1D-CapsNet-LSTM: A Deep Learning-Based Model for Multi-Step Stock Index
Forecasting

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1D-CapsNet-LSTM: A Deep Learning-Based Model for Multi-Step Stock Index Forecasting

3 October 2023

Roslina Ibrahim

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Papers citing "1D-CapsNet-LSTM: A Deep Learning-Based Model for Multi-Step Stock Index Forecasting"

12 / 12 papers shown

Title
Slow-varying Dynamics Assisted Temporal Capsule Network for Machinery Remaining Useful Life Estimation Yan Qin Chau Yuen Yimin Shao Bo Qin Xiaoli Li 55 42 0 30 Mar 2022
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices Hansika Hewamalage Klaus Ackermann Christoph Bergmeir AI4TS 126 94 0 21 Mar 2022
Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition I. Shahin N. Hindawi Ali Bou Nassif A. Alhudhaif K. Polat 60 39 0 26 Dec 2021
An Experimental Review on Deep Learning Architectures for Time Series Forecasting Pedro Lara-Benítez Manuel Carranza-García José Cristóbal Riquelme Santos AI4TS 88 316 0 22 Mar 2021
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 115 2,732 0 01 Apr 2020
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Omer Berat Sezer M. U. Gudelek A. Ozbayoglu AI4TS 80 1,015 0 29 Nov 2019
Using Deep Learning for price prediction by exploiting stationary limit order book features Avraam Tsantekidis Nikolaos Passalis Anastasios Tefas Juho Kanniainen Moncef Gabbouj Alexandros Iosifidis OOD 57 90 0 23 Oct 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 60 270 0 11 Apr 2018
Brain Tumor Type Classification via Capsule Networks Parnian Afshar Arash Mohammadi Konstantinos N. Plataniotis 66 429 0 27 Feb 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 180 4,604 0 26 Oct 2017
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 227 2,334 0 21 Mar 2016
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition Souhaib Ben Taieb Gianluca Bontempi A. Atiya A. Sorjamaa AI4TS 104 595 0 16 Aug 2011

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