On the Minimum Dataset Requirements for Fine-Tuning an Object Detector for Arable Crop Plant Counting: A Case Study on Maize Seedlings by Samuele Bumbaca, Enrico Borgogno-Mondino

“…In contrast, models trained on in-domain data reached the benchmark with as few as 60–130 annotated images, depending on architecture. Transformer-based models (RT-DETR) required significantly fewer samples (60) than CNN-based models (110–130), though they showed different tolerances to annotation quality reduction. …”
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Application of machine learning for predicting the incubation period of water droplet erosion in metals by Khaled AlHammad, Mamoun Medraj, Moussa Tembely

“…Data transformation methods significantly enhanced model performance, with the LR model using Box-Cox transformation achieving the highest accuracy (R2 > 90%, low MAE), followed by the ANN model with Yeo-Johnson transformation (R2 > 85%). …”
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Operationalizing and measuring climate change adaptation success by Henry A. Bartelet, Michele L. Barnes, Lalu A. A. Bakti, Graeme S. Cumming

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Multimodal Rumor Detection by Online Balance Multimodal Representation Learning by Jianing Ren, Tingting Zhong

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Hybrid deep learning framework based on EfficientViT for classification of gastrointestinal diseases by Vishesh Tanwar, Bhisham Sharma, Dhirendra Prasad Yadav, Abolfazl Mehbodniya

“…The proposed Efficient Vision Transformer (EfficientViT) is a new deep learning-based model using EfficientNetB0 in combination with the Vision Transformer (ViT) for the classification of eight different types of diseases in the GI system. …”
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Semantic-Aware Remote Sensing Change Detection with Multi-Scale Cross-Attention by Xingjian Zheng, Xin Lin, Linbo Qing, Xianfeng Ou

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Volt/Var Control of Electronic Distribution Network Based on Hierarchical Coordination by Zijie Huang, Kun Yu, Xingying Chen, Bu Xue, Liangxi Guo, Jiarou Li, Xiaolan Yang

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Biological properties of the compounds formed by the combination of the 1,2,4-triazoles, furans and other functional substitutes by D. M. Danilchenko, V. V. Parchenko, O. I. Panasenko, Ye. G. Knysh

“…Literary sources show different types of pharmacological activity of the compounds formed by such "symbiosis". …”
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Discussion of Auxiliary Power Source Open-Phase Protection in Nuclear Power Plant by Shunhua WU, Houjun QIAN, Tianwei WANG, Yupeng SUN, Jiangang CHEN, Chuanyang CAO, Jianfeng DONG, Zhenhua ZHAO

“…Besides the near-end open-phase, the open-phase protection should consider the far-end open-phase and neutral ungrounded. [Method] Based on the analysis of voltage and current behavior of the auxiliary transformer in nuclear power plant during the near-end open-phase and far-end open-phase failure, the different points of voltage, current, and zero-sequence impedance in normal operation and fault operation were identified to set open-phase protection. …”
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GM2FFNet: Grouped Multiscale Multiangle Feature Fusion Network With Center Attention for Hyperspectral Image Classification by Junding Sun, Haoxiang Dong, Yanlong Gao, Xiaosheng Wu, Jianlong Wang, Yudong Zhang

“…Convolutional neural networks and transformers have been extensively utilized in hyperspectral image classification due to their exceptional feature learning capabilities. …”
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Artistic life of North Ossetia in the context of socio-political and economic changes (1991-2001) by Z. A. Turgieva

“…Historically, in different periods, state authorities have used artistic culture to form priority value and moral orientations. …”
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From rock to soil: Saprock genesis and its legacy for subsoil structure and micro-aggregate formation during pedogenesis by Michaela Aehnelt, Kai U. Totsche

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Intergenerational transmission of values in the modern multicultural world by B. A. Vyatkin, V. Yu. Khotinets, O. V. Kozhevnikova

“…Models of the intergenerational transmission of values of mothers and adolescents have been constructed and explained revealing the patterns of the transfer of cultural experience in multicultural regions of the Russian Federation.Theoretical significance of the obtained results lies in the possibility of expanding the existing knowledge about the features of the digital generation socialisation in the context of traditional inculturation, about the transformation of the social situation of the development of a growing person in the focus of a new reality and the possibility of interaction between generations of “different worlds”.Practical significance of the acquired knowledge is revealed in the possibility of using it for constructing modern concepts of education and development of psychological and pedagogical technologies for socialising a growing person in the context of epoch-making trends.…”
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Dynamic Grouping With Multi-Manifold Attention for Multi-View 3D Object Reconstruction by Georgios Kalitsios, Dimitrios Konstantinidis, Petros Daras, Kosmas Dimitropoulos

“…In a multi-view 3D reconstruction problem, the task is to infer the 3D shape of an object from various images taken from different viewpoints. Transformer-based networks have demonstrated their ability to achieve high performance in such problems, but they face challenges in identifying the optimal way to merge the different views in order to estimate with great fidelity the 3D shape of the object. …”
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Heterologous and High Production of Ergothioneine in <i>Bacillus licheniformis</i> by Using Genes from Anaerobic Bacteria by Zhe Liu, Fengxu Xiao, Yupeng Zhang, Jiawei Lu, Youran Li, Guiyang Shi

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Collaborative Governance for Social Change and Environmental Sustainability: A Case Study of Campania Region by Zubair Ahmad, Paolo Esposito

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Comparative analysis of solvent-based and solvent-free (melting) methods for fabricating 3D-printed polycaprolactone-hydroxyapatite composite bone scaffolds: physicochemical/mechan... by Brigita De Vega, Brigita De Vega, Abir Dutta, Abir Dutta, Aisha Mumtaz, Bob C. Schroeder, Craig Gerrand, Ashleigh S. Boyd, Ashleigh S. Boyd, Deepak M. Kalaskar, Deepak M. Kalaskar

“…It also highlights the differences in workflows between the two methods and their scalability implications, emphasizing the importance of considering workflow efficiency and the potential for automation in scaffold fabrication processes for bone tissue engineering applications.…”
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Harvesting change: unraveling social-ecological impacts of a food hub ( LebensMittelPunkt ) through a living lab approach by José Luis Vicente-Vicente, Beatrice Walthall, Julius Borderieux, Katrin Martens, Annette Piorr

“…A multi-method approach based on citizen science principles and applied participatory methods was used to co-design and co-develop the reflexive phase, as well as to co-create the solutions in the following transformative phase considering different actors of the food system. …”
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Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting by Alireza Jafari, Geoffrey Fox, John B. Rundle, Andrea Donnellan, Lisa Grant Ludwig

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The Role of Landscape Metrics and Spatial Processes in Performance Evaluation of GEOMOD (Case Study: Neka River Basin) by Shrif Joorabian Shooshtari, Kamran Shayesteh, Mehdi Gholamalifard, Mahmood Azari, Juan Ignacio López-Moreno

“…The main objectives of this study are (1) simulation of Hyrcanian Forest changes in Neka River Basin using GEOMOD; (2) performance evaluation of the GEOMOD model using landscape metrics and spatial processes in landscape transformation. 2-Materials and Methods Neka River Basin is located in the east of Mazandaran province, north of Iran. …”
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