cortical processing. We speculate that while the facilitation effect indicates more efficient allocation of voluntary attention to the trained location induced by fast PL, the suppression effect may reflect learning-associated involuntary suppression of visual processing at the untrained location. …”
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Visual Footprint of Separation Through Membrane Distillation on YouTube by Ersin Aytaç, Mohamed Khayet

“…In this research, we investigate the trace of separation through membrane distillation (MD) on YouTube using statistical methods and natural language processing. The dataset collected on 04.01.2024 included 212 videos with key characteristics such as durations, views, subscribers, number of comments, likes, etc. …”
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Impact of Different Thermal Processing Techniques on the Phytochemical Composition, Antioxidant Capacity, and DNA-Protective Properties of Broccoli by Karlo Miškec, Marta Frlin, Ivana Šola

“…These results demonstrate that thermal processing significantly affects the phytochemical composition and functional properties of broccoli, with steaming and air-frying generally preserving the highest nutritional quality. …”
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Thermodynamic, exergy and exergo-environmental analysis of waste feedstock for the H2 production: A simulation study by Bilal Kazmi, Syed Ali Ammar Taqvi, Usama Ahmed, Libor Štěpanec, Salman Raza Naqvi

“…A simulation-based parametric analysis was performed to optimize three key process variables: reactor temperature (650–800 °C), steam-to-biomass ratio (0.88–2.22), and CaO-to-biomass ratio (1.77–2.22).. …”
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Dynamics of the self-purification processes in the waters of the Dniester river during the years 2015-2024 (Dubasari - Vadul lui Voda section) by Maxim Cisteacov, Gheorghe Duca, Vladislav Blonschi, Viorica Gladchi, Angela Lis, Elena Bunduchi

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Artificial Intelligence Applied to the Analysis of Biblical Scriptures: A Systematic Review by Bruno Cesar Lima, Nizam Omar, Israel Avansi, Leandro Nunes de Castro

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Spatiotemporal dynamics reveal high turnover and contrasting assembly processes in fungal communities across contiguous habitats of tropical forests by Chieh-Ping Lin, Yu-Fei Lin, Yu-Ching Liu, Mei-Yeh Jade Lu, Huei-Mien Ke, Isheng Jason Tsai

“…Co-occurrence network analysis revealed more complex and deterministic networks in leaf and twig habitats, while soil was driven by stochastic processes and contained most habitat-specific ASVs. …”
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MATHEMATICAL MODELS FOR DETERMINING THE PARETO FRONT FOR BUILDING TECHNOLOGICAL PROCESSES OPTIONS UNDER THE CONDITIONS OF INTERVAL PRESENTATION OF LOCAL CRITERIA by Vladimir Beskorovainyi, Lyudmyla Kolesnyk, Dr. Chinwi Mgbere

“…The following tasks have been solved in the article: review and analysis of the current state of the problem of supporting decision-making in the tasks of optimization of TP at the stages of their design or reengineering; decomposition of the problem of making project decisions; formalization of the task of comparing intervals for selection of Pareto fronts using comparison indices based on the generalized Hukuhari difference; development of a mathematical model of the problem for the method based on Carlin's lemma; development of a mathematical model of the problem for the method based on Hermeyer's theorem; determination of the Pareto front in the task of optimization of TP by the method of pairwise comparisons. …”
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Quantitative research on general practitioner policies in China from 1997 to 2023 by MA Xinru, ZHOU Yanxin, YAN Mengyu, LI Jing, SONG Shujie, SUN Mei

“…ObjectiveTo understand the development stages and use of policy tools of general practitioner policies in China since it was first proposed, to summarize the experience and explore the shortcomings, so as to provide references for the adjustment and optimization of China’s general practitioner policies.MethodsContent analysis and mathematical statistics analysis were used to conduct a quantitative research on 111 policy documents with 422 policy items involving general practitioners at the national level from 1997 to 2023, through a three-dimensional analysis framework integrating policy tools, human capital process and policy development stages.ResultsCapacity‑building policy tools were most frequently used in general practitioner policies, and the policy tools gradually shifted from mandate to inducement. …”
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Automated Search and Analysis of the Stylometric Features that Describe the Style of the Prose 19th-21st Centuries by Ksenia V. Lagutina, Alla M. Manakhova

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Implications of the integration process of the administrative records of criminality between the SPOA (Oral Accusatory Criminal System) of the Attorney General’s Office (FGN) and t... by Jair David Rodríguez Ortega, Lorena del Pilar Caro Zambrano, Daniel Mejía Londoño, Mauricio Romero Hernández, Franney Campos Méndez

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A burst capacity model for pipelines containing pinhole-in-corrosion defects by Yufei Shen, Wenxing Zhou

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Analisis Proses Politik Uji Mampu Baca Al-Qur’an Calon Anggota DPRA Dan DPRK Bagi Partai Politik Nasional Di Provinsi Aceh by Nana Nana, R. Hamdani Harahap, Heri Kusmanto

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Machine Learning Methods of Providing Informational Management Support for Students’ Professional Development by I. G. Zakharova

“…The effectiveness of this interaction resulted from its information support, based on reliable information, promptly provided to all the members of learning process.The aim of this paper was to study the machine learning methods potential for the effective management of learning process by the example of implementing information support component designed to diagnose and predict the professional development of students based on automatic text analysis.Methodology and research methods. …”
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