Performance of invariants of gravity gradient tensor in matching navigation: A case study in South China Sea by Xiaoyun Wan, Ming Li, Panpan Chen, Faisal Hussain

“…The focus of this study is to discuss the performance of the other two invariants of gravity gradients in matching navigation based on the Iterative Closest Contour Point (ICCP) algorithm and compare the matching results with that of the gravity gradient Tzz. …”
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Bridging the Gap Between Machine Learning and Medicine: A Critical Evaluation of the Dworak Regression Grade in Rectal Cancer by Camille Raets, Chaimae El Aisati, Amir L. Rifi, Mark De Ridder, Koen Putman, Johan De Mey, Alexandra Sermeus, Kurt Barbe

“…Our findings emphasize the need for AI and clinical experts to work collaboratively since the algorithm cannot consider the subjectivity that medical experts can identify. …”
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A Fast and High-Accuracy Real-Time Visible Light Positioning System Based on Single LED Lamp With a Beacon by Huaping Li, Hongbin Huang, Yongze Xu, Zhanhang Wei, Sichen Yuan, Puxi Lin, Hao Wu, Wen Lei, Junbin Fang, Zhe Chen

“…Finally, since the proposed algorithms have the advantages of high accuracy and low complexity, the proposed system can also be implemented on a low-end hardware platform. …”
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A Quality Soft Sensing Method Designed for Complex Multi-process Manufacturing Procedures by Kaixiang PENG, Xin QIN, Jiahao WANG, Hui YANG

“…To further verify the effectiveness of the proposed multi-sensor process variable selection method, comparative tests are conducted using the four correlation-based feature selection algorithms (PCC, SCC, MI, and MIC) with the same number of selected features for each algorithm. …”
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Bioinspired Blockchain Framework for Secure and Scalable Wireless Sensor Network Integration in Fog–Cloud Ecosystems by Abdul Rehman, Omar Alharbi

“…Moreover, the framework has very good scalability since it can handle up to 500 nodes with only a latency of about 6.0 ms.…”
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DMRG study of the theta-dependent mass spectrum in the 2-flavor Schwinger model by Etsuko Itou, Akira Matsumoto, Yuya Tanizaki

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Wavelet Analysis and the Cone of Influence: Does the Cone of Influence Impact Wavelet Analysis Results? by Lana Kralj, Martin Hultman, Helena Lenasi

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Research on risk factors of human stampede in mass gathering activities considering organizational patterns by Ying Lu, Ying Lu, Jingwen Wang, Weihui Dai, Bingxue Zou, Xiaofang Lu, Weisheng Hong

“…IntroductionMass gathering activities are often accompanied by safety risks especially overcrowding, since the characteristics of risk factors may differ under various organizational patterns. …”
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Visualization of Hazardous Substance Emission Zones During a Fire at an Industrial Enterprise Using Cellular Automaton Method by Yuri Matveev, Fares Abu-Abed, Leonid Chernishev, Sergey Zhironkin

“…They are characterized by taking into consideration the rules for filling the dispersion ellipse, as well as determining the effects of interaction with obstacles, which allows for a more accurate mathematical description of the spread of a cloud of toxic combustion products in densely built-up areas. Since the main problems of the cellular automation approach to modeling the dispersion of pollutants are the problems of speed and numerical diffusion, in this article the frontal cellular automation algorithm with a 16-point neighborhood pattern is used, which takes into account the features of the calculation scheme for finding the shortest path. …”
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The ethics of data mining in healthcare: challenges, frameworks, and future directions by Mohamed Mustaf Ahmed, Olalekan John Okesanya, Majd Oweidat, Zhinya Kawa Othman, Shuaibu Saidu Musa, Don Eliseo Lucero-Prisno III

