Fine-Tuning Large Language Models for Ontology Engineering: A Comparative Analysis of GPT-4 and Mistral by Dimitrios Doumanas, Andreas Soularidis, Dimitris Spiliotopoulos, Costas Vassilakis, Konstantinos Kotis

“…The findings advocate further exploration of hybrid solutions to balance accuracy and efficiency.…”
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Machine learning based multi-stage intrusion detection system and feature selection ensemble security in cloud assisted vehicular ad hoc networks by C. Christy, A. Nirmala, A. Mary Odilya Teena, A. Isabella Amali

“…Connected vehicles’ safety and efficiency could be compromised if these security threats materialize, leading to disastrous road accidents. …”
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Guidelines for the Design of Children's Footwear to Promote Mechanical Safety through Risk Assessment by Weijuan ZHANG, Gaofeng YUE, Fan YANG, Youchao DING, Songzhu LI, Yufeng TANG, Ben NIU

“…Considering the behavior, abilities, or vulnerability of children, risk identification of children's shoes is particularly important. …”
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High Density Subspace Clustering Algorithm for High Dimensional Data by WAN Jing, ZHENG Longjun, HE Yunbin, LI Song

“…Highdimensional data have the characteristics of sparsity and vulnerability to dimension disaster, which makes it is difficult to ensure the precision and efficiency of high dimensional data clustering Therefore the method of subspace clustering is adopted to reduce the impact of sparsity and dimension disaster on the clustering results Firstly, random sampling is adopted to select the dimension which is suitable for clustering from highdimensional data to generate subspace, and the hoeffding bound is combined to ensure the validity of sampling results Secondly, by using the adjacency of the grid, mixed grids are generated in the subspace, which can guarantee the integrity of data and improve the density of the subspace Finally, according to the similarity and dissimilarity of subspace, the dimension pruning is carried out to improve the subspace density again The algorithm can achieve better results on UCI data set, and it has better performance in scalability and antinoise ability…”
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Gemcitabine, lycorine and oxysophoridine inhibit novel coronavirus (SARS-CoV-2) in cell culture by Ya-Nan Zhang, Qiu-Yan Zhang, Xiao-Dan Li, Jin Xiong, Shu-Qi Xiao, Zhen Wang, Zhe-Rui Zhang, Cheng-Lin Deng, Xing-Lou Yang, Hong-Ping Wei, Zhi-Ming Yuan, Han-Qing Ye, Bo Zhang

“…Here we examined the antiviral abilities of three broad-spectrum antiviral compounds gemcitabine, lycorine and oxysophoridine against SARS-CoV-2 in cell culture. …”
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DIGITAL COMPETENCE AS A KEY CATEGORY OF A NEW QUALITY OF HUMAN CAPITAL by T. Kolmykova, A. Mishchenko

“…The development of skills and abilities in the use of digital devices, communications, software, critical thinking and creative use of information technologies to transform information into knowledge determine a new quality of human capital. …”
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Potential management factors influencing construction projects by Vigneshwar R.V.K., Shanmugapriya S.

“…Project management is the application of specialized knowledge, abilities, techniques, and methodologies to deliver something of value to people. …”
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Effects of silybin on growth performance, antioxidant capacity and immunity in juvenile hybrid grouper (Epinephelus fuscoguttatus ♀ × Epinephelus lanceolatus ♂) fed with high-lipid... by Mingsheng Xie, Hao Liu, Weibin Huang, Menglong Zhou, Shuang Zhang, Beiping Tan, Shuyan Chi, Yuanzhi Yang, Xiaohui Dong

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Development of interest in training by creation emotional and comfortable educational environment by Olga M. Shentsova

“…Pedagogical approach to a solution consists of the following: to present in pedagogical process a possibility of interesting aspects of the educational activity; to excite and constantly maintain the students’ state of active interest by educational processes; to purposefully form and develop interest as the valuable property of the personality in training, promoting her informative activity.Interest in training – “is a form of manifestation of need of the personality for cognitive activity, owing to her emotional appeal and the vital importance, through active aspiration to knowledge acquisition, abilities, possession where in organic unity intellectual, emotional and strong-willed processes interact”.Also the personal and activity training is considered, including the personal focused and individual, informative and synergetic approaches, the levels of development of interest in training are marked out; tools for the emotional and comfortable educational environment, which influences efficiency of development of students’ interest in training at universities. …”
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Construction of Active Sites‐Accessible Au8 Clusters for Intensive Tumor Pyroptosis by Qiu‐Xu Zang, Wei‐Tong Chen, Wenjing Zhang, Zhao‐Yang Wang, Xi‐Yan Dong, Runping Han, Yanjuan Sang, Xiaoyuan Chen, Shuang‐Quan Zang

