Discrete dynamics of complex systems by Hermann Haken

“…This article extends the slaving principle of synergetics to processes with discrete time steps. Starting point is a set of nonlinear difference equations which contain multiplicative noise and which refer to multidimensional state vectors. …”
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Transmission Scheme with Limited Channel State Information Feedback for 3D MIMO System by Xing Li, Hui Zhao, Long Zhao, Wenxiu Zhao, Senyao Zheng

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AI-powered analysis of ESG disclosure: a clustering approach to determinants and motivations by Ouissal El Aziz, Abdelkarim Asdiou

“…The selected articles were processed using an approach integrating artificial intelligence tools, in particular natural language processing (NLP) to ensure thematic and semantic analysis of the data, followed by clustering analysis based on TF-IDF vectorization to analyze the identified determinants. …”
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Multidimensional Model of Sebastian Unger’s Idiostyle in Poetic Creativity: Corpus Analysis and NLP Methods by Tetiana Hromko, Liudmyla Panchuk

“…A subcorpus of Unger’s texts (SPU) was created and subjected to automated processing using such methods as word vectorization (Word2Vec, TF-IDF), topic modeling (LDA, BERT), syntactic and morphological analysis, and emotional modeling (Sentiment Analysis). …”
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Anaerobic Digestion of Cattle Manure Contaminated with an Antibiotic Mixture: A Nature-Based Solution for Environmental Management by Giulia Massini, Anna Barra Caracciolo, Jasmin Rauseo, Francesca Spataro, Giulia Scordo, Luisa Patrolecco, Gian Luigi Garbini, Andrea Visca, Paola Grenni, Ludovica Rolando, Valentina Mazzurco Miritana

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Multi-Architecture Halide Template-Driven Automatic Library Function Generation for Simulink Models by Qi Li, Shanwen Wu, Masato Edahiro

“…Experiments were conducted on central processing units (CPUs) and graphical processing units (GPUs) to evaluate performance. …”
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A Sliding Window Data Compression Method for Spatial-Time DOA Estimation by Pin-Jiao Zhao, Guo-Bing Hu, Li-Wei Wang

“…Then, a sliding window data compression processing is performed on the array output matrix to realize fast calculation of time average function, and the computational burden has been reduced accordingly. …”
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Aspects of biosafety and biosecurity in poultry by O. M. Nesterenko

“…Control of biological vectors of introducing pathogens into the farm is carried out through physical protection barriers (arrangement of fences, fences, installation of protective nets and screens on windows, doors, and ventilation shafts). …”
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Extremist Ideology Classification in Kazakh: A Multi-Class Approach Using Machine Learning and Psycholinguistic Analysis by Shynar Mussiraliyeva, Milana Bolatbek, Kymbat Baisylbayeva

“…The combination of CountVectorizer + Logistic Regression + PLAM achieved the highest performance among traditional models (F1-score: 0.9305, Accuracy: 0.9308, ROC AUC: 0.9892). …”
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ICCA-RAG: Intelligent Customs Clearance Assistant Using Retrieval-Augmented Generation (RAG) by Rong Hu, Sen Liu, Panpan Qi, Jingyi Liu, Fengyuan Li

“…Document processing and query generation tasks in customs declaration scenarios face key challenges such as the complexity of multimodal data, adaptability to dynamic regulations, and ambiguity in query semantics. …”
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Identification of DNA N6-methyladenine modifications in the rice genome with a fine-tuned large language model by Yichi Zhang, Hao Chen, Shicheng Xiang, Zhibin Lv

“…Through transfer learning, we fine-tune the model on the rice 6mA recognition task, converting raw DNA sequences into high-dimensional feature vectors. These features are then processed by an XGBoost algorithm to generate predictions. …”
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Business metrics in the age of digitalization: new challenges and opportunities by I. N Belousov, U. A. Borovy, K. G. Gladkov

“…The system helps in promptly identifying bottlenecks and optimizing business processes. The article proposes a grouping of business metrics according to various indicators, parameters, and goals.Results and Discussion. …”
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Applying Fourier Neural Operator to insect wingbeat sound classification: Introducing CF-ResNet-1D by Béla J. Szekeres, Máté Natabara Gyöngyössy, János Botzheim

