Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis

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

Algorithm AS 136: A K-Means Clustering Algorithm

J. A. Hartigan, M. Anthony Wong · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1979 · 14.4K citations

Computing, Computer Science, Mathematics +9

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.7K citations

Computing, Health Informatics, Forecasting +8

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

Xiaolei Ma, Zhuang Dai, Zhengbing He et al. · Sensors · 2017 · 1.4K citations · Full text

Computing, Computer Science, Computer Vision +16

On risk defined as an event where the outcome is uncertain

Terje Aven, Ortwin Renn · Journal of Risk Research · 2009 · 761 citations

Social Sciences, Risk Management, Risk Analysis +5