Youssef Harrath
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View article: FastTree-Guided Genetic Algorithm for Credit Scoring Feature Selection
FastTree-Guided Genetic Algorithm for Credit Scoring Feature Selection Open
Feature selection is pivotal in enhancing the efficiency of credit scoring predictions, where misclassifications are critical because they can result in financial losses for lenders and exclusion of eligible borrowers. While traditional fe…
View article: Utilizing Ensemble Learning Techniques to Enhance Corn Price Prediction: A Case Study on South Dakota
Utilizing Ensemble Learning Techniques to Enhance Corn Price Prediction: A Case Study on South Dakota Open
Predicting crop prices is a complex challenge that farmers must navigate each year, but machine learning algorithms can provide valuable insights to support more informed decision making. In recent years, agricultural price prediction mode…
View article: Bridging Domains: Advances in Explainable, Automated, and Privacy-Preserving AI for Computer Science and Cybersecurity
Bridging Domains: Advances in Explainable, Automated, and Privacy-Preserving AI for Computer Science and Cybersecurity Open
Artificial intelligence (AI) is rapidly redefining both computer science and cybersecurity by enabling more intelligent, scalable, and privacy-conscious systems. While most prior surveys treat these fields in isolation, this paper provides…
View article: An Algorithm Based on Priority Rules for Solving a Multi-drone Routing Problem in Hazardous Waste Collection
An Algorithm Based on Priority Rules for Solving a Multi-drone Routing Problem in Hazardous Waste Collection Open
This research investigates the problem of assigning pre-scheduled trips to multiple drones to collect hazardous waste from different sites in the minimum time. Each drone is subject to essential restrictions: maximum flying capacity and re…
View article: Ant colony algorithm to solve a drone routing problem for hazardous waste collection
Ant colony algorithm to solve a drone routing problem for hazardous waste collection Open
Waste management issues are affecting the economic and environmental aspects of modern societies. Thus, growing the interest of academic and industrial research and development in optimizing the process of waste management. As these issues…
View article: Permutation rules and genetic algorithm to solve the traveling salesman problem
Permutation rules and genetic algorithm to solve the traveling salesman problem Open
In this paper, a new approach including permutation rules and a genetic algorithm is proposed to solve the symmetric travelling salesman problem. This problem is known to be NP-Hard. In order to increase the efficiency of the genetic algor…
View article: A novel hybrid approach for solving the multiple traveling salesmen problem
A novel hybrid approach for solving the multiple traveling salesmen problem Open
The multiple Travelling Salesmen Problem (mTSP) is one of the most popular and important operational research problems. It is a problem where n salesmen have to visit m cities such that each salesman has to visit at least one city and all …
View article: Scheduling in Cloud Computing Environment
Scheduling in Cloud Computing Environment Open
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