Classroom Expression Recognition Based on Deep Learning by Yang Gao, Linyan Zhou, Jialiang He

“…Experimental results show that the expression recognition accuracy of the MAF-ER algorithm reaches 88.34%, which is better than the baseline method. …”
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Markov State Model Approach to Simulate Self-Assembly by Anthony Trubiano, Michael F. Hagan

“…In contrast to previous MSM approaches to simulating assembly, the framework describes simultaneous assembly of many clusters and the consequent depletion of free subunits or other small oligomers. The algorithm accounts for changes in transition rates as concentrations of monomers and intermediates evolve over the course of the reaction. …”
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Fuzzy Sliding Mode Control with Moving Sliding Surface of Rotary Inverted Pendulum by Oğuz Yakut, Muhammet Aydın

“…From the results, it was seen that the pendulum angle reached the desired reference value around the first second and the error was approximately zero. …”
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Tension-Aware Motion Planning for Tethered Robots by Rogério R. Lima, Guilherme A. S. Pereira

“…Then, a second graph, named the tension-aware graph, is built so that the tether–environment interaction, formulated in terms of tension, is computed and used as the cost of the edges. A graph search algorithm (e.g., Dijkstra) is then used to compute a path with minimum tension, which can help the tethered robot reach longer distances by minimizing the tension required to drag the tether along the way. …”
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Diagnosing the type and location of the transformer fault by analyzing the dissolved gas using fuzzy logic by Mohamad Beiranvand, Asghar Akbari Froud

“…The presented algorithm has been tested on 30 transformer devices and the results confirm its high accuracy (96.7%) in fault detection. …”
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Optimization Design and Simulation of Single Degree of Freedom Legs of Quadruped Robots by Shi Huiwen, He Jing, Wang Zhijun

“…The optimal motion size and initial position of each component of the mechanism are optimized by using the genetic algorithm and the general nonlinear optimization method with the approximation degree of non-impact foot trajectory as the objective. …”
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Learning Interactions between Rydberg Atoms by Olivier Simard, Anna Dawid, Joseph Tindall, Michel Ferrero, Anirvan M. Sengupta, Antoine Georges

“…Quantum simulators have the potential to solve quantum many-body problems that are beyond the reach of classical computers, especially when they feature long-range entanglement. …”
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Rapid and Low-Cost Detection of Thyroid Dysfunction Using Raman Spectroscopy and an Improved Support Vector Machine by Xiangxiang Zheng, Guodong Lv, Guoli Du, Zhengang Zhai, Jiaqing Mo, Xiaoyi Lv

“…To improve the efficiency and accuracy of the SVM discriminant model, we proposed artificial fish coupled with uniform design (AFUD) algorithm to optimize the SVM parameters. The average accuracy of 30 discriminant results reached 82.74%, and the average optimization time was 0.45 s. …”
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A Weak Signal Detection Method Based on HFER Features in Sea Clutter Background by Yan Yan, Yongxian Song, Hongyan Xing, Zhengdong Qi

“…The hyperparameters of the network are optimized using the Sparrow Search Algorithm (SSA). We conducted a comparative analysis using the BCD, RAA, TIE, SVM, and multi-feature fusion detection methods. …”
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Spatially Resolved River Monitoring by UAV-Borne 4D-Imaging Radar: Experiments and Preliminary Validation by Giordano Cicioni, Federico Alimenti, Timo Grebner, Julian Kanz, Ron Riekenbrauck, Christian Waldschmidt

“…We will first validate the sensor and algorithm in a controlled laboratory environment, and then deploy the system in various river environments, using both tripod-based and unmanned aerial vehicle (UAV)-based configurations. …”
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Text mining of hypertension researches in the west Asia region: a 12-year trend analysis by Mohammad Rezapour, Mohsen Yazdinejad, Faezeh Rajabi Kouchi, Masoomeh Habibi Baghi, Zahra Khorrami, Morteza Khavanin Zadeh, Elmira Pourbaghi, Hassan Rezapour

“…Present analysis uses Latent Dirichlet allocation (LDA) as an algorithm of topic modeling (TM) in text mining, to obtain subjective topic-word distribution from the 2790 studies over the EMRO. …”
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Seismic Tomography in the Târgu Jiu Region (Romania): Relationships with Seismic Velocity Anomalies and Fault Activity by Bogdan Zaharia, Andrei Mihai, Raluca Dinescu, Mihai Anghel, Cristian Neagoe, Mircea Radulian, Christian Schiffer

“…Using P- and S-wave arrival times local earthquakes, we applied the LOTOS algorithm to produce high-resolution 3D crustal seismic velocities models. …”
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Superresolution in separation estimation between two dynamic incoherent sources using spatial demultiplexing by Konrad Schlichtholz, Łukasz Rudnicki

“…Recently, it was shown that perfect measurement based on spatial mode demultiplexing (SPADE) in Hermite–Gauss modes allows one to reach the quantum limit of precision for estimation of separation between two weak incoherent stationary sources. …”
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Multi-analyte approach combining cfDNA sequencing and protein testing for early ovarian cancer detection by Fenfen Wang, Lingfang Wang, Ziyu Xing, Lingjia Lu, Zhuoqun Lin, Senmi Qian, Tao Zhu, Zhuyan Shao, Lingjun Zhao, Jie Dong, Fangfang Qian, Yang Li, Xiaojing Chen, Siqi Yang, Xiaodong Cheng

“…At 95% specificity, CA125 and ctDNA alone exhibited an overall sensitivity of 79.0% and 58.7%, respectively; however, when CA125 was combined with ctDNA, sensitivity reached 85.5%. Integrating CA125 and human epididymis protein-4 (HE4) in the risk of ovarian malignancy algorithm (ROMA) index, yielded a sensitivity of 86.2%. …”
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Automatic Extraction of Blood Vessels in the Retinal Vascular Tree Using Multiscale Medialness by Mariem Ben Abdallah, Jihene Malek, Ahmad Taher Azar, Philippe Montesinos, Hafedh Belmabrouk, Julio Esclarín Monreal, Karl Krissian

“…We propose an algorithm for vessel extraction in retinal images. …”
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Transformer Online Monitoring Data Abnormal Value Detection and Cleaning by QIAN Yucheng, ZHEN Chao, JI Kun, ZHAO Changwei, FU Longming, ZHANG Yajing

“…Finally, the time series forecasting method is studied, the trend forecast is completed and the missing values and noise values are filled to maintain data integrity The algorithm is verified by the online monitoring data of a substation The results show that the method can complete abnormal detection and cleaning in time The accuracy rate after cleaning is 93.9%, and the completion rate can reach 98.6%, which has high use value…”
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On the Efficient Generation of α-κ-μ and α-η-μ White Samples with Applications by Rausley Adriano Amaral de Souza, Antonio Marcelo Oliveira Ribeiro, Dayan Adionel Guimarães

“…This paper is concerned with a simple and highly efficient random sequence generator for uncorrelated α-κ-μ and α-η-μ variates. The algorithm may yield an efficiency of almost 100%, and this high efficiency can be reached for all special cases such as α-μ,  κ-μ,   η-μ, Nakagami-m, Nakagami-q, Weibull, Hoyt, Rayleigh, Rice, Exponential, and the One-Sided Gaussian. …”
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A Novel COLREGs-Based Automatic Berthing Scheme for Autonomous Surface Vessels by Shouzheng Yuan, Gongwu Sun, Yunqian He, Yuxin Sun, Simeng Song, Wanyuan Zhang, Huifeng Jiao

“…Firstly, a novel A* algorithm integrated with a quasi-uniform B-spline and quadratic interpolation method (A*QB) is proposed for generating a smooth trajectory from the initial position to the berth, utilizing an offline-generated scaled map. …”
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Physics-Informed Deep Learning for Three Dimensional Black Holes by Emad Yaraie, Hossein Ghaffarnejad, Mohammad Farsam

“…Loss or error function which shows rate of deviation of these two metrics in presence of penalty regularization term reaches to its minimum value when values of the learning rate approach to the observed steepest gradient point. …”
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Measurement of magnetic properties in boiler steel at high temperatures using a U-shaped yoke by Mingxing Cao, Zhigao Zhang, Jian He, Ruifen Hou, Wenjie Gong, Tong Wu

“…By subtracting the leakage magnetic flux from the measurement result, precise local magnetic flux compensation is accomplished. And an iron-loss algorithm is then employed to eliminate the influence of the U-shaped yoke. …”
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