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   Articles with "type classification" as a keyword



Fine-grained entity type classification with adaptive context

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recommendations! Published in 2018 at "Soft Computing"

DOI: 10.1007/s00500-017-2963-2

Abstract: Natural language processing (NLP) is the technology that enables machine to process human language. Entity recognition is one of the most basic tasks in NLP. It aims to identify and classify the name of each… read more here.

Keywords: entity type; fine grained; entity; type classification ... See more keywords

Neuronal cell-type classification: challenges, opportunities and the path forward

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recommendations! Published in 2017 at "Nature Reviews Neuroscience"

DOI: 10.1038/nrn.2017.85

Abstract: Neurons have diverse molecular, morphological, connectional and functional properties. We believe that the only realistic way to manage this complexity — and thereby pave the way for understanding the structure, function and development of brain… read more here.

Keywords: classification; neuronal cell; type classification; cell ... See more keywords
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Neuron type classification in rat brain based on integrative convolutional and tree-based recurrent neural networks

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recommendations! Published in 2021 at "Scientific Reports"

DOI: 10.1038/s41598-021-86780-4

Abstract: The study of cellular complexity in the nervous system based on anatomy has shown more practical and objective advantages in morphology than other perspectives on molecular, physiological, and evolutionary aspects. However, morphology-based neuron type classification… read more here.

Keywords: classification; neuron type; tree; type classification ... See more keywords

The concept of ‘color’ topological type: classification and modeling of intermetallic compounds

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recommendations! Published in 2025 at "CrystEngComm"

DOI: 10.1039/d5ce00590f

Abstract: In this paper, we have extended the topological representation of crystal structures by introducing the concept of ‘color’topological type. In contrast to ‘grey’ topology, which disregards differences in the chemical... read more here.

Keywords: topological type; type classification; color topological; concept color ... See more keywords
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Annual seasonality in Sentinel-1 signal for forest mapping and forest type classification

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recommendations! Published in 2018 at "International Journal of Remote Sensing"

DOI: 10.1080/01431161.2018.1479788

Abstract: ABSTRACT The Sentinel-1 satellites provide the formerly unprecedented combination of high spatial and temporal resolution of dual polarization synthetic aperture radar data. The availability of dense time series enables the derivation and analysis of temporally… read more here.

Keywords: classification; non forest; forest type; annual seasonality ... See more keywords

scPretrain: multi-task self-supervised learning for cell-type classification

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recommendations! Published in 2022 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btac007

Abstract: MOTIVATION Rapidly generated scRNA-seq datasets enable us to understand cellular differences and the function of each individual cell at single-cell resolution. Cell type classification, which aims at characterizing and labeling groups of cells according to… read more here.

Keywords: type classification; cell; step; supervised learning ... See more keywords

Building Type Classification Using CNN-Transformer Cross-Encoder Adaptive Learning From Very High Resolution Satellite Images

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recommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2024.3501678

Abstract: Building type information indicates the functional properties of buildings and plays a crucial role in smart city development and urban socioeconomic activities. Existing methods for classifying building types often face challenges in accurately distinguishing buildings… read more here.

Keywords: building; type classification; cross; building type ... See more keywords

Hierarchical Fusion Transformer for Multimodal Ground-Based Cloud Type Classification

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recommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2025.3614756

Abstract: Existing methods for multimodal ground-based cloud type classification are dominated by convolutional neural networks, and it fails to capture long-range dependencies. In this article, we propose a novel Transformer-based architecture named hierarchical fusion transformer (HFT)… read more here.

Keywords: type classification; ground based; multimodal ground; cloud type ... See more keywords

Cloud-Type Classification Using Multimodal Integration Transformer Based on Cloud Images and Millimeter-Wave Cloud Radar Observations

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recommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2025.3610386

Abstract: The existing methods fail to simultaneously utilize the appearance information and the internal structure of clouds for cloud-type classification, resulting in incomplete cloud representation. In this article, we exploit cloud images and millimeter-wave cloud radar… read more here.

Keywords: type classification; images millimeter; transformer; cloud images ... See more keywords

Ensemble Learning for Multi-Type Classification in Heterogeneous Networks

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recommendations! Published in 2018 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2018.2822307

Abstract: Heterogeneous networks are networks consisting of different types of objects and links. They can be found in several fields, ranging from the Internet to social sciences, biology, epidemiology, geography, finance, and many others. In the… read more here.

Keywords: heterogeneous networks; classification; network; multi type ... See more keywords
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Semisupervised PCA Convolutional Network for Vehicle Type Classification

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recommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"

DOI: 10.1109/tvt.2020.3000306

Abstract: In the vehicle type classification area, the necessity to improve classification performance across traffic surveillance cameras has garnered attention in research especially on high level feature extraction and classification. The backpropagation (BP) training approach of… read more here.

Keywords: classification; network; vehicle; vehicle type ... See more keywords