A study for method-level code smells detection using machine learning algorithms by Rajwant Singh Rao, Seema Dewangan, Alok Mishra, Manjari Gupta

“…We apply the Information Gain feature selection algorithm and the Equal Width Discretization (EWD) class balancing method. …”
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A photovoltaic power forecasting method based on the LSTM-XGBoost-EEDA-SO model by Ying Xu, Xinrong Ji, Zhengyang Zhu

“…Experimental results demonstrate that the proposed model significantly outperforms standalone benchmark methods. In comparison with Particle Swarm Optimization (PSO), Sparrow Search Algorithm (SSA), and the equal-weight assignment approach for high- and low-frequency component forecasting, the proposed SO algorithm attains the lowest forecasting errors. …”
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Power grid energy storage system planning method based on optimized butterfly algorithm by Xiang Yin, Xiaojun Zhang, Fuhai Cui

“…This showed that the research method could help operators obtain the maximum equal life return and meet their investment expectations. …”
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DEPTH MEASUREMENT OF DISRUPTED LAYER ON SILICON WAFER SURFACE USING AUGER SPECTROSCOPY METHOD by V. A. Solodukha, A. I. Belous, G. G. Chyhir

“…While going deeper the disruptive layer is decreasing that corresponds to an increase of atom density in a single layer. The essence of the method lies in the fact the disruptive layer is removed by ion beam sputtering and detection of interface region is carried out with the help of registration of the Auger electron yield intensity from the sputtered surface up to the moment when it reaches the value which is equal to the Auger electron yield intensity for single-crystal silicon. …”
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A Continuous k-Nearest Neighbor Query Method for Moving Data in Obstructed Spaces by WAN Jing, TANG Bei-bei, HE Yun-bin, Li Song

“…The COpKNN query includes three sub-processes: based on the concepts of visibility graph, R-tree and heap sort, a method for calculating the obstacle distance between two points (greater than or equal to the Euclidean distance) is given; based on the R-tree query method, all possible k nearest neighbor result sets of q within the user-given time period (preliminary results, also called candidate sets) are found; the k nearest neighbor result set is pruned by using Mindist(E,q) and the candidate set update algorithm UpdataC(pn) to obtain a more accurate k nearest neighbor result set. …”
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Serological comparison of weak D versus weakly reacting D by four different methods by Dibyajyoti Sahoo, Girija Nandini Kanungo, Rachita Behera, Partha Sarathi Jena

“…Weakly reacting D is those which give <2+ reactions on routine methods. The present study is sharing our experience on weak D and weakly positive anti-D in various methods. …”
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A Simple Method to Develop a Formula for Estimating Concentration Time of Drainage Design by Alfiansyah Yulianur, Sugianto Sugianto, Frystia Mala Puspita

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A monocular distance measurement method for underground track obstacles based on deep learning by Yuanyuan XU, Qinghua CHEN, Yingsong CHENG

“…Aiming at the problem of anti-collision warning during underground electric locomotive running, a deep learning-based obstacle location method for underground track is proposed. Combining Yolov5 target detection and UFLD track detection algorithms, the monocular distance measurement is carried out by using the property of constant actual track width. …”
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Numerical Analysis of Airflow in Trachea Affected by Thyroid Cancer Using Finite Volume Method by Arif Fatahillah, Miftahul Jannah, Susi Setiawani, Toto Bara Setiawan, Arika Indah Kristiana

“…This problem is solved using the finite volume method with SIMPLE (Semi Implicit Method for Pressure Linked Equation) discretization. …”
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Rich pictures as a research method in project management – A way to engage practitioners by Carl Marnewick, Alejandro Romero-Torres, Julie Delisle

“…We highlight some benefits of the method, such as participant engagement and sense of ownership, and the outcome (visual artefact) can be used afterwards for feedback and communication.…”
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Automatic PET-CT Image Registration Method Based on Mutual Information and Genetic Algorithms by Martina Marinelli, Vincenzo Positano, Francesco Tucci, Danilo Neglia, Luigi Landini

