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The LSTM and Bidirectional GRU Comparison for Text Classification
2023Although the phrases machine learning and AI are frequently used interchangeably and are frequently discussed together, they do not have the same meanings. While all artificial intelligence (AI) is machine learning, not all AI is machine learning, which is a key distinction.
Asrawi, Hannan, Utami, Ema, Yaqin, Ainul
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Accurate Heart Beat Detection with Doppler Radar using Bidirectional GRU Network
2023 IEEE Radio and Wireless Symposium (RWS), 2023Heart rate is one of the most critical and important vital signs in healthcare. While electrocardiography (ECG) is gold-standard procedure for heart rate monitoring, contactless monitoring is preferred in many applications like long-term monitoring. Radar systems enable contactless sensing by measuring small movements on the chest induced by the heart ...
Hui Lu +5 more
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Bidirectional-GRU Based on Attention Mechanism for Aspect-level Sentiment Analysis
Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019Aspect-level sentiment analysis is a fine-grained natural language processing task. For traditional deep learning models, they cannot accurately construct the aspect-level sentiment features. Such as, for the sentence of "the movie is very funny, but the seats in the theater is uncomfortable." For the movie, the polarity is positive, but it is negative
Penghua Zhai, Dingyi Zhang
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Opinion Expression Detection via Deep Bidirectional C-GRUs
2017 28th International Workshop on Database and Expert Systems Applications (DEXA), 2017The ability to accurately detect opinion expression in a document is an essential and fundamental task in opinion mining. In this work, we consider opinion expression detection as a sequence labeling task. We describe deep neural network frameworks that consist of convolutional neural networks (CNNs) and bidirectional gated units (Bi-GRUs).
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Vessel trajectory prediction based on AIS data and bidirectional GRU
2020 International Conference on Computer Vision, Image and Deep Learning (CVIDL), 2020The prediction of vessel berthing trajectory can provide reference for the supervision of vessel traffic services, and has high application value in the early warning of vessel collision, grounding and other accidents. Aiming at the problem that it is difficult to predict the movement trend of vessels in the crowded port water, this paper establishes a
Chang Wang, Hongxiang Ren, Haijiang Li
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Well Logging Reconstruction Based on Bidirectional GRU
Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics, 2022Ji Chang +4 more
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An Abnormal Traffic Detection Based on Attention-Guided Bidirectional GRU
2022 IEEE 22nd International Conference on Communication Technology (ICCT), 2022Hao Li 0027 +5 more
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Life Prediction of Rolling Bearing Based on Bidirectional GRU
2023Zhongxin Gong +7 more
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CBi-GRU: Post-route timing path analysis method based on combined bidirectional GRU
2023 8th International Conference on Integrated Circuits and Microsystems (ICICM), 2023Bin Wang +3 more
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An attention-based bidirectional GRU network for temporal action proposals generation
The Journal of Supercomputing, 2022Xiaoxin Liao +3 more
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