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   Articles with "deep semantic" as a keyword



DeepText2GO: Improving large-scale protein function prediction with deep semantic text representation.

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recommendations! Published in 2018 at "Methods"

DOI: 10.1016/j.ymeth.2018.05.026

Abstract: As of April 2018, UniProtKB has collected more than 115 million protein sequences. Less than 0.15% of these proteins, however, have been associated with experimental GO annotations. As such, the use of automatic protein function… read more here.

Keywords: protein; deep semantic; protein function; function prediction ... See more keywords

Crop classification for UAV visible imagery using deep semantic segmentation methods

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recommendations! Published in 2022 at "Geocarto International"

DOI: 10.1080/10106049.2022.2032387

Abstract: Abstract Unmanned aerial vehicle (UAV) has become a mainstream data collection platform in precision agriculture. For more accessible UAV–visible imagery, the high spatial resolution brings the rich geometric texture features triggered large differences in same… read more here.

Keywords: crop; uav visible; crop classification; visible imagery ... See more keywords

Attenuation of deep semantic processing during mind wandering: an event-related potential study

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recommendations! Published in 2018 at "NeuroReport"

DOI: 10.1097/wnr.0000000000000978

Abstract: Although much research shows that early sensory and attentional processing is affected by mind wandering, the effect of mind wandering on deep (i.e. semantic) processing is relatively unexplored. To investigate this relation, we recorded event-related… read more here.

Keywords: deep semantic; processing; mind wandering; event related ... See more keywords

RSImageNet: A Universal Deep Semantic Segmentation Lifecycle for Remote Sensing Images

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2986514

Abstract: In real applications, there is a lack of labeled data to train a proper deep neural network (DNN) model for map generation of remote sensing images. The aim of newly acquired data in spaceborne or… read more here.

Keywords: remote sensing; universal deep; semantic segmentation; deep semantic ... See more keywords

Deep2s: Improving Aspect Extraction in Opinion Mining With Deep Semantic Representation

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2999673

Abstract: Syntactical rule based approaches for aspect extraction, which are free from expensive manual annotation, are promising in practice. These approaches extract aspects mainly through the dependency relations in the surface sentence structures. However, deep and… read more here.

Keywords: aspect extraction; semantic representation; extraction opinion; deep semantic ... See more keywords

Aerial Fluvial Image Dataset for Deep Semantic Segmentation Neural Networks and Its Benchmarks

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recommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2023.3275068

Abstract: Classification of aerial imagery is essential for water channel surveillance and waterfront land cover characterization. It is also beneficial to long-duration collaborative autonomous navigation of both unmanned aerial vehicles (UAVs) and autonomous surface vehicles (ASVs)… read more here.

Keywords: aerial fluvial; water; segmentation; deep semantic ... See more keywords

Beyond Shannon Capacity: Deep Semantic Communication for Enhanced Performance in Impulsive Noise Environments

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recommendations! Published in 2025 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2024.3490856

Abstract: Deep Semantic Communication (DSC) has emerged as a promising paradigm within the rapidly evolving landscape of digital communication. However, its potential in impulsive noise environments—a significant challenge to transmission reliability—has never been explored before. This… read more here.

Keywords: semantic communication; noise environments; impulsive noise; deep semantic ... See more keywords

Uncertainty Estimation of Automatic Software Debugging in Open-Source Projects Hosting Platform

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recommendations! Published in 2025 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2024.3524511

Abstract: Fault localization and automatic repair of programs are critical tasks in software debugging. A proficient fault localization and automatic repair system can help developers promptly identify and resolve potential issues in various programs, thereby enhancing… read more here.

Keywords: repair; deep semantic; localization; software debugging ... See more keywords

DeepSIM: Deep Semantic Information-Based Automatic Mandelbug Classification

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recommendations! Published in 2021 at "IEEE Transactions on Reliability"

DOI: 10.1109/tr.2021.3110096

Abstract: Understanding and predicting types of bugs are of practical importance for developers to improve the testing efficiency and take appropriate steps to address bugs in software releases. However, due to the complex conditions under which… read more here.

Keywords: classification; deep semantic; semantic information; mandelbug classification ... See more keywords

DeepWSC: Clustering Web Services via Integrating Service Composability into Deep Semantic Features

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recommendations! Published in 2020 at "IEEE Transactions on Services Computing"

DOI: 10.1109/tsc.2020.3026188

Abstract: With an growing number of web services available on the Internet, an increasing burden is imposed on the use and management of service repository. Service clustering has been employed to facilitate a wide range of… read more here.

Keywords: deep semantic; web services; semantic features; service clustering ... See more keywords

Identification of Transportation Barriers in Patient Portal Messages via Deep Semantic Embeddings and Clustering

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recommendations! Published in 2022 at "Studies in health technology and informatics"

DOI: 10.3233/shti220188

Abstract: Patient portals have been widely used by patients to enable timely communications with their providers via secure messaging for various issues including transportation barriers. The large volume of portal messages offers an invaluable opportunity for… read more here.

Keywords: deep semantic; patient portal; transportation issues; portal messages ... See more keywords