Potato precision planter metering system based on improved YOLOv5n-ByteTrack by Cisen Xiao, Changlin Song, Junmin Li, Min Liao, Yongfan Pu, Kun Du

“…Additionally, the mean average precision (mAP) at mAP@0.5 achieves up to 98.0%. 2) Compared with the YOLO series model, mAP@0.5 is close, and the parameters, GFLOPs, and model size are significantly decreased. 3) Combining the ByteTrack algorithm and counting method, the accuracy of counting reaches 96.6%. …”
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Energy Efficiency of Plasma Jets: Electrical Modeling Based on Experimental Results by Achraf Hani, Karim Saber, Alyen Abahazem, Nofel Merbahi

“…This proposed model will help us to choose the right operating conditions to reach the maximum efficiency.…”
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A New Method for Indoor Visible Light Imaging and Positioning Based on Single Light Source by Xinxin Cheng, Xizheng Ke, Huanhuan Qin

“…The results show that the positioning accuracy of the method can reach the centimeter level. Furthermore, the proposed lightweight image processing algorithm reduces the average positioning time to 53.54 ms.…”
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A Method for Efficient Task Assignment Based on the Satisfaction Degree of Knowledge by Jiafu Su, Jie Wang, Sheng Liu, Na Zhang, Chi Li

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A decentralized power dispatch strategy in an electric vehicle charging station by He Yin, Amro Alsabbagh, Chengbin Ma

“…In addition, the preferences of followers are to maximize their EV charging powers. The learning algorithm utilizes the consensus network to reach the generalized Stackelberg equilibrium as the power dispatch among EVs in an iterative decentralized manner. …”
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Parametric Study of Fuel Distribution Effects on a Kerosene-Based Scramjet Combustor by Jun Yang, Xian-yu Wu, Zhen-guo Wang

“…The objective functions cannot reach the optimal solution at the same time, and there must be a tradeoff among the objective functions.…”
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Analysis of AI-Research Trends on Intellectual Property by Seonghee Bae, Taehoon Kim

“…Finally, the topic trend analysis confirmed that AI-related research reached the highest point in various fields in 2023.…”
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Bearing Fault Identification Method Based on Collaborative Filtering Recommendation Technology by Guangbin Wang, Yinghang He, Yanfeng Peng, Haijiang Li

“…The results show that the accuracy of the two identifications has reached more than 90%.…”
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Intelligent prediction of time series and grade of rock burst in steeply inclined ultra-thick coal seam excavation roadway by Feng CUI, Cheng ZONG, Xingping LAI, Shifeng HE, Suilin ZHANG, Chong JIA

“…When the prediction time of the constructed PSR-LSTM model is specified as 1 day, the prediction accuracy can reach 0.9135, and the F1 value can reach 0.9116. …”
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Online Dynamic Modelling for Digital Twin Enabled Sintering Systems: An Iterative Update Data-Driven Method by Xuda Ding, Wei Liu, Jiale Ye, Cailian Chen, Xinping Guan

“…The accuracy of TS monitoring reaches 99.6% by analysis of 3 months’ data.…”
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Assessment of the Riverbank Stability for Tigris River in Salahaddin Governorate/Iraq Using BSTEM Model by Mohammed F. Yass, Rasul M. Khalaf

“…The flow variation effects during (2022) in Salah Al-Din Governorate, which began from the Makhoul dam site (upstream) to the end of Tikrit City (downstream), were investigated by computing a series of safety factors related to outflow events for (20) cross sections along the (82) km reach of Tigris River. The BSTEM algorithm integrated into the HEC-RAS model package was utilized. …”
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Enhancing User Experiences in Digital Marketing Through Machine Learning: Cases, Trends, and Challenges by Alexios Kaponis, Manolis Maragoudakis, Konstantinos Chrysanthos Sofianos

“…This represents the implementation of Machine Learning (ML) that has significant potential in content personalization, enhanced usability, and hyper-targeted marketing, and it will reconfigure how businesses reach and serve customers. This systematic examination of machine learning in the Digital Marketing (DM) industry is also closely examined, focusing on its effect on human–computer interaction (HCI). …”
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Smart wireless low power valve positioner dedicated for use in aviation laboratories by Tomasz Kabala, Jerzy Weremczuk

“…Following sections show control algorithm, PCB design and test results. Research shows that designed valve positioner controller enables the system to reach control accuracy many times higher than typical valve positioners available on the market and could operate directly with external sensors. …”
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Piezoelectric Active Sensor Self-Diagnosis for Electromechanical Impedance Monitoring Using K-Means Clustering Analysis and Artificial Neural Network by Xie Jiang, Xin Zhang, Yuxiang Zhang

“…And the damage information represented by PCs was clustered by the K-means algorithm to identify the cases of damage. Then, the degrees of sensor damages were classified with the artificial neural network (ANN). …”
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Multibranch semantic image segmentation model based on edge optimization and category perception. by Zhuolin Yang, Zhen Cao, Jianfang Cao, Zhiqiang Chen, Cunhe Peng

“…Finally, an edge optimization module is used to integrate the edge features into the middle and the deep supervision layers of the network through an adaptive algorithm to enhance its ability to express edge features and optimize the edge segmentation effect. …”
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Advanced heart disease classification based on multi-channel heart sound coupling features. by Yu Fang, Dongbo Liu, Zijian Guo, Hongxia Leng, Xing Liu, Xiaochen Wu

“…These five-channel signals are systematically paired to extract five types of coupling features, resulting in 130 distinct features per multi-channel sample. The ReliefF algorithm is then used to evaluate feature importance, retaining the top 20% of features to construct a coupling feature set. …”
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Design of a low-cost optical motion capture system using a multi-camera configuration and an asynchronous extended Kalman filter by Meyer Zakariya, Pretorius Arnold

“…However, the high cost of commercial motion capture devices can place them out of reach for many smaller institutions and businesses. …”
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First in Vivo SPECT Imaging of Mouse Femorotibial Cartilage Using Tc-NTP 15-5 by Elisabeth Miot-Noirault, Aurélien Vidal, Philippe Auzeloux, Jean-Claude Madelmont, Jean Maublant, Nicole Moins

“…Tomographic reconstruction of SPECT data was performed with a three-dimensional ordered subset expectation maximization algorithm, and slices were reconstructed in three axes. 99m Tc-NTP 15-5 rapidly accumulated in the joint, with a peak of radioactivity being reached from 5 minutes postinjection and maintained for at least 90 minutes. …”
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Analysis of Meshing Contact Characteristics of the Gear Transmission System Based on Data Mining Technology by Li Shengjia, Ma Yali, Zhao Yongsheng, Pu Dajun, Yan Shidang

“…Then, the prediction model of meshing contact characteristics of the system is established using support vector machine and random forest algorithm, which realizes the efficient prediction of meshing contact characteristics of the system. …”
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Lane-Based Optimization for Macroscopic Network Configuration Designs by C. K. Wong, Yi Liu

“…Taking OD demand flows as inputs, the proposed algorithm will optimize all lane markings and assigned lane flows on approach lanes. …”
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