Bayesian Q-learning in multi-objective reward model for homophobic and transphobic text classification in low-resource languages: A hypothesis testing framework in multi-objective... by Vivek Suresh Raj, Ruba Priyadharshini, Saranya Rajiakodi, Bharathi Raja Chakravarthi

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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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The temporal scale of energy maximization explains allometric variations in movement decisions of large herbivores by Daniel Fortin, Christopher F. Brooke, Hervé Fritz, Jan A. Venter

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Potential Source Density Function: A New Tool for Identifying Air Pollution Sources by In Sun Kim, Yong Pyo Kim, Daehyun Wee

“…Abstract Potential source density function (PSDF) is developed to identify, that is, locate and quantify, source areas of ambient trace species based on Gaussian process regression (GPR), a machine-learning technique. …”
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THE BALANCE OF LABOR RESOURCES: PRECONDITIONS FORECASTING TRAINING COSTS IN GENERAL AND VOCATIONAL EDUCATION by V. A. Gnevasheva, M. N. Prokof'ev, A. V. Frigin

“…This article discusses the most common methods of forecasting the labor force, including: method of forecasting employment based on data from the state employment service and private employment agencies, the method of international comparison, employment in the field of forecasting the labor force on the basis of the production function.             The authors proved that almost carried out the process of forecasting manpower needs of the organizations using the methods suggested above, makes it possible to optimize the structure of personnel costs in the process of selection, training and re-training of professional personnel and therefore enhances their competitiveness and increase profit volume. …”
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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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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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Optimization of the Enterprise Human Resource Management Information System Based on the Internet of Things by Haiqiu Li

“…According to the conditions of the system function structure, a number of system module functions are designed in detail. …”
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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 EUROPEAN PUBLIC SYSTEM OF HUMAN RESOURCES. PERFORMANCE IN ORGANIZATIONS AND GOOD PRACTICES FOR ROMANIA by Dan-Călin BEȘLIU

“…Considering the fact that recruitment and selection activities are vital in ensuring the human resources flow in every private or public organization sector, the present paper seeks to elaborate a proposal aimed to modernize the recruiting and selection process within the Romanian public service based on best practices models implemented in other European states. …”
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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

“…Objectives: The Genoa Vascular Biobank (GTB-VD) is a collaborative network between the IRCCS Ospedale Policlinico San Martino (Centre of Biological Resources), and the University of Genoa (Vascular and Endovascular Surgery Unit; Anatomic Pathology Unit; Laboratory of Clinical and Experimental Vascular Biology). …”
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Resource mobilisation and allocation priorities on knowledge production in universities in Uganda: an empirical study by Eva Irene, Tumusiime

“…Results indicate that the selected universities’ resource mobilisation and allocation do not give knowledge production the priority it deserves. …”
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Resource mobilisation and allocation priorities on knowledge production in universities in Uganda: an empirical study by Eva Irene, Tumusiime

“…Results indicate that the selected universities’ resource mobilisation and allocation do not give knowledge production the priority it deserves. …”
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Software-technological bases for creation and development of information resources and services: libraries choice by O. L. Lavrik, O. V. Kuleva, L. B. Shevchenko

“…The authors explored experiences of 45 federal, national, republican and university libraries in Russia. Resources selection was carried out in accordance with specific criteria (a technology of access, origin, search system availability, a format, et al.). …”
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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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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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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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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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Green human resource management and Sustainable Development Goals in non-profit organisations by Shanitha Singh, Ana Martins, Orthodox Tefera

“…Environmental NPOs could promote green Human Resource Management practices boosting scalable actions to achieve the SDGs. …”
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Screening of Germplasm Resources with Low-Phosphorus Tolerance During the Seedling Stage of Rice by Mengru Zhang, Ye Wang, Zexin Qi, Qiang Zhang, Huan Wang, Chenglong Guan, Wenzheng Sun, Fenglou Ling, Zhian Zhang, Chen Xu

“…Therefore, screening and breeding rice germplasm resources that are tolerant to low phosphorus can enhance the growth capability of rice in low-phosphorus soils. …”
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