ACM-YOLOv10: Research on Classroom Learning Behavior Recognition Algorithm Based on Improved YOLOv10 by Beichen Qin, Haoyan Hu, Shaowen Du

“…The model is designed with an Asymmetric Depthwise Separable Convolution (ADSConv) module to replace the traditional convolutional layers. This module, with its lightweight design, optimizes convolution operations to reduce computational complexity and parameter quantity, thereby accelerating the model’s inference speed. …”
Get full text

Design of a Functional Mayonnaise Enriched with Omega-3 from Sacha Inchi (<i>Plukenetia huayllabambana</i>) Oil and Chia (<i>Salvia hispanica</i> L.) Mucilage N.I. One by Mateo Micali, Angel Valcarcel

“…Formulation with 3% of CSM was the optimal option due to its emulsion stability (98.56%) and rheology, very similar to those of traditional mayonnaise (99.13%). …”
Get full text

Avaliação da acurácia de uma barra de luz utilizada na agricultura de precisão, em relação ao marcador de espuma Evaluation of the accuracy of a light bar used in precision farming... by Fábio H. R. Baio, Luiz A. Balastreire, Fábio Torres, Affonso C. Ribeiro Filho

“…It was concluded that the light bar for the application of agricultural chemicals could replace the foam marker.…”
Get full text

A Novel Crowdsourcing-Assisted 5G Wireless Signal Ranging Technique in MEC Architecture by Rui Lu, Lei Shi, Yinlong Liu, Zhongkai Dang

“…This study designs a progressive solution by (1) building a crowdsourced data collection network, using mobile terminals equipped with GPS technology to automatically collect device signal features, replacing inefficient manual drive tests; (2) developing a progressive signal update algorithm that integrates real-time crowdsourced data and historical signals to optimize the signal fingerprint database in dynamic environments; (3) establishing an edge service architecture to offload signal matching and trajectory estimation tasks to MEC nodes, using lightweight computing engines to reduce the load on the core network. …”
Get full text

Failure mechanisms and reinforcement of pipe-framed solar greenhouses under snow loads by Cong Wang, Jianbo Shen, Yingchun Jiang, Longjing Zhu

“…A novel concept of reinforcement efficiency was proposed to optimize retrofitting decisions. Finite element (FE) analysis reveals that structural failure originates from full-section yielding of the north column caused by excessive bending moments. …”
Get full text

Enabling efficient sizing of hybrid power plants: a surrogate-based approach to energy management system modeling by C. Assaad, J. P. M. Leon, J. Quick, T. Göçmen, S. Ghazouani, K. Das

“…<p>Optimal sizing of hybrid power plants (HPPs), which include wind power plants and battery energy systems, is essential to prevent financial losses from under- or over-sizing relative to grid connection capacities. …”
Get full text

Fabrication and in vivo testing of a sub-mm duckbill valve for hydrocephalus treatment by Yuna Jung, Daniel Gulick, Jennifer Blain Christen

“…In pursuit of improved reliability and performance, this study proposes a miniaturized valve designed to mimic the natural one-way valve function of the arachnoid granulations and thereby replace the shunts. A benchtop testing setup was employed to characterize the behavior of the fabricated valve. …”
Get full text

Effect of Thermovinification Temperature on Phenolic Compounds and Colour of Syrah Wine by Islaine Santos Silva, Ana Paula André Barros, Luiz Claudio Correa, Carolina Oliveira de Souza, Aline Camarão Telles Biasoto

“…Background: Thermovinification is a non-conventional winemaking practice that replaces the traditional method of grape maceration. …”
Get full text

Challenges of ICT use for nurse-patient communication in Portugal: a mixed methods research by Marlene Peres, Raquel Simões de Almeida, António Moreira

“…They emphasize the need for a well-structured digital transition, ensuring that technologies complement healthcare rather than replace human care.…”
Get full text

Research on Indoor Object Detection and Scene Recognition Algorithm Based on Apriori Algorithm and Mobile-EFSSD Model by Wenda Zheng, Yibo Ai, Weidong Zhang

