Vibration Based Diagnosis for Planetary Gearboxes Using an Analytical Model by Liu Hong, Yongzhi Qu, Yuegang Tan, Mingyao Liu, Zude Zhou

“…The proposed vibration based scheme integrates the analytical model, a denoising algorithm, and frequency domain indicators into one synergistic system for the detection and identification of damaged gear teeth in planetary gearboxes. …”
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Mixed targets localization using symmetric nested frequency diverse array radar by Hui Chen, Wen‐Qin Wang, Wei Wang

“…A set of numerical examples is reported and discussed to validate the superiority of the proposed algorithm.…”
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Optimal compensation method for centrifugal impeller considering aerodynamic performance and dimensional accuracy by Tao Zhou, Sitong Xiang, Hainan Zhang, Jianguo Yang

“…Finally, based on the mapping model, the second-generation non-dominated sorting genetic algorithm was used to optimize the control points of the mirror compensation surface, and thereby obtain the optimal compensation surface. …”
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Island Partitioning of Smart Distribution Systems in Emergencies Considering Voltage and Frequency Stability by Zahra Hosseini Najafabadi, Asghar Akbari Foroud

“…In the first stage, according to the available time to decide on the control measures, the partitioning scheme with the aim of the highest restored load and voltage stability margin is presented with the honey badger algorithm. In the algorihm, voltage stability index, load priority and controllability, frequency response and voltage stability margin are included in load shedding and in finding the borders of the partitions, respectively. …”
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DTI-MHAPR: optimized drug-target interaction prediction via PCA-enhanced features and heterogeneous graph attention networks by Guang Yang, Yinbo Liu, Sijian Wen, Wenxi Chen, Xiaolei Zhu, Yongmei Wang

“…Subsequently, principal component analysis is applied to distill the most informative features, with the random forest algorithm employed for the final decoding of the integrated data. …”
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Deep Reinforcement Learning-Based Anti-Jamming Approach for Fast Frequency Hopping Systems by Sixi Cheng, Xiang Ling, Lidong Zhu

“…Building on this, we propose an improved multi-action deep recurrent Q-network (MA-DRQN) algorithm to determine the AFS for hopping sequence generation. …”
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Enabling LTE and WiFi Coexisting in 5 GHz for Efficient Spectrum Utilization by Hongyu Sun, Zhiyi Fang, Qun Liu, Zheng Lu, Ting Zhu

“…To further utilize the LASI method, we introduce the Conflict-Tolerant Channel Allocation (CTCA) algorithm to optimize the channel allocation and achieve more efficient spectrum utilization in 5 GHz. …”
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New SEPIC Derived Semi-Bridgeless PFC Converter for Battery Charging Application by Manish Kumar Dwivedi, R. Jayapragash

“…This novel circuit structure also eliminates the requirement of additional closed loop control algorithm for PFC. To validate the proposed concept, a prototype converter of 100W/53V is developed and tested. …”
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Novel techniques for efficient PAPR reduction in NOMA systems for future wireless networks by Inam Abousaber, Amira A. Mohamed, Haitham F. Abdallah

“…To address this, two PAPR reduction methods are proposed: Improved Salp Swarm Algorithm-based Partial Transmit Sequence (PTS-ISSA) and Iterative Sub-block Phase Rotation (ISPR). …”
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Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation by Darwin Li

“…We first reviewed the FUS protein's framework; early forecasting models using the AlphaFold2 and SwissModel algorithms indicated a loop-rich protein—a structure component correlating with flexibility. …”
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LPI‐based cooperative tactic for satellite communication uplink signal accompanied by directed and power limited jamming by Fei Wang, Xiaoyan Huang, Yiyuan Chen, Chenguang Shi, Jun Chen

“…The high‐order cumulate algorithm is used to predict the signal‐to‐noise ratio of mixed signal in the second tactic. …”
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Numerical optimization of large-scale monotone equations using the free-derivative spectral conjugate gradient method by Ghulam Abbass, Nek Muhammad Katbar, Israr Ahmed Memon, Haibo Chen, Fikadu Tesgera Tolasa, Gemeda Tolessa Lubo

“…These tests were designed to evaluate the capabilities of our proposed algorithm rigorously. In addition, we performed a comprehensive comparative numerical analysis, benchmarking our method against existing techniques. …”
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The Optimization of Airport Management Based on Collaborative Optimization of Flights and Taxis by Xiaobing Ding, Zhigang Liu, Gan Shi, Hua Hu, Jiaping Chen, Kaihe Yang, Su Wan, Jinlong Wu

“…Firstly, according to the GPS data of taxis, the paper uses clustering algorithm to get the average passenger-seeking time from the airport and makes matching interaction between the number of flights based on time distribution and the average passenger-carrying capacity of vehicles in the parking garage, so as to build a decision-making model based on the number of taxis N; secondly, it takes passenger safety and traffic order as the priority and uses M/M/S queuing model to integrate the two factors. …”
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Investigating the Impact of Automated Vehicles on the Safety and Operation of Low-Speed Urban Networks by Amir Hossein Karbasi, Nan Zheng, Steve O’Hern

“…Utilizing this knowledge, a novel multiobjective optimization based on the NSGA-II algorithm was applied to identify the optimal trade-off between efficiency and safety. …”
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Improvement of the technique applied to preserve species and varieties of <i>Fragaria</i> L. in the field genebank at Krymsk Experiment Breeding Station of VIR by V. N. Podorozhniy, N. A. Piyanina

“…A collection of Fragaria L. species and varieties established at Krymsk Experiment Breeding Station of VIR has been preserved for a long time and regularly updated. An algorithm for the work with its accessions was proposed and tested in practice in the field genebank of the Station. …”
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A scoping review by I Gusti Ayu Tirtayani, I Made Wardana, Putu Yudi Setiawan, I Gst. Ngr. Jaya Agung Widagda K

“…However, challenges such as data privacy concerns, algorithmic biases, and the need for greater transparency are also noted. …”
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Research on Improved YOLOv7 for Traffic Obstacle Detection by Yifan Yang, Song Cui, Xuan Xiang, Yuxing Bai, Liguo Zang, Hongshan Ding

“…Object detection and recognition algorithms are widely used in applications such as real-time monitoring and autonomous driving. …”
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A Partition Spatial Filtering Method for Acoustic Array Configuration by Zhihong Liu, Xilong Zhang, Zunmin Liu, Chuijie Yi, Ming Ma

“…In particular, an adaptive partition algorithm is proposed to reduce computation time. The performance of the method is examined numerically and experimentally, which is compared with the other methods. …”
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Estimating Weak Pulse Signal in Chaotic Background with Jordan Neural Network by Liyun Su, Xiu Ling

“…The simulation results show that Jordan neural network and profile least square algorithm are effective in estimating weak pulse signal from chaotic background. …”
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Treatment of Cancer Gene Changes in Chronic Myeloid Leukemia by Big Data Analysis Platform-Based Dasatinib by Linlin Song, Qi Li, Hui Shi, Pengxia Zhang

“…An integrated gene expression analysis system (IEAS) was firstly constructed to automatically classify data in the online human Mendelian genetic database using clustering algorithms. At the same time, the gene expression profile was analyzed by principal component analysis (PCA) in the analysis system. …”
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