Concepedia

Urban big data fusion based on deep learning: An overview

Jia Liu, Tianrui Li, Peng Xie, Shengdong Du, Fei Teng, Xin Yang

Information Fusion · 2019 · 263 citations · 65 references

Concepts

ComputingData ScienceUrban PlanningBig Data AnalyticsMachine LearningUrban AnalyticsDeep LearningFeature-level FusionMachine Learning For Big DataSmart CitiesSmart City SystemsUrban InfrastructureDeep Learning For Big DataDeep Learning-based Data FusionDeep Learning-based FusionUrban Data AnalyticsUrban Data Fusion

References

65

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

Computing, Computer Science, Computer Vision +14

Proceedings of the 24th international conference on Machine learning

2007 · 11.7K citations

Computing, Computer Science, Artificial Intelligence +6

Proceedings of the 19th International Joint Conference on Artificial Intelligence

Josep M. Pujol, Jordi Delgado, Ramón Sangüesa et al. · International Joint Conference on Artificial Intelligence · 2005 · 5.8K citations

Computing, Computer Science, Artificial Intelligence +11

Combining labeled and unlabeled data with co-training

Avrim Blum, Tom M. Mitchell · 1998 · 5.6K citations · Full text

Computing, Computer Science, Knowledge Representation +6