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Synergizing GIS and genetic algorithms to enhance road management and fund allocation with a comprehensive case study approach
Published 2025-02-01“…The research is structured around three key objectives: (1) develop a detailed GIS-based road management database incorporating inspection data and attributes of road infrastructure for proactive M&R decision-making; (2) efficiently allocate funds to maintain service delivery on deteriorated roads; and (3) pinpoint the optimal type and timing of M&R interventions to boost the condition and performance of the road segments. …”
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The Concept Design of Rice Quality Detection System Using Model-Based System Engineering Approach
Published 2024-11-01“…Moreover, machine learning techniques were used to simulate rice quality data analysis using the decision tree classification with the Iterative Dichotomizer 3 (ID3) algorithm. …”
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Presenting a Prediction Model for CEO Compensation Sensitivity using Meta-heuristic Algorithms (Genetics and Particle Swarm)
Published 2024-09-01“…Conclusion The application of deep neural networks, optimized by meta-heuristic algorithms, can create predictive models based on real data, which can be used for management decisions and enhancing service compensation processes in organizations. …”
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Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems
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LEVERAGING MACHINE LEARNING ALGORITHMS TO IDENTIFY POTENTIAL GEOSITES FOR GEOTOURISM PROMOTION IN ZIZ UPPER WATERSHED IN SOUTHEASTERN MOROCCO
Published 2024-12-01“…Subsequently, the machine learning algorithm, namely Bagging was employed to develop predictive model. …”
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