Study of complexity factor and stability of dynamical systems in $$f(\mathcal {G})$$ f ( G ) gravity by M. Zeeshan Gul, W. Ahmad, M. M. M. Nasir, Faisal Javed, Orhan Donmez, Bander Almutairi

“…We select the identical complexity factor for the structure as used in the non-static scenario, while considering the analogous criterion for the most elementary pattern of development. This technique involves formulating structural scalars that illustrate the fundamental features of the system. …”
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Decoration Samples of Mushaf Rosettes from the Xth-XIIth Centuries in the TSMK F. Edhem Karatay Catalog by Yusuf Bilen, Ayşegül Şenlik

“…The rosettes in Mushafs have been evaluated in terms of composition, color, motif, pattern construction and stylistic features. A detailed examination of the rosettes in question in terms of illumination will be valuable in terms of determining the historical development process of illumination art and its effects on the contemporary understanding of decoration.…”
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Neuropathic Cystinosis: A Rare Case Report by Ahmed Muthana, Rabab Farhan Thejeal, Ikhlas Ali Ahmed

“…The child had a few dysmorphic features such as frontal bossing and wrist widening. …”
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Organization of Medical Care to Children with Road Traffic Injury in the Rostov Region by I.I. Babich, T. V. Vygonskaya, F. G. Sharshov, Ye. A. Spiridonova, S. A. Rumyantsev, E. E. Rostorguyev

“…By keeping in mind the specific features of the emergency medical system existing in the region, the authors propose its further development, by organizing interregional centers on the basis of a number of central regional hospitals for the treatment of children with traumatic lesions (among other things, by allocating pediatric beds in the intensive care units). …”
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Pathway-like Activation of 3D Neuronal Constructs with an Optical Interface by Saeed Omidi, Yevgeny Berdichevsky

“…Responses of the network to the stimulation possessed features of neuronal population code, including separability by input pattern and mixed selectivity of individual neurons. …”
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APPLICATION OF THE EVOLUTIONARY PARADIGM TO DESIGNING ARCHITEСTURE OF A NEURAL NETWORK FOR RECOGNIZING THE DISTORTED TEXT by Y. A. Bury, D. I. Samal

“…And if today it is impossible to determine the exact architecture of the links in biological neural systems, then at least one can try to reproduce the very process of their formation in order to obtain a more universal algorithm than those developed to the present moment.In opposite to them we form the final structure of the core of the classification system by evolutionary process, taking into account the knowledge about the features of the development and construction of the nervous system of vertebrates.Applying of the approach makes it possible to abstract from the limitations of existing neural network algorithms, caused by the scope of application of specific types of their structures.…”
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Coupling Coordination Evaluation of Ecological Security in Coal Resource-Exhausted Villages by Pingjia Luo, Tianlong Liu, Haiyang Cao, Hao Chen, Weixi Chen

“…Although the exploitation of coal resources has driven regional economic growth, it has also inflicted considerable ecological damage. The sustainable development of ecological security in coal resource-exhausted villages is challenged by multiple pressures, states, and response requirements. …”
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Transportation carbon emission efficiency network formation mechanism and spatial structural complexity analysis: Evidence from China by Lin Liu, Yuming Liu, Rong Zhao

“…The growing intricacy and expansion of the transportation network structure present challenges to achieving low-carbon development and sustainable growth in China's regional transportation industry. …”
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Self-organizing dynamic research based on phase coherence graph autoencoders: Analysis of brain metastable states across the lifespan by Hao Guo, Yu-Xuan Liu, Yao Li, Qi-Li Guo, Zhi-Peng Hao, Yan-Li Yang, Jing Wei

“…Metastable states play a crucial role in understanding the complex dynamical mechanisms of the brain, and analyzing them helps to reveal the mechanisms of functional changes in the brain throughout development and aging. Specifically, global metastable state provides a overall perspective on the flexibility of brain reorganization, while the evolution trajectories of transient functional patterns capture detailed changes in brain activity. …”
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A continuous real-world dataset comprising wearable-based heart rate variability alongside sleep diaries by Aitolkyn Baigutanova, Sungkyu Park, Marios Constantinides, Sang Won Lee, Daniele Quercia, Meeyoung Cha

“…The dataset aims to benchmark in-the-wild HRV recordings, enable future analyses in the field, and support the development of predictive analytics that use sleep patterns and wearable data as health indicators.…”
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Computer Based Body Exposure in Adolescents With Anorexia Nervosa: A Study Protocol by Valeska Stonawski, Lena Sasse, Gunther Moll, Oliver Kratz, Stefanie Horndasch