“…However, their catalytic efficiency is often compromised by limited geometrically accessible spaces around the active sites and the lack of suitable ligands. …”
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Harnessing microorganisms for bioenergy with microbial fuel cells: Powering the future by Ravindra Singh Pandya, Tanveen Kaur, Riya Bhattacharya, Debajyoti Bose, Devansh Saraf

“…Despite these promising prospects, this review acknowledges the challenges of scalability, cost-effectiveness, and optimization, highlighting recent advancements aimed at enhancing efficiency, stability, and economic viability in MFC research. …”
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Evaluation of Activities of Daily Living: Current Insights and Future Horizons by Jin-Ho Kim, Seok Bum Lee

“…Technological advancements have the potential to enhance the accuracy, efficiency, and inclusivity of ADL assessment by providing objective data, supporting real-time evaluations, and enabling personalized care plans. …”
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Profiling the perceived resilience of young farmers in Japanese agriculture by Yuna Seo, Naoto Shirasawa

“…High-resilience farmers displayed strong agricultural training, mathematical skills, and a positive approach to future challenges, managing farm functions efficiently. Conversely, the low-resilience group had limited training, lower mathematical abilities, and struggled with challenges, expressing concerns about economic issues and uncertainty. …”
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AI-Enhanced Design and Application of High School Geography Field Studies in China: A Case Study of the Yellow (Bohai) Sea Migratory Bird Habitat Curriculum by Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao

“…Our course design concept is supported by AI technology, and improves students’ abilities through innovative functions such as dynamic data support, personalized learning paths, immersive research and study experience, and diversified evaluation mechanisms. …”
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An Engineered Yeast Expressing an Artificial Heavy Metal-Binding Protein Enhances the Phytoremediation of Alum Mine Soils by Wenming Wang, Liling Xie, Lin Zhao, Qilin Yu

“…Moreover, the ScHB cells strongly improved the soil quality, with an increase in the soil pH values from 5.47 to 6.21 to 6.9, and increased the levels of soil organic matter, total nitrogen, available phosphorus, and living bacteria. Furthermore, ScHB efficiently improved the plants’ abilities to remove soil heavy metals, decreasing the levels of cadmium, lead, chromium, and copper by 90%, 86%, 97%, and 88%, respectively. …”
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Application of a hybrid virtual-physical teaching model integrating mixed reality and 3D printing in clinical joint orthopedic education by Honglin Wang, Aoshuang Xu, Wei Hua, Zhewei Ye, Lin Lu

“…The strongest correlation was observed between learning efficiency and OSCE total scores (r = 0.918).ConclusionIntegrating 3D-printed model and MR technology into orthopedic joint surgery clinical teaching significantly boosts student performance, learning efficiency, and overall teaching quality, demonstrating strong potential for wider application.…”
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Communication, Technology, and the Planetary Creature by Giuseppe O Longo

“…This encroaching process can produce resistance and dissent as well as suffering, but can also enhance individual abilities. Actually, the growing efficiency and the decreasing costs of the communication mediated by technology offer unprecedented opportunities for augmenting knowledge and creativity and for eliciting novel forms of intellectual activity. …”
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Bringing Executive Function Testing Online: Assessment Validation Study by Mouna Attarha, Ana Carolina de Figueiredo Pelegrino, Lydia Ouellet, Sarah-Jane Grant, Etienne de Villers-Sidani, Thomas Van Vleet

“… Abstract BackgroundExecutive function encompasses a set of higher-order cognitive processes, including planning, cognitive flexibility, and inhibitory control, that are essential for goal-directed behavior. These abilities are adversely affected by age, with executive dysfunction ultimately impairing the performance of activities of daily living. …”
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Propaedeutics of Mathematical Language of Schemes and Structures in School Teaching of the Natural Sciences Profile by V. P. Kotchnev

“…The comparative characteristics of the task, problem and model approaches to mathematical problem solving are given; the experimental data on the efficiency of mathematical training based on the above approaches being discussed, as well as the specifics of modeling the tasks for problem solving. …”
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AI-Enabled personalized learning ecology construction and its implications for prevocational education by Su Qinqin

“…This study analyzes the problems of homogeneous teaching, low learning efficiency and lagging career planning in the current education field, and describes the current status of the application of AI technology in personalized learning. …”
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