“…Hybrid PET/CT scanners can simultaneously visualize coronary artery disease as revealed by computed tomography (CT) and myocardial perfusion as measured by positron emission tomography (PET). …”
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Novel video anomaly detection method based on global-local self-attention network by Jing YANG, Chengmao WU, Liuping ZHOU

“…In order to improve the accuracy of video anomaly detection, a novel video anomaly detection method based on global-local self-attention network was proposed.Firstly, the video sequence and the corresponding RGB sequence were fused to highlight the motion change of the object.Secondly, the temporal correlation of the video sequence in the local area was captured by the expansion convolution layer, along with the self-attention network was utilized to compute the global temporal dependencies of the video sequence.Meanwhile, by deepening the basic network U-Net and combining the relevant motion and representation constraints, the network model was trained end-to-end to improve the detection accuracy and robustness of the model.Finally, experiments were carried out on the public data sets UCSD Ped2, CUHK Avenue and ShanghaiTech, as well as the test results were visually analyzed.The experimental results show that the detection accuracy AUC of the proposed method reaches 97.4%, 86.8% and 73.2% respectively, which is obviously better than that of the compared methods.…”
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Evaluation of the Effects of Electrical and Carbon Dioxide Stunning Methods on Quality Attributes of Pork Meat by Gábor Jónás, Anna Visy, István Dalmadi, Koppány Majzinger, Nóra Krzyzewsky, Annamária Barkó, József Surányi, László Friedrich

“…Based on total pigment content, stunning methods did not significantly affect the amount of removable blood.…”
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Implementation of the Waterfall Method in the Mobile Web-Based Outpatient Online Registration Information System by Jefril Rahmadoni, Ricky Akbar, Ahmad Syafruddin Indrapriyatna, Annisa Hasifah Cantika

“…This study's system development employs the waterfall method, as well as data collection techniques such as data documentation, interviews, and observation. …”
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Projected Gradient Descent Method for Tropical Principal Component Analysis over Tree Space by Ruriko Yoshida

“…In this paper, we introduce a projected gradient descent method to estimate the tropical principal polytope over the space of phylogenetic trees, and we apply it to an Apicomplexa dataset. …”
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Analysis and Recognition Method of Internet Image Public Opinion Based on Partial Differential Equation by Yang Zhang

“…This article comprehensively and systematically expounds the development trends and basic theory of partial differential methods, analyzes the characteristics of sampling multiscale transformation in detail, and deeply studies the network image denoising and network image restoration methods that perform partial differential diffusion in the pixel domain and the transform domain. …”
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Effective least squares approximation method for estimating the rhythm function of cyclic random process by Serhii Lupenko, Małgorzata Wiatr, Andrzej Metelski

“…Abstract The work is devoted to a problem of the rhythm function estimation of a cyclic random process, which is based on the least squares approximation methods instead of well-known interpolation approach. …”
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PCR method application to assess the molecular markers of intestinal barrier integrity in farming broilers by S. A. Shatalov, M. Kirici

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Autocorrelation Method for Phased Antenna Array Calibration Based on Far-Field Measurement System by Xuan Luong Nguyen, Nguyen Trong Nhan, Tran Van Thanh, Phung Bao Nguyen

“…Furthermore, the beams at a distance between two antennas equal 0.625λ were tilted by 1.5 and 8° for the proposed and conventional autocorrelation methods, respectively.Conclusion. …”
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Use of Contraceptive Methods among Pakistani Women in Southern Punjab and Perception about their Effectiveness by Tehreem Rasheed, Asma Sajid, Hina Nazakat, Mushayydah Fatima, Muhammad Adnan Aslam

“…Among women with parity less than or equal to 3, 61.5% had no desire for fertility and 56.4% were using the barrier method while all the women (31.4%) with parity greater than 3 expressed no desire for fertility and were using copper IUDs for contraception. …”
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