Works matching DE "RANDOM forest algorithms"
Results: 5000
Predicting suicide attempt or suicide death following a visit to psychiatric specialty care: A machine learning study using Swedish national registry data.
- Published in:
- 2020
- By:
- Publication type:
- journal article
Is Infidelity Predictable? Using Explainable Machine Learning to Identify the Most Important Predictors of Infidelity.
- Published in:
- Journal of Sex Research, 2022, v. 59, n. 2, p. 224, doi. 10.1080/00224499.2021.1967846
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- Publication type:
- Article
Application of the random forest algorithm to predict the corrosion losses of carbon steel over the first year of exposure in various regions of the world.
- Published in:
- Corrosion Engineering, Science & Technology, 2023, v. 58, n. 3, p. 205, doi. 10.1080/1478422X.2022.2161336
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- Publication type:
- Article
A hybrid CNN with transfer learning for skin cancer disease detection.
- Published in:
- Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3057, doi. 10.1007/s11517-024-03115-x
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- Publication type:
- Article
Uncertain prediction of deformable image registration on lung CT using multi-category features and supervised learning.
- Published in:
- Medical & Biological Engineering & Computing, 2024, v. 62, n. 9, p. 2669, doi. 10.1007/s11517-024-03092-1
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- Publication type:
- Article
Explicate molecular landscape of combined pulmonary fibrosis and emphysema through explainable artificial intelligence: a comprehensive analysis of ILD and COPD interactions using RNA from whole lung homogenates.
- Published in:
- Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2557, doi. 10.1007/s11517-024-03099-8
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- Publication type:
- Article
Imagined speech classification exploiting EEG power spectrum features.
- Published in:
- Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2529, doi. 10.1007/s11517-024-03083-2
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- Publication type:
- Article
Evaluating sleep-stage classification: how age and early-late sleep affects classification performance.
- Published in:
- Medical & Biological Engineering & Computing, 2024, v. 62, n. 2, p. 343, doi. 10.1007/s11517-023-02943-7
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- Publication type:
- Article
Ensemble classifier fostered detection of arrhythmia using ECG data.
- Published in:
- Medical & Biological Engineering & Computing, 2023, v. 61, n. 9, p. 2453, doi. 10.1007/s11517-023-02839-6
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- Publication type:
- Article
Characterization of noise in long-term ECG monitoring with machine learning based on clinical criteria.
- Published in:
- Medical & Biological Engineering & Computing, 2023, v. 61, n. 9, p. 2227, doi. 10.1007/s11517-023-02802-5
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- Publication type:
- Article
Recognize enhanced temporal-spatial-spectral features with a parallel multi-branch CNN and GRU.
- Published in:
- Medical & Biological Engineering & Computing, 2023, v. 61, n. 8, p. 2013, doi. 10.1007/s11517-023-02857-4
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- Publication type:
- Article
CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy.
- Published in:
- Medical & Biological Engineering & Computing, 2023, v. 61, n. 6, p. 1409, doi. 10.1007/s11517-022-02757-z
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- Publication type:
- Article
Multiclass tumor identification using combined texture and statistical features.
- Published in:
- 2023
- By:
- Publication type:
- journal article
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques.
- Published in:
- Medical & Biological Engineering & Computing, 2022, v. 60, n. 3, p. 683, doi. 10.1007/s11517-021-02466-z
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- Publication type:
- Article
Identifying risk factors of intracerebral hemorrhage stability using explainable attention model.
- Published in:
- Medical & Biological Engineering & Computing, 2022, v. 60, n. 2, p. 337, doi. 10.1007/s11517-021-02459-y
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- Publication type:
- Article
Iterative principal component analysis method for improvised classification of breast cancer disease using blood sample analysis.
- Published in:
- Medical & Biological Engineering & Computing, 2021, v. 59, n. 10, p. 1973, doi. 10.1007/s11517-021-02405-y
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- Publication type:
- Article
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features.
- Published in:
- 2021
- By:
- Publication type:
- journal article
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements.
- Published in:
- Medical & Biological Engineering & Computing, 2020, v. 58, n. 11, p. 2775, doi. 10.1007/s11517-020-02260-3
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- Publication type:
- Article
Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation.
- Published in:
- Medical & Biological Engineering & Computing, 2020, v. 58, n. 11, p. 2699, doi. 10.1007/s11517-020-02253-2
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- Publication type:
- Article
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea.
- Published in:
- 2020
- By:
- Publication type:
- journal article
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population.
- Published in:
- 2020
- By:
- Publication type:
- journal article
Ensemble learning algorithm based on multi-parameters for sleep staging.
- Published in:
- 2019
- By:
- Publication type:
- journal article
Automated detection of vulnerable plaque in intravascular ultrasound images.
- Published in:
- 2019
- By:
- Publication type:
- journal article
A Random Forest classifier-based approach in the detection of abnormalities in the retina.
- Published in:
- 2019
- By:
- Publication type:
- journal article
Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain.
- Published in:
- 2017
- By:
- Publication type:
- journal article
Mental Health Monitoring and Detection Based on Machine Learning and IoT Data.
- Published in:
- International Journal of Information Technology & Decision Making, 2024, v. 23, n. 4, p. 1449, doi. 10.1142/S0219622022500973
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- Publication type:
- Article
An Ensemble Model for Stance Detection in Social Media Texts.
- Published in:
- International Journal of Information Technology & Decision Making, 2023, v. 22, n. 2, p. 737, doi. 10.1142/S0219622022500481
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- Publication type:
- Article
A Deep Learning-Based Decision Support System for Mobile Performance Marketing.
