Geometrical Variable Weights Buffer GM(1,1) Model and Its Application in Forecasting of China’s Energy Consumption by Wei Li, Han Xie

“…In order to improve the application area and the prediction accuracy of GM(1,1) model, a novel Grey model is proposed in this paper. …”
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Current applications of indocyanine green fluorescence angiography in trauma patients and its potential impact: a systematic review by Falco Hietbrink, Karlijn van Wessem, Eline Anna Breuking, Emma J de Fraiture, David D Krijgh, Ivar GJM de Bruin, Jetske Ruiterkamp

“…This systematic review gives an overview of current applications of ICG-FA in surgical treatment of traumatic injury and its effects on the incidence of postoperative complications and intraoperative decision-making.Design Systematic review according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines.Data sources PubMed, EMBASE and MEDLINE were searched through 18 December 2023.Eligibility criteria for selecting studies Primary research reports regarding indocyanine green (ICG)-fluorescence in patients with traumatic injury were included. …”
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Assessment of BDS-3 PPP-B2b Service and Its Applications for the Determination of Precipitable Water Vapour by Xiaoming Wang, Yufei Chen, Jinglei Zhang, Cong Qiu, Kai Zhou, Haobo Li, Qiuying Huang

“…The precise point positioning (PPP) service via the B2b signal (PPP-B2b) on the BeiDou Navigation Satellite System (BDS) provides high-accuracy orbit and clock data for global navigation satellite systems (GNSSs), enabling real-time atmospheric data acquisition without internet access. …”
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Path Loss Model Estimation at Indoor Environment by Using Deep Neural Network and CatBoost for Wireless Application by Hassan Zakeri, Parsa Khoddami, Gholamreza Moradi, Mohammad Alibakhshikenari, Raed Abd-Alhameed, Slawomir Koziel, Mariana Dalarsson

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Research progress of BTC method and feasibility of its application to calculate crack arrest toughness of CO2 pipeline by Bing CHEN, Leilei LI, Wenjiao QI

“…The correction coefficient for the BTC method derived from available full-scale burst test data of CO2 pipelines is inadequate, primarily due to the scarcity of experimental data and their limited application scope. …”
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Unveiling Educators' Insights on Artificial Intelligence in Education: A Qualitative Study of Potential, Expectations, and Challenges by Mehmet Yaman, Mehmet Başaran

“…A qualitative research method was used in the study. Data on the use of AI in education was collected through semi-structured interviews with teachers. …”
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Making a Web-Based Service Request Management System Application at The Financial and Development Supervisory Agency (BPKP) by Mohamad Cholid Sefulloh, Ifan Junaedi, Anton Zulkarnain Sianipar

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Application research of distribution network based on quantum secure communication and 5G hard-slicing private network by Zhongping WU, Lujie WANG, Jianuo XU, Yanbo WANG, Liwei ZHANG

“…With its significant advantages of ultra-low latency, ultra-high bandwidth, and ultra-large-scale connection, 5G technology effectively compensates for the shortcomings of traditional optical fiber communication in the distribution network field, and provides a new network communication method for power distribution applications.However, the information security issues brought by the applications of 5G technology have appeared gradually.Based on this, a distribution network application scheme based on quantum secure communication and 5G hard-slicing private network was proposed.An end-to-end 5G hard-slicing private network for distribution network services was customized, and ensuring data transmission security by quantum secure communication technology.And this scheme has been deployed and verified in the actual distribution service network scenario, and the results showed that the average delay of 5G hard-slicing private network was 16.89 ms, the download sending and receiving rates were 380 Mbit/s and 371 Mbit/s, respectively, the upload sending and receiving rates were 31.2 Mbit/s and 30 Mbit/s, which meets the communication requirements of distribution network applications.Based on quantum secure communication technology, the quantum bit error rate was 0.75%, and the transmitted data can be encrypted and decrypted smoothly, which verified the feasibility of quantum secure communication and 5G hard-slicing technology in the distribution network.…”
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Preliminary investigation and application of population genetics asymmetric island model in the attribution of sporadic cases of Campylobacter infection in China by ZHANG Liyun, YE Xin, LIU Zhaoping, WANG Yibaina

