Financial market predictions with deep learning
Forecasting the financial market has proven to be a challenging task due to high volatility. However, with the growing involvement of computational methods in econometrics, models built with deep learning neural networks have been more accurate in capturing the dynamics of financial market data comp...
| Main Authors: | Yap, Zhong Jing, Dharini Pathmanathan |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2023
|
| Online Access: | http://journalarticle.ukm.my/22247/ http://journalarticle.ukm.my/22247/1/Paper7%20-.pdf |
Similar Items
Bayesian tolerance intervals with probability matching priors / Dharini a/p Pathmanathan
by: Pathmanathan, Dharini
Published: (2014)
by: Pathmanathan, Dharini
Published: (2014)
Integrating deep learning and machine learning for ceramic artifact classification and market value prediction
by: Hu, Yanfeng, et al.
Published: (2025)
by: Hu, Yanfeng, et al.
Published: (2025)
DEVELOPMENT OF STOCK MARKET PREDICTION MOBILE SYSTEM IN BLUE CHIP STOCKS FOR MALAYSIA SHARE MARKET USING DEEP LEARNING TECHNIQUE
by: Chong, Fong Kim, et al.
Published: (2020)
by: Chong, Fong Kim, et al.
Published: (2020)
Computer big data analysis and predictive maintenance based on deep learning
by: Jing, Gao, et al.
Published: (2022)
by: Jing, Gao, et al.
Published: (2022)
Leveraging transfer learning with deep learning for crime prediction
by: Butt, Umair Muneer, et al.
Published: (2024)
by: Butt, Umair Muneer, et al.
Published: (2024)
Predict the financial markets crises (forecasting models and their applicability in the Arab Financial Markets)
by: Saiah, Abdalla Ab Sinusi, et al.
Published: (2011)
by: Saiah, Abdalla Ab Sinusi, et al.
Published: (2011)
Predicting Precious Metal Markets using Custom Deep-Learning NARX Network: A Portfolio Application
by: Tjendra, Stephanie Aliana
Published: (2024)
by: Tjendra, Stephanie Aliana
Published: (2024)
Applications of deep learning in severity prediction of traffic accidents
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
Public transport delay prediction using deep learning
by: Mohd Rum, Siti Nurulain, et al.
Published: (2024)
by: Mohd Rum, Siti Nurulain, et al.
Published: (2024)
Construction Noise Prediction Using Stochastic Deep Learning
by: Ooi, Wei Chien
Published: (2022)
by: Ooi, Wei Chien
Published: (2022)
Probabilistic Structural Damage Identification
with Uncertain Data by Deep Learning Techniques
by: Zhong, Yue
Published: (2024)
by: Zhong, Yue
Published: (2024)
Extending the GLM framework of the Lee-Carter model with random forest recursive feature elimination based determinants of mortality
by: Nurul Aityqah Yaacob,, et al.
Published: (2022)
by: Nurul Aityqah Yaacob,, et al.
Published: (2022)
An application of deep learning for lightning prediction in East Coast Malaysia
by: Mohd Herwan, Sulaiman, et al.
Published: (2023)
by: Mohd Herwan, Sulaiman, et al.
Published: (2023)
Deep Learning-Based Predictive Modeling for Male Depression Detection
by: R. S. Lakshmi, Balaji, et al.
Published: (2025)
by: R. S. Lakshmi, Balaji, et al.
Published: (2025)
An ensemble deep learning model for vehicular engine health prediction
by: Joseph Chukwudi, Isinka, et al.
Published: (2024)
by: Joseph Chukwudi, Isinka, et al.
Published: (2024)
Development of a deep learning model for prediction of cardiovascular disease
by: Mohd Syafiq Asyraf, Suhaimi, et al.
Published: (2025)
by: Mohd Syafiq Asyraf, Suhaimi, et al.
Published: (2025)
Enhancing stock price data analysis through variants of principal component analysis
by: Seow, Teck Xiang, et al.
Published: (2024)
by: Seow, Teck Xiang, et al.
Published: (2024)
Development of predictive modeling and deep learning classification of taxi trip tolls
by: Al-Shoukry, Suhad, et al.
Published: (2022)
by: Al-Shoukry, Suhad, et al.
Published: (2022)
Flood Prediction Based On Deep Learning Networks With Variational Mode Decomposition
by: Ni, Chenmin
Published: (2024)
by: Ni, Chenmin
Published: (2024)
Clustering Ensemble And Hybrid Of
Deep Learning For Spatio-Temporal
Crime Predictions
by: Butt, Umair Muneer
Published: (2024)
by: Butt, Umair Muneer
Published: (2024)
Development Of Construction Noise Prediction Method Using Deep Learning Model
by: Siew, Jun Teng
Published: (2021)
by: Siew, Jun Teng
Published: (2021)
An optimal near-infrared subcutaneous vein extraction using deep learning.
by: Chan, Xiao Jing
Published: (2022)
by: Chan, Xiao Jing
Published: (2022)
Deep reinforcement learning to multi-agent deep reinforcement learning
by: Samieiyeganeh, Mehdi, et al.
