Study on lightweight strategies for L-YOLO algorithm in road object detection by Ji Hong, Kuntao Ye, Shubin Qiu

“…Third, the CIoU loss function is replaced by the FPIoU2 loss function, enhancing the model’s robustness. …”
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Enhanced DDPG algorithm for latency and energy-efficient task scheduling in MEC systems by Fei Zhou, Lihong Zhao, Xiaomei Ding, Shuqin Wang

“…A composite reward function, considering both latency and energy consumption, is designed and compared in linear and nonlinear forms. …”
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Statistical analysis of disability: Utilizing the modified kies power unit inverse Lindley model by Mohamed A. Abd Elgawad, Safar M. Alghamdi, Rana H. Khashab, Etaf Alshawarbeh, Ehab M. Almetwally, Mohammed Elgarhy

“…The MKPUILD is very flexible model because it’s probability density function and hazard rate function have different shapes as unimodal, right-skewed, left-skewed, bathtub, increasing, N-shaped. …”
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THE IMPACT OF EXTERNAL SHOCKS ON THE RUSSIAN ECONOMY by M. G. Tiunova

“…The graphs of the impulse response function allow us to determine the direction of the key parameters of the Russian economy (industry, inflation, exchange rate, and sovereign risk premium) in response to changes in external environment. …”
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Modeling and Numerical Prediction on Mechanical Behaviors of Hybrid Fiber Reinforced Polymer Bio Composites Using Fuzzy Logic Algorithm by Vinoth Viswanathan, Sathiyamurthy Subbarayan, Ananthi Narayanaswamy, Devi Panneerselvam, Prabhakaran Jayasankar

“…A triangular membership function was employed to define all these variables. …”
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Seismic Benefits of a Vibrating Mass Equipped with an Inerter on Frame Structures Due to Soil Interaction by Angelo Di Egidio, Alessandro Contento

“…The external vibrating mass is coupled with the inerter device to increase its inertia without using high real mass. The aim of the paper is to point out the role of the many parameters that characterize the interaction system. …”
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Holographic spin alignment of J/ψ meson in magnetized plasma by Yan-Qing Zhao, Xin-Li Sheng, Si-Wen Li, Defu Hou

“…Utilizing a soft wall model for the QGP background and a massive vector field for the J/ψ meson, we delve into the meson’s spectral function and spin parameters (λ θ , λ φ , λ θφ ) for different cases, assessing their response to variations in magnetic field strength, momentum, and temperature. …”
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LPCF-YOLO: A YOLO-Based Lightweight Algorithm for Pedestrian Anomaly Detection with Parallel Cross-Fusion by Peiyi Jia, Hu Sheng, Shijie Jia

“…Furthermore, the Wise-IoU loss function is employed to enhance the model’s localization performance and generalization ability. …”
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Numerical Analysis of the Blast Wave Propagation due to Various Explosive Charges by Lucia Figuli, Damjan Cekerevac, Chiara Bedon, Bohuš Leitner

“…Compared to ideal theoretical formulations, however, real explosive events can be strongly sensitive to a multitude of parameters and first of all to the basic features (size, type, shape, etc.) of the charge. …”
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A MapReduce-Based Decision-Making Approach for Multiple Criteria Sorting by Xiaoxin Mao, Zhanhe Du, Lanlan Zheng

“…The proposed approach utilizes an additive piecewise-linear value function as the underlying preference model, with model parameters inferred from assignment examples on a subset of reference alternatives through the application of preference disaggregation principles. …”
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Empowering recovery: a remote spirometry system and mobile app for monitoring and promoting pulmonary rehabilitation in patients with rib fracture by Ling-wei Kuo, Chih-Yuan Fu, Chien-An Liao, Chien-Hung Liao, Chi-Tung Cheng, Tai-Horng Young, Shih-Ching Kang, Szu-An Chen, Yu-San Tee

“…However, the device improves pulmonary function more in patients in a younger age group. This tool may be effective as a real-time, continuous pulmonary function monitoring system for patients with multiple rib fractures.Level of evidence Level IV.…”
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A Well-Characterized Survey for Centaurs in Pan-STARRS1 by Jacob A. Kurlander, Matthew J. Holman, Pedro H. Bernardinelli, Mario Jurić, Aren Heinze, Matthew J. Payne

“…To prepare for the upcoming Legacy Survey of Space and Time, we develop methods for quantifying the selection function of a wide-field survey as a function of all six orbital parameters and absolute magnitude. …”
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Texture Analysis of Near-Infrared Vein Images During Reactive Hyperemia in Healthy Subjects by Henrique Silva, Carlota Rezendes

“…Composite parameters enhance sensitivity and may support the development of non-invasive, low-cost tools for assessing venous function.…”
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Characterization of Field of View in Visible Light Communication Systems for Intelligent Transportation Systems by Marco Seminara, Tassadaq Nawaz, Stefano Caputo, Lorenzo Mucchi, Jacopo Catani

“…We also provide a theoretical model for both the signal intensity and the EFOV as a function of several parameters, such as distance, RX orientation and focal length of the specific condenser. …”
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A new trauma severity scoring system adapted to wearable monitoring: A pilot study. by Alice Lemarquand, Pierre Jannot, Léo Kammerlocher, Gaëlle Lissorgues, Michel Behr, Pierre-Jean Arnoux, Salah Boussen

“…Intermediate score functions corresponding to each physiological parameter have been established using a sigmoid model. …”
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Learning to rank quantum circuits for hardware-optimized performance enhancement by Gavin S. Hartnett, Aaron Barbosa, Pranav S. Mundada, Michael Hush, Michael J. Biercuk, Yuval Baum

“…We introduce a circuit score used for ranking that is parameterized in terms of a physics-based, phenomenological error model whose parameters are fit by training a ranking-loss function over a measured dataset. …”
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Sports Biomechanics Analysis: Assisting Effectiveness Evaluations for Wearable Compliant Elbow Joint Powered Exoskeleton by Huibin Qin, Kai Liu, Zefeng Zhang, Jie Zheng, Zhili Hou, Lina Li, Ruiqin Li

“…Finally, through the muscle force experiment, it was verified that the power efficiency of the elbow exoskeleton in the real transport was about 18%. The project reduces costs in the development phase of the exoskeleton and can provide new insights into muscle function and sports biomechanics.…”
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In Situ Monitoring of Morphology Changes and Oxygenation State of Human Erythrocytes During Surfactant-Induced Hemolysis by Miroslav Karabaliev, Boyana Paarvanova, Gergana Savova, Bilyana Tacheva, Radostina Georgieva

“…The results suggest that these UV–vis spectrophotometry parameters provide reliable information in real-time; not only about the process of hemolysis itself, but also about pre-hemolytic changes in the erythrocytes, even at sub-hemolytic surfactant concentrations.…”
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Estimation of Battery SoC using Reinforcement Learning by Mortabit Idriss, Rachid Aziz, Errifai Nidale, Boudmane Bilal

“…The approach capitalizes on real-world transportation data (electric factors, distances, and timing parameters) in envisioning reserve measurement as a perpetual challenge to learn. …”
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Inverse power XLindley distribution with statistical inference and applications to engineering data by Amal S. Hassan, Najwan Alsadat, Christophe Chesneau, Mohammed Elgarhy, Mohamed Kayid, Suleman Nasiru, Ahmed M. Gemeay

“…As an attractive property, it can generate symmetric and asymmetric probability density functions, ideal for modeling lifetime phenomena. In addition, it is suitable for various real data since the corresponding hazard rate function has an increasing, decreasing, reverse J-shape or J-shape. …”
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