Investigating the use of uni-directional and bi-directional long short-term memory models for automatic sleep stage scoring

Informatics in Medicine Unlocked ◽

10.1016/j.imu.2020.100370 ◽

2020 ◽

Vol 20 ◽

pp. 100370

Author(s):

Luay Fraiwan ◽

Mohanad Alkhodari

Keyword(s):

Short Term Memory ◽

Sleep Stage ◽

Memory Models ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Sleep Stage Scoring

Download Full-text

Forecasting Outbreak of COVID-19 in Turkey; Comparison of Box–Jenkins, Brown’s Exponential Smoothing and Long Short-Term Memory Models

Process Safety and Environmental Protection ◽

10.1016/j.psep.2021.03.032 ◽

2021 ◽

Author(s):

Didem Guleryuz

Keyword(s):

Short Term Memory ◽

Exponential Smoothing ◽

Memory Models ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Download Full-text

Sleep stage classification using convolutional neural networks and bidirectional long short-term memory

2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS) ◽

10.1109/icacsis.2017.8355050 ◽

2017 ◽

Author(s):

Intan Nurma Yulita ◽

Mohamad Ivan Fanany ◽

Aniati Murni Arymurthy

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Short Term Memory ◽

Sleep Stage ◽

Short Term ◽

Term Memory ◽

Stage Classification ◽

Sleep Stage Classification ◽

Long Short Term Memory

Download Full-text

Sleep stage classification using fuzzy long short-term memory

2017 4th International Conference on Computer Applications and Information Processing Technology (CAIPT) ◽

10.1109/caipt.2017.8320661 ◽

2017 ◽

Author(s):

Intan Nurma Yulita ◽

Rudi Rosadi ◽

Sri Purwani

Keyword(s):

Short Term Memory ◽

Sleep Stage ◽

Short Term ◽

Term Memory ◽

Stage Classification ◽

Sleep Stage Classification ◽

Long Short Term Memory

Download Full-text

Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_36 ◽

2019 ◽

pp. 310-318 ◽

Cited By ~ 3

Author(s):

Riqiang Gao ◽

Yuankai Huo ◽

Shunxing Bao ◽

Yucheng Tang ◽

Sanja L. Antic ◽

...

Keyword(s):

Lung Cancer ◽

Cancer Detection ◽

Short Term Memory ◽

Memory Models ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Lung Cancer Detection

Download Full-text

Combining deep belief networks and bidirectional long short-term memory: Case study: Sleep stage classification

2017 4th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) ◽

10.1109/eecsi.2017.8239089 ◽

2017 ◽

Cited By ~ 3

Author(s):

Intan Nurma Yulita ◽

Mohamad Ivan Fanany ◽

Aniati Murni Arymurthy

Keyword(s):

Short Term Memory ◽

Sleep Stage ◽

Belief Networks ◽

Deep Belief Networks ◽

Short Term ◽

Term Memory ◽

Stage Classification ◽

Sleep Stage Classification ◽

Long Short Term Memory

Download Full-text

Bi-directional Long Short-Term Memory using Quantized data of Deep Belief Networks for Sleep Stage Classification

Procedia Computer Science ◽

10.1016/j.procs.2017.10.042 ◽

2017 ◽

Vol 116 ◽

pp. 530-538 ◽

Cited By ~ 12

Author(s):

Intan Nurma Yulita ◽

Mohamad Ivan Fanany ◽

Aniati Murni Arymuthy

Keyword(s):

Short Term Memory ◽

Sleep Stage ◽

Belief Networks ◽

Deep Belief Networks ◽

Short Term ◽

Term Memory ◽

Stage Classification ◽

Sleep Stage Classification ◽

Long Short Term Memory

Download Full-text

Multi Long-Short Term Memory Models for Short Term Traffic Flow Prediction

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2018edl8087 ◽

2018 ◽

Vol E101.D (12) ◽

pp. 3272-3275 ◽

Cited By ~ 1

Author(s):

Zelong XUE ◽

Yang XUE

Keyword(s):

Traffic Flow ◽

Short Term Memory ◽

Memory Models ◽

Short Term ◽

Term Memory ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Long Short Term Memory

Download Full-text

Malware Classification using Long Short-term Memory Models

Proceedings of the 7th International Conference on Information Systems Security and Privacy ◽

10.5220/0010378007430752 ◽

2021 ◽

Author(s):

Dennis Dang ◽

Fabio Di Troia ◽

Mark Stamp

Keyword(s):

Short Term Memory ◽

Memory Models ◽

Short Term ◽

Term Memory ◽

Malware Classification ◽

Long Short Term Memory

Download Full-text

A quantization of deep belief networks for long short-term memory in sleep stage detection

2017 International Conference on Advanced Informatics, Concepts, Theory, and Applications (ICAICTA) ◽

10.1109/icaicta.2017.8090999 ◽

2017 ◽

Author(s):

Intan Nurma Yulita ◽

Sri Purwani ◽

Rudi Rosadi ◽

Roly Maulana Awangga

Keyword(s):

Short Term Memory ◽

Sleep Stage ◽

Belief Networks ◽

Deep Belief Networks ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Download Full-text

Learning Hierarchical Weather Data Representation for Short-Term Weather Forecasting Using Autoencoder and Long Short-Term Memory Models

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-14799-0_32 ◽

2019 ◽

pp. 373-384 ◽

Cited By ~ 1

Author(s):

Yaya Heryadi

Keyword(s):

Short Term Memory ◽

Weather Forecasting ◽

Data Representation ◽

Memory Models ◽

Weather Data ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Download Full-text