Cargando…

TD-LSTM: Temporal Dependence-Based LSTM Networks for Marine Temperature Prediction

Changes in ocean temperature over time have important implications for marine ecosystems and global climate change. Marine temperature changes with time and has the features of closeness, period, and trend. This paper analyzes the temporal dependence of marine temperature variation at multiple depth...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Jun, Zhang, Tong, Han, Guangjie, Gou, Yu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2018
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263690/ https://www.ncbi.nlm.nih.gov/pubmed/30404217 http://dx.doi.org/10.3390/s18113797

Ejemplares similares

Dense Residual LSTM-Attention Network for Boiler Steam Temperature Prediction with Uncertainty Analysis
por: Tong, Zheming, et al.
Publicado: (2022)

Predictions for COVID-19 with deep learning models of LSTM, GRU and Bi-LSTM
por: Shahid, Farah, et al.
Publicado: (2020)

EvoLSTM: context-dependent models of sequence evolution using a sequence-to-sequence LSTM
por: Lim, Dongjoon, et al.
Publicado: (2020)

Gait Trajectory and Gait Phase Prediction Based on an LSTM Network
por: Su, Binbin, et al.
Publicado: (2020)

Prediction of Retail Price of Sporting Goods Based on LSTM Network
por: Ding, Hui
Publicado: (2022)

Temperature Prediction of Seasonal Frozen Subgrades Based on CEEMDAN-LSTM Hybrid Model
por: Chen, Liyue, et al.
Publicado: (2022)

Prediction of SO(2) Concentration Based on AR-LSTM Neural Network
por: Ju, Jie, et al.
Publicado: (2022)

LSTM-PHV: prediction of human-virus protein–protein interactions by LSTM with word2vec
por: Tsukiyama, Sho, et al.
Publicado: (2021)

Prediction of Pollutant Concentration Based on Spatial–Temporal Attention, ResNet and ConvLSTM
por: Chen, Cai, et al.
Publicado: (2023)

Application of PSO-based LSTM Neural Network for Outpatient Volume Prediction
por: Lu, Wenjing, et al.
Publicado: (2021)

Enhanced Security Authentication Based on Convolutional-LSTM Networks
por: Qiu, Xiaoying, et al.
Publicado: (2021)

Improving Odometric Model Performance Based on LSTM Networks
por: Fariña, Bibiana, et al.
Publicado: (2023)

DA-LSTM-VAE: Dual-Stage Attention-Based LSTM-VAE for KPI Anomaly Detection
por: Zhao, Yun, et al.
Publicado: (2022)

Reservoir Production Prediction Model Based on a Stacked LSTM Network and Transfer Learning
por: Dong, Yukun, et al.
Publicado: (2021)

CNN-Bi-LSTM: A Complex Environment-Oriented Cattle Behavior Classification Network Based on the Fusion of CNN and Bi-LSTM
por: Gao, Guohong, et al.
Publicado: (2023)

Attention based GRU-LSTM for software defect prediction
por: Munir, Hafiz Shahbaz, et al.
Publicado: (2021)

Landslide Displacement Prediction Based on Multivariate LSTM Model
por: Duan, Gonghao, et al.
Publicado: (2023)

Convolutional LSTM models to estimate network traffic
por: Waczynska, Joanna
Publicado: (2021)

Convolutional LSTM models to estimate network traffic
por: Waczynska, Joanna, et al.
Publicado: (2021)

Deep Bi-LSTM Networks for Sequential Recommendation
por: Zhao, Chuanchuan, et al.
Publicado: (2020)

CM-LSTM Based Spectrum Sensing
por: Chen, Wantong, et al.
Publicado: (2022)

Integrating BERT Embeddings and BiLSTM for Emotion Analysis of Dialogue
por: Gou, Zhinan, et al.
Publicado: (2023)

Advertising Click-Through Rate Prediction Based on CNN-LSTM Neural Network
por: Zhu, Danqing
Publicado: (2021)

Multi-Section Traffic Flow Prediction Based on MLR-LSTM Neural Network
por: Shi, Ruizhe, et al.
Publicado: (2022)

Molecular Property Prediction by Combining LSTM and GAT
por: Xu, Lei, et al.
Publicado: (2023)

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction
por: Li, Fa, et al.
Publicado: (2020)

Hybrid attention-based temporal convolutional bidirectional LSTM approach for wind speed interval prediction
por: Bommidi, Bala Saibabu, et al.
Publicado: (2023)

Neutron transport calculation for the BEAVRS core based on the LSTM neural network
por: Ren, Changan, et al.
Publicado: (2023)

Human Activity Recognition Based on Residual Network and BiLSTM
por: Li, Yong, et al.
Publicado: (2022)

Stress Classification Using Brain Signals Based on LSTM Network
por: Phutela, Nishtha, et al.
Publicado: (2022)

Network Intrusion Detection Method Based on FCWGAN and BiLSTM
por: Ma, Zexuan, et al.
Publicado: (2022)

Effect of time windows in LSTM networks for EEG-based BCIs
por: Martín-Chinea, K., et al.
Publicado: (2022)

Dual Memory LSTM with Dual Attention Neural Network for Spatiotemporal Prediction
por: Li, Teng, et al.
Publicado: (2021)

Surrogate Modelling for Oxygen Uptake Prediction Using LSTM Neural Network
por: Davidson, Pavel, et al.
Publicado: (2023)

LSTM Network Integrated with Particle Filter for Predicting the Bus Passenger Traffic
por: Vidya, G S, et al.
Publicado: (2023)

Movement Estimation Using Soft Sensors Based on Bi-LSTM and Two-Layer LSTM for Human Motion Capture
por: Guo, Haitao, et al.
Publicado: (2020)

Attention-LSTM based prediction model for aircraft 4-D trajectory
por: Jia, Peiyan, et al.
Publicado: (2022)

Automatic Modulation Recognition Based on a DCN-BiLSTM Network
por: Liu, Kai, et al.
Publicado: (2021)

Performance Degradation Prediction Using LSTM with Optimized Parameters
por: Hu, Yawei, et al.
Publicado: (2022)

An LSTM-Based Method with Attention Mechanism for Travel Time Prediction
por: Ran, Xiangdong, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_3j5hremv47np7unaa977aoc7fc