A Nonlinear Suspension Road Roughness Recognition Method Based on NARX-PASCKF by Jiahao Qian, Yinong Li, Ling Zheng, Huan Wu, Yanlin Jin, Linhong Yu

“…This paper proposes a hybrid road roughness identification algorithm based on nonlinear auto-regressive with exogenous inputs (NARX) and a process noise adaptive square root cubature Kalman filter (PASCKF) to address this issue. …”
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A Security Monitoring Method Based on Autonomic Computing for the Cloud Platform by Jingjie Zhang, Qingtao Wu, Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang, Ruoshui Liu

“…Therefore, we must attach weight to the issue of how to protect the data stored in the cloud. …”
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Projecting multiclass global land-use and land-cover change using deep learning and spherical geographic automata model by Bright Addae, Suzana Dragićević, Kirsten Zickfeld, Peter Hall

“…Modelling land-use/landcover (LULC) change is vital for addressing global environmental and sustainability issues and evaluating various land system scenarios. …”
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Research Strategies for Quality Evaluation of Medical Wound Dressings by Yanhui XU, Xiang LI, Jinsheng XIE, Fang LIN, Jingfeng ZHENG

“…By developing a technical roadmap, this strategy clarifies the process flow and key points in the quality evaluation process, establishes evaluation methods for various types of medical wound dressings, and addresses important issues such as how to determine key performance indicators based on product characteristics and how to research and validate test methods for key items. …”
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Advances in authentication and security protocols for 5G networks: a comprehensive survey by Sunil Kumar Patel, Satya Bhushan Verma, Bineet Kumar Gupta, Shubham Singh, E. Naresh, Piyush Kumar Pareek

“…Additionally, we go through cutting-edge technologies and standards like network slicing, edge computing, and virtualization that solve the security issues unique to 5G networks. We examine how they could affect authentication and security processes, highlighting both the opportunities and difficulties they present.…”
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Artificial intelligence in predicting pathogenic microorganisms’ antimicrobial resistance: challenges, progress, and prospects by Yan Li, Xiaoyan Cui, Xiaoyan Yang, Guangqia Liu, Juan Zhang

“…The issue of antimicrobial resistance (AMR) in pathogenic microorganisms has emerged as a global public health crisis, posing a significant threat to the modern healthcare system. …”
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Detecting sarcasm in user-generated content integrating transformers and gated graph neural networks by Zhenkai Qin, Qining Luo, Zhidong Zang, Hongpeng Fu

“…Sarcasm often expresses negative emotions through seemingly positive or exaggerated language, making its detection a complex task in natural language processing. To address this issue, the present study proposes a novel sarcasm detection model that combines bidirectional encoder representations from transformers (BERT) with gated graph neural networks (GGNN), further enhanced by a self-attention mechanism to more effectively capture ironic cues. …”
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A Multi-Strategy Visual SLAM System for Motion Blur Handling in Indoor Dynamic Environments by Shuo Huai, Long Cao, Yang Zhou, Zhiyang Guo, Jingyao Gai

“…Prevailing methods address this issue by employing semantic information for the identification and processing of dynamic objects in scenes. …”
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Bridging the Gap Between Computational Efficiency and Segmentation Fidelity in Object-Based Image Analysis by Fernanda Pereira Leite Aguiar, Irenilza de Alencar Nääs, Marcelo Tsuguio Okano

“…A critical issue in image analysis for analyzing animal behavior is accurate object detection and tracking in dynamic and complex environments. …”
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Scientific Opinion on applications (EFSA‐GMO‐RX‐GT73) for renewal of the authorisation for continued marketing of existing (1) food and food ingredients produced from oilseed rape... by EFSA Panel on Genetically Modified Organisms (GMO Panel)

“…In 2004 the EFSA GMO Panel had issued a scientific opinion on the safety of glyphosate‐tolerant oilseed rape GT73 for import and processing uses. …”
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Centroid Jamming Strategy for Reconnaissance and Strike Integrated UAV Based on Chaff Cartridge Protection by Qing Chaojin, He Linsi, Wei Maogang, Wang Zilong

“…To address the issue of weak anti-strike capability and poor survival capability for medium and large-sized reconnaissance and strike integrated unmanned aerial vehicles (RSUAVs) in medium-altitude environments, this paper investigates a centroid jamming strategy for RSUAVs protected by chaff cartridges. …”
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Two-Dimensional Coherent Polarization–Direction-of-Arrival Estimation Based on Sequence-Embedding Fusion Transformer by Zihan Wu, Jun Wang, Zhiquan Zhou

“…Drawing inspiration from natural language processing (NLP), this approach employs transformer-based multitasking text inference to facilitate joint estimation of polarization and DOA. …”
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Multi-Scenario Robust Distributed Permutation Flow Shop Scheduling Based on DDQN by Shilong Guo, Ming Chen

“…In order to address the Distributed Displacement Flow Shop Scheduling Problem (DPFSP) with uncertain processing times in real production environments, Plant Simulation is employed to construct a simulation model for the MSRDPFSP. …”
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Reduced Forgetfulness in Continual Learning for Named Entity Recognition Through Confident Soft-Label Imitation by Huan Zhang, Long Zhou, Miaomiao Gu

“…Inspired by methods that balance stability and plasticity, ConSOLI incorporates a soft-label distillation process and confident soft-label imitation learning. …”
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Land Surface Temperature Change Observation and Spatial Area Determination with Satellite Images in the Fire Area by Alperen Cihan, Kübra Cerit

“…Fighting fires is an extremely important issue to prevent the loss of forests. With the developing technology, satellite images have become one of the basic tools for fighting fire over time. …”
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THE DEMAND FOR VIDEO CONTENT AMONG STUDENT YOUTH IN MODERN SOCIETY by Ekaterina V. Baranova, Yulia R. Guro-Frolova, Elena G. Sokolova

“…The article is devoted the topical issue of the impact of digital transformation processes in all spheres of human activity on the choice of means of personal and professional formation and development among student youth. …”
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Prevalence survey of musculoskeletal and connective tissue disorders in the Russian Federation by T. A. Oleynikova, D. N. Pozhidaeva, A. Yu. Oreshko

“…To predict the morbidity rate for 2018-2019, statistical processing of the primary survey data was carried out with the help of the «TREND» software. …”
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High-Resolution Rotor Fault Diagnosis of Wound Rotor Induction Machine Based on Stator Current Signature Analyses by Reza Ghadirinezhd, Mohammad Hoseintabar-Marzebali

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Exploring classroom management challenges and strategies among EFL school pre-service teachers in the Kurdistan region of Iraq by Mokhles Saleh Ibrahim, Nehad Ahmed, Mohammed Hussein Mohammed

“…This research aimed to investigate the pre-service teachers' challenges and strategies in classroom management during the school practicing process. The mixed-method research approach was implemented in the study. …”
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Features of development of generative structures of some fl owering plants by Shevchenko, Svetlana V., Plugatar, Yuri V.

“…The possibilities of using the knowledge of the reproductive processes of fl owering plants in solving certain issues of taxonomy, determining the strategy of reproduction and conservation of phytodiversity, and showing the importance of antecological aspects in plant reproduction, breeding and nature protection were demonstrated. …”
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