4.7 Article

Fusion in stock market prediction: A decade survey on the necessity, recent developments, and potential future directions

Related references

Note: Only part of the references are listed.
Review Computer Science, Interdisciplinary Applications

A Comprehensive Survey on Portfolio Optimization, Stock Price and Trend Prediction Using Particle Swarm Optimization

Ankit Thakkar et al.

Summary: This article discusses the analysis and prediction of stock market data, as well as the advantages and limitations of using PSO algorithm for stock market prediction, researching future research directions.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING (2021)

Proceedings Paper Computer Science, Artificial Intelligence

CREST: Cross-Reference to Exchange-based Stock Trend Prediction using Long Short-Term Memory

Ankit Thakkar et al.

INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE (2020)

Article Computer Science, Artificial Intelligence

A methodology for the resolution of cashtag collisions on Twitter - A natural language processing & data fusion approach

Lewis Evans et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Computer Science, Artificial Intelligence

Technical analysis and sentiment embeddings for market trend prediction

Andrea Picasso et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Computer Science, Artificial Intelligence

Decision-making for financial trading: A fusion approach of machine learning and portfolio selection

Felipe Dias Paiva et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Computer Science, Artificial Intelligence

A survey of data fusion in smart city applications

Billy Pik Lik Lau et al.

INFORMATION FUSION (2019)

Article Chemistry, Multidisciplinary

Machine Learning for Quantitative Finance Applications: A Survey

Francesco Rundo et al.

APPLIED SCIENCES-BASEL (2019)

Article Business, Finance

The adaptive market hypothesis in the high frequency cryptocurrency market

Jeffrey Chu et al.

INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS (2019)

Article Business, Finance

Geopolitical Risk and Trading Patterns of Foreign and Domestic Investors: Evidence from Korea

Young Sik Kim et al.

ASIA-PACIFIC JOURNAL OF FINANCIAL STUDIES (2019)

Article Computer Science, Artificial Intelligence

Long-term stock index forecasting based on text mining of regulatory disclosures

Stefan Feuerriegel et al.

DECISION SUPPORT SYSTEMS (2018)

Article Computer Science, Information Systems

Improving random forests by neighborhood projection for effective text classification

Thiago Salles et al.

INFORMATION SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Improving stock market prediction via heterogeneous information fusion

Xi Zhang et al.

KNOWLEDGE-BASED SYSTEMS (2018)

Article Economics

Adaptive market hypothesis and evolving predictability of bitcoin

Sashikanta Khuntia et al.

ECONOMICS LETTERS (2018)

Article Computer Science, Artificial Intelligence

Stock market one-day ahead movement prediction using disparate data sources

Bin Weng et al.

EXPERT SYSTEMS WITH APPLICATIONS (2017)

Article Computer Science, Artificial Intelligence

Fusion of multiple diverse predictors in stock market

Sasan Barak et al.

INFORMATION FUSION (2017)

Article Management

A data analytic approach to forecasting daily stock returns in an emerging market

Asil Oztekin et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2016)

Article Computer Science, Artificial Intelligence

Computational Intelligence and Financial Markets: A Survey and Future Directions

Rodolfo C. Cavalcante et al.

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Decision forest: Twenty years of research

Lior Rokach

INFORMATION FUSION (2016)

Article Computer Science, Artificial Intelligence

Opinion Mining and Information Fusion: A survey

Jorge A. Balazs et al.

INFORMATION FUSION (2016)

Article Computer Science, Information Systems

Multi indicator approach via mathematical inference for price dynamics in information fusion context

G. Iovane et al.

INFORMATION SCIENCES (2016)

Article Computer Science, Interdisciplinary Applications

Minimal variability OWA operator combining ANFIS and fuzzy c-means for forecasting BSE index

Gurbinder Kaur et al.

MATHEMATICS AND COMPUTERS IN SIMULATION (2016)

Article Business, Finance

Technical, fundamental, and combined information for separating winners from losers

Hong-Yi Chen et al.

PACIFIC-BASIN FINANCE JOURNAL (2016)

Article Business, Finance

Are stock markets really efficient? Evidence of the adaptive market hypothesis

Andrew Urquhart et al.

INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS (2016)

Article Computer Science, Artificial Intelligence

Analyzing initial public offerings' short-term performance using decision trees and SVMs

Eyup Basti et al.

