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Prediction of Flyrock Distance in Surface Mining Using a Novel Hybrid Model of Harris Hawks Optimization with Multi-strategies-based Support Vector Regression
To weaken and control effectively the harm of flyrock in open-pit mines, this study aimed to develop a novel Harris hawks optimization with...
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Predicting pile-bearing capacity utilizing least square support vector regression coupled with giant trevally optimizer and the flying foxes optimization
Addressing the intricacies of pile analysis and design poses a complex challenge, particularly in leveraging machine learning (ML) approaches to...
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Optimization of dewatering process of concentrate pressure filtering by support vector regression
This work studies the mechanism and optimization methods of the filter press dehydration process to better improve the efficiency of the concentrate...
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Diagnosis Support for Diabetes with Ant Colony Optimization
Diabetes is one of the most serious health problems in humans. Both industrialized and develo** nations struggle with the health effects of this...
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Analysis and Optimization of Energy Consumption for Multi-part Printing Using Selective Laser Melting and Considering the Support Structure
Selective laser melting (SLM) can form complex and precise metal parts simultaneously and is widely used in medical and aerospace fields. The support...
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Study on the Optimization of Support Parameters of Metro Station Constructed by Arch Cover Method
The arch is the main stress structure of metro station in the construction of arch cover method. The preliminary geological survey has some...
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A load forecasting model based on support vector regression with whale optimization algorithm
Power load forecasting is an important part of smart grid, and its accuracy will directly affect the control and planning of power system operation....
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An additive manufacturing-oriented structural optimization design method to eliminate sacrificial support
Additive manufacturing (AM) has significant advantages in fabricating complex structures designed by topology optimization (TO). However, AM is also...
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Optimized Support Vector Machine Using Whale Optimization Algorithm for Acute Lymphoblastic Leukemia Detection from Microscopic Blood Smear Images
Acute Lymphoblastic Leukemia (ALL) is a malignancy of White Blood Cells (WBC) originating from lymphoid cells. Hematologist detects ALL through...
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A Novel Fuzzy Inference-Based Decision Support System for Crop Water Optimization
A logic-based decision support system (DSS) for agriculture support system is presented. The primary focus is on the algorithm used to correctly...
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Ground fissure susceptibility map** based on factor optimization and support vector machines
For the purpose of batter evaluating ground fissure susceptibility (GFS), this study developed a hybrid model based on factor optimization and...
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Structural Optimization of Receiver Support of Parabolic Trough Collector Using Finite Element Analysis and Multicriteria Decision Making Method
The primary component of a parabolic trough collector system is the receiver support structure, which secures the receiver at the focal line of...
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Alzheimer’s Disease Shape Detection Model in Brain Magnetic Resonance Images Via Whale Optimization with Kernel Support Vector Machine
Structural brain imaging is a significant part of detecting the brain’s changes related to Alzheimer’s disease (AD). It harms the brain cells, and...
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Vibration Optimization Design and Experiment for Support of Aeroengine High-Speed Rotor System
In view of the phenomenon that the vibration acceleration of the adapter support was too large during the dynamic characteristic test of a gas...
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Q-learning whale optimization algorithm for test suite generation with constraints support
This paper introduces a new variant of a metaheuristic algorithm based on the whale optimization algorithm (WOA), the Q -learning algorithm and the...
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Multi-objective Optimization of water resources in real time based on integration of NSGA-II and support vector machines
One of the management strategies of water resources systems is the combination of simulation and optimization models to achieve the optimal policies...
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Moderate embed cross validated and feature reduced Steganalysis using principal component analysis in spatial and transform domain with Support Vector Machine and Support Vector Machine-Particle Swarm Optimization
The fast evolution of Information and Digital technology had given way for internet to be an effective medium for communication. This has also paved...
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Support Vector Machine
This chapter introduces three classes of Support Vector Machines (SVMs), kernel functions, and a fast learning algorithm—the Sequential Minimum...
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Deformation resistance prediction of tandem cold rolling based on grey wolf optimization and support vector regression
In the traditional rolling force model of tandem cold rolling mills, the calculation of the deformation resistance of the strip head does not...
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Enabling Cost-Based Support Structure Optimization in Laser Powder Bed Fusion of Metals
Support structures are essential to laser powder bed fusion (PBF-LB/M). They sustain overhangs, prevent distortion, and dissipate process-induced...
