Optimization of Depth Map Intra Coding Algorithms Based on Machine Learning by Wenjun Song, Jiaying Yang, Qiuwen Zhang

“…This paper proposes a novel CU partitioning strategy implemented through a two-stage extreme forest model. …”
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Standing balance of single-legged hopping robot model using reinforcement learning approach in the presence of external disturbances by S. Mohamad Hoseinifard, Majid Sadedel

“…Additionally, a hybrid control strategy, incorporating the Deep Deterministic Policy Gradient algorithm (DDPG) along with a feedback controller, is proposed to sustain balance throughout the robot’s contact and flight phases. …”
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Grid Forming Inverter With Increased Short-Circuit Contribution to Address Inverter-Based Microgrid Protection Challenges by Maximiliano Ferrari, Leon M. Tolbert, Emilio C. Piesciorovsky

“…Consequently, conventional distribution protection strategies based on overcurrent cannot reliably protect microgrids when operating in islanded mode. …”
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Chaotic evolutionary multi-objective optimization for multivariate pair trading in tehran stock exchange: the distance approach by Hossein Nikoo, Jamal Barzgari khanagha, Hamid Reza Mirzaei

“…In addition, these results indicate the superiority of the multi-objective pair trading strategy based on the distance approach over the traditional single-objective model.Originality/Value: In order to optimize pair trading, the Non-dominated Sorting Genetic Algorithm was used. …”
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Timing of Wnt Inhibition Modulates Directed Differentiation of Medial Ganglionic Eminence Progenitors from Human Pluripotent Stem Cells by Ivanna Ihnatovych, Alexandra Lew, Evelyn Lazar, Anna Sheng, Timot Kellermayer, Kinga Szigeti

“…While Wnt inhibition is frequently incorporated into the strategy, the timing varies between protocols and there is a lack of standardized outcome reporting, which precludes direct comparison. …”
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Spectral Design Method to Simulate Tunable Spectra of Various Light Sources Based on Multi-Channel LEDs by Zijian Tao, Xiaojie Zhao, Shanshan Li, Qi Dai

“…It begins by determining the desired wavelength range according to an eye-sensitivity threshold based on the V(λ) function. Subsequently, a strategy for LED component selection is introduced. …”
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Mathematical Modeling of Tuberculosis Transmission Dynamics With Reinfection and Optimal Control by Francis Oketch Ochieng

“…The development of highly efficacious vaccines emerges as the most cost‐effective strategy in combating TB transmission in Kenya. Policymakers should prioritize investing in the development and deployment of highly efficacious vaccines to achieve optimal public health outcomes and economic benefits, aligning with Kenya's Vision 2030.…”
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Prevalence of red, orange, and green microbial complexes in periodontal pockets of chronic kidney disease patients on hemodialysis: a systematic review and meta-analysis by Diego José Gambin, Jayne de Oliveira Manica, Daniela Dal Olmo Merib, Caroline Mirek, Felipe Gomes Dallepiane, Thais Mageste Duque, João Paulo De Carli, Micheline Sandini Trentin

“…This systematic review was conducted according to the PRISMA statement. The search strategy included two independent reviewers who searched the PubMed, Web of Science, Scopus, Cochrane, and Lilacs databases in August 2024, using MeSH terms and keywords defined with the PICOS acronym. …”
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The Eurasian Space in Chinese Official and Academic Discourses by I. E. Denisov, I. A. Safranchuk

“…The 2015 document, "Vision and Actions on Jointly Building Silk Road Economic Belt and 21st-Century Maritime Silk Road," illustrates the initiative's extensive and vague geographical scope, indicating that China did not initially aim for a broad Eurasian strategy.By employing Critical Discourse Analysis (CDA), we uncover how China's official rhetoric strategically frames BRI. …”
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A Multi-Dimensional Resource Allocation Scheme: In Beam Hopping Technique Enhanced MF-TDMA Satellite Systems by Yifeng Jin, Zhong Zheng, Hanyu Zheng, Minglong Pu, Junjie Zeng, Zihe Gao

“…To address this problem effectively, we present a two-stage optimization strategy. Simulation results demonstrate that our proposed two-stage resource allocation scheme outperforms other benchmark algorithms in minimizing the total priority-weighted matching error by at least 14% across various system settings.…”
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The Impact of Epigenetics on the Pathophysiology of Type 2 Diabetes and Associated Nephropathic Complications by Amit Mukherjee, Tanusree Debbarman, Basu D. Banerjee, Sheelu S. Siddiqi

