Concepedia

k-GCN-LSTM: A k-hop Graph Convolutional Network and Long–Short-Term Memory for ship speed prediction

Jiansen Zhao, Zhongwei Yan, Xinqiang Chen, Bing Han, Shubo Wu, Ranxuan Ke

Physica A Statistical Mechanics and its Applications · 2022 · 49 citations · 35 references

Concepts

ComputingComputer ScienceMarine EngineeringMachine LearningTime Series AnalysisDeep LearningGraph-based LearningShip Performance PredictionDeep Learning For ForecastingDeep Learning-based ForecastingGraph Convolutional NetworksGraph-based PredictionLong Short-term Memory NetworksShip Speed PredictionSpeed Prediction

References

35

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau et al. · 2014 · 6.6K citations · Full text

Computing, Computer Science, Natural Language Processing +12

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

Alex Graves, Jürgen Schmidhuber · Neural Networks · 2005 · 5.5K citations

Computing, Computer Science, Machine Learning +9

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 3.2K citations · Full text

Computing, Data Science, Forecasting +16