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Mixture of MLP-experts for trend forecasting of time series: A case study of the Tehran stock exchange

International journal of forecasting, 2011-07, Vol.27 (3), p.804-816

2011

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Mapping wetland using the object-based stacked generalization method based on multi-temporal optical and SAR data

International journal of applied earth observation and geoinformation, 2020-10, Vol.92, p.102164, Article 102164

2020

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Development of a stacked ensemble model for forecasting and analyzing daily average PM2.5 concentrations in Beijing, China

The Science of the total environment, 2018-09, Vol.635, p.644-658

2018

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Stacked generalization: an introduction to super learning

European journal of epidemiology, 2018-05, Vol.33 (5), p.459-464

2018

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Imputation of missing values in multi-view data

Information fusion, 2024-11, Vol.111, p.102524, Article 102524

2024

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A compound framework incorporating improved outlier detection and correction, VMD, weight-based stacked generalization with enhanced DESMA for multi-step short-term wind speed forecasting

Applied energy, 2023-10, Vol.348, p.121587, Article 121587

2023

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Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area

Atmospheric research, 2022-07, Vol.272, p.106159, Article 106159

2022

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Sea surface temperature prediction by stacked generalization ensemble of deep learning

Deep-sea research. Part I, Oceanographic research papers, 2024-07, Vol.209, p.104343, Article 104343

2024

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Deep Takagi-Sugeno-Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules

IEEE transactions on fuzzy systems, 2018-06, Vol.26 (3), p.1535-1549

2018

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Multi-population evolutionary neural architecture search with stacked generalization

Neurocomputing (Amsterdam), 2024-06, Vol.587, p.127664, Article 127664

2024

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Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data

IEEE transactions on fuzzy systems, 2017-10, Vol.25 (5), p.1207-1221

2017

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Multi-view stacking for activity recognition with sound and accelerometer data

Information fusion, 2018-03, Vol.40, p.45-56

2018

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A fully interpretable stacking fuzzy classifier with stochastic configuration-based learning for high-dimensional data

Information sciences, 2025-01, Vol.686, p.121359, Article 121359

2025

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A Neighborhood Undersampling Stacked Ensemble (NUS-SE) in imbalanced classification

Expert systems with applications, 2021-04, Vol.168, p.114246, Article 114246

2021

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Ensemble of 6 DoF Pose estimation from state-of-the-art deep methods

Neurocomputing (Amsterdam), 2023-07, Vol.541, p.126270, Article 126270

2023

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Deep stacked least square support matrix machine with adaptive multi-layer transfer for EEG classification

Biomedical signal processing and control, 2023-04, Vol.82, p.104579, Article 104579

2023

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DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android Malware Detection

IEEE transactions on cybernetics, 2019-02, Vol.49 (2), p.453-466

2019

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Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels

Information fusion, 2024-01, Vol.101, p.101977, Article 101977

2024

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An evolutionary stacked generalization model based on deep learning and improved grasshopper optimization algorithm for predicting the remaining useful life of PEMFC

Applied energy, 2023-01, Vol.330, p.120333, Article 120333

2023

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A web server for identifying circRNA-RBP variable-length binding sites based on stacked generalization ensemble deep learning network

Methods (San Diego, Calif.), 2022-09, Vol.205, p.179-190

2022

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Improving the prediction of petroleum reservoir characterization with a stacked generalization ensemble model of support vector machines

Applied soft computing, 2015-01, Vol.26, p.483-496

2015

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StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics

IEEE transactions on visualization and computer graphics, 2021-02, Vol.27 (2), p.1547-1557

2021

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基于剪枝堆栈泛化的离线数据驱动进化优化

自动化学报, 2023-06, Vol.49 (6), p.1306-1325

2023

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Learning deep representations via extreme learning machines

Neurocomputing (Amsterdam), 2015-02, Vol.149, p.308-315

2015

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A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information

IEEE transactions on fuzzy systems, 2020-07, Vol.28 (7), p.1369-1382

2020

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Mixture of MLP-experts for trend forecasting of time series: A case study of the Tehran stock exchange

Mapping wetland using the object-based stacked generalization method based on multi-temporal optical and SAR data

Development of a stacked ensemble model for forecasting and analyzing daily average PM2.5 concentrations in Beijing, China

Stacked generalization: an introduction to super learning

Imputation of missing values in multi-view data

A compound framework incorporating improved outlier detection and correction, VMD, weight-based stacked generalization with enhanced DESMA for multi-step short-term wind speed forecasting

Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area

Sea surface temperature prediction by stacked generalization ensemble of deep learning

Deep Takagi-Sugeno-Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules

Multi-population evolutionary neural architecture search with stacked generalization

Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data

Multi-view stacking for activity recognition with sound and accelerometer data

A fully interpretable stacking fuzzy classifier with stochastic configuration-based learning for high-dimensional data

A Neighborhood Undersampling Stacked Ensemble (NUS-SE) in imbalanced classification

Ensemble of 6 DoF Pose estimation from state-of-the-art deep methods

Deep stacked least square support matrix machine with adaptive multi-layer transfer for EEG classification

DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android Malware Detection

Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels

An evolutionary stacked generalization model based on deep learning and improved grasshopper optimization algorithm for predicting the remaining useful life of PEMFC

A web server for identifying circRNA-RBP variable-length binding sites based on stacked generalization ensemble deep learning network

Improving the prediction of petroleum reservoir characterization with a stacked generalization ensemble model of support vector machines

StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics

基于剪枝堆栈泛化的离线数据驱动进化优化

Learning deep representations via extreme learning machines

A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information

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