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Air quality prediction method based on improved BCCSA and deep LSTM
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Improved Deviation Sparse Fuzzy C-Means-2D Cumulative Sum Average Filter and Modified Sine Cosine Crow Search Algorithm-Wavelet Extreme Learning Machine for Brain Tumor Detection a...
Published 2025-01-01“…The hybrid modified sine cosine algorithm-crow search algorithm (MSCA-CSA)–based WELM model is proposed to classify the brain tumor. …”
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PDCSA: A parallel discrete crow search algorithm for influence maximization in social networks.
Published 2025-01-01“…In the field of influence maximization research, the investigation of seed nodes identifying algorithms is a hot yet challenging work. …”
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Adaptive energy loss optimization in distributed networks using reinforcement learning-enhanced crow search algorithm
Published 2025-04-01“…Unlike traditional methods such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and standard Crow Search Algorithm (CSA), which suffer from premature convergence and limited adaptability to real-time variations, Reinforcement Learning Enhanced Crow Search Algorithm (RL-CSA) which is proposed in this research work solves network reconfiguration optimization problem and minimize energy losses. …”
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An Intelligent Crow Search Optimization and Bi-GRU for Forest Fire Detection System Using Internet of Things
Published 2024-12-01“…CSO is inspired by the intelligent foraging behavior of crows, and when combined with fractional calculus, it provides a robust optimization framework that improves the accuracy and efficiency of the AI model. …”
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Analysis of Facial Areas to Identify CHD Risks Based on Facial Textures
Published 2025-02-01“…This study aimed to develop and evaluate a machine learning model or diagnose CHD using facial texture features and to compare the performance across different facial regions to provide recommendations for improvement. The research involved constructing a machine learning model that extracted texture features from six facial regions of interest (ROIs) using the gray level co-occurrence matrix (GLCM) and employed an artificial neural network (ANN) algorithm. …”
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Hybrid energy system optimization integrated with battery storage in radial distribution networks considering reliability and a robust framework
Published 2024-11-01“…The best installation position and capacity of the hybrid system (HS) are found via an improved crow search algorithm with an inertia weight technique. …”
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