An Optimal Composition Strategy for Knowledge Service Component Based on Flexible Tracking Particle Swarm Algorithm by Yan-chao Yin, Fu-zhao Chen, Wei-zhi Liao, Cui-yin Liu

“…On this basis, a heuristic algorithm with the adaptive mutation probability is introduced to composite the multigranularity service component dynamically and robustly. …”
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Inference of a Susceptible–Infectious stochastic model by Giuseppina Albano, Virginia Giorno, Francisco Torres-Ruiz

“…The stochastic process related to the deterministic model was transformable into a nonhomogeneous Wiener process so the probability distribution could be obtained. Here we focused on the inference for such a process, by providing an estimation procedure for the involved parameters. …”
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Implementation of Genetic Algorithm Integrated with the Deep Neural Network for Estimating at Completion Simulation by Karrar Raoof Kareem Kamoona, Cenk Budayan

“…The main merit of EAC is including the probability of the project performance and risk. In addition, EAC is extremely helpful for project managers to define and determine the critical throughout the project progress and determine the appropriate solutions to these problems. …”
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Gambaran Tingkat Kepatuhan Pengobatan Pasien TB Paru by Endang Martini, Rika Sarfika, Siti Yuliharni

“…The population consisted of pulmonary TB patients undergoing treatment at five public health centers (PHC) in Lahat City between July 26 and August 5, 2024. A non-probability total sampling technique was employed. Medication adherence was measured using the Morisky Medication Adherence Scale (MMAS-8). …”
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Planning and Layout Method for Community Bus Stops Based on Carbon Reduction Benefits by Yang LI, Chenyu XIANG, Ning LIU

“…Through the simulated annealing algorithm, the optimised bus stop can optimise the average carbon emission of the residents’ personal trip by 36.87%, while the probability of residents choosing low-carbon trip increased by 4.94%, choosing medium-carbon trip increased by 1.48% and choosing high-carbon trip decreased by 10.84%, realising a substantial carbon reduction benefit. …”
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The impact of the reform of rural collective property rights system on villagers' public participation: An empirical study based on CRRS 2020 data. by Rui Li, Duanyang Gao

“…However, the impact on volunteer service is not significant (β = -0.004, p>0.1); (2)mechanism analysis shows that the reform can reduce the probability of migration for work, and thus enhance the level of public participation; (3)heterogeneity analysis reveals that the reform has a greater impact on the villagers' public participation in suburban villages and villages with better collective economy; (4)further analysis discovers that villagers have heard that reform can significantly enhance their public participation. …”
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Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution by C. Rosie Williams, Pierre Thodoroff, Robert J. Arthern, James Byrne, J. Scott Hosking, Markus Kaiser, Neil D. Lawrence, Ieva Kazlauskaite

“…Here, we combine traditional model simulations of the Amundsen Sea sector of WAIS with Gaussian process emulation to show that ice-sheet models capable of resolving kilometre-scale basal topography will be needed to assess the probability of extreme scenarios of sea-level rise. …”
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Research on Basic Wind Pressure Calculation Method for Lacking Long-Term Wind Speed Data by Bo Wang, Weining Shang, Lixin Dong, Yuanzheng Dong

“…Taking the extreme value Type III distribution as the probability distribution, the method of calculating the basic wind pressure of different return periods based on short-term wind speed data is summarized by comparing the specifications of various countries in the world.…”
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Ordinal Analysis of Variation of Sensory Responses in Combination with Multinomial Ordered Logistic Regression vs. Chemical Composition: A Case Study of the Quality of a Sausage fr... by Tamar Gadrich, Francesca R. Pennecchi, Ilya Kuselman, D. Brynn Hibbert, Anastasia A. Semenova, Pui Sze Cheow

“…The influence of chemical composition of a sausage sample on the probability of a response category was modeled using multinomial ordered logistic regression of the response on mass fractions of the main sausage components. …”
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A Midcourse Guidance Method Combined with Trajectory Prediction for Antinear-Space-Gliding Vehicles by JiaQing Wan, Qian Zhang, Hao Zhang, JiaNing Liu

“…An interactive multiple-model method of variable structure is proposed to identify the characteristics of the maneuver mode by introducing a fading factor and the modified Markov probability transfer matrix and then predict the trajectory through numerical integration. …”
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Quadrotor Trajectory Planning with Tetrahedron Partitions and B-Splines in Unknown and Dynamic Environments by Jiayu Men, Jesús Requena Carrión

“…Assuming that the position of obstacles and their instantaneous movement are available, our method represents the environment uncertainty as a dynamic map that indicates the probability that a region might be occupied by an obstacle in the future. …”
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Intelligent Critical Path Computation Algorithm Utilising Ant Colony Optimisation for Complex Project Scheduling by Xiaokang Han, Wenzhou Yan, Mei Lu

“…In this study, an improved ant colony algorithm to determine the critical path by setting the path distance and time as negative, while the transition probability remains unchanged, is proposed. The case of a coal power plant engineering, procurement, and construction (EPC) project was considered. …”
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Uncertainty Evaluation of Stochastic Structural Response with Correlated Random Variables by Qiang Fu, Jianjun Liu, Jiarui Shi, Xiao Li, Xueji Cai, Zilong Meng

“…In this method, the evaluation expression for the mean and standard deviation of the maximum response including uncertainty parameter variables are provided first; subsequently, a third-moment pseudo-correlation normal transformation is able to be performed for converting the correlated and non-normal system parameter variables with unknown joint probability density function (PDF) or marginal PDF into the mutually independent standard normal ones; ultimately, a point estimate procedure (PEP) based on univariate dimension reduction integration can be carried out for evaluating the structural stochastic response including uncertainty system parameters. …”
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Harmonization and Verification of Three National European Icing Forecast Models Using Pilot Reports by Christoph Knigge, Katie Bennett, Christine Le Bot, Mara Gehlen-Zeller, Svenja Koos

“…In order to assess the individual icing forecasts and the resulting combinations, the probability of detection skill score is calculated based on multicategory contingency tables for the forecast icing intensities. …”
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Evaluation of flood determination with various methods: Case study of Ayamama Creek by Orkan Özcan

“…According to the results of this method, when the Ayamama Creek reaches 180m3/s of flow rate, the probability of flood occurrence is estimated to be %97.2 and it was determined that the flood waters will be effective in about 50 hectares of the area.…”
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Eye Gaze and Dominance, Cues for Online Communication with Strangers by Beril Durmuş, Yonca Aslanbay, Murat Çinko, Aydin Erden

“…The study further predicted when the user is to prefer between pairs of people that one is perceived to be dominant, the probability of choosing the perceived non-dominant is higher. …”
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Design and Characteristic Analysis of Multicarrier Chaotic Phase Coded Radar Pulse Train Signal by Qiongdan Huang, Yong Li, Yaoping Zeng, Yinjuan Fu

“…In addition, we analyze the influences of subcarrier number, phase-modulated bit number, and period number on the pulse train’s autocorrelation performance. The low probability of intercept (LPI) performance of the two signals is also discussed. …”
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Robust Evaluation for Transportation Network Capacity under Demand Uncertainty by Muqing Du, Xiaowei Jiang, Lin Cheng, Changjiang Zheng

“…According to simulation experiments, it is showed that the link flow pattern from the robust solutions to network capacity problems can reveal the probability of high congestion for each link.…”
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Flexible Reconfiguration for Optimal Operation of Distribution Network Under Renewable Generation and Load Uncertainty by Behzad Esmaeilnezhad, Hossein Amini, Reza Noroozian, Saeid Jalilzadeh

“…The uncertainty of the load and generation from renewable energies is planned to use their probability density functions via a scenario-based approach. …”
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Rao-Blackwellized Gaussian Sum Particle Filtering for Multipath Assisted Positioning by Markus Ulmschneider, Christian Gentner, Thomas Jost, Armin Dammann

“…Making use of Rao-Blackwellization, the location of a user is tracked by a particle filter, and each landmark is represented by a sum of Gaussian probability density functions, whose parameters are estimated by unscented Kalman filters. …”
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