The Problem of Home Education of Schoolchildren in Pedagogical Theory and Practice by M. V. Romanova, Yu. A. Safronova

“…What affects the organization of school education, the manifestation of social difficulties, such as overcrowded classes, lack of staff in schools, dif-ficulties for children to follow patterns in the learning process or program changes. …”
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Automated Pipeline for Robust Cat Activity Detection Based on Deep Learning and Wearable Sensor Data by Md Ariful Islam Mozumder, Tagne Poupi Theodore Armand, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim

“…Our study culminates in the development of an automated system for robust pet (cat) activity analysis using artificial intelligence techniques, featuring a 1D-CNN-based approach. …”
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Characterizing and Detecting Multiscenario Degradation of the Maidika Alpine Wetland Nature Reserve in the Qinghai–Tibet Plateau Using Landsat Time Series by Ye Chen, Ren Ci, Dongping Zhong, Liangyun Liu, Jinyuan Yu, Dongdong Zhang, Yindong Tong, Yingchun Fu

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Sleeping quality, sleeping habits, and their association with BMI in children in southern China by Chuican Huang, Yue Lei, Weijia Wu, Qing Luo, Wenting Cao, Junwei Xie, Hongai Li, Lichun Fan

“…ObjectivesThis study analyzes the effects of sleep quality along with sleep duration and bedtime on BMI in children aged 3–12 years and explores their role in the occurrence and development of obesity in children.MethodsThis study conducted a cross-section study on children in 18 cities and counties of Hainan Province. …”
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Using 3D observations with high spatio-temporal resolution to calibrate and evaluate a process-focused cellular automaton model of soil erosion by water by A. Eltner, D. Favis-Mortlock, O. Grothum, M. Neumann, T. Laburda, P. Kavka

“…Such calibrations are an essential complement to the development of erosion models which are able to forecast the impacts of future global change. …”
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Seed yield limitations of coriander (Coriandrum sativum L.) based on plant structure analysis by S. Kalenska, B. Mazurenko, L. Harbar, M. Zhovtun, A. Yunyk, V. Mokrienko

“…Graphical models and correlation matrices were developed for three coriander varieties with similar morphological features (Oksanit, Nectar, Caribe). …”
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Detection of antibodies associated with anti-phospholipid syndrome in patients with syphilis by N. K. Levchik, N. V. Zilberberg, M. V. Ponomareva

“…Little is known about the behavior of antibodies associated with anti-phospholipid syndrome in syphilis. To investigate the patterns of antibodies associated with anti-phospholipid syndrome production in syphilitic infection. …”
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Prediction of delirium occurrence using machine learning in acute stroke patients in intensive care unit by Hyungjun Kim, Hyungjun Kim, Min Kim, Da Young Kim, Dong Gi Seo, Ji Man Hong, Ji Man Hong, Dukyong Yoon, Dukyong Yoon

“…We observed that the patterns of dynamic features, including BT, SpO2, RR, and Heart Rate Variability (HRV) kept changing as the time points were getting closer to the delirium occurrence time. …”
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Spatial heterogeneity of cultural ecosystem services in grand canal rural heritage sites: A community gradient framework using participatory mapping by Xin Jiang, Xi Chen, Qinghai Zhang, Yutao Li, Mingrui Wang, Yongjun Li, Xing Xiong, Xiaoning Wu, Xin Li, Yujia Zhong, Yong Lu

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Nonlinear Relationship Between the Elderly’s Perception of Green Spaces and Their Activity Characteristics by Yuanjing WU, Yongyi YOU, Wei ZHOU, Siren LAN

“…Ultimately, this research supports the high-quality development of urban green spaces and advances policy goals centered on healthy aging and sustainable urban living.…”
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Acting with the World: Doing without Science by Andrew Pickering

“…To bring out its key features I discuss a form of natural farming developed in Japan by Masanobu Fukuoka, emphasising the way in which Fukuoka’s poetic approach foregrounds the performative back and forth with nature that I call a dance of agency. …”
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Identification and Evolution of Core Technologies in the Chip Field Based on Patent Networks by Ying Wang, Renda Chen, Jindong Chen

“…Packaging and testing technology tended to develop in synergy with integration and intelligence.…”
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Research on Damage Detection of Dual-Rotor Synchronous Excitation Mine Screen Beams Based on Strain Mode Difference Vibration Mode Analysis by Xiaohao Li, Yahui Wang, Yang Zhou

