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Publications by Alaa Sagheer
Unsupervised Pre-Training of a Deep LSTM-based Stacked Autoencoder for Multivariate Time Series Forecasting Problems
Scientific Reports
Multidisciplinary
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A Deep Learning Framework for Univariate Time Series Prediction Using Convolutional LSTM Stacked Autoencoders
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
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Combining LSTM Network Ensemble via Adaptive Weighting for Improved Time Series Forecasting
Mathematical Problems in Engineering
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A Cycle Deep Belief Network Model for Multivariate Time Series Classification
Mathematical Problems in Engineering
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Spectral–spatial Feature Learning for Hyperspectral Imagery Classification Using Deep Stacked Sparse Autoencoder
Journal of Applied Remote Sensing
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Stacked Denoise Autoencoder Based Feature Extraction and Classification for Hyperspectral Images
Journal of Sensors
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A Multilevel Distance-Based Index Structure for Multivariate Time Series
Forecasting the Behavior of Gas Furnace Multivariate Time Series Using Ridge Polynomial Based Neural Network Models
International Journal of Interactive Multimedia and Artificial Intelligence
Unsupervised Pre-Training for Fully Convolutional Neural Networks
