Ecological problem identification based on spatial and temporal dynamics of ecosystem quality: A case study by Rui Zhang, Huamin Liu, Zhichao Xu, Xinchuan Zhao, Lu Wen, Yi Zhuo, Lixin Wang

“…Compared to traditional methods, our approach provides a more integrated and spatio-temporally detailed analysis by combining remote sensing data with the EQI. …”
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Research on Traffic Accident Severity Level Prediction Model Based on Improved Machine Learning by Jiming Tang, Yao Huang, Dingli Liu, Liuyuan Xiong, Rongwei Bu

“…The machine learning method is improved through integration for the accident level prediction. In the experiment, effective preprocessing measures were taken for problems such as data imbalance, missing values, the encoding of categorical variables, and the standardization of numerical features. …”
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Signal Processing-Free Intelligent Model for Power Quality Disturbances Identification by Mohammed F. Al-Mashdali, Asif Islam, Abdulbasit Hassan, Md Shafiullah, Mujahed Al-Dhaifallah, Khalid Al Fuwail

“…Integrating different types of renewable energy sources in the power system substantially challenges the power quality (PQ), directly affecting the system’s stability and service life span. …”
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Construction of cuproptosis-related genes risk model predicts the prognosis of Uterine Corpus Endometrial Carcinoma by Yanfang Huang, Guoxian Luo, Xiujie Sheng, Jianqi Li

“…A prognostic model for UCEC was developed using LASSO Cox regression analysis and a Nomogram, integrating survival data, status, and gene signatures. …”
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Autonomous Behavior Intelligence Control of Self-Evolution Mobile Robot for High-Voltage Transmission Line in Complex Smart Grid by Wei Jiang, Gan Zuo, De Hua Zou, Hongjun Li, Jiu Jiang Yan, Gao Cheng Ye

“…The research and its promotion have important theoretical significance and practical application value for the power system operation and maintenance integration management.…”
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Multiomics profiling reveals the benefits of gamma-delta (γδ) T lymphocytes for improving the tumor microenvironment, immunotherapy efficacy and prognosis in cervical cancer by Xiaofeng Wang, Chen Li, Jie Chen, Zhiqiang Wu, Zhen Zhang, Junyi Li, Lu Yu, Yong Guan, Yuhan Zhang, Yuanjie Cao, Yancheng Liu, Hui Bai, Shaochuan Liu, Miaomiao Gao, Chenglu Lu, Zhen Tao, Zhiyong Yuan

“…As the cervix is a mucosa-rich tissue, the role of γδ T cells in cervical cancer warrants further investigation.Methods We employed a multiomics strategy that integrated abundant data from single-cell and bulk transcriptome sequencing, whole exome sequencing, genotyping array, immunohistochemistry, and MRI.Results Heterogeneity was observed in the level of γδ T-cell infiltration in cervical cancer tissues, mainly associated with the tumor somatic mutational landscape. …”
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THE GYPSY MINORITY IN ROMANIA: A STUDY IN MARGINALITY by REMUS CREŢAN, DAVID TURNOCK

“…Sur cette base, il est argumenté le fait que les programmes d’amélioration devraient considérer comme complémentaires les deux aspects du problème à l’aide de quelques programmes qui intensifient l’intégration sociale et économique pour les tsiganes et encouragent cette communauté variée à développer le niveau de compréhension conformément aux normes culturelles de la citoyenneté et de la société civile. …”
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Recessive transition of rural residential land use from the perspective of value co-creation: A case study of Yiwu City, Zhejiang by ZHANG Cong, LONG Hualou, FENG Dedong

“…[Results] (1) Value co-creation of ural residential land follows the process model of “value consensus-value execution-value win-win” and the operational paradigm of “subject interaction - capacity embedding - benefit sharing”, driving the “element integration - structure reorganization - function optimization” of rural residential land use system, resulting in the dynamic evolution of diverse values such as residential security, economic property, production and operation, ecological protection, and cultural inheritance, and achieving the recessive rural residential land use transition. (2) Yiwu’s practice path of guiding multiple stakeholders to interact collaboratively, constructing “value consensus” for rural residential land, driving with multiple forces, and implementing “value execution” for rural residential land through multi-dimensional rule interaction is a successful model for realizing the recessive rural residential land use transformation through value co-creation. (3) Through the practice of value co-creation, Yiwu has achieved a transformation of the functional value of rural residential land from residential security orientation to economic property orientation, and then to a comprehensive and coordinated approach that encompasses residential security, production and operation, economic assets, and ecological protection, etc. …”
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Elucidating the synergistic effects of aeration and non-thermal plasma on the degradation pathways of specific pollutants in wastewater by Mahdiyeh Bakhtiyari-Ramezani, Narges Ziveh, Navid Ghaemi

“…Plasma offers a cost-effective and efficient solution for wastewater treatment, despite slightly higher energy consumption.These findings underscore the potential of NTP as a viable strategy for industrial wastewater treatment. The integration of NTP with conventional pretreatment methods offers promising prospects for enhancing wastewater quality and environmental protection.…”
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The predictive value of radiomics and deep learning for synchronous distant metastasis in clear cell renal cell carcinoma by Wan-Bin He, Chuan Zhou, Zhi-Jun Yang, Yun-Feng Zhang, Wen-Bo Zhang, Han He, Jia Wang, Feng-Hai Zhou

