Resource-sharing allocation method based on dwarf mongoose optimization algorithm in vehicle computing by LIU Xi, LIU Jun, WU Hong, LI Weidong

“…A new solution generation algorithm based on the random and greedy strategy was proposed to address the problem of the dwarf mongoose optimization algorithm being prone to getting stuck in local optima, to improve the convergence speed and obtain the optimal solution. …”
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Feedback bit allocation in distributed antenna array systems by Shuai ZHANG, Peng PAN, Cui WANG

“…In a frequency division duplex communication system,precoding at the base station usually requires terminal feedback channel state information.In a distributed array system,the channel conditions between the terminal and different access nodes in the cell are different because multiple access nodes are arranged at different locations in the cell.When the resources for feedback channel state information are limited,the allocation method of feedback bit needs to be optimized to improve the overall performance of the system.In a multi-user distributed array system,an access node selection method based on distance threshold was adopted.Based on this method,the quantization characteristics of the random vector quantization codebook and the Taylor expansion method were used to derive the system quantization capacity loss,and then an approximate expression was given.Based on this expression,a feedback bit allocation method was proposed.Compared with other allocation methods,the method of this paper was more universal because it did not limit the number of access nodes selected by the user.The simulation results show that the strategy proposed is superior to the traditional equal-bit allocation scheme and can obtain better performance when the feedback resources are limited.…”
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The impact of entrepreneurship, learning organization, organizational flexibility, and customer orientation on service quality: a study among IBII Jakarta lecturers by Ikhsan Ikhsan

“…The number of 60 founded lectures as a sample is selected by simple random sampling. The research findings are as follows: entrepreneurship has a direct impact on organizational learning, customer orientation, and the quality of higher education services. …”
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Fitting Geometric Shapes to Fuzzy Point Cloud Data by Vincent B. Verhoeven, Pasi Raumonen, Markku Åkerblom

“…We illustrate the approach with laser scanning data of a cylinder and compare its performance with that of the conventional least squares method with and without random sample consensus (RANSAC). Our proposed method fits the geometry more accurately, albeit generally with greater uncertainty, and shows promise for geometry reconstruction with laser-scanned data.…”
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Enhancing Self Esteem of Orphan Teenagers through Self Discovery Training by Ema Zati Baroroh, Nindya Juwita Utimadini, Nabila Dafik Alhumairah, Ramadhanti Alifa Fatiah

“…In this study, the sample population comprised 11 female teenagers aged 14 to 18 years, who were selected as participants using a simple random sampling method. The participants were residents of the Nur Fauzi Orphanage of Pontianak, West Kalimantan, Indonesia. …”
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The Relationship Between Financial Development and the Composite Stock Price Index in Emerging Market Countries: A Panel Data Evidence by Ariodillah Hidayat, Liliana, Harunurrasyid, Xenaneira Shodrokova

“…Panel data regression analysis using the random effects model was performed to analyze data. …”
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On the Forced Response of Harmonically and Partially Mistuned Bladed Disks. Part I: Harmonic Mistuning by Marc P. Mignolet, Wei Hu, Ioan Jadic

“…Harmonic mistuning refers to single wavelength variations in structural properties along the disk while partial mistuning is associated with blade characteristics that are random in a specific sector and tuned elsewhere. The results of this analysis demonstrate that many features of the response of these simple systems match not only qualitatively but also quantitatively their counterparts on randomly mistuned bladed disks. …”
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Trend in obtaining career information in the digital era within the context of post-covid-19 career anxiety by Meylia Sari, Abu Yazid Abu Bakar, Yuda Syahputra

“…This was a comparative descriptive study and the data were obtained through random sampling. The sample consisted of 267 students randomly selected from various universities in East Aceh. …”
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A Comprehensive Investigation of Fraud Detection Behavior in Federated Learning by Sun Rui

“…The comparison involves three machine learning models - Artificial Neural Networks (ANN), Random Forest (RF), and Convolutional Neural Networks (CNN) - to assess their efficacy in the FL context. …”
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Multiple extended target tracking by truncated JPDA in a clutter environment by Qinlei Li, Liping Song, Yongquan Zhang

“…The effectiveness of the proposed algorithm is verified by the test of multiple extended targets tracking and compared with the linear‐time joint probabilistic data association as well as the algorithm on random finite sets. Simulation results show that the proposed algorithm can track multiple extended targets accurately, which is significant in high‐resolution radar tracking systems.…”
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Task Scheduling Framework of Multi-stage and Multi-strategy for Remote Sensing Satellites by Qunbin YUE, Xijie SHANG, Xiaoyong LIN, Wei FU

“…With the deepening of the support of remote sensing satellites for all kinds of applications, the external environment faced by satellite mission planning system is complex and changeable, such as satellite orbit adjustment, sudden failure in orbit, random arrival of tasks, changes in imaging conditions, etc., and the randomness of emergency events is greatly improved.The traditional periodic centralized mission planning framework is gradually unable to meet the requirements of high timeliness and high response.By analyzed the types and changing rules of the external environment of the system, the task planning framework of segmented sub-strategy adjustment was designed, as well as the corresponding scheduling strategy and object state management mechanism, and the efficient response ability to emergency emergencies was realized.The technical framework was adopted in a remote satellite mission management and control system project and the corresponding software was developed.The actual operation results of the system showed that the technical framework of mission planning with segmented strategy proposed in this paper basically met the requirements of high adaptability and high response caused by dynamic changes of external environment, and greatly improved the automation degree and timeliness index of the system.…”
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Enhancing Rehabilitation Assessment with Artificial Intelligence: A Comprehensive Investigation of Posture Quality Prediction Using Machine Learning by Zhang Wenxi

“…AI techniques, including Support Vector Machines (SVM), decision trees, random forests, Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN), show great potential in improving the accuracy and personalization of rehabilitation assessment. …”
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The effect of situational leadership, organizational culture and achievement motivation on the work professionalism of kindergarten teacher by Erna Kusumawati

“…The sample determination used the proportionate stratified random sampling technique and then to collect data through questionnaires, interviews, and documentation. …”
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Financial Inclusion and Women Empowerment in Uganda A Case of Lango Sub Region, Northern Uganda by Eton, Marus, Fabian, Mwosi, Benard, Patrick Ogwel, Charles Edaku, Dennis, Obote

“…Using both purposive and simple random sampling a Sample of 126 respondents was selected with a response rate of 100% realized. …”
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The Impact of Agricultural Practices on the Environmental Management of Nyarubuye Sub-County Kisoro District. by Akampurira, Hellen

“…Chapter three detailed the implementation of data collection methods, employing both qualitative and quantitative approaches. Simple random sampling was used to ensure equal chances for participants, while purposive sampling targeted specific respondents. …”
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Appraisal and Disposition of Medical Records: A Case Study of Itojo Hospital Ntungamo District. by Ainobusingye, Dorreck

“…The researcher used a simple random sampling method, surveying twenty out of fifty participants in the field. …”
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Optimal Control Harmony: Navigating Deterministic and Stochastic Realms with a Two-Strain Model Using Pontryagin’s Maximum Principle. by Kayanja, Andrew, Abola, Benard, Kikawa, Cliff R., Oyo, Benedict, Ssematima, Amos

“…In this paper, we study optimal control solutions using a two-strain SARS-CoV-2 deterministic epidemic model characterized by standard incidence, alongside a two-strain stochastic model incorporating a random transmission rate. We present proofs demonstrating the existence, uniqueness, and boundedness of a positive solution for any positive initial value for both models. …”
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Impact of Alcoholism on Teachers' Job Performance in the Schools of Kitwe Town Council Ruhaama East Constituency Ntungamo District. by Ayebare, Joshua

“…A descriptive research design was used, with a simple random sampling method to select participants. A total of 136 respondents participated in the study. …”
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Women Empowerment and Poverty Reduction in Kabale District. by Beatrice, Namugambe

“…Purposive sampling and simple random sampling techniques were used to select 195 participants from a study population of 400 subjects. …”
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Awareness and Use of Electronic Resources by Undergraduate Students at Kabale University, Uganda by Iroroeavwo Edwin, Achugbue, Benjamin, Ahimbisibwe

“…A total of 475 of the total population were drawn using a random sampling technique. 475 questionnaires were distributed to the respondents and a total of 469 was duly completed and found usable, which gave 99% response rate. …”
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