“…This review investigates various epigenetic modifications associated with T2D and DKD, employing a database search strategy incorporating the PICO framework method to ensure comprehensive coverage of relevant literature. …”
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Diagnostic Validity of Clinical Signs Associated with a Large Exophoria at Near by Pilar Cacho-Martínez, Ángel García-Muñoz, María Teresa Ruiz-Cantero

“…This analysis was also carried out considering multiple tests as serial testing strategy. Results. ROC analysis showed the best diagnostic accuracy for receded near point of convergence (NPC) recovery (area = 0.929) and binocular accommodative facility (BAF) (area = 0.886). …”
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Characterization of composting process and chemical composition of compost from recycling centers in Surabaya City, Indonesia by Dwi Haryanta, Tatuk Tojibatus Sa’adah, Indarwati

“… Composting serves as a pivotal strategy in waste management, alleviating the burden on final disposal sites while simultaneously providing valuable fertilizer for urban agriculture. …”
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Electronic structure formed by Y2O3-doping in lithium position assists improvement of charging-voltage for high-nickel cathodes by Shijie Wang, Kang Liang, Hongshun Zhao, Min Wu, Junfeng He, Peng Wei, Zhengping Ding, Jianbin Li, Xiaobing Huang, Yurong Ren

“…Subsequently, the accumulated electrons in the oxygen site are transferred to nickel of highly valence state under the action of the reduction coupling mechanism. The modified strategy suppresses the generation of oxygen defects by regulating the local electronic structure, but more importantly, it reduces the concentration of highly reactive Ni4+ species during the charging state, thus avoiding the evolution of an unexpected phase transition. …”
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Governing the boundary: between socio-environmental vulnerability and state capacity in Temajuk Village, Indonesia by Alfath Bagus Panuntun El Nur Indonesia, Defila Priana Falarima, Said Khaidir, Ari Surida, Nur Muliasari MS, Tara Charissa Oktavia S

“…This article proposes a multifaceted strategy to address these interrelated issues, prioritizing effective border management, sustainable economic development, and strong community engagement. …”
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Copper Adsorption Using Hydroxyapatite Derived from Bovine Bone by Lingchang Kong, Xin Liu, Guocheng Lv, Tianming Liu, Peijun Zhang, Yuxin Li, Bin Chen, Libing Liao

“…This work provides an alternative strategy as filling material for in situ remediation of copper-contaminated groundwater and enriches relevant theoretical references.…”
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Flow Shift from Urban Roads to Beltway Expressway under a Tradable Credit Scheme to Alleviate Urban Traffic Congestion by Jimeng Tang, Yongxiang Zhu, Yue Yu, Lu Cai

“…The sensitivity analysis results indicate the insufficiency of the existing preferential access or toll-free schemes on the beltway, highlighting the greater effectiveness of the integrated strategy proposed in this study.…”
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Semi-automated Generation of Geometric Digital Twin for Bridge Based on Terrestrial Laser Scanning Data by Kaixin Hu, Daguang Han, Guocheng Qin, Yin Zhou, Long Chen, Chunli Ying, Tong Guo, Yanhui Liu

“…For cross sections that lack point clouds, a translation strategy is used to supplement the unknown line segment. …”
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A Discrete Mathematical Modeling and Optimal Control of the Rumor Propagation in Online Social Network by Amine El Bhih, Rachid Ghazzali, Soukaina Ben Rhila, Mostafa Rachik, Adil El Alami Laaroussi

“…In the second part, we recommend an optimal control strategy to fight against the spread of the rumor, and the study aims at characterizing the three optimal controls which minimize the number of spreader users, fake pages, and corresponding costs; theoretically, we have proved the existence of optimal controls, and we have given a characterization of controls in terms of states and adjoint functions based on a discrete version of Pontryagin’s maximum principle. …”
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Contingent Negative Variation and Working Memory Maintenance in Adolescents with Low and High Motor Competencies by Sebastian Ludyga, Christian Herrmann, Manuel Mücke, Christian Andrä, Serge Brand, Uwe Pühse, Markus Gerber

“…Thus, high performers on complex motor tasks seem to rely more on a proactive control strategy, which is optimal in tasks with high working memory demands.…”
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