“…Conclusion The model integrates radiomics and deep learning, showing significant potential in predicting SDM in ccRCC patients. …”
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Mind the perception gap: Identifying differences in views among stakeholder groups of shared mobility services through bayesian best-worst method by Ehsan Amirnazmiafshar, Marco Diana

“…For bike-sharing, policy-makers should subsidize fleet expansion and improve infrastructure, while operators should transition to free-floating models and integrate navigation tools. For scooter-sharing, policy-makers should enforce safety standards and improve accessibility, while operators should invest in high-quality scooters and adopt competitive pricing models.Bridging these perception gaps is essential for fostering shared mobility adoption and enhancing user satisfaction.…”
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Mapping the global landscape of chikungunya rapid diagnostic tests: A scoping review. by José Moreira, Patrícia Brasil, Sabine Dittrich, André M Siqueira

“…Further research is crucial to determine the impact of such tests on integrated fever case management and prescription practices for acute febrile patients.…”
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Medicinal plants as alternatives for the management of hypertension and diabetes in Nigeria: Analysis of the structured interview of Nigerian patients by Rosemary A. Sylver-Francis, Olavi Pelkonen

“…Conclusion: This study forms the basis of a future survey to be conducted on Nigerian doctors, to ascertain their views on traditional/alternative medicine and its possible integration into the national healthcare system. The empirical knowledge of this study encourages more research in the search of the pharmacologically effective medicinal plants for the better health management of the Nigerian people.…”
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Battling time restrictions with collective discourse: collaborative quizzes in a condensed human anatomy course by Zi Guo, Natascha Heise

“…In the future, the research team hopes to continue using this assessment and integrate content from various other pre-clerkship courses.…”
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3D Web Application of Wind Prediction Under Typhoon on Coastal Cities Based on Ensemble k-NN and OpenFOAM by Mamad Tamamadin, Seong-Hoon Kee, Jurng-Jae Yee

“…To anticipate the impact, this study proposes a novel approach to integrate the typhoon track predictions generated by an ensemble k-Nearest Neighbors (k-NN) as the reference locations of the typhoon center. …”
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MythicVision: a deep learning powered mobile application for understanding Indian mythological deities using weight centric decision approach by Tauseef Khan, Aditya Nitin Patil, Aviral Singh, Gitesh Prashant Bhavsar, Kanakagiri Sujay Ashrith, Sachi Nandan Mohanty

“…The whole framework is seamlessly integrated in an end-to-end web application for the ease of user convenience. …”
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C3AR1 as a target for preeclampsia: from bioinformatics and network pharmacology to experimental validation by Yongfeng Hu, Shaoqiang Li, Yunhui Hong, Dongxian Peng

“…Immunohistochemical staining of 80 placental tissues (40 early-onset preeclampsia and 40 healthy controls) confirmed C3AR1 expression and its clinical correlation. Integrated bioinformatics analyses revealed C3AR1’s role in preeclampsia’s molecular mechanisms. …”
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Tolerance and accumulation characteristics of Brassica chinensis L. under the interactive treatments of lanthanum, cerium, and fluorine in soil by Ying Jiang, Daixi Zhang, Shirong Zhang, Ting Li, Guiyin Wang, Xiaoxun Xu, Yulin Pu, Lichao Nengzi

“…The order of tolerance in B. chinensis under four interaction treatments was La-F > Ce-F > La-Ce-F > La-Ce, which was supported by the integrated biomarker response (IBR) analysis. The synergistic effect of La and Ce in La-Ce experiment promoted these two elements in the plants, whereas the presence of F in CF, LF, and LCF combined pollution treatments inhibited the absorption of La and Ce. …”
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Practical Minimum Sample Size for Road Crash Time-Series Prediction Models by Fady M. A. Hassouna, Khaled Al-Sahili

“…In this study, the effect of sample size (number of years used to develop a prediction model) on the crash prediction accuracy using Autoregressive integrated moving average (ARIMA) method was investigated using crash data for years 1971–2015. …”
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Langue d’écriture : entre ancrage culturel et créativités littéraires dans La carte d’identité de Jean-Marie Adiaffi et Les germes de la mort de Regina Yaou by Amoin Véronique BOHOUSSOU

“…Si au Sénégal, au Congo, au Kenya, pour ne citer que ces quelques cas de figures, il apparaît qu’en dehors de la langue française, langue officielle, il existe des œuvres littéraires produites en langues locales, d’autres écrivains en revanche choisissent d’user la langue française mais tout en y intégrant des lexèmes du terroir. À la vue de telles pratiques langagières axées sur une fusion de langue étrangère, langue officielle et de langue locale en littérature, nous avons décidé d’entreprendre cette étude qui a pour thème : « Langue d’écriture : entre ancrage culturel et créativités littéraires dans La carte d’identité de Jean-Marie Adiaffi et les germes de la mort de Regina Yaou ». …”
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