“…The risks of data breaches and unauthorized access are stark: 725 reportable incidents in 2023 alone exposed more than 133 million patient records, and hacking-related breaches surged by 239% since 2018. Algorithmic bias further threatens equity; models trained on historically prejudiced data can reinforce health disparities across protected groups. …”
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From intensive care monitors to cloud environments: a structured data pipeline for advanced clinical decision supportResearch in context by Sijm H. Noteboom, Eline Kho, Maria Galanty, Clara I. Sánchez, Frans C.P. ten Bookum, Denise P. Veelo, Alexander P.J. Vlaar, Björn J.P. van der Ster

“…This supports individual patient analysis, enables largescale retrospective research, and the development of data-driven algorithms. Methods: Since June 2021, ICU data of the Amsterdam UMC have been collected and stored in a third-party cloud environment which is hosted on large virtual servers. …”
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Extended target tracking with mobility based on GPR-AUKF by Renli Zhang, Yan Zhang, Jintao Chen, Ziwen Sun, Jing Li, Zhuangbin Tan, Zhongxing Jiao

“…Specifically, the GPR-AUKF algorithm is built based on expectation maximization (EM) algorithm to track the target state and covariance, and which updates the measurement noise covariance in real-time. …”
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Improvement of grid injected currents in single-phase inverters rejecting DC link voltage oscillations based on multi-resonant filtering by Guilherme M. Pelz, Sérgio A.O. da Silva, João A.C. Neves, Leonardo P. Sampaio

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Research on Wind Power Grid Integration Power Fluctuation Smoothing Control Strategy Based on Energy Storage Battery Health Prediction by Bin Cheng, Jiahui Wu, Guancheng Lv, Zhongbo Li

“…Further, since the lifespan loss caused by smoothing the same fluctuation differs at different health levels, a fuzzy adaptive control strategy is used to adjust the parameters of the MPC algorithm’s objective function under varying health conditions, thereby optimizing energy storage power and achieving the smooth control of the wind farm grid integration power at different energy storage health levels. …”
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Energy-Efficient Collision-Free Machine/AGV Scheduling Using Vehicle Edge Intelligence by Zhengying Cai, Jingshu Du, Tianhao Huang, Zhuimeng Lu, Zeya Liu, Guoqiang Gong

“…Third, an artificial plant community algorithm was explored based on the edge intelligence of AGVs. …”
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A Two-Tiered Bidirectional Atrous Spatial Pyramid Pooling-Based Semantic Segmentation Model for Landslide Classification Using Remote Sensing Images by G. NaliniPriya, E. Laxmi Lydia, Reem Alshenaifi, Radhika Kavuri, Mohamad Khairi Ishak

“…At last, the pelican optimization algorithm (POA) methodology is implemented to fine-tune the parameters involved in the RNN model. …”
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Concrete Dam Deformation Prediction Model Based on Attention Mechanism and Deep Learning by ZHANG Hongrui, CAO Xin, JIANG Chao, ZU Anjun, XU Mingxiang

“…The proposed model was validated using radial displacement data from a high arch dam that has been in service since 1993, with data spanning from January 1, 2010, to December 31, 2019. …”
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Species Differences of Imperative Mood of Russian Verbs in the Linguodidactic Aspect by E. A. Bazhenova, C. Celone

“…The results of the experiment showed that algorithmization is an optimal method to train students in the correct use of the imperative aspects, since it allows to take into account at once the totality of linguistic and extralinguistic communication factors and to structure and better control the mental steps students have to make towards the correct solution.…”
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Subungual melanoma in the practice of surgeon and oncologist by M. Y. Myasnyankin, G. I. Gafton, V. V. Anisimov

“…The article provides full and detailed information on the clinical manifestations of subungual melanoma, especially in the early stages, recommends an algorithm for timely diagnosis, suggests the optimum volume of surgical treatment, outlines prognostic factors for this form of melanoma.…”
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Deep neural networks and fractional grey lag Goose optimization for music genre identification by Yuanye Tian

“…In this work, a new methodology is presented based on deep learning and metaheuristic algorithms to enhance the performance in music style categorization. …”
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