- Published in:
- International Journal of Information Technology & Decision Making, 2023, v. 22, n. 2, p. 679, doi. 10.1142/S021962202250047X
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- Publication type:
- Article
A Hybrid Data-Driven Approach for Forecasting the Characteristics of Production Disruptions and Interruptions.
- Published in:
- International Journal of Information Technology & Decision Making, 2022, v. 21, n. 4, p. 1127, doi. 10.1142/S0219622022500171
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- Publication type:
- Article
A New Adaptive Weighted Deep Forest and Its Modifications.
- Published in:
- International Journal of Information Technology & Decision Making, 2020, v. 19, n. 04, p. 963, doi. 10.1142/S0219622020500236
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- Publication type:
- Article
Rule Extraction from Decision Trees Ensembles: New Algorithms Based on Heuristic Search and Sparse Group Lasso Methods.
- Published in:
- International Journal of Information Technology & Decision Making, 2017, v. 16, n. 6, p. 1707, doi. 10.1142/S0219622017500055
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- Publication type:
- Article
Machine Learning Assisted Analysis, Prediction, and Fabrication of High‐Efficiency CZTSSe Thin Film Solar Cells.
- Published in:
- Advanced Functional Materials, 2023, v. 33, n. 41, p. 1, doi. 10.1002/adfm.202303459
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- Publication type:
- Article
Machine Learning: Experiment‐Oriented Machine Learning of Polymer:Non‐Fullerene Organic Solar Cells (Adv. Funct. Mater. 23/2021).
- Published in:
- Advanced Functional Materials, 2021, v. 31, n. 23, p. 1, doi. 10.1002/adfm.202170168
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- Publication type:
- Article
Experiment‐Oriented Machine Learning of Polymer:Non‐Fullerene Organic Solar Cells.
- Published in:
- Advanced Functional Materials, 2021, v. 31, n. 23, p. 1, doi. 10.1002/adfm.202011168
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- Publication type:
- Article
Environmental and anthropogenic determinants of the spread of alien plant species: insights from South Africa’s quaternary catchments.
- Published in:
- Plant Ecology, 2018, v. 219, n. 3, p. 277, doi. 10.1007/s11258-018-0795-5
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- Publication type:
- Article
Application of artificial neural network and machine learning algorithms for modeling the in vitro regeneration of chickpea (Cicer arietinum L.).
- Published in:
- Plant Cell, Tissue & Organ Culture, 2022, v. 150, n. 1, p. 141, doi. 10.1007/s11240-022-02255-y
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- Publication type:
- Article
On PAC-Bayesian bounds for random forests.
- Published in:
- Machine Learning, 2019, v. 108, n. 8/9, p. 1503, doi. 10.1007/s10994-019-05803-4
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- Publication type:
- Article
Efficient Venn predictors using random forests.
- Published in:
- Machine Learning, 2019, v. 108, n. 3, p. 535, doi. 10.1007/s10994-018-5753-x
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- Publication type:
- Article
Ensembles for multi-target regression with random output selections.
- Published in:
- Machine Learning, 2018, v. 107, n. 11, p. 1673, doi. 10.1007/s10994-018-5744-y
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- Publication type:
- Article
Adaptive random forests for evolving data stream classification.
- Published in:
- Machine Learning, 2017, v. 106, n. 9-10, p. 1469, doi. 10.1007/s10994-017-5642-8
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- Publication type:
- Article
Learning to identify relevant studies for systematic reviews using random forest and external information.
- Published in:
- Machine Learning, 2016, v. 102, n. 3, p. 465, doi. 10.1007/s10994-015-5535-7
- By:
- Publication type:
- Article
Two-level quantile regression forests for bias correction in range prediction.
- Published in:
- Machine Learning, 2015, v. 101, n. 1-3, p. 325, doi. 10.1007/s10994-014-5452-1
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- Publication type:
- Article
The effect of splitting on random forests.
- Published in:
- Machine Learning, 2015, v. 99, n. 1, p. 75, doi. 10.1007/s10994-014-5451-2
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- Publication type:
- Article
Regression conformal prediction with random forests.
- Published in:
- Machine Learning, 2014, v. 97, n. 1-2, p. 155, doi. 10.1007/s10994-014-5453-0
- By:
- Publication type:
- Article
Unsupervised feature selection with ensemble learning.
- Published in:
- Machine Learning, 2015, v. 98, n. 1-2, p. 157, doi. 10.1007/s10994-013-5337-8
- By:
- Publication type:
- Article
Smart process mapping of powder bed fusion additively manufactured metallic wicks using surrogate modeling.
- Published in:
- Journal of Intelligent Manufacturing, 2025, v. 36, n. 3, p. 1819, doi. 10.1007/s10845-024-02330-5
- By:
- Publication type:
- Article
A novel surface temperature sensor and random forest-based welding quality prediction model.
- Published in:
- Journal of Intelligent Manufacturing, 2024, v. 35, n. 7, p. 3291, doi. 10.1007/s10845-023-02203-3
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- Publication type:
- Article
A novel technique for multiple failure modes classification based on deep forest algorithm.
- Published in:
- Journal of Intelligent Manufacturing, 2024, v. 35, n. 7, p. 3115, doi. 10.1007/s10845-023-02185-2
- By:
- Publication type:
- Article
Predicting the number of printed cells during inkjet-based bioprinting process based on droplet velocity profile using machine learning approaches.
- Published in:
- Journal of Intelligent Manufacturing, 2024, v. 35, n. 5, p. 2349, doi. 10.1007/s10845-023-02167-4
- By:
- Publication type:
- Article
Robust modeling method for thermal error of CNC machine tools based on random forest algorithm.
- Published in:
- Journal of Intelligent Manufacturing, 2023, v. 34, n. 4, p. 2013, doi. 10.1007/s10845-021-01894-w
- By:
- Publication type:
- Article