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Evolving Non-Linear Stacking Ensembles for Prediction of Go Player Attributes
The paper presents an application of non-linear stacking ensembles for prediction of Go player attributes. An evolutionary algorithm is used to form a diverse ensemble of base learners, which are then aggregated by a st...
IN - Informatika
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Antenna contactless partial discharges detection in covered conductors using ensemble stacking neural networks
algorithms for this problem and the application of heterogeneous stacking ensembles using. The algorithm we propose is based on a stacking ensemble with a novel combination of base detection method and also introd...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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Mapping changes of grassland to arable land using automatic machine learning of stacked ensembles and H2O library
stacked ensembles for mapping changes from grasslands to arable lands. All results the ROC curve (0.94-0.98). Stacked ensembles appear to be the most accurate machine......
Physical geography
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Hybrid soft computing methods for prediction of oil prices
This paper aims to provide combination of multiple prediction models using different strategies including ensemble selection, voting, stacking and multi-schemes to design a model capable of predicting oil prices accurately. Daily da...
IN - Informatika
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The Best of Two Worlds: Using Stacked Generalisation for Integrating Expert Range Maps in Species Distribution Models
expert range maps in SDMs based on an ensemble method called stacked generalisation facilitating the use of algorithm ensembles. In addition, it provides a novel, data-driven distributions, while our work highlights the ov...
Zoology
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Ensemble Nonlinear Support Vector Machine Approach for Predicting Chronic Kidney Diseases
is formulated using ensemble nonlinear support vector machines and random forests. Thus work creates nonlinear combinations of kernel activations in prototype examples. Furthermore, different descriptors are combined in an...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Hybrid Levenberg–Marquardt and Weak-Constraint Ensemble Kalman Smoother Method
The ensemble Kalman smoother (EnKS) is used as a linear least-squares solver in the Gauss-Newton method for the large nonlinear least-squares system in incremental 4DVAR. The ensemble approach is naturally parallel over the...
IN - Informatika
- 2016 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme
-gram stacked encoder integrated in an ensemble machine learning scheme outperforms developed research involving ensemble deep learning techniques to reach a better that do the same. First, feature extraction is performed t...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
A blending ensemble learning model for crude oil price forecasting
of crude oil. Specifically, a forecasting model is developed using blended ensemble are used to validate the proposed blending ensemble learning approach. To show individual and ensemble learning methods used for predictin...
Finance
- 2025 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Robust Radio Frequency Fingerprinting with Signal Denoising and Stacked Multivariate Ensemble Learning for Secure Wireless Communications
-Golay Filtering (SGF) with Stacked Multivariate Ensemble Learning (SMvEL...
Telecommunications
- 2025 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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