Integrating deformable CNN and attention mechanism into multi-scale graph neural network for few-shot image classification by Yongmin Liu, Fengjiao Xiao, Xinying Zheng, Weihao Deng, Haizhi Ma, Xinyao Su, Lei Wu

“…In order to extract comprehensive and critical feature information, a new CA-MFE algorithm is proposed. The algorithm first utilizes different convolution kernels in CNN to extract multi-scale local feature information, and then based on the global feature extraction ability of attention mechanism, parallel processing of channel and spatial attention mechanism is used to extract multidimensional global feature information. …”
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Improvement of photogrammetric joint roughness coefficient value by integrating automatic shooting parameter selection and composite error model by Qinzheng Yang, Ang Li, Feng Dai, Zhen Cui, Hongtian Wang

“…Secondly, an automatic shooting parameter selection algorithm was novelly proposed to establish the 3D model dataset of rock discontinuities with varying shooting parameters and target sizes. …”
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Space frame structures in domestic design practice and their installation methods by S. S. Potasiev

“…Not all safety requirements meeting building algorithm can be developed on currently existing technical base. …”
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YOLOv8s-Longan: a lightweight detection method for the longan fruit-picking UAV by Jun Li, Jun Li, Jun Li, Kaixuan Wu, Meiqi Zhang, Hengxu Chen, Hengyi Lin, Yuju Mai, Linlin Shi

“…IntroductionDue to the limited computing power and fast flight speed of the picking of unmanned aerial vehicles (UAVs), it is important to design a quick and accurate detecting algorithm to obtain the fruit position.MethodsThis paper proposes a lightweight deep learning algorithm, named YOLOv8s-Longan, to improve the detection accuracy and reduce the number of model parameters for fruitpicking UAVs. …”
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Adaptive Extraction of Oil Painting Texture Features Based on Reaction Diffusion Equation by Qicai Huang

“…Based on the statistical theory and classification principles of support vector machines, combined with the characteristics of oil painting classification, the research and analysis are carried out from the three important aspects of kernel function, training algorithm, and multiclass classifier algorithm that affect the classification effect and speed. …”
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Capacity Enhancement in 60 GHz Based D2D Networks by Relay Selection and Scheduling by Waheed ur Rehman, Tabinda Salam, Jin Xu, Xiaofeng Tao

“…We then propose a concurrent transmission scheduling algorithm based on vertex coloring technique. The proposed scheduling algorithm employs time and space division in mmWave WPANs. …”
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Dynamic Nonrecurrent Congestion Event Detection and Tracking Method With DBSCAN on Speed Watersheds by Jing Jin, Yizhou Wang, Anjiang Chen, Branislav Dimitrijevic, Joyoung Lee

“…The proposed algorithm applies the Rauch–Tung–Striebel smoother for speed noise reduction and establishes a historical congestion profile for each recurrent congestion event within a corridor by each day of the week and season. …”
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Forest Fire Discrimination Based on Angle Slope Index and Himawari-8 by Pingbo Liu, Gui Zhang

“…In this paper, the Himawari-8 satellite imagery was used to detect forest fires based on the angle slope indices thresholds algorithm (ASITR), and the fusion of the decomposed three-dimensional OTSU and ASITR algorithm (FDOA). …”
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Construction of a prediction and visualization system for cognitive impairment in elderly COPD patients based on self-assigning feature weights and residual evolution model by Wenwen Cheng, Chen Yu, Xiaohui Liu

“…A self-assigning feature weights and residual evolution (SAFWRE) algorithm was built on the concept of linear and nonlinear information fusion.ResultsThe best method in SIOA was the circle search algorithm. …”
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Interval-Aware Scheduling of Surveillance Drones: Exact and Heuristic Approaches by Kaito Mori, Hiroki Nishikawa, Hiroyuki Tomiyama

“…In experiments, we evaluate each method by comparing total flight time and algorithm runtime. Compared to the ILP-based method, the Multi-stage method exhibited a maximum of 13.4% degradation in total flight time but significantly outperformed it in terms of algorithm runtime. …”
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Golgi protein 73: charting new territories in diagnosing significant fibrosis in MASLD: a prospective cross-sectional study by Shan Hong, Ziyu Liu, Ping Li, Jing Zhang, Hongshan Wei

“…Clinical data and hepatic pathological features and the correlation between serum GP73 and liver fibrosis were assessed. A new algorithm was conducted after logistic regression. …”
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Modifikasi Fonem Vokal Pada Stemming Kata Tidak Baku by Ahmad Fikri Iskandar, Ema Utami, Wahyu Hidayat, Agung Prasetio Budi, Anggit Dwi Hartanto

“…This research will compare the results of the algorithm with the algorithm in previous research. …”
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Expectation-Maximization Aided Modified Weighted Sequential Energy Detector for Distributed Cooperative Spectrum Sensing by Mohammed Rashid, Jeffrey A. Nanzer

“…The estimated states are then used in mWSED to compute its test statistics, and the algorithm is referred to here as the EM-mWSED algorithm. …”
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Design, analysis, and model fabrication of an industrial manipulator for quality control purposes using computer vision as a sorting mechanism by Muthair Saeed, Haris Imran, Liaquat Ali Khan, Kamran Nazir

“…This algorithm is also adaptable, as it can identify any object once it has been trained.…”
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Identification of Spectrally Similar Materials From Multispectral Imagery Based on Condition Number of Matrix by Maozhi Wang, Shu-Hua Chen, Jun Feng, Wenxi Xu, Daming Wang

“…The method is constructed based on the theory of condition number of matrix, and a theorem is proven as the foundation of the designed identification algorithm. Mathematically, the motivation behind designing this new algorithm is to decrease the condition number of the matrix for a linear system and, by doing so, to change an ill-conditioned system to a well-conditioned one. …”
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Strategic Planning of Rural Development Based on Foresight Methodologies by Rasul Gusmanov, Almir Askarov, Milyausha Lukyanova, Vitaliy Kovshov, Eugene Stovba

“…The research presents the foresight algorithm of the rural development strategic planning and its implementation mechanism at the municipal level. …”
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Investigating the Stroke- and Aging-Related Changes in Intermuscular Coupling by Refined Composed Multiscale Fuzzy Entropy by Hairong Yu, Yuanyu Wu, Rong Song

“…Although the entropy algorithm is widely applied in signal complexity analysis, its stability and reliability are limited due to the existence of abnormal signal points. …”
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The role of MRO as an M2 macrophage-associated gene in non-small cell lung cancer: insights into immune infiltration, prognostic significance, and therapeutic implications by Yue Gu, Miaosen Zheng, Jing Xie

“…Single-cell analysis confirmed MRO expression in macrophages. The ESTIMATE algorithm showed positive correlations between MRO expression and immune scores. …”
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SOFTWARE «PRONEUROLIT» FOR PROTOTYPING OF FOUNDRY TECHNOLOGIES by A. N. Chichko, Ju. V. Jatskevich, V. F. Sobolev, T. V. Matushinets, O. I. Chichko

“…The neuronet algorithm and software «ProNeuroLit» are developed for choice of prototypes of gating systems on the basis of database of analogues. …”
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Modern approaches to the qualifications assessment by Vladimir I. Blinov, Olga F. Batrova, Ekaterina Yu. Esenina, Alla A. Faktorovich

“…Based on an analysis of international experience and modern Russian legislation the principles of qualifications assessment and the assessment tools developing algorithm are described.…”
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