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A Comparative Analysis of Machine Learning Algorithms for Classification of Diabetes Utilizing Confusion Matrix Analysis.
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- Baghdad Science Journal, 2024, v. 21, n. 5, p. 1712, doi. 10.21123/bsj.2023.9010
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- Article
The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification.
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- Expert Systems, 2024, v. 41, n. 8, p. 1, doi. 10.1111/exsy.13591
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- Article
Optimized decision tree classification method for diabetes prediction.
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- Telkomnika, 2024, v. 22, n. 4, p. 941, doi. 10.12928/TELKOMNIKA.v22i4.25656
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A supervised multiclass framework for mineral classification of Iberian beads.
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- PLoS ONE, 2024, v. 19, n. 7, p. 1, doi. 10.1371/journal.pone.0302563
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Using multi-label ensemble CNN classifiers to mitigate labelling inconsistencies in patch-level Gleason grading.
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- PLoS ONE, 2024, v. 19, n. 7, p. 1, doi. 10.1371/journal.pone.0304847
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- Article
Varroa destructor shapes the unique viral landscapes of the honey bee populations of the Azores archipelago.
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- PLoS Pathogens, 2024, v. 20, n. 7, p. 1, doi. 10.1371/journal.ppat.1012337
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- Article
Rockburst Intensity Grade Prediction Based on Data Preprocessing Techniques and Multi-model Ensemble Learning Algorithms.
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- Rock Mechanics & Rock Engineering, 2024, v. 57, n. 7, p. 5207, doi. 10.1007/s00603-024-03811-y
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Embedded Zero-Shot Image Classification Based on Bidirectional Feature Mapping.
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- Applied Sciences (2076-3417), 2024, v. 14, n. 12, p. 5230, doi. 10.3390/app14125230
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- Article
Hyperspectral imaging for the determination of relevant cooking quality traits of boiled cassava.
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- Journal of the Science of Food & Agriculture, 2024, v. 104, n. 8, p. 4782, doi. 10.1002/jsfa.12654
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Machine Learning Algorithms for Processing and Classifying Unsegmented Phonocardiographic Signals: An Efficient Edge Computing Solution Suitable for Wearable Devices.
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- Sensors (14248220), 2024, v. 24, n. 12, p. 3853, doi. 10.3390/s24123853
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- Article
Remote Sensing Image Classification Based on Canny Operator Enhanced Edge Features.
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- Sensors (14248220), 2024, v. 24, n. 12, p. 3912, doi. 10.3390/s24123912
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- Article
Exploring potential circRNA biomarkers for cancers based on double-line heterogeneous graph representation learning.
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- BMC Medical Informatics & Decision Making, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12911-024-02564-6
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- Article
Customer churn modeling in telecommunication using a novel multi-objective evolutionary clustering-based ensemble learning.
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- PLoS ONE, 2024, v. 19, n. 6, p. 1, doi. 10.1371/journal.pone.0303881
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- Article
Value of radiomics-based automatic grading of muscle edema in polymyositis/dermatomyositis based on MRI fat-suppressed T2-weighted images.
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- Acta Radiologica, 2024, v. 65, n. 6, p. 632, doi. 10.1177/02841851241244507
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Remote Monitoring of Coffee Leaf Miner Infestation Using Machine Learning.
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- AgriEngineering, 2024, v. 6, n. 2, p. 1697, doi. 10.3390/agriengineering6020098
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An Efficient Approach for Automatic Fault Classification Based on Data Balance and One-Dimensional Deep Learning.
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- Applied Sciences (2076-3417), 2024, v. 14, n. 11, p. 4899, doi. 10.3390/app14114899
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- Article
ADVANCING AUTISM SPECTRUM DISORDER DIAGNOSIS THROUGH ENSEMBLE LEARNING.
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- i-Manager's Journal on Artificial Intelligence & Machine Learning (JAIM), 2024, v. 2, n. 1, p. 28, doi. 10.26634/jaim.2.1.20500
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- Article
Integrating Edge-Intelligence in AUV for Real-Time Fish Hotspot Identification and Fish Species Classification.
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- Information (2078-2489), 2024, v. 15, n. 6, p. 324, doi. 10.3390/info15060324
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Alleviating cold start and sparsity problems in the micro, small, and medium enterprises marketplace using clustering and imputation techniques.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2024, v. 14, n. 3, p. 3220, doi. 10.11591/ijece.v14i3.pp3220-3229
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Fine tuning attribute weighted naïve Bayes model for detecting anxiety disorder levels of online gamers.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2024, v. 14, n. 3, p. 3277, doi. 10.11591/ijece.v14i3.pp3277-3286
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Feature selection based on chi-square and ant colony optimization for multi-label classification.
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- International Journal of Electrical & Computer Engineering (2088-8708), 2024, v. 14, n. 3, p. 3303, doi. 10.11591/ijece.v14i3.pp3303-3312
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- Article
Abstracts – ANZSNR ASM 2024.
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- Journal of Medical Imaging & Radiation Oncology, 2024, v. 68, n. 4, p. e1, doi. 10.1111/1754-9485.13654
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Machine learning classification approaches to optimize ROP and TOB using drilling and geomechanical parameters in a carbonate reservoir.
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- Journal of Petroleum Exploration & Production Technology, 2024, v. 14, n. 6, p. 1, doi. 10.1007/s13202-024-01769-9
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Cost-sensitive learning using logical analysis of data.
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- Knowledge & Information Systems, 2024, v. 66, n. 6, p. 3571, doi. 10.1007/s10115-024-02070-1
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Online binary classification from similar and dissimilar data.
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- Machine Learning, 2024, v. 113, n. 6, p. 3463, doi. 10.1007/s10994-023-06434-6
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An FTwNB Shield: A Credit Risk Assessment Model for Data Uncertainty and Privacy Protection.