“…Based on the characterization of the vibration response of mine screen frame beams with varying degrees of damage at the same location and with the same degree of damage but at different locations, this paper develops a method of strain modal difference vibration pattern analysis and damage feature extraction for the detection of structural damage in beams. …”
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Vehicle recognition in acoustic sensor networks using multiple kernel sparse representation over learned dictionaries by Rui Wang, Wenming Cao, Zhihai He

“…In the proposed multiple kernel sparse representation–based classification method, acoustic features of vehicles are extracted and mapped into a high-dimensional feature space using a kernel function, which combines multiple kernels to obtain linearly separable samples. …”
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Investigation on the motion and fragmentation mechanism of rockfall based on PIV-seismic signal monitoring by Sui Zhende, Zhang Ke, Zhang Kai, Lin Qibin

“…Consequently, in subsequent optimization design of engineering protection structures, greater attention should be paid to the effects of particle size distribution resulting from rockfall fragmentation and the patterns governing high-frequency energy release. This necessitates strengthening research and development on devices specifically aimed at absorbing and dissipating high-frequency energy to ensure enhanced safety and reliability of the protective system in practical applications.ConclusionsParticle Image Velocimetry (PIV) successfully reconstructs the complex movement trajectories and velocity fields of rock blocks during collapse, highlighting the distinct non-linear dynamic behaviors (e.g., sliding, rolling, bouncing) of fragments, particularly smaller ones. …”
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Handwritten Geez Digit Recognition Using Deep Learning by Mukerem Ali Nur, Mesfin Abebe, Rajesh Sharma Rajendran

“…Convolutional neural network (CNN) is preferable for pattern recognition like in handwritten document recognition by extracting a feature from different styles of writing. …”
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Multimodal AI model for preoperative prediction of axillary lymph node metastasis in breast cancer using whole slide images by Doohyun Park, Yong-Moon Lee, Taejoon Eo, Hee Jung An, Haeyoun Kang, Eunhyang Park, Yoon Jin Cha, Heejung Park, Dohee Kwon, Sun Young Kwon, Hye-Ra Jung, Su-Jin Shin, Hyunjin Park, Yangkyu Lee, Sanghui Park, Ji Min Kim, Sung-Eun Choi, Nam Hoon Cho, Dosik Hwang

“…Abstract In breast cancer management, predicting axillary lymph node (ALN) metastasis using whole-slide images (WSIs) of primary tumor biopsies is a challenging and underexplored task for pathologists. We developed METACANS, an multimodal artificial intelligence (AI) model that integrates WSIs with clinicopathological features to predict ALN metastasis. …”
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HMS-PAU-IN: A heterogeneous multi-scale spatiotemporal interaction network model for population analysis units by Xiaorui Yang, Rui Li, Jing Xia, Junhao Wang, Hongyan Li, Nixiao Zou

“…To validate the model, we developed a population prediction model that integrates the multi-scale features of PAUs and introduced Leiden-IES-PMS, a community detection method based on the Leiden algorithm, which integrates internal and external environmental semantics and adopts a proximity merging strategy. …”
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AI-Driven Plant Health Assessment: A Comparative Analysis of Inception V3, ResNet-50 and ViT with SHAP for Accurate Disease Identification in Taro by Valeria Maeda-Gutiérrez, Juan José Oropeza-Valdez, Luis C. Reveles-Gómez, Cristian Padron-Manrique, Osbaldo Resendis-Antonio, Luis Octavio Solís-Sánchez, Hector A. Guerrero-Osuna, Carlos Alberto Olvera Olvera

“…The proposed models significantly improve the ability to recognize complex patterns and features, achieving high accuracy and robust performance in disease classification. …”
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Polysemy of Agentive Suffixes in Slavic: Toward a Cognitive Semantic Analysis by Anastasija Andrejevna Andrejeva

“…This article analyses the polysemy of agent noun suffixes in six Slavic languages (Russian, Ukrainian, Polish, Czech, Serbian, and Slovenian) by using the “metonymic” approach to word formation developed by Laura Janda (2011). It discusses the semantic features of verbs that agentive suffixes can be attached to, and it describes the semantic types represented by the derived nouns. …”
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