“…The specific research contents are as follows: (1) To address complex indoor scenes and occlusion, this paper proposes an improved Mobile-EFSSD object detection algorithm. An optimized MobileNetV3 with ECA attention is used as the backbone. …”
Get full text

The effects of ethnic sentiment and social differentiation on pastoralists’ willingness to turn out of pasture by Pengcheng Li, Yifei Xie, Xiandong Li, Yong Xia

“…Governments at all levels have implemented measures to promote the transfer of pastureland for herders, which has become a meaningful way to optimize the allocation of pastureland resources and improve the ecological environment in the second instance. …”
Get full text

Technological process improvement production of apple cider with improved quality indicators by G. A. Khamatgaleeva

“…Modernization of the technological line for the production of apple cider with improved quality indicators when using a spicy-aromatic additive and replacing filter paper, the profit from the sale of products increases. …”
Get full text

GazeCapsNet: A Lightweight Gaze Estimation Framework by Shakhnoza Muksimova, Yakhyokhuja Valikhujaev, Sabina Umirzakova, Jushkin Baltayev, Young Im Cho

“…Our results demonstrate that GazeCapsNet achieves competitive performance by optimizing capsule networks for gaze estimation through Self-Attention Routing (SAR), which replaces iterative routing with a lightweight attention-based mechanism, improving computational efficiency. …”
Get full text

APPROACH TO BUILDING A GLOBAL MOBILE AGENT WAY BASED ON Q-LEARNING by Vitalii Martovytskyi, Oleksandr Ivaniuk

“…In the modern world, the use of robots and autonomous systems is spreading, designed to replace or facilitate human labor, make it safer and speed it up. …”
Get full text

HLQ: Hardware-Friendly Logarithmic Quantization Aware Training for Power-Efficient Low-Precision CNN Models by Dahun Choi, Juntae Park, Hyun Kim

“…Unlike the existing linear quantization, logarithmic quantization has the advantage that the multiply-accumulate (MAC) operation in the convolution (CONV) operation, which occupies most of the CNNs, can be replaced with the addition operation and is suitable for low-precision quantization. …”
Get full text

Exploring innovative models of surgical treatment for rectal cancer by LI Xinxiang, LUO Dakui

“…Especially in the treatment of low rectal cancer, the neoadjuvant therapy model has been continuously optimized. For patients with good tumor regression after neoadjuvant therapy, “watch and wait” and transanal local excision have become important optional strategies. …”
Get full text

Enhancing oil palm seedling growth through the utilization of guano in early nursery stage by Valensi Kautsar, Afrizal, Wiwin Dyah Ully Parwati

“…Thus, precise management measures from the start, such as giving nutrients and using optimal planting material, are essential. Vermicompost and guano were tested as organic fertilizers in oil palm fields to replace chemical fertilizers. …”
Get full text

Vegetation–soil–microbiota dynamics across a 50-year reconstructed grassland chronosequence on the Loess Plateau of China by Yuanyuan Ma, Yan Shen, Ling Jin, Yu Tian, Hongbin Ma, Jian Lan, Bingzhe Fu

“…The plant heights, yields and stem-to-leaf ratios of alfalfa all peaked in the 7-year-old stand and then decreased in older stands, with Stipa bungeana replacing alfalfa as the dominant species in the 50-year-old stand. …”
Get full text

ShipYOLO: An Enhanced Model for Ship Detection by Xu Han, Lining Zhao, Yue Ning, Jingfeng Hu

“…Firstly, the backbone network (CSPDarknet) of YOLO-V4 is optimized. In the training process, the 3 × 3 convolution, 1 × 1 convolution, and identity parallel mode are used to replace the original feature extraction component (ResUnit) and more features are extracted. …”
Get full text

Few-shot traffic classification based on autoencoder and deep graph convolutional networks by Shengwei Xu, Jijie Han, Yilong Liu, Haoran Liu, Yijie Bai

“…Abstract Traffic classification is a crucial technique in network management that aims to identify and manage data packets to optimize network efficiency, ensure quality of service, enhance network security, and implement policy management. …”
Get full text