Prediction of the Bombay Stock Exchange (BSE) Market Returns Using Artificial Neural Network and Genetic Algorithm

Journals Menu

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Intelligent Learning Systems and Applications

ISSN Print: 2150-8402
ISSN Online: 2150-8410
www.scirp.org/journal/jilsa
E-mail: jilsa@scirp.org

Google-based Impact Factor: 1.5
Citations h5-index & Ranking*

Journals Menu

"Prediction of the Bombay Stock Exchange (BSE) Market Returns Using Artificial Neural Network and Genetic Algorithm"
written by Yusuf Perwej, Asif Perwej,
published by Journal of Intelligent Learning Systems and Applications, Vol.4 No.2, 2012

has been cited by the following article(s):

Google Scholar
CrossRef

[1]	Impact of corporate social responsibility on financial performance of energy firms in India
	International Journal of Business …, 2022

[2]	Effective forecasting of stock market price by using extreme learning machine optimized by PSO-based group oriented crow search algorithm
	Neural Computing and …, 2022

[3]	Closing Price Prediction of Nifty Stock Using LSTM with Dense Network
	Advances in Distributed Computing and Machine …, 2022

[4]	Stock market forecasting using intrinsic time-scale decomposition in fusion with cluster based modified CSA optimized ELM
	Journal of King Saud University-Computer …, 2021

[5]	Modelización de los precios de las acciones de Apple, MIcrosoft, Amazon y Google utilizando redes neuronales LSTM.
	2021

[6]	Chronological penguin Adam-based deep long short-term memory classifier for stock market prediction
	International Journal of Intelligent …, 2021

[7]	Closing Price Prediction of Nifty Stock Using LSTM with Dense Network⋆
	Conference Paper, 2021

[8]	A Repairing Artificial Neural Network Model-Based Stock Price Prediction
	2021

[9]	Gamma Scalping using Neural Network with Heikinashi Transformed Data and its Performance
	2021

[10]	Big Data Analysis for Trend Recognition Using Machine Learning Techniques
	2020

[11]	Finding Efficient Stocks in BSE100: Implementation of Buffet Approach
	2020

[12]	A survey on machine learning for stock price prediction: algorithms and techniques
	2020

[13]	A FUSION APPROACH AIMED AT FORECASTING OF STOCK PRICE EXCHANGE USING SUPERVISED MACHINE LEARNING ALGORITHM
	2020

[14]	Strong coupling between distant photonic nanocavities via dark whispering gallery modes
	Optics Express, 2020

[15]	An Evolutionary Approach to Bombay Stock Exchange Prediction with Deep Learning Technique
	IOSR Journal of Business and Management, 2019

[16]	Short-Term Time Series Modelling Forecasting Using Genetic Algorithm
	2019

[17]	Forecast on Close Stock Market Prediction using Support Vector Machine (SVM)
	International Journal of Engineering Research & Technology, 2019

[18]	A systematic review of fundamental and technical analysis of stock market predictions
	2019

[19]	Predicting Stock Market Index Using Hybrid Intelligence Model
	2018

[20]	Soft computing and bio inspired computing techniques for stock market prediction-A comprehensive survey
	2018

[21]	Combining NeuroEvolution and Principal Component Analysis to trade in the financial markets
	Expert Systems with Applications, 2018

[22]	Forward Forecast of Stock Price Using Sliding-window Metaheuristic-optimized Machine Learning Regression
	2018

[23]	Forecasting financial series using clustering methods and support vector regression
	Artificial Intelligence Review, 2018

[24]	A prediction based model for forex markets combining Genetic Algorithms and Neural Networks
	2018

[25]	A Hybrid Approach Using Machine Learning Algorithm for Prediction of Stock Arcade Price Index
	2018

[26]	Soft computing and bio inspired computing techniques for stock market prediction–A comprehensive survey
	International Journal of Engineering and Technology, 2018