“…ObjectiveThe application of population genetics model was explored to determine the main sources leading to sporadic cases of human Campylobacter infection.MethodsMLST data from PubMLST public database was analyzed to assign Campylobacter sporadic cases to various sources by using the population genetics asymmetric island model （AIM）.ResultsAs a result of sporadic cases of Campylobacter infection， chickens （50.49%） accounted for the highest percentage， followed by ducks and geese， cattle， pigs （22.56%， 18.36% and 4.52%， respectively）， whereas the environment and wild birds accounted for a lower percentage （0.78% and 0.66%， respectively）.ConclusionBased on microbial molecular typing data and statistical modeling， this study quantitatively assessed the contribution of different sources to sporadic cases of Campylobacter infections in China， using the AIM for source attribution practice. …”
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A Review of OBD-II-Based Machine Learning Applications for Sustainable, Efficient, Secure, and Safe Vehicle Driving by Emmanouel T. Michailidis, Antigoni Panagiotopoulou, Andreas Papadakis

“…This paper presents a comprehensive investigation into ML-based applications that leverage OBD-II sensor data, aiming to enhance sustainability, operational efficiency, safety, and security in modern vehicular systems. …”
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Geographical profiling of wood samples via ATR-FTIR spectroscopy and machine learning algorithms: Application in wood forensics by Suraj Garg, Akanksha Sharma, Vishal Sharma

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Comparative Studies of Nonlinear Models and Their Applications to Magmatic Evolution and Crustal Growth of the Huai’an Terrane in the North China Craton by Qiuming Cheng, Min Gao

“…However, the lack of clear interpretation of the relationships and distinctions among these models often makes their selection challenging, leaving them as empirical tools to be validated by data. This paper introduces these nonlinear functions derived from a unified differential equation, with parameters that reflect their relative nonlinearities and singularities, enabling their comparative application. …”
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A New Modelling and Feature Extraction Method Based on Complex Network and Its Application in Machine Fault Diagnosis by Qi Zhang, Tian Tian, Guangrui Wen, Zhifen Zhang

“…Analysis on the experimental data and bearing life cycle data shows that the method proposed in this paper is effective, revealing that the extracted features have effective separability and high accuracy in fault recognition and the degradation detection of the life cycle of rolling bearings combined with neural networks. …”
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APPLICATION OF MULTI-CRITERIA DECISION ANALYSIS TO SUPPORT LAND USE DECISION-MAKING IN ANKASA CONSERVATION AREA, GHANA by Lawrence DAMNYAG, Francis TEASE, Alex Aboagye BAMPOH, Jewel ANDOH

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Applications, Challenges, and Future Perspectives of Artificial Intelligence in Psychopharmacology, Psychological Disorders and Physiological Psychology: A Comprehensive Review by Mohammad Hossein Salemi, Elham Foroozandeh, Molouk Khademi Ashkzari

“…This review examines AI’s transformative role, applications, challenges, and future directions in these fields. …”
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Machine learning methods, applications and economic analysis to predict heart failure hospitalisation risk: a scoping review by Joana Seringa, João Abreu, Teresa Magalhaes

“…However, further efforts are needed to enhance the generalisation of models, integrate diverse data sources and evaluate the cost-effectiveness of these technologies.…”
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A nano-design of a quantum-based arithmetic and logic unit for enhancing the efficiency of the future IoT applications by Seyed Sajad Ahmadpour, Maryam Zaker, Nima Jafari Navimipour, Neeraj Kumar Misra, Muhammad Zohaib, Sankit Kassa, Arash Heidari, Ahmad Habibizad Navin, Mehdi Hosseinzadeh, Musawer Hakimi

“…Among the most significant ones is security since the majority of IoT devices do not encrypt normal data transmissions, making it easier for the network to breach and leak data. …”
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Use of Artificial Intelligence in Adolescents’ Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions by Gauri Sharma, Mark J Yaffe, Pooria Ghadiri, Rushali Gandhi, Laura Pinkham, Genevieve Gore, Samira Abbasgholizadeh-Rahimi

“…This presents a key opportunity for future research to broaden the scope of AI applications beyond diagnosis. Moreover, future studies should emphasize the meaningful and active involvement of end users in the design, development, and validation of AI interventions, alongside improved transparency in reporting AI models, data handling, and analytical processes to build trust and support safe clinical implementation.…”
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Telerehabilitation Using Fitness Application in Patients with Severe Cystic Fibrosis Awaiting Lung Transplant: A Pilot Study by Aimee M. Layton, Andrew M. Irwin, Erin C. Mihalik, Emily Fleisch, Claire L. Keating, Emily A. DiMango, Lori Shah, Selim M. Arcasoy

“…Data presented as mean±standard deviation. Results. …”
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Comparative linkage meta-analysis reveals regionally-distinct, disparate genetic architectures: application to bipolar disorder and schizophrenia. by Brady Tang, Tricia Thornton-Wells, Kathleen D Askland

“…However, the optimal analytic strategies for approaching such data are still actively debated, representing the latest rate-limiting step in genetic progress. …”
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