Theoretical justification of the model of search for optimal solutions in complex resource management systems by Roman A. Khalturin, Roman O. Sudorgin, Nikita S. Akinshin

“…To develop a set of mathematical models for finding optimal solutions in complex resource management systems under uncertainty, required for designing resource allocation structures. …”
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A Comprehensive Evaluation of Soybean Germplasm Resources for Salt Tolerance During Germination by Lei Han, Lerong Ge, Lin Fei, Chengwei Huang, Yilin Li, Wentan Fan, Dan Zhu, Longgang Zhao

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Design and interactive performance of human resource management system based on artificial intelligence. by Yangda Gong, Min Zhao, Qin Wang, Zhihan Lv

“…Besides, the salary forecast model in the HRM system (HRMS) is designed based on the Back Propagation Neural Network (BPNN), and network structure, parameter initialization, and activation function of the BPNN are selected and optimized. The experimental results demonstrate that the algorithm optimized by the Nadm has shown improved convergence speed and forecast effect, with 187 iterations. …”
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Emergency Scheduling Optimization Simulation of Cloud Computing Platform Network Public Resources by Dingrong Liu, Zhigang Yao, Liukui Chen

“…An emergency scheduling method of cloud computing platform network public resources based on genetic algorithm is proposed. With emergency public resource scheduling time cost and transportation cost minimizing target, initial population by Hamming distance constraints, emergency scheduling model, and the corresponding objective function improvement as the fitness function, the genetic algorithm to individual selection and crossover and mutation probability were optimized and complete the public emergency resources scheduling. …”
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Dual-Resource Scheduling with Improved Forensic-Based Investigation Algorithm in Smart Manufacturing by Yuhang Zeng, Ping Lou, Jianmin Hu, Chuannian Fan, Quan Liu, Jiwei Hu

“…With increasing labor costs and rapidly dynamic changes in the market demand, as well as realizing the refined management of production, more and more attention is being given to considering workers, not just machines, in the process of flexible job shop scheduling. Hence, a new dual-resource flexible job shop scheduling problem (DRFJSP) is put forward in this paper, considering workers with flexible working time arrangements and machines with versatile functions in scheduling production, as well as a multi-objective mathematical model for formalizing the DRFJSP and tackling the complexity of scheduling in human-centric manufacturing environments. …”
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Life history traits in microarthropods: Evidence for a soil animal economics spectrum by Jing-Zhong Lu, Tobias Pfingstl, Robert R. Junker, Mark Maraun, Amandine Erktan, Stefan Scheu

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Screening and Comprehensive Evaluation of Drought Resistance in Cotton Germplasm Resources at the Germination Stage by Yan Wang, Qian Huang, Li Liu, Hang Li, Xuwen Wang, Aijun Si, Yu Yu

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The Genoa Vascular Biobank: A Today Resource for Future Perspectives in Vascular Research by Chiara Barisione, Jorge Miguel Mena Vera, Caterina Ivaldo, Silvia Ortona, Pier Francesco Ferrari, Paola Visconti, Michele Paudice, Martina Bastianon, Caterina Melani, Gaddiel Mozzetta, Valerio Vellone, Giovanni Pratesi, Domenico Palombo

“…CS is more frequently associated with diabetes and peripheral artery diseases, AAA with pulmonary history, and renal function impairment. Open surgery is more used for CS and endovascular for AAA. …”
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Selective transfer learning with adversarial training for stock movement prediction by Yang Li, Hong-Ning Dai, Zibin Zheng

“…The data selector task is introduced to select the most relevant and high-quality training samples from stocks in source domain. …”
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Assessment and Optimization of Hydrological Connectivity for Effective Management of Water Resources in the Samian Watershed by Zeinab Hazbavi, Nazila Alaei

“…Accordingly, increasing attention has been given to the structural and functional connectivity of river networks as the primary source of surface water supply, while this can be a potential watershed-scale management solution. …”
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Genome-wide association study on salt tolerance of core germplasm resources in watermelon by YUAN Gaopeng, ZHAO Yanlong, SUN Dexi, GAO Bowen, LI Weihua, SHI Mingkun, ZHANG Jingyu, ZHU Yingchun

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Photoelectrochemical High-Value-Added Chemical Production with Improved Selectivity by Yingzhe Li, Tao Chen, Yihuang Chen

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Evaluation of the diet of a selected group of children with coeliac disease by Joanna Rachtan-Janicka

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(Too) many policies under one roof? About the integration of competition law enforcement and sectoral regulation within one authority by Anna Piszcz

“…It will attempt at the identification of advantages and disadvantages of entrusting competition authorities with additional sectoral regulation functions and discuss whether Directive 2019/1 (“ECN+ Directive”) may serve as a cure for disadvantages of adding not related objectives, such as overwhelming numbers of tasks and lacking resources, including human resources or a relatively small part of budget dedicated to competition enforcement. …”
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Phenolics and Flavonoid Content in Selected Seeds from the Serbian Market by Margarita Dodevska, Nevena Ivanovic, Jelena Kukic-Markovic, Verica Jovanovic

“…Conclusion: Our results confirmed the fact that certain defatted seeds, which are usually considered as waste products in oil production, could be considered as valuable sources of certain secondary plant metabolites, implicating further investigations on their composition and potential in the development of functional foods.…”
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Analysis of genomic selection characteristics of local cattle breeds in Gansu by Bao Cai, Yandong Kang, Lin Xiong, Jie Pei, Qianyun Ge, Xiaoyun Wu, Manyu Gan, Xian Guo

“…It provides a theoretical basis for conserving breed resources, identifying functional genes, and developing breeding strategies.…”
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Selected implications of negative externalities – on the example of the Polish energy sector by Mariusz Kudełko, Małgorzata Wejer

“… The aim of this paper is to present selected issues of the effective allocation of resources and its function in optimal decision-making processes. …”
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Evaluation of the effect of ecological restoration in mineral resource cities and analysis of driving factors by Anya Zhong, Yulong Gen, Zhen Wang, Chunming Hu

“…Five indicators—greenness, humidity, dryness, heat, and black particulates—were selected and integrated using the distance function method. …”
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V2X offloading and resource allocation under SDN and MEC architecture by Haibo ZHANG, Zixin WANG, Xiaofan HE

“…To address the serious problem of delay and energy consumption increase and service quality degradation caused by complex network status and huge amounts of computing data in the scenario of vehicle-to-everything (V2X),a vehicular network architecture combining mobile edge computing (MEC) and software defined network (SDN) was constructed.MEC sinks cloud serviced to the edge of the wireless network to compensate for the delay fluctuation caused by remote cloud computing.The SDN controller could sense network information from a global perspective,flexibly schedule resources,and control offload traffic.To further reduce the system overhead,a joint task offloading and resource allocation scheme was proposed.By modeling the MEC-based V2X offloading and resource allocation,the optimal offloading decision,communication and computing resource allocation scheme were derived.Considering the NP-hard attribute of the problem,Agglomerative Clustering was used to select the initial offloading node,and Q-learning was used for resource allocation.The offloading decision was modeled as an exact potential game,and the existence of Nash equilibrium was proved by the potential function structure.The simulation results show that,as compared to other mechanisms,the proposed mechanism can effectively reduce the system overhead.…”
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“Characterization of jackfruit peel as a promising resource for different thermo-chemical processes” by Sonam Kardam, Shabina Khanam

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