Identification of swine- specific microbial genetic markers using competitive DNA hybridization by FAN Lihua, MO Hongfei, ZHANG Xiaofeng, SHUAI Jiangbing, CHEN Qing

“…Moreover，three sequences exhibited identity to genes in Archaea. Biochemical function annotation revealed that 38.5% of the total analyzed sequences were predicted as genes with unknown functions. …”
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The use of cosmetic freeze-dried kelp as a food fortifier (analytical review) by A. V. Burminsky, V. N. Orobinskaya, I. N. Pushmina, T. N. Lavrova, S. A. Emelyanov

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RISK FACTORS OF DEVELOPMENT OF PLANTATSIONNY AFFORESTATION by Elena Kolesnichenko, Ivan Torzhkov, Yana Radyukova, Svetlana Morkovina

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PSYCHOPOETICS: REFLECTING ON THE EXPERIENTIAL PERSPECTIVE OF INTERPRETING POETRY by Olga P. Vorobyova

“…Relying upon the method of introspection along with new gains in Cognitive and Multimodal Poetics, Intermediality studies and basic assumptions of the theory of emotional resonance makes it possible to correlate traditional and novel facets of poetological text analysis in a new light, while prognosticating the vectors of its further elaboration. The latter prove to fit in the global vector that characterizes the evolution of linguistic paradigms, i.e. from the emphasis upon structural and functional properties of text and its elements to focusing on dominant mental images and key concepts in their emotional and value-oriented aura, and still further to searching for sources and mechanisms of energy-driven impact pertaining to literariness and its poetic manifestations upon the reading audience. …”
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Secure data transmission through fractal-based cryptosystem: a Noor iteration approach by Deepak Negi, Rajiv Kumar, Vijay Kumar, Arvind Dhaka

“…Initial Key values are produced by the fractal function using the Julia set and the XOR operator. …”
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Feature extraction and fault diagnosis of gearbox based on ICEEMDAN, MPE, RF and SVM by DING Xiaofeng, ZHANG Yuhua

“…To solve the challenges related to non-stationary vibration signals in gearboxes, i.e. difficult feature extraction, high redundancy of feature vectors and low fault identification rate, this paper proposed a method of feature extraction and fault diagnosis of gearboxes based on the improved complete ensemble empirical mode decomposition with adaptive noise (ICEEMDAN), multi-scale permutation entropy (MPE), random forest (RF) feature importance ranking and support vector machine (SVM). …”
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STRATEGIC INNOVATION IN INTERNATIONAL EDUCATION AND DEVELOPMENT OF MICROECONOMICS OF SMALLAND MEDIUM-SCALE ENTERPRISES by S. Zappala

“…The article deals with the questions of international cooperation of universities in Italy and Russia, the development strategy of enterprises in the sphere of small- and medium-scale business, the impact of partnership with the private business sector in Italy and Russia, ensuring effective development of international education as a key to high fl xibility and conformity with the requirements of innovative economy in various countries. …”
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A Dynamic Neural Network Optimization Model for Heavy Metal Content Prediction in Farmland Soil by Kun Cao, Cong Zhang, Liangliang Li, Shuaifeng Li

“…Through comparison with support vector machine(SVM), light gradient boosting machine(LightGBM), RBFNN, and genetic algorithm optimizes the radial basis function neural network(GA-RBFNN), the experimental results demonstrate that the DNNOM is closer to the real value than the other four models, and the four error indicator values are also significantly lower than those of the other comparison models, which have higher prediction accuracy. …”
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An application of Arctic puffin optimization algorithm of a production model for selling price and green level dependent demand with interval uncertainty by Hachen Ali, Md. Al-Amin Khan, Ali Akbar Shaikh, Adel Fahad Alrasheedi, Seyedali Mirjalili

“…A partial backlog of shortages with interval values is incorporated in this model. The associated optimization problem is characterized as a maximization problem, wherein the objective function exhibits values throughout an interval. …”
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Conditions and sources of households' well-being in Russia: regional aspect by I. A. Bondarenko

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The differential orbitofrontal activity and connectivity between atypical and typical major depressive disorder by Zhi-Peng Guo, Lei Chen, Li-Rong Tang, Yue Gao, Miao Qu, Lihong Wang, Chun-Hong Liu

“…Support vector machine (SVM) approaches were applied to examine the validity of the findings in distinguishing the two types of MDD. …”
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Efficiency of tray dryer moisture removal: Experimental and AI studies by A. Al-Haddad, T. Kikhavani, Seyyed Hosseini

“…Among 240 experimental data points, the multilayer perceptron using radial basis functions (MLP) showed the best outcomes, obtaining a MAPE of 0.000013 % during training and 2.62 % during testing, an RMSE of 0.0134 for training and 0.479 for testing, along with R² values of 1.0 (training) and 90.7 % (testing). …”
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Nutritional Enhancement of Crackers Through the Incorporation of By-Products from the Frozen Pumpkin Industry by Miguel A. Gallardo, M. Esther Martínez-Navarro, Irene García Panadero, José E. Pardo, Manuel Álvarez-Ortí

“…The agri-food sector faces the challenge of valorizing by-products and reducing waste. …”
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A Deep Learning-Driven Black-Box Benchmark Generation Method via Exploratory Landscape Analysis by Haoming Liang, Fuqing Zhao, Tianpeng Xu, Jianlin Zhang

“…This study proposes a method for generating benchmark functions tailored to single-objective continuous optimization problems with boundary constraints using predefined ELA feature vectors to guide their construction. …”
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A Novel Iterative-SLM Algorithm for PAPR Reduction in 5G Mobile Fronthaul Architecture by Mohammed I. Al-Rayif, Hussein Seleem, Amr Ragheb, Saleh Alshebeili

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ON THE CONCEPT OF SMALL AND MEDIUM-SIZED BUSINESSES by Z. Zargaryan

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Comparative Evaluation of Qualitative and Nutraceutical Parameters in Fresh Fruit and Processed Products of ‘Lady Cot’ and Vesuvian ‘Pellecchiella’ Apricot Cultivars by Aniello Falciano, Aurora Cirillo, Mariachiara Ramondini, Prospero Di Pierro, Claudio Di Vaio

“…These findings have significant implications for the functional food sector, as they underscore the importance of cultivar selection and processing strategies to preserve valuable bioactive compounds. …”
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Methods for Applying Matrices when Creating Models of Group Pursuit by A. A. Dubanov

“…The listed processes were illustrated by functions in the given coordinate systems and animation. …”
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Unraveling the complexity: Influential factors and trajectories of NGO advancement in China—A fsQCA analysis of 46 Cases by Boyan Zhao, Meiqia Yu

“…By integrating the AGIL functional analysis model, the research uncovers that no single factor—be it public expectations, digital technology, governmental support, cross-sector collaboration, key actors, or organizational culture—predominates in fostering advanced development. …”
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<i>Millettia speciosa</i> and By-Products: A Comprehensive Review of Chemical Composition, Bioactivities, Safety, and Industrial Applications by Juntai Chen, Wenyong Lou

“…Furthermore, this work outlines the current and emerging applications of MS and its by-products in key industries: in the food sector as functional ingredients and nutritional supplements, in agriculture as biofertilizers and animal feed additives, and in cosmetics for their antioxidative and skin-protective effects. …”
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