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   Articles with "parallel network" as a keyword



Optimized LSTM-BiTCN parallel network model for anomalous sound detection in rotating machinery

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recommendations! Published in 2025 at "Measurement Science and Technology"

DOI: 10.1088/1361-6501/adc1f7

Abstract: In small sample scenarios where rotating machinery signals are heavily obscured by noise, complicating feature extraction and reducing model learn efficiency, this paper proposes an optimized LSTM-BiTCN parallel network for anomalous sound detection of rotating… read more here.

Keywords: parallel network; model; rotating machinery; network model ... See more keywords

Cross-Level Parallel Network for Crowd Counting

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recommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2019.2935244

Abstract: Automated people counting in crowd scenes is challenging due to large variations in scale, density, and background clutter. To tackle them, we propose a novel cross-level parallel network (CLPNet) by extracting multiple low-level features from… read more here.

Keywords: level parallel; parallel network; level; crowd counting ... See more keywords

Parallel Network-Based Sliding Mode Tracking Control for Robotic Manipulators with Uncertain Dynamics

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recommendations! Published in 2023 at "Actuators"

DOI: 10.3390/act12050187

Abstract: Robot dynamics model uncertainty and unpredictable external perturbations are important factors that influence control accuracy and stability. To accurately compensate for the dynamics model in sliding mode control (SMC), a new parallel network (PCR) is… read more here.

Keywords: network; network based; sliding mode; parallel network ... See more keywords

DAPNet: A Dual-Attention Parallel Network for the Prediction of Ship Fuel Consumption Based on Multi-Source Data

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recommendations! Published in 2024 at "Journal of Marine Science and Engineering"

DOI: 10.3390/jmse12111945

Abstract: The precise prediction of ship fuel consumption (SFC) not only serves to enhance energy efficiency to benefit shipping enterprises but also to provide quantitative foundations to aid in carbon emission reduction and ecological environment protection.… read more here.

Keywords: prediction; attention; parallel network; source ... See more keywords

LAPREL: A Label-Aware Parallel Network for Relation Extraction

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recommendations! Published in 2021 at "Symmetry"

DOI: 10.3390/sym13060961

Abstract: Relation extraction is a crucial task in natural language processing (NLP) that aims to extract all relational triples from a given sentence. Extracting overlapping relational triples from complex texts is challenging and has received extensive… read more here.

Keywords: parallel network; relation extraction; relation; sentence ... See more keywords