[27]	Computer and Information Sciences
	2017

[28]	Hybridizing extreme learning machine and bio-inspired computing approaches for improved stock market forecasting
	2017

[29]	An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average
	International Symposium on Neural Networks, 2017

[30]	Stock price prediction using neural network models based on tweets sentiment scores
	2017

[31]	Exchange rate prediction model analysis based on improved artificial neural network algorithm
	2016

[32]	Hybrid Prediction Models For Stock Market
	2016

[33]	Forecasting Stock Market predictions using Artificial Neural Network Models: A Survey
	2016

[34]	Tailings saturation line prediction based on genetic algorithm and BP neural network
	Journal of Intelligent & Fuzzy Systems, 2016

[35]	Prediction of Regional Economic Growth in East Kalimantan using Genetic Algorithm
	2016

[36]	The Pursuit of Relevance: Studies on the Relationships between Accounting and Users
	Thesis, 2016

[37]	Dynamically Hedging Oil and Currency Futures Using Receding Horizontal Control and Stochastic Programming
	Walden Dissertations and Doctoral Studies, 2015

[38]	A Genetic-Based Backpropagation Neural Network for Forecasting in Time-Series Data
	2015

[39]	An Artificial Neural Network Approach on Improving Relative Valuation Accuracy for Bank Stocks in India
	Asian Research Journal of Business Management, 2015

[40]	Stock Market Index Prediction by Hybrid Neuro-Genetic Data Mining Technique
	2015

[41]	Integrating Metaheuristics and Artificial Neural Networks for improved Stock Price Prediction
	Expert Systems with Applications, 2015

[42]	Exchange Rate Forecasting using ARIMA, Neural Network and Fuzzy Neuron
	Journal of Stock & Forex Trading, 2015

[43]	Comparing of ARIMA and RBFNN for short-term forecasting
	International journal of advances in intelligent informatics, 2015

[44]	Portfolio Analysis of Major Mining Industries using Artificial Neural Networks
	Thesis, 2015

[45]	Exchange rate forecasting using ARIMA
	Stock & Forex Trading, 2015

[46]	Analyzing and Predicting Stock Market Using Data Mining techniques–A Review
	2015

[47]	Analyzing and Predicting Stock Market Using Data Mining Techniques
	2015

[48]	Hybrid of neuro-fuzzy inference system and quantum genetic algorithm for prediction in stock market
	Issues in Business Management and Economics (IBME), 2014

[49]	Stock Price Prediction Using Artificial Neural Network
	MB Patel, SR Yalamalle - ijirset.com, 2014

[50]	Predictive Model for ECX Coffee Contracts
	Thesis, 2014

[51]	Asian Research Consortium
	Asian Journal of Research in Banking and Finance, 2014

[52]	Refining Ohlson Model for Valuing Bank Stocks-An Artificial neural network Approach
	Independent Business Review, 2014

[53]	A solution for forecasting pet chips prices for both short-term and long-term price forcasting, using genetic programming
	The 2013 International Conference on Artificial Intelligence, 2013

[54]	Prediction of Gold Bullion Return Using Garch Family and Artificial Neural Network Models
	Asian Journal of Research in Business Economics and Management, 2013

[55]	A Comparative Study on Financial Stock Market Prediction Models
	MAB Suthar, MHR Patel, SM Parikh - theijes.com, 2012

[1]	Enhancement of Neural Networks Model’s Predictions of Currencies Exchange Rates by Phase Space Reconstruction and Harris Hawks’ Optimization Computational Economics, 2024 DOI:10.1007/s10614-023-10361-y

[2]	A Breast Cancer Diagnosis Framework Based on Machine Learning International Journal of Scientific Research in Science, Engineering and Technology, 2023 DOI:10.32628/IJSRSET2310375

[3]	Tropical Convolutional Neural Networks (TCNNs) Based Methods for Breast Cancer Diagnosis International Journal of Scientific Research in Science and Technology, 2023 DOI:10.32628/IJSRST523103183