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- Mathematics (2227-7390), 2024, v. 12, n. 11, p. 1695, doi. 10.3390/math12111695
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- Article
Hyperspectral Image Classification Based on Two-Branch Multiscale Spatial Spectral Feature Fusion with Self-Attention Mechanisms.
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- Remote Sensing, 2024, v. 16, n. 11, p. 1888, doi. 10.3390/rs16111888
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Hyperspectral Image Classification Based on Adaptive Global–Local Feature Fusion.
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- Remote Sensing, 2024, v. 16, n. 11, p. 1918, doi. 10.3390/rs16111918
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HBNet: an integrated approach for resolving class imbalance and global local feature fusion for accurate breast cancer classification.
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- Neural Computing & Applications, 2024, v. 36, n. 15, p. 8455, doi. 10.1007/s00521-024-09541-0
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- Article
Machine learning model based on radiomics features for AO/OTA classification of pelvic fractures on pelvic radiographs.
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- PLoS ONE, 2024, v. 19, n. 5, p. 1, doi. 10.1371/journal.pone.0304350
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- Article
Exudate and drusen classification in retinal images using bagged colour vector angles and inter colour local binary patterns.
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- Multimedia Tools & Applications, 2024, v. 83, n. 17, p. 51809, doi. 10.1007/s11042-023-17169-w
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Towards Media Monitoring: Detecting Known and Emerging Topics through Multilingual and Crosslingual Text Classification.
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- Applied Sciences (2076-3417), 2024, v. 14, n. 10, p. 4320, doi. 10.3390/app14104320
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- Article
Detection of Inter-Turn Short Circuits in Induction Motors Using the Current Space Vector and Machine Learning Classifiers.
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- Energies (19961073), 2024, v. 17, n. 10, p. 2241, doi. 10.3390/en17102241
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Effect of Phase Shifting on Real-Time Detection and Classification of Power Quality Disturbances.
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- Energies (19961073), 2024, v. 17, n. 10, p. 2281, doi. 10.3390/en17102281
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Hierarchical Label Text Classification Method with Deep Label Assisted Classification Task.
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- Journal of Computer Engineering & Applications, 2024, v. 60, n. 10, p. 105, doi. 10.3778/j.issn.1002-8331.2302-0237
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Multiclass multilabel ophthalmological fundus image classification based on optimised deep feature space evolutionary model.
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- Multimedia Tools & Applications, 2024, v. 83, n. 16, p. 49813, doi. 10.1007/s11042-023-17530-z
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Human Activity Recognition Algorithm with Physiological and Inertial Signals Fusion: Photoplethysmography, Electrodermal Activity, and Accelerometry.
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- Sensors (14248220), 2024, v. 24, n. 10, p. 3005, doi. 10.3390/s24103005
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- Article
Decreased wrist rotation imitation abilities in children with autism spectrum disorder.
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- Frontiers in Psychiatry, 2024, p. 1, doi. 10.3389/fpsyt.2024.1349879
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Air Quality Class Prediction Using Machine Learning Methods Based on Monitoring Data and Secondary Modeling.
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- Atmosphere, 2024, v. 15, n. 5, p. 553, doi. 10.3390/atmos15050553
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Biped Gait Stability Classification Based on the Predicted Step Viability.
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- Biomimetics (2313-7673), 2024, v. 9, n. 5, p. 265, doi. 10.3390/biomimetics9050265
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- Article
Diabetes Prediction and Classification Using Self-adaptive Evolutionary Algorithm with Convolutional Neural Network.
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- International Journal of Intelligent Engineering & Systems, 2024, v. 17, n. 3, p. 460, doi. 10.22266/ijies2024.0630.36
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On the incompatibility of accuracy and equal opportunity.
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- Machine Learning, 2024, v. 113, n. 5, p. 2405, doi. 10.1007/s10994-023-06331-y
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Ensemble classification using balanced data to predict customer churn: a case study on the telecom industry.
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- Multimedia Tools & Applications, 2024, v. 83, n. 15, p. 44799, doi. 10.1007/s11042-023-17267-9
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Comparative study of machine learning algorithms for Kannada twitter sentimental analysis.
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- Multimedia Tools & Applications, 2024, v. 83, n. 15, p. 45693, doi. 10.1007/s11042-023-17333-2
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- Article
Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing.
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- Neural Computing & Applications, 2024, v. 36, n. 13, p. 6955, doi. 10.1007/s00521-024-09439-x
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- Article
Product Quality Anomaly Recognition and Diagnosis Based on DRSN-SVM-SHAP.
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- Symmetry (20738994), 2024, v. 16, n. 5, p. 532, doi. 10.3390/sym16050532
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- Article
Optimal PMU Placement for Fault Classification and Localization Using Enhanced Feature Selection in Machine Learning Algorithms.
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- International Journal of Energy Research, 2024, v. 2024, p. 1, doi. 10.1155/2024/5543160
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Event detection in football: Improving the reliability of match analysis.
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- PLoS ONE, 2024, v. 19, n. 4, p. 1, doi. 10.1371/journal.pone.0298107
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- Article
Emotion Modeling in Speech Signals: Discrete Wavelet Transform and Machine Learning Tools for Emotion Recognition System.
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- Applied Computational Intelligence & Soft Computing, 2024, v. 2024, p. 1, doi. 10.1155/2024/7184018
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AN AUTOMATED BREAST CANCER DETECTION BY HEURISTIC-BASED ENSEMBLE DEEP CLASSIFIER USING MAMMOGRAM AND TOMOSYNTHESIS IMAGES.
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- Biomedical Engineering: Applications, Basis & Communications, 2024, v. 36, n. 2, p. 1, doi. 10.4015/S1016237224500017
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