Method for Meteorological Early Warning of Precipitation-Induced Landslides Based on Deep Neural Network

Deep Supervised and Contractive Neural Network for SAR Image Classification

(2017) Jie Geng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Visibility Graph from Adaptive Optimal Kernel Time-Frequency Representation for Classification of Epileptiform EEG

(2017) Zhong-Ke Gao et al.   International Journal of Neural Systems

Fine-tuning Deep Belief Networks using Harmony Search

(2016) João Paulo Papa et al.   APPLIED SOFT COMPUTING

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Parallelization of the TRIGRS model for rainfall-induced landslides using the message passing interface

(2016) M. Alvioli et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

(2016) Binh Thai Pham et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression

(2016) Ismail Colkesen et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Deep belief network based statistical feature learning for fingerprint liveness detection

(2016) Soowoong Kim et al.   PATTERN RECOGNITION LETTERS

Multiscale limited penetrable horizontal visibility graph for analyzing nonlinear time series

(2016) Zhong-Ke Gao et al.   Scientific Reports

Towards dropout training for convolutional neural networks

(2015) Haibing Wu et al.   NEURAL NETWORKS

Forecasting exchange rate using deep belief networks and conjugate gradient method

(2015) Furao Shen et al.   NEUROCOMPUTING

Multi-channel electromyography pattern classification using deep belief networks for enhanced user experience

(2015) Hyeon-min Shim et al.   Journal of Central South University

Critical acceleration as a criterion in seismic landslide susceptibility assessment

(2014) Xiao-Li Chen et al.   GEOMORPHOLOGY

Quantifying rainfall controls on catchment-scale landslide erosion in Taiwan

(2012) Yi-Chin Chen et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

A directed weighted complex network for characterizing chaotic dynamics from time series

(2011) Zhong-Ke Gao et al.   NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS