Concepedia

Improving short-term bike sharing demand forecast through an irregular convolutional neural network

Xinyu Li, Yang Xu, Xiaohu Zhang, Wenzhong Shi, Yang Yue, Qingquan Li

Transportation Research Part C Emerging Technologies · 2022 · 79 citations · 59 references

Concepts

Forecasting MethodologyEngineeringMachine LearningData ScienceShort-term BikeTraffic PredictionPredictive AnalyticsDemand ForecastingDemand ForecastForecastingDeep LearningIntelligent ForecastingOn-demand Transport

References

59

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre et al. · 2014 · 23.7K citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +16

Generating Sequences With Recurrent Neural Networks

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2013 · 3.1K citations · Full text

International Conference on Artificial Neural Networks

Habiboulaye Amadou Boubacar · Neural Networks · 1990 · 2.1K citations

Artificial Intelligence, Ai Architecture, Evolving Neural Network +4

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

Junbo Zhang, Yu Zheng, Dekang Qi · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 2.1K citations · Full text

Crowd Simulation, Convolutional Neural Network, Engineering +16