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SMOTE-LOF for noise identification in imbalanced data classification
Published 2022-06-01“…Therefore, this study aims to improve SMOTE to identify the noise from synthetic minority data produced in handling imbalanced data by adding the Local Outlier Factor (LOF). …”
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502
Adaptive multimodal user interface techniques for mobile augmented reality: Frameworks, modalities and user interaction
Published 2025-09-01“…However, traditional MAR systems predominantly rely on unimodal interaction techniques and the exploitation of user and contextual data has been moderate. …”
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A minimally invasive technique of core decompression and cancellous bone grafting of femoral head osteonecrosis
Published 2024-12-01“…Methods: Clinical data from patients diagnosed with AVN and treated using the minimally invasive novel technique were retrospectively analyzed. …”
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505
Anterior Cruciate Ligament Reconstruction: 3-Incision Technique With Allograft Quad Tendon ACL Reconstruction
Published 2024-03-01“…While some data suggest higher re-rupture risk with donor tissue, this is counterbalanced by avoiding secondary surgical site damage. …”
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506
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BlueEdge: application design for big data cleaning processing using mobile edge computing environments
Published 2025-08-01“…Abstract With the rapid growth of the Internet of Things (IoT) and the emergence of big data, handling massive amounts of data has become a major challenge. …”
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Comparison between Logistic Regression and K-Nearest Neighbour Techniques with Application on Thalassemia Patients in Mosul
Published 2025-06-01“…This change leads to a decrease in the number, quality, and condition of red blood platelets and an increase in the rate of red blood platelet damage, which leads to iron accumulation in the body and a decrease in hemoglobin in the blood. This project aims to develop a model to predict thalassemia using the nearest neighbor technique and the logistic regression model based on the model evaluation criteria: accuracy, recall, precision, F1-score, and AUC. …”
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511
FUZZY TIME SERIES BASED ON THE HYBRID OF FCM WITH CMBO OPTIMIZATION TECHNIQUE FOR HIGH WATER PREDICTION
Published 2023-09-01Get full text
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512
Multi-resolution analysis of gravity anomalies: A comparative study of modern and spherical approximation techniques
Published 2025-05-01“…These approximations, however, result in some inaccuracies in prospecting for underground minerals using satellite gravimetric data. This study aims to perform a multi-resolution analysis for interpreting satellite-obtained gravity anomalies computed by the modern approach and spherical approximation to determine the performances of both gravity anomaly computation techniques for mineral exploration. …”
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513
Supervised learning and resampling techniques on DISC personality classification using Twitter information in Bahasa Indonesia
Published 2025-01-01“…Using a combination of NLP techniques and machine learning, the authors aim to develop a better approach and more robust model, especially for the Indonesian language. …”
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514
A hybrid approach to advanced NER techniques for AI-driven water and agricultural resource management
Published 2025-06-01Get full text
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515
EXAMINING THE IMPACT OF FEATURE SELECTION TECHNIQUES ON MACHINE AND DEEP LEARNING MODELS FOR THE PREDICTION OF COVID-19
Published 2025-04-01“…This research aims to provide insights into the optimal integration of feature selection techniques with advanced machine learning models for accurate prediction of COVID-19 virus.…”
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516
Bridging Theory and Practice: A Review of AI-Driven Techniques for Ground Penetrating Radar Interpretation
Published 2025-07-01“…This review investigates recent developments in AI-driven techniques for GPR interpretation, with a focus on machine learning, deep learning, and hybrid approaches that incorporate physical modeling or multimodal data fusion. …”
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517
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Enhancing methyldopa solubility via green supercritical fluid techniques using ethanol co-solvent
Published 2025-08-01Get full text
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519
Ensemble of hybrid model based technique for early detecting of depression based on SVM and neural networks
Published 2024-10-01“…The training data class imbalance was reduced by applying the synthetic minority oversampling technique (SMOTE) and cluster sampling together, which improved the accuracy for detecting depression. …”
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