“…Mosquitoes and other insects are vectors of severe diseases, posing significant health risks to millions worldwide yearly. …”
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Optimization of mechanical and safety properties by designing interface characteristics within energetic composites by Guijun Wang, Yanqing Wu, Kun Yang, Quanzhi Xia, Fenglei Huang

“…In this work, a mesostructure model reflecting the real internal structure of PBX is established through image digital modeling and vectorization processing technology. The microscopic molecular structure model of PBX is constructed by molecular dynamics, and the interface bonding energy is calculated and transferred to the mesostructure model. …”
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THREE-DIMENSIONAL GIS MODELING OF THE STRELTSOVSKAYA CALDERA’S COVER ON THE BASIS OF SURFACE RELIEF AND THE BASEMENT’S TOP DIGITAL MODELS by I. O. NAFIGIN, S. A. USTINOV, V. A. PETROV

“…To  solve this problem, modeling of the daylight surface relief and the  basement roof has been carried out on the basis on remote sensing  data, geophysical studies, cartographic materials vectorization and  processing results. The space between the constructed surfaces due  to the algorithm for creating closed framework of surfaces has been  transformed into a new object representing three-dimensional  volumetric model of the caldera volcano-sedimentary cover. …”
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Unveiling the intermediate hydrated proton in water through vibrational analysis on the 1750 cm−1 signature by Xuanye Yang, Yu Wu, Siyu Deng, Ling Liu, Hongwei Zhao, Yi Gao, Chungen Liu

“…Abstract Hydration of proton is the key to understand the acid-base chemistry and biochemical processes, for which the Zundel and Eigen cations have been recognized as the foundation. …”
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A SVR Learning Based Sensor Placement Approach for Nonlinear Spatially Distributed Systems by Xian-xia Zhang, Zhi-qiang Fu, Wei-lu Shan, Bing Wang, Tao Zou

“…Many industrial processes are inherently distributed in space and time and are called spatially distributed dynamical systems (SDDSs). …”
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The Scientific Journal "Vestnik of the Medical Institute "REAVIZ": History, Challenges, and Perspectives by V. N. Shabalin, N. A. Lysov, O. N. Pavlova, A. A. Supil'nikov, E. A. Samsonova, E. Yu. Anosova, B. I. Yaremin

“…Overall, attention is paid to the systematic correction of the main vectors of improving editorial policy in accordance with the best international practices of publishing scientific journals, issues of improving the quality of published materials, deepening the review processes and strict selection of articles for publication, attracting authors from various regions of Russia and foreign countries, analyzing the prospects for developing the practice of publishing accompanying digital data and resources along with textual materials, increasing citation and indexing of the journal in authoritative databases, as well as promoting an open access policy. …”
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Two-dimensional analysis of plasma-derived extracellular vesicles to determine the HER2 status in breast cancer patients by Alexis Wilhelm, Charlotte Flynn, Evelyn Hammer, Johannes Roessler, Bernhard Haller, Rudolf Napieralski, Moritz Leuthner, Sanja Tosheska, Kèvin Knoops, Anjusha Mathew, Giuliano Ciarimboli, Jan Kranich, Lavinia Flaskamp, Siobhan King, Heidrun Gevensleben, Quirin Emslander, Anna Pastucha, Mathias Reisbeck, Lukas Rief, Holger Bronger, Tobias Dreyer, Andreas R. Bausch, Andreas Pichlmair, Thomas Brocker, Reinhard Zeidler, Wolfgang Hammerschmidt, Melanie Piedavent-Salomom, Carmen López-Iglesias, Gabrielle Schricker, Oliver Haydn, Marion Kiechle, Sabine Grill, Ron Heeren, Percy A. Knolle, Olaf Wilhelm, Bastian Höchst

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Adaptive Neuro-Fuzzy System for Detection of Wind Turbine Blade Defects by Lesia Dubchak, Anatoliy Sachenko, Yevgeniy Bodyanskiy, Carsten Wolff, Nadiia Vasylkiv, Ruslan Brukhanskyi, Volodymyr Kochan

“…Unmanned aerial vehicles are deployed to photograph the turbines, and these images are beamed back and processed for early defect detection. The proposed adaptive neuro-fuzzy inference system processes the data vectors with lower complexity and higher accuracy. …”
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