Výsledky vyhledávání - "LSTM encoder-decoder model"

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction Autor Li, Fa, Gui, Zhipeng, Zhang, Zhaoyu, Peng, Dehua, Tian, Siyu, Yuan, Kunxiaojia, Sun, Yunzeng, Wu, Huayi, Gong, Jianya, Lei, Yichen

“…•A hierarchical temporal attention based model is proposed to support short-term and long-term human mobility sequence prediction.•The proposed hierarchical…”
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Generating Potential RET-Specific Inhibitors Using a Novel LSTM Encoder–Decoder Model Autor Liu, Lu, Zhao, Xi, Huang, Xuri

“…The receptor tyrosine kinase RET (rearranged during transfection) plays a vital role in various cell signaling pathways and is a critical factor in the…”
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Development and implementation of real-time anomaly detection on tool wear based on stacked LSTM encoder-decoder model Autor Oshida, Taisuke, Murakoshi, Tomohiro, Zhou, Libo, Ojima, Hirotaka, Kaneko, Kazuki, Onuki, Teppei, Shimizu, Jun

“… In this study, we proposed a stacked LSTM encoder-decoder model for tool wear anomaly detection…”
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A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model Autor Ahmadzadeh, Ezat, Kim, Hyunil, Jeong, Ongee, Moon, Inkyu

“…Information security has become an intrinsic part of data communication. Cryptanalysis using deep learning-based methods to identify weaknesses in ciphers has…”
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Wind turbine frequent principal fault detection based on a self-attentive LSTM encoder-decoder model Autor JIANG, Na, LI, Ning

“…With the development of intelligent monitoring technology, internet information technology, and data storage technology, data-driven fault detection and…”
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Language Transliteration with LSTM Encoder-Decoder Model Autor Mittal, Pratham, Garg, Kartik

“…It's a fact that humans are social creatures and, in their life, they love to communicate their family and musketeers. Communication is a veritably necessary…”
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Vehicle Trajectory Prediction with Lane Stream Attention-Based LSTMs and Road Geometry Linearization Autor Yu, Dongyeon, Lee, Honggyu, Kim, Taehoon, Hwang, Sung-Ho

“… other. This paper presents a Long Short-Term Memory (LSTM) encoder–decoder model that utilizes an attention mechanism that focuses on certain information to predict vehicles’ trajectories…”
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Early detection of silent hypoxia in COVID-19 pneumonia using deep learning and IoT Autor Bandopadhaya, Shuvabrata, Roy, Amarjit

“…Unlike normal pneumonia, in COVID-19 pneumonia, the shortfall of oxygen occurs without any noticeable breathing difficulties leads to multiple organ failure…”
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A Pointer Generator Network Model to Automatic Text Summarization and Headline Generation Autor Agrawal, Anubha, Saraswat, Sakshi, Javed, Hira

“…In a world where information is growing rapidly every single day, we need tools to generate summary and headlines from text which is accurate as well as short…”
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An Experimental Study of LSTM Encoder-Decoder Model for Text Simplification Autor Wang, Tong, Chen, Ping, Amaral, Kevin, Jipeng Qiang

“…) Encoder-Decoder model for sentence level TS, which makes minimal assumptions about word sequence…”
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A Comparison of Transformer and LSTM Encoder Decoder Models for ASR Autor Zeyer, Albert, Bahar, Parnia, Irie, Kazuki, Schluter, Ralf, Ney, Hermann

“…We present competitive results using a Transformer encoder-decoder-attention model for end-to-end speech recognition needing less training time compared to a…”
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Prediction of maize growth stages based on deep learning Autor Yue, Yang, Li, Jin-Hai, Fan, Li-Feng, Zhang, Li-Li, Zhao, Peng-Fei, Zhou, Qiao, Wang, Nan, Wang, Zhong-Yi, Huang, Lan, Dong, Xue-Hui

“…•ConvLSTM encoder-decoder model can forecast daily weather factors correctly.•Hybrid model and data-driven model can predict maize growth stages.•Data-driven…”
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A hybrid approach for El Niño prediction based on Empirical Mode Decomposition and convolutional LSTM Encoder-Decoder Autor Wang, Si, Mu, Lin, Liu, Darong

“… The proposed approach combines the convolutional Long Short-Term Memory (LSTM) Encoder-Decoder model with the Empirical Mode Decomposition (EMD) technique…”
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Artificial intelligence-based forecasting model for incinerator in sulfur recovery units to predict SO2 emissions Autor Thameem, Muhammed, Raj, Abhijeet, Berrouk, Abdallah, Jaoude, Maguy A., AlHammadi, Ali A.

“…Pollutant emissions from chemical plants are a major concern in the context of environmental safety. A reliable emission forecasting model can provide…”
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Towards the digitalization of water treatment facilities: A case study on machine learning-enabled digital twins Autor Ma, Zeyu, Zhu, Yunyi, Chen, Chunsheng, Li, Ting, Li, Yanan, Li, Xiaoding, Wang, Yuan, Waite, T. David, Guan, Jing

“…) encoder-decoder model achieved accurate forecasting of MBR membrane fouling (MAPE < 6.45 %, R2 > 0.87), enabling operators to proactively…”
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Using An Attention-Based LSTM Encoder-Decoder Network for Near Real-Time Disturbance Detection Autor Yuan, Yuan, Lin, Lei, Huo, Lian-Zhi, Kong, Yun-Long, Zhou, Zeng-Guang, Wu, Bin, Jia, Yan

“…) encoder-decoder model in which the historical time series of a pixel is encoded with a bidirectional LSTM encoder while the future time series is produced by another LSTM decoder…”
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Sentic Computing for Aspect-Based Opinion Summarization Using Multi-Head Attention with Feature Pooled Pointer Generator Network Autor Kumar, Akshi, Seth, Simran, Gupta, Shivam, Maini, Shivam

“…Neural sequence to sequence models have achieved superlative performance in summarizing text. But they tend to generate generic summaries that under-represent…”
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Temperature forecasting for single-phase immersion cooling system based on machine learning Autor Pratheek, S, Ashwin, R S, Balaji, C

“… The results show that the attention-based LSTM encoder-decoder model…”
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Analyzing Sequences of Airspace States to Detect Anomalous Traffic Conditions Autor Habler, Edan, Shabtai, Asaf

“…The ADS-B system serves as a replacement for the current radar-based air traffic control systems. Although much effort and resources have been invested in…”
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Deep learning models for forecasting sour gas generation in a petroleum refinery Autor Dharmalingam, Balakrishnan, Arul Jesu, Gnanaprakasam, Marimuthu, Thirumarimurugan

“…Sour water stripping is a critical process in petroleum refineries, essential for the safe handling and disposal of wastewater that contains hazardous…”
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