Published: (2022)
by: Samieiyeganeh, Mehdi, et al.
Published: (2022)
RFE-based feature selection to improve classification accuracy for morphometric analysis of craniodental characters of house rats
by: Aneesha Balachandran Pillay,, et al.
Published: (2023)
by: Aneesha Balachandran Pillay,, et al.
Published: (2023)
Deep learning models in Python for predicting hydrogen production: A comparative study
by: Devasahayam, Sheila
Published: (2023)
by: Devasahayam, Sheila
Published: (2023)
Deep learning-based approach in plant species identification / Tan Jing Wei
by: Tan, Jing Wei
Published: (2018)
by: Tan, Jing Wei
Published: (2018)
Analysis And Use Of Financial Ratios To Evaluate And To Predict The Financial Health Of Companies In Malaysia
by: Fook, Yap Chin
Published: (2008)
by: Fook, Yap Chin
Published: (2008)
Deep learning inference on edge device: Traffic violation detection using OpenVino
by: Chiew, Jing Cheng
Published: (2023)
by: Chiew, Jing Cheng
Published: (2023)
CNN-MobilenetV2- deep learning-based Alzheimer's disease prediction and classification
by: A.V, Ambili, et al.
Published: (2023)
by: A.V, Ambili, et al.
Published: (2023)
Investigating the Effectiveness of Shallow and Deep Learning Techniques on
Predicting the Quality of a Policy Matrix
by: Beglou, Asghar
Published: (2016)
by: Beglou, Asghar
Published: (2016)
Application of vision-based deep learning method for building occupancy and thermal comfort predictions
by: Zhang, Wuxia
Published: (2025)
by: Zhang, Wuxia
Published: (2025)
Chiller energy prediction in commercial building : A metaheuristic-enhanced deep learning approach
by: Mohd Herwan, Sulaiman, et al.
Published: (2024)
by: Mohd Herwan, Sulaiman, et al.
Published: (2024)
Hybrid deep learning approach for accurate prediction of flowability in ultra-high-performance concrete
by: Al-Hinawi, Ayat Mahmoud, et al.
Published: (2024)
by: Al-Hinawi, Ayat Mahmoud, et al.
Published: (2024)
INSOLVENCY PREDICTION OF AUSTRALIAN CONSTRUCTION COMPANIES USING DEEP LEARNING WITH BIDIRECTIONAL LSTM AUTOENCODER
by: Bu, Lishan, et al.
Published: (2024)
by: Bu, Lishan, et al.
Published: (2024)
Deep face recognition in the wild
by: Yang, Jing
Published: (2022)
by: Yang, Jing
Published: (2022)
The rise of deep learning in cyber security: Bibliometric analysis of deep learning and malware
by: Nur Khairani, Kamarudin, et al.
Published: (2024)
by: Nur Khairani, Kamarudin, et al.
Published: (2024)
Financial time series predicting using machine learning algorithms
by: Tiong, Leslie Ching Ow *
Published: (2013)
by: Tiong, Leslie Ching Ow *
Published: (2013)
Fog Computing based Heart Disease Prediction System using Deep Learning for Medical IoT
by: Welhenge, Anuradhi, et al.
Published: (2023)
by: Welhenge, Anuradhi, et al.
Published: (2023)
Transforming education with deep learning: A systematic review on predicting student performance and critical challenges
by: Nazir, M., et al.
Published: (2025)
by: Nazir, M., et al.
Published: (2025)
GMFR-CNN: An Integration of Gapped Motif Feature
Representation and Deep Learning Approach for Enhancer
Prediction
by: Yu, Shiong Wong, et al.
Published: (2016)
by: Yu, Shiong Wong, et al.
Published: (2016)
Similar Items
-
Bayesian tolerance intervals with probability matching priors / Dharini a/p Pathmanathan
by: Pathmanathan, Dharini
Published: (2014) -
Integrating deep learning and machine learning for ceramic artifact classification and market value prediction
by: Hu, Yanfeng, et al.
Published: (2025) -
DEVELOPMENT OF STOCK MARKET PREDICTION MOBILE SYSTEM IN BLUE CHIP STOCKS FOR MALAYSIA SHARE MARKET USING DEEP LEARNING TECHNIQUE
by: Chong, Fong Kim, et al.
Published: (2020) -
Computer big data analysis and predictive maintenance based on deep learning
by: Jing, Gao, et al.
Published: (2022) -
Leveraging transfer learning with deep learning for crime prediction
by: Butt, Umair Muneer, et al.
Published: (2024)