Concepedia

Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities

Maryam Shaygan, Collin Meese, Wanxin Li, Xiaoliang Zhao, Mark Nejad

Transportation Research Part C Emerging Technologies · 2022 · 231 citations · 263 references

Open access

Concepts

EngineeringComputer ScienceArtificial IntelligenceMachine LearningTransportation EngineeringCongestion ManagementIntelligent Transportation SystemsTraffic Demand ForecastingTraffic EngineeringTraffic Flow ManagementTraffic Flow TheoryMachine Learning For Traffic AnalysisProbabilistic Traffic ForecastingReal-time Traffic ForecastingTraffic Flow ForecastingTraffic Flow PredictionTraffic ForecastingTraffic Prediction

References

263

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

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

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Dagstuhl Research Online Publication Server · 2025 · 16.2K citations · Full text

Computing, Computer Science, Feature Engineering +16

Neural Machine Translation by Jointly Learning to Align and Translate

Dzmitry Bahdanau · arXiv (Cornell University) · 2014 · 14.6K citations · Full text

Computing, Computer Science, Natural Language Processing +9