Articles with "stacking model" as a keyword



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Convergence in a disk stacking model on the cylinder

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Published in 2020 at "Physica D: Nonlinear Phenomena"

DOI: 10.1016/j.physd.2019.132278

Abstract: Abstract We study an iterative process modeling growth of phyllotactic patterns, wherein disks are added one by one on the surface of a cylinder, on top of an existing set of disks, as low as… read more here.

Keywords: disk stacking; stacking model; model cylinder; cylinder ... See more keywords

T1SEstacker: A Tri-Layer Stacking Model Effectively Predicts Bacterial Type 1 Secreted Proteins Based on C-Terminal Non-repeats-in-Toxin-Motif Sequence Features

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Published in 2022 at "Frontiers in Microbiology"

DOI: 10.3389/fmicb.2021.813094

Abstract: Type 1 secretion systems play important roles in pathogenicity of Gram-negative bacteria. However, the substrate secretion mechanism remains largely unknown. In this research, we observed the sequence features of repeats-in-toxin (RTX) proteins, a major class… read more here.

Keywords: type secreted; sequence features; sequence; stacking model ... See more keywords

Advancing arabic dialect detection with hybrid stacked transformer models

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Published in 2025 at "Frontiers in Human Neuroscience"

DOI: 10.3389/fnhum.2025.1498297

Abstract: The rapid expansion of dialectally unique Arabic material on social media and the internet highlights how important it is to categorize dialects accurately to maximize a variety of Natural Language Processing (NLP) applications. The improvement… read more here.

Keywords: stacking model; nlp applications; transformer models; performance ... See more keywords

Grading and Detecting of Organic Matter in Phaeozem Based on LSVM-Stacking Model Using Hyperspectral Reflectance Data

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Published in 2025 at "Agriculture"

DOI: 10.3390/agriculture15181979

Abstract: Phaeozem, which is recognized as one of the world’s most fertile soils, derives much of its productivity from soil organic matter (SOM). Because SOM strongly influences fertility, soil structure, and ecological functions, it is the… read more here.

Keywords: som; stacking model; lsvm stacking; hyperspectral reflectance ... See more keywords
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Error Analysis of Air-Core Coil Current Transformer Based on Stacking Model Fusion

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Published in 2021 at "Energies"

DOI: 10.3390/en14071912

Abstract: Air-core coil current transformer is a key piece of equipment in the digital substation development. However, it is more vulnerable to various faults when compared with the traditional electromagnetic current transformer. Aiming at understanding the… read more here.

Keywords: current transformer; air core; model; stacking model ... See more keywords

Exploration of Dual-Carbon Target Pathways Based on Machine Learning Stacking Model and Policy Simulation—A Case Study in Northeast China

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Published in 2025 at "Land"

DOI: 10.3390/land14040844

Abstract: Northeast China, a traditional heavy industrial base, faces significant carbon emissions challenges. This study analyzes the drivers of carbon emissions in 35 cities from 2000–2022, utilizing a machine-learning approach based on a stacking model. A… read more here.

Keywords: stacking model; carbon; northeast china; machine learning ... See more keywords

Advancing Construction 3D Printing with Predictive Interlayer Bonding Strength: A Stacking Model Paradigm

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Published in 2024 at "Materials"

DOI: 10.3390/ma17051033

Abstract: To enhance the quality stability of 3D printing concrete, this study introduces a novel machine learning (ML) model based on a stacking strategy for the first time. The model aims to predict the interlayer bonding… read more here.

Keywords: stacking model; model; interlayer bonding; bonding strength ... See more keywords