DECISION SUPPORT SYSTEMS (2015)

Article Computer Science, Artificial Intelligence

Predicting stock market index using fusion of machine learning techniques

Jigar Patel et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Proceedings Paper Business, Finance

The Efficient Market Hypothesis: review of specialized literature and empirical research

Alexandra Gabriela Titan

EMERGING MARKETS QUERIES IN FINANCE AND BUSINESS 2014, EMQFB 2014 (2015)

Article Computer Science, Artificial Intelligence

A survey of multiple classifier systems as hybrid systems

Michal Wozniak et al.

INFORMATION FUSION (2014)

Article Computer Science, Artificial Intelligence

Discriminative extended canonical correlation analysis for pattern set matching

Ognjen Arandjelovic

MACHINE LEARNING (2014)

Article Management

Portfolio Choice with Illiquid Assets

Andrew Ang et al.

MANAGEMENT SCIENCE (2014)

Article Computer Science, Artificial Intelligence

Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information

Xiaodong Li et al.

NEUROCOMPUTING (2014)

Article Multidisciplinary Sciences

A Feature Fusion Based Forecasting Model for Financial Time Series

Zhiqiang Guo et al.

PLOS ONE (2014)

Article Economics

Short-term inflation projections: A Bayesian vector autoregressive approach

Domenico Giannone et al.

INTERNATIONAL JOURNAL OF FORECASTING (2014)

Article Computer Science, Artificial Intelligence

A Bayesian regularized artificial neural network for stock market forecasting

Jonathan L. Ticknor

EXPERT SYSTEMS WITH APPLICATIONS (2013)

Article Computer Science, Artificial Intelligence

Information fusion techniques for change detection from multi-temporal remote sensing images

Peijun Du et al.

INFORMATION FUSION (2013)

Review Multidisciplinary Sciences

A Review of Data Fusion Techniques

Federico Castanedo

SCIENTIFIC WORLD JOURNAL (2013)

Article Economics

OWA-based ANFIS model for TAIEX forecasting

Ching-Hsue Cheng et al.

ECONOMIC MODELLING (2013)

Proceedings Paper Computer Science, Information Systems

Based on Information Fusion Technique with Data Mining in the Application of Finance Early-Warning

Liang Zhang et al.

FIRST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT (2013)

Article Computer Science, Artificial Intelligence

Credit risk assessment and decision making by a fusion approach

Tsui-Chih Wu et al.

KNOWLEDGE-BASED SYSTEMS (2012)

Article Business, Finance

Exchange-rate return predictability and the adaptive markets hypothesis: Evidence from major foreign exchange rates

Amelie Charles et al.

JOURNAL OF INTERNATIONAL MONEY AND FINANCE (2012)

Article Computer Science, Artificial Intelligence

An investigation of data and text mining methods for real world deception detection

Christie M. Fuller et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Business, Finance

Stock return predictability and the adaptive markets hypothesis: Evidence from century-long US data

Jae H. Kim et al.

JOURNAL OF EMPIRICAL FINANCE (2011)

Article Business, Finance

Financial literacy and stock market participation

Maarten van Rooij et al.

JOURNAL OF FINANCIAL ECONOMICS (2011)

Article Computer Science, Artificial Intelligence

A comparative analysis of machine learning techniques for student retention management

Dursun Delen

DECISION SUPPORT SYSTEMS (2010)

Article Engineering, Electrical & Electronic

A Survey of Decision Fusion and Feature Fusion Strategies for Pattern Classification

Utthara Gosa Mangai et al.

IETE TECHNICAL REVIEW (2010)

Article Computer Science, Artificial Intelligence

Surveying stock market forecasting techniques - Part II: Soft computing methods

George S. Atsalakis et al.

EXPERT SYSTEMS WITH APPLICATIONS (2009)

Article Computer Science, Artificial Intelligence

Multi-data source fusion

Gilles Nachouki et al.

INFORMATION FUSION (2008)

Article Business, Finance

The risk return tradeoff in the long run: 1836-2003

Christian Lundblad

JOURNAL OF FINANCIAL ECONOMICS (2007)

Article Computer Science, Artificial Intelligence

A fusion model of HMM, ANN and GA for stock market forecasting

Md. Rafiul Hassan et al.

EXPERT SYSTEMS WITH APPLICATIONS (2007)

Article Business, Finance

International portfolio diversification benefits: Cross-country evidence from a local perspective

Joost Driessen et al.

JOURNAL OF BANKING & FINANCE (2007)

Article Computer Science, Artificial Intelligence

A new method of feature fusion and its application in image recognition

QS Sun et al.

PATTERN RECOGNITION (2005)

Article Physics, Multidisciplinary

Levels of complexity in financial markets

G Bonanno et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2001)

Article Engineering, Aerospace

The Omnibus model: A new model of data fusion?

M Bedworth et al.

IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE (2000)