Results 41 to 50 of about 156,045 (186)

An intelligent operation ticket check method of power grid dispatch based on semantic analysis

Zhejiang dianli, 2022
For automatic and intelligent check of operation ticket for power grid scheduling， a scheduling operation ticket checking and analysis method based on bidirectional GRU （gated recurrent unit） neural networks and multiple verification rules is proposed ...
ZHENG Junxiang, LI Huile, HUANG Datie, SUN Jingliao, LU Yan   +4 more
doaj   +1 more source

Spatial-Temporal Analysis of Earthquakes in Indonesia with Deep Learning Models: Performance Evaluation of CNN, LSTM, and Hybrid CNN-GRU

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Indonesia, located along the Pacific Ring of Fire, experiences high seismic activity with over 6,000 earthquakes annually. Accurate earthquake prediction remains a major challenge because of the complexity of geological dynamics and limitations of ...
Susandri Susandri, Fajrizal Fajrizal, Feldiansyah Bakri Nasution   +2 more
doaj   +1 more source

Bayonet-corpus: a trajectory prediction method based on bayonet context and bidirectional GRU

Digital Communications and Networks, 2021
Predicting travel trajectory of vehicles can not only provide personalized services to users, but also have a certain effect on traffic guidance and traffic control.
Mengyang Huang, Menggang Zhu, Yunpeng Xiao, Yanbing Liu   +3 more
doaj   +1 more source

Comparative performance analysis of LSTM, GRU, and bidirectional neural networks for political ideology classification [PDF]

Political ideology classification is crucial for understanding social polarization, monitoring democratic processes, and identifying bias on online platforms. This study compares the performance of long short-term memory (LSTM), gated recurrent unit (GRU)
Permadi, Ipung, Iqbal, Iqbal, Afuan, Lasmedi, Hidayat, Nurul, Bintang Pradana Yosua, Panky, Suprihanto, Didit, Alfarez Marchelian, Reyno   +6 more
core   +1 more source

Inter-Personal Relation Extraction Model Based on Bidirectional GRU and Attention Mechanism [PDF]

, 2019
Inter-Personal Relationship Extraction is an important part of knowledge extraction and is also the fundamental work of constructing the knowledge graph of people's relationships.
Li, Gangmin, Dai, Zhenjin, Gangmin Li, Wang, Xutao, Zhenjin Dai, Ni, Pin, Yuming Li, Pin Ni, Xutao Wang, Li, Yuming   +9 more
core   +1 more source

GRU-MMatten-LGB prediction results.

, 2023
GRU-MMatten-LGB prediction results.
Shaokun Liang (14439551), Anna Huang (5353097), Tao Deng (158002), Ningxian Liu (14439554), Xuchu Jiang (14439557)   +4 more
core   +1 more source

Automated detection and recognition system for chewable food items using advanced deep learning models

Scientific Reports
Identifying and recognizing the food on the basis of its eating sounds is a challenging task, as it plays an important role in avoiding allergic foods, providing dietary preferences to people who are restricted to a particular diet, showcasing its ...
Yogesh Kumar, Apeksha Koul, Kamini, Marcin Woźniak, Jana Shafi, Muhammad Fazal Ijaz   +5 more
doaj   +1 more source

Sentiment Analysis Using Multi-Head Attention Capsules With Multi-Channel CNN and Bidirectional GRU

IEEE Access, 2021
Existing text sentiment analysis methods mostly rely on a large number of language knowledge and sentiment resources. This paper proposes the Multi-channel convolution and bidirectional GRU multi-head attention capsule (AT-MC-BiGRU-Capsule), which uses ...
Yan Cheng, Huan Sun, Haomai Chen, Meng Li, Yingying Cai, Zhuang Cai, Jing Huang   +6 more
doaj   +1 more source

AN AIR QUALITY FORECASTING MODEL BASED ON BIDIRECTIONAL GRU AND LSTM

International Research Journal of Computer Science, 2021
With the urban and industrial growth, many evolving countries suffer from excessive air pollution. The growing concern about air pollution has been raised by the government and people because it affects individual’s health and sustainable development globally.
Veena Aneja, Rajeev Kumar Singh
openaire   +1 more source

Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches

Journal of Big Data, 2022
As a new type of currency introduced in the new millennium, cryptocurrency has established its ecosystems and attracts many people to use and invest in it.
Seng Hansun, Arya Wicaksana, Abdul Q. M. Khaliq   +2 more
doaj   +1 more source