Works matching DE "STOCK price forecasting"

Results: 828

Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis.

Published in:

2025

By:

Narayana, Malineni Lakshmi;
Kartha, Arundhati J;
Mandal, Ankur Kumar;
P, Roshini;
Suresh, Akshaya;
Jose, Arun Cyril

Publication type:

Conference Paper/Materials

Enhancing Stock Price Forecasting with CNN-BiGRU-Attention: A Case Study on INDY.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2148, doi. 10.3390/math13132148

By:

Louisa, Madilyn;
Darmawan, Gumgum;
Tantular, Bertho

Publication type:

Article

Fractional Optimizers for LSTM Networks in Financial Time Series Forecasting.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2068, doi. 10.3390/math13132068

By:

Ez-zaiym, Mustapha;
Senhaji, Yassine;
Rachid, Meriem;
El Moutaouakil, Karim;
Palade, Vasile

Publication type:

Article

Stock price forecasting through symbolic dynamics and state transition graphs with a convolutional recurrent neural network architecture.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 20, p. 15855, doi. 10.1007/s00521-025-11325-z

By:

Mirza, Fuat Kaan;
Pekcan, Önder;
Hekimoğlu, Mustafa;
Baykaş, Tunçer

Publication type:

Article

ELinear: ensemble linear model for stock prediction.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 20, p. 15079, doi. 10.1007/s00521-025-11280-9

By:

Guo, Yi;
Guo, HongHong;
Gu, DeFeng

Publication type:

Article

MULTIPLES AND STOCK PRICE, NEW APPROACH FOR RELATIVE VALUATION THROUGH NEURAL NETWORK.

Published in:

Singapore Economic Review, 2025, v. 70, n. 4, p. 953, doi. 10.1142/S0217590820480045

By:

YAMIN, SAIRA;
GULZAR, SAQIB

Publication type:

Article

GARCH-LSTM for Stock Price Prediction Using Sentiment Analysis.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2261

By:

Guanghui Chen;
Li Wang

Publication type:

Article

Incorporating Media Coverage and the Impact of Geopolitical Events for Stock Market Predictions with Machine Learning.

Published in:

Journal of Risk & Financial Management, 2025, v. 18, n. 6, p. 288, doi. 10.3390/jrfm18060288

By:

Gude, Vinayaka;
Hsiao, Daniel

Publication type:

Article

Mining Frequent Sequences with Time Constraints from High-Frequency Data.

Published in:

International Journal of Financial Studies, 2025, v. 13, n. 2, p. 55, doi. 10.3390/ijfs13020055

By:

Tusień, Ewa;
Kwaśniewska, Alicja;
Weichbroth, Paweł

Publication type:

Article

Stock price patterns: Evidence from Amman bourse.

Published in:

International Journal of Islamic Marketing, 2025, v. 14, n. 2, p. 113

By:

MATAR, MOUSA SAEED

Publication type:

Article

PRICE FORECASTING AND ANALYSIS OF EXCHANGE TRADED FUNDS.

Published in:

International Journal of Finance, 2009, v. 21, n. 1, p. 5039

By:

Bollapragada, Ramesh;
Savin, Igor;
Kerbache, Laoucine

Publication type:

Article

An Investigation of Analysts' Praise of Management During Earnings Conference Calls.

Published in:

Journal of Behavioral Finance, 2017, v. 18, n. 1, p. 65, doi. 10.1080/15427560.2017.1276068

By:

Milian, Jonathan A.;
Smith, Antoinette L.

Publication type:

Article

Identifying the Transition from Efficient-Market to Herding Behavior: Using a Method from Econophysics.

Published in:

Journal of Behavioral Finance, 2016, v. 17, n. 2, p. 157, doi. 10.1080/15427560.2016.1170680

By:

Muñoz Torrecillas, María José;
Yalamova, Rossitsa;
McKelvey, Bill

Publication type:

Article

Dollar-Cost Averaging and Prospect Theory Investors: An Explanation for a Popular Investment Strategy.

Published in:

Journal of Behavioral Finance, 2011, v. 12, n. 1, p. 41, doi. 10.1080/15427560.2011.555029

By:

Dichtl, Hubert;
Drobetz, Wolfgang

Publication type:

Article

Investor Extrapolation and Expected Returns.

Published in:

Journal of Behavioral Finance, 2010, v. 11, n. 3, p. 150, doi. 10.1080/15427560.2010.507164

By:

He, Wen;
Shen, Jianfeng

Publication type:

Article

Exuberant Irrationality: Judging Financial Books by their Covers.

Published in:

Journal of Behavioral Finance, 2006, v. 7, n. 4, p. 186, doi. 10.1207/s15427579jpfm0704_1

By:

Coors, Andrew;
Speidell, Lawrence

Publication type:

Article

A Causal Time-Series Model Based on Multilayer Perceptron Regression for Forecasting Taiwan Stock Index.

Published in:

International Journal of Information Technology & Decision Making, 2019, v. 18, n. 6, p. 1967, doi. 10.1142/S0219622019500421

By:

Chen, Tai-Liang;
Cheng, Ching-Hsue;
Liu, Jing-Wei

Publication type:

Article

Forecasting Chinese Stock Market Prices using Baidu Search Index with a Learning-Based Data Collection Method.

Published in:

International Journal of Information Technology & Decision Making, 2019, v. 18, n. 5, p. 1605, doi. 10.1142/S0219622019500287

By:

Dong, Jichang;
Dai, Wei;
Liu, Ying;
Yu, Lean;
Wang, Jie

Publication type:

Article

Research on Knowledge Discovery and Stock Forecasting of Financial News Based on Domain Ontology.

Published in:

International Journal of Information Technology & Decision Making, 2019, v. 18, n. 3, p. 953, doi. 10.1142/S0219622019500160

By:

Zhao, Minghui;
Zhang, Lingling;
Feng, Zili

Publication type:

Article

A Language for Financial Chart Patterns.

Published in:

International Journal of Information Technology & Decision Making, 2018, v. 17, n. 5, p. 1537, doi. 10.1142/S0219622018500347

By:

Zhu, Jiajun;
Wan, Yuqing;
Si, Yain-Whar

Publication type:

Article

A CNN-LSTM Stock Prediction Model Based on Genetic Algorithm Optimization.

Published in:

Asia-Pacific Financial Markets, 2024, v. 31, n. 2, p. 205, doi. 10.1007/s10690-023-09412-z

By:

Baek, Heon

Publication type:

Article

Effectiveness of Stochastic Neural Network for Prediction of Fall or Rise of TOPIX.

Published in:

Asia-Pacific Financial Markets, 2003, