Prediksi Indeks BEI dengan Ensemble Convolutional Neural Network dan Long Short-Term Memory

Prediksi Indeks BEI dengan Ensemble Convolutional Neural Network dan Long Short-Term Memory

The Indonesian Stock Exchange (IDX) stock market index is one of the main indicators commonly used as a reference for national economic conditions. The value of the stock market index is often being used by investment companies and individual investors to help making investment decisions. Therefore,...

Full description

Bibliographic Details
Main Authors:	Harya Widiputra, Adele Mailangkay, Elliana Gautama
Format:	Article
Language:	Indonesian
Published:	Ikatan Ahli Indormatika Indonesia 2021-06-01
Series:	Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Subjects:	bei indexes, ensemble, convolutional neural network, long short-term memory, deep learning, time series data
Online Access:	http://jurnal.iaii.or.id/index.php/RESTI/article/view/3111

Similar Items

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series
by: Ioannis E. Livieris, et al.
Published: (2020-05-01)

A Spatiotemporal-Oriented Deep Ensemble Learning Model to Defend Link Flooding Attacks in IoT Network
by: Yen-Hung Chen, et al.
Published: (2021-02-01)

Deep Ensemble Learning Model for Short-Term Load Forecasting within Active Learning Framework
by: Zengping Wang, et al.
Published: (2019-10-01)

Prediksi Laba Di Masa Yang Akan Datang Dengan Rasio Keuangan Pada Perusahaan Manufaktur Yang Terdaftar Di Bursa Efek Indonesia Periode 2010–2014
by: Winda Kurniawati
Published: (2016-02-01)

Ocean Real-Time Precise Point Positioning with the BeiDou Short-Message Service
by: Kaifei He, et al.
Published: (2020-12-01)

LSTM Fully Convolutional Networks for Time Series Classification
by: Fazle Karim, et al.
Published: (2018-01-01)

Ensemble feature learning for material recognition with convolutional neural networks
by: Peng Bian, et al.
Published: (2018-07-01)

Insights Into LSTM Fully Convolutional Networks for Time Series Classification
by: Fazle Karim, et al.
Published: (2019-01-01)

Hybrid Prediction Method for Wind Speed Combining Ensemble Empirical Mode Decomposition and Bayesian Ridge Regression
by: Yujun Yang, et al.
Published: (2020-01-01)

Deep Temporal Convolutional Networks for Short-Term Traffic Flow Forecasting
by: Wentian Zhao, et al.
Published: (2019-01-01)

Daily Runoff Forecasting Using Ensemble Empirical Mode Decomposition and Long Short-Term Memory
by: Ruifang Yuan, et al.
Published: (2021-03-01)

Data-Driven Short-Term Voltage Stability Assessment Using Convolutional Neural Networks Considering Data Anomalies and Localization
by: Syed Muhammad Hur Rizvi, et al.
Published: (2021-01-01)

Two-Stream Convolutional Network for Improving Activity Recognition Using Convolutional Long Short-Term Memory Networks
by: W. Ye, et al.
Published: (2019-01-01)

Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks
by: Adrián Vázquez-Romero, et al.
Published: (2020-06-01)

Short-term prediction for wind power based on temporal convolutional network
by: Ruijin Zhu, et al.
Published: (2020-12-01)

Short-Term Industrial Load Forecasting Based on Ensemble Hidden Markov Model
by: Yuanyuan Wang, et al.
Published: (2020-01-01)

Tracking of Flexible Brush Tip on Real Canvas: Silhouette-Based and Deep Ensemble Network-Based Approaches
by: Joolekha Bibi Joolee, et al.
Published: (2020-01-01)

BeiDou Short-Message Satellite Resource Allocation Algorithm Based on Deep Reinforcement Learning
by: Kaiwen Xia, et al.
Published: (2021-07-01)

Meta Learning-Based Hybrid Ensemble Approach for Short-Term Wind Speed Forecasting
by: Zhengwei Ma, et al.
Published: (2020-01-01)

Forecasting COVID-19 cases: A comparative analysis between recurrent and convolutional neural networks
by: Khondoker Nazmoon Nabi, et al.
Published: (2021-05-01)

Time Series Multiple Channel Convolutional Neural Network with Attention-Based Long Short-Term Memory for Predicting Bearing Remaining Useful Life
by: Jehn-Ruey Jiang, et al.
Published: (2019-12-01)

MODEL SISTEM PREDIKSI ENSEMBLE TOTAL HUJAN BULANAN DENGAN NILAI PEMBOBOT (KASUS WILAYAH KABUPATEN INDRAMAYU)
by: Yunus Subagyo Swarinoto, et al.
Published: (2014-08-01)

Convolution and Long Short-Term Memory Hybrid Deep Neural Networks for Remaining Useful Life Prognostics
by: Zhengmin Kong, et al.
Published: (2019-10-01)

The BeiDou coordinate system
by: WEI Ziqing, et al.
Published: (2019-07-01)

2-D Convolutional Deep Neural Network for Multivariate Energy Time Series Prediction
by: Antonello Rosato, et al.
Published: (2021-04-01)

Short-Term Load Forecasting Using Convolutional Neural Networks in COVID-19 Context: The Romanian Case Study
by: Andrei M. Tudose, et al.
Published: (2021-07-01)

Optimal weighted parameters of ensemble convolutional neural networks based on a differential evolution algorithm for enhancing pornographic image classification
by: Sarayut Gonwirat, et al.
Published: (2021-07-01)

Integrated multi-model framework for adaptive multiple time-series analysis and modelling
by: Widiputra, Harya
Published: (2011)

AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures
by: Shruti Kaushik, et al.
Published: (2020-03-01)

Multi-Lane Short-Term Traffic Forecasting With Convolutional LSTM Network
by: Yixuan Ma, et al.
Published: (2020-01-01)

A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
by: Chujie Tian, et al.
Published: (2018-12-01)

El Niño Index Prediction Using Deep Learning with Ensemble Empirical Mode Decomposition
by: Yanan Guo, et al.
Published: (2020-06-01)

Enhanced Gaze Tracking Using Convolutional Long Short-Term Memory Networks
by: Kong, S.G, et al.
Published: (2022)

iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks
by: Quang H. Nguyen, et al.
Published: (2019-12-01)

Classification for Dermoscopy Images Using Convolutional Neural Networks Based on the Ensemble of Individual Advantage and Group Decision
by: An Gong, et al.
Published: (2020-01-01)

Electricity Price Forecasting Based on Self-Adaptive Decomposition and Heterogeneous Ensemble Learning
by: Matheus Henrique Dal Molin Ribeiro, et al.
Published: (2020-10-01)

BEI for Creative Industry In Indonesia
by: Gancar Premananto, et al.
Published: (2018-09-01)

Computerized classification of gastrointestinal polyps using stacking ensemble of convolutional neural network
by: Mohammad Motiur Rahman, et al.
Published: (2021-01-01)

Fast SAR Autofocus Based on Ensemble Convolutional Extreme Learning Machine
by: Zhi Liu, et al.
Published: (2021-07-01)

A New Snapshot Ensemble Convolutional Neural Network for Fault Diagnosis
by: Long Wen, et al.
Published: (2019-01-01)

Cannot write session to /tmp/vufind_sessions/sess_jh1rca4fg1e5r7eer91jpprqot