“…Body dissatisfaction is a core feature of eating disorders (EDs) and plays an essential role in the development and maintenance of anorexia nervosa (AN). …”
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User authentication of industrial internet based on HHT transform of mouse behavior by Yigong ZHANG, Qian YI, Jian LI, Congbo LI, Aijun YIN, Shuping YI

“…The rapid development of the industrial internet had caused widespread concern about the network security, and the end-user authentication technology was considered a research hotspot.According to the characteristics of human-computer interaction in industrial internet, an experimental website was designed.24 users' mouse behavior data in an uncontrolled environment were collected within 2.5 years to conduct case studies.Hilbert-Huang transform (HHT) was used to extract frequency domain features of mouse behavior signals, combined with time domain features to form a time-frequency joint domain feature matrix of 163-dimensional to characterize user mouse behavior patterns.Bagged tree, support vector machine (SVM), Boost tree and K-nearest neighbor (KNN) were used to build a user authentication model， and the comparison result showed that the Bagged tree had the best internal detection effect in this case, with an average false acceptance rate (FAR) of 0.12% and an average false rejection rate (FRR) of 0.28%.In external detection, the FAR was 1.47%.Compared with the traditional mouse dynamics method, the frequency domain information of mouse behavior extracted by HHT can better realize the user authentication, and provide technical support the security of the industrial internet.…”
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Interpretability Study of Gradient Information in Individual Travel Prediction by Ziheng Su, Pengfei Zhang, Xiaohui Song, Yifan Li

“…Descending-order masking strategies exhibit the strongest impact, highlighting nonlinear interactions among features. Contribution maps visualize how gradients capture regular patterns and anomalies. …”
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Innovative Techniques for Enhancing the Reliability of Machine Learning Classifiers in Protein-Protein Interaction Hotspot Prediction by M. O. Otun

“…Key approaches include advanced feature engineering, integration of multi-omics data, ensemble learning methods, and the application of deep learning architectures. …”
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Mapping urban functional zones with remote sensing and geospatial big data: a systematic review by Shouhang Du, Xiuyuan Zhang, Yichen Lei, Xin Huang, Wei Tu, Bo Liu, Qingyan Meng, Shihong Du

“…Spatial analysis units encompass regular grids, road blocks, image segmentation units, traffic analysis zones, and buildings. Data features consist of the remote sensing image-derived features (such as visual, spatial pattern, and abstract features) and the geospatial big data-derived features (such as spatial, attribute, and temporal features). …”
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Reading the works of Verism through the magazines and critics of XIXth century. Text editions, lexical maps and thematic dictionaries in a user-oriented portal by Denise Bruno, Giuseppe Canzoneri, Salvatore Cristofaro, Antonio Di Silvestro, Laura Mazzagufo, Daria Spampinato

“…The focus is on the creation of a hybrid edition-archive, or knowledge site, where textual reading is complemented by both synchronic and diachronic data analysis. A central feature is the development of a lexical map, the Verbum dictionary, that links secondary literature on Verismo to primary sources through an interactive timeline (Ver-in-time). …”
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Trispecific SEED antibodies engineered for neutrophil-mediated cell killing by Veronica Natale, Gergely Heves, Katharina Stadlbauer, Florian Rüker, Vanessa Siegmund, Lukas Pekar, Stefan Zielonka, Lars Toleikis, Stefan Becker, Gordana Wozniak-Knopp

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Enhancing pancreatic cancer detection in CT images through secretary wolf bird optimization and deep learning by Sandhya Mekala, Phani Kumar S

“…The SeWBO is designed by incorporating Wolf Bird Optimization (WBO) and the Secretary Bird Optimization Algorithm (SBOA). Then, features like Complete Local Binary Pattern (CLBP) with Discrete Wavelet Transformation (DWT), statistical features, and Shape Local Binary Texture (SLBT) are extracted. …”
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Comparative Analysis of Measurement Tools in the Cognex D900 Vision System by Daniel Jancarczyk, Jacek Rysiński, Jakub Worek

“…Conversely, the ViDi tool offers comprehensive image analysis without the need to specify detail features, enabling the detection of any deviations from a reference pattern. …”
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Influence of Geometry and Boundary Conditions in Area of Cohesion between Materials on the Reflection of an Ultrasonic Beam. Part 1. Theoretical research by A. R. Bayev, A. L. Mayorov, N. V. Levkovich, D. V. Shavlovskiy, M. V. Asadchaya

“…There is shown that there are conditions to achieve sufficiently high sensitivity detection of interface defects when the scattered waves receiving are to be at angles outside the main directivity lobe of the scattering field pattern. The evolution features of the scattering field structure which are needed for the development of the method of evaluation the cohesion of materials has been got.…”
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