[4]	Predicting stock market using machine learning: best and accurate way to know future stock prices International Journal of System Assurance Engineering and Management, 2023 DOI:10.1007/s13198-022-01811-1

[5]	Enhancement of Neural Networks Model’s Predictions of Currencies Exchange Rates by Phase Space Reconstruction and Harris Hawks’ Optimization Computational Economics, 2023 DOI:10.1007/s10614-023-10361-y

[6]	ARIMA Model based Time Series Modelling and Prediction of Foreign Exchange Rate against US Dollar 2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC), 2022 DOI:10.1109/ASSIC55218.2022.10088356

[7]	Effective forecasting of stock market price by using extreme learning machine optimized by PSO-based group oriented crow search algorithm Neural Computing and Applications, 2022 DOI:10.1007/s00521-021-06403-x

[8]	Stock market forecasting using intrinsic time-scale decomposition in fusion with cluster based modified CSA optimized ELM Journal of King Saud University - Computer and Information Sciences, 2022 DOI:10.1016/j.jksuci.2021.10.004

[9]	Stock Prediction Using Machine Learning Algorithms International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2022 DOI:10.32628/CSEIT22855

[10]	LSTM Model based Time Series Modelling and Prognosis of Foreign Exchange Rates against US Dollar 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), 2022 DOI:10.1109/MysuruCon55714.2022.9972690

[11]	LSTM Model based Time Series Modelling and Prognosis of Foreign Exchange Rates against US Dollar 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), 2022 DOI:10.1109/MysuruCon55714.2022.9972690

[12]	Stock Prediction Using Machine Learning Algorithms International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2022 DOI:10.32628/CSEIT22855

[13]	Gamma Scalping using Neural Network with Heikinashi Transformed Data and its Performance International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2021 DOI:10.32628/CSEIT217152

[14]	New Trends in Computational Vision and Bio-inspired Computing 2020 DOI:10.1007/978-3-030-41862-5_104

[15]	A systematic review of fundamental and technical analysis of stock market predictions Artificial Intelligence Review, 2019 DOI:10.1007/s10462-019-09754-z

[16]	Combining NeuroEvolution and Principal Component Analysis to trade in the financial markets Expert Systems with Applications, 2018 DOI:10.1016/j.eswa.2018.03.012

[17]	Forward Forecast of Stock Price Using Sliding-Window Metaheuristic-Optimized Machine-Learning Regression IEEE Transactions on Industrial Informatics, 2018 DOI:10.1109/TII.2018.2794389

[18]	Hybridizing extreme learning machine and bio-inspired computing approaches for improved stock market forecasting 2017 International Artificial Intelligence and Data Processing Symposium (IDAP), 2017 DOI:10.1109/IDAP.2017.8090336

[19]	Exchange rate prediction model analysis based on improved artificial neural network algorithm 2016 International Conference on Communication and Electronics Systems (ICCES), 2016 DOI:10.1109/CESYS.2016.7889912

[20]	Integrating metaheuristics and Artificial Neural Networks for improved stock price prediction Expert Systems with Applications, 2016 DOI:10.1016/j.eswa.2015.09.029

[21]	Tailings saturation line prediction based on genetic algorithm and BP neural network Journal of Intelligent & Fuzzy Systems, 2016 DOI:10.3233/IFS-151905

[22]	A genetic-based backpropagation neural network for forecasting in time-series data 2015 International Conference on Science in Information Technology (ICSITech), 2015 DOI:10.1109/ICSITech.2015.7407796

[23]	Comparing of ARIMA and RBFNN for short-term forecasting International Journal of Advances in Intelligent Informatics, 2015 DOI:10.26555/ijain.v1i1.10

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Intelligent Learning Systems and Applications

Journal of Intelligent Learning Systems and Applications

Journals Menu

Home

About SCIRP

Service

Policies