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Four-Channel Nanosecond Pulse Combination in the Non-Polarization-Maintaining Fiber System
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Combination of Transformed-means Clustering and Neural Networks for Short-Term Solar Radiation Forecasting
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305
Enhancing Latent Defect Detection in Built-In Spindle Assembly Lines Through Vibration Data Analysis
Published 2025-01-01“…The integration of these advanced algorithms accurately identified defects and categorized them, thus optimizing manufacturing processes. …”
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Joint Optimal Production Planning for Complex Supply Chains Constrained by Carbon Emission Abatement Policies
Published 2014-01-01“…We focus on the joint production planning of complex supply chains facing stochastic demands and being constrained by carbon emission reduction policies. …”
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Extraction of exact symbolic stationary probability formulas for Markov chains in finite space with application to production lines. part II: unveiling accurate formulas for very s...
Published 2025-07-01“…Much of this research has focused on using Markov stochastic modeling to formulate manufacturing systems problems. …”
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311
Neural Networks Method in modeling of the financial company’s performance
Published 2017-11-01“…The research is based on a complex of theoretical and empirical developments of domestic and foreign authors. …”
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Learning Optimal Dynamic Treatment Regime from Observational Clinical Data through Reinforcement Learning
Published 2024-07-01“…Our study aims to evaluate the performance and feasibility of such algorithms: tree-based reinforcement learning (T-RL), DTR-Causal Tree (DTR-CT), DTR-Causal Forest (DTR-CF), stochastic tree-based reinforcement learning (SL-RL), and Q-learning with Random Forest. …”
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314
Magnetic Field Active Shielding of Overhead Power Lines with Triangular Phase Conductors Arrangements
Published 2020-03-01“…New scientific results are theoretical and field experimental research of the shielding factor of two circuit system of active shielding with two shielding coils carried out. …”
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315
Multi-Skilled Project Scheduling for High-End Equipment Development Considering Newcomer Cultivation and Duration Uncertainty
Published 2025-06-01“…Solving the model is blocked by the inherently NP-hard nature of the project scheduling problem and the stochasticity of the durations. Therefore, we put forward an adaptive simulation–optimization approach featuring two-fold: a simulation module capable of dynamically adjusting sample sizes based on convergence feedback and evaluating solutions with improved efficiency and stable accuracy; a tailored non-dominated sorting genetic algorithm II (NSGA-II) with adaptive evolutionary operators that enhance search effectiveness and ensure the identification of a well-distributed Pareto front. …”
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316
Housing Price Forecasting Using AI (LSTM)
Published 2023-12-01“…ObjectiveForecasting the asset prices in any market is an inseparable and critical part of research on markets. Obtaining a credible prediction of an asset's potential future price provides valuable information for investors. …”
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Conjugate gradient neural network in prediction of clay behavior and parameters sensitivities
Published 2014-10-01“…In our benchmark experiments the resulting highly scalable algorithms converge about an order of magnitude faster than ordinary stochastic gradient descent. …”
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Restoration of High-Renewable-Penetrated Distribution Systems Considering Uncertain Repair Workloads
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Mission Sequence Model and Deep Reinforcement Learning-Based Replanning Method for Multi-Satellite Observation
Published 2025-03-01“…With the rapid increase in the number of Earth Observation Satellites (EOSs), research on autonomous mission scheduling has become increasingly critical for optimizing satellite sensor operations. …”
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