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Interpretability in deep learning for finance: A case study for the Heston model
Published 2026-01-01Get full text
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METRICS FOR EVALUATING CONSISTENCY IN DISTRIBUTED DATASTORES
Published 2020-06-01“…Making a final conclusion, this will give the opportunity to investigate or monitor the current state of the system in the given time interval. This research is the base to form some elements of decision-making algorithm for building topology in a distributed network and the elements of the algorithm for monitoring such a system. …”
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Research on the Wetland Vegetation Classification Method Based on Cross-Satellite Hyperspectral Images
Published 2025-04-01“…Domain adaptation methods leveraging Generative Adversarial Networks (GANs) have been extensively researched and applied in the realm of cross-sensor land feature classification. …”
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Rainfall Forecasting Using a BiLSTM Model Optimized by an Improved Whale Migration Algorithm and Variational Mode Decomposition
Published 2025-08-01“…The highly stochastic nature of rainfall presents significant challenges for the accurate prediction of its time series. …”
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Rough-Terrain Path Planning Based on Deep Reinforcement Learning
Published 2025-05-01“…For the problem of the low exploration efficiency of the ε-greedy strategy, a hybrid exploration strategy combining stochastic exploration and the A* algorithm is proposed, after which the agent is trained on rough terrain. …”
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Residential Electricity Load Model Construction in District Scale
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Modeling 5G-NR User Blocking Probability in Conditional Handover-Enabled Heterogeneous Networks
Published 2025-01-01“…While BS reservation effectively reduces RLF rates, it concurrently occupies valuable radio resources, potentially leading to user blockages in congested scenarios. In this research, we develop a mathematical model to quantify user blocking probability by employing Markov models and connecting this probability to handover management parameters using stochastic geometry to characterize user mobility and BS coverage. …”
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Key Role and Optimization Dispatch Research of Technical Virtual Power Plants in the New Energy Era
Published 2024-11-01Get full text
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IbI logics optimization algorithm-based high-order sliding mode control for DSIG within a wind turbine system
Published 2025-03-01“…The proposed method is superior to the existing techniques, as it uses the IbI, a metaheuristic stochastic algorithm, to optimize the gains of the flux, speed, and current HOSMC controllers simultaneously. …”
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