Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review

(2018) Liping Yang et al.   ISPRS International Journal of Geo-Information

Enhancing the temporal resolution of satellite-based flood extent generation using crowdsourced data for disaster monitoring

(2017) George Panteras et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using Twitter for tasking remote-sensing data collection and damage assessment: 2013 Boulder flood case study

(2015) Guido Cervone et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Deep learning

(2015) Yann LeCun et al.   NATURE

A Systematic Comparison of Supervised Classifiers

(2014) Diego Raphael Amancio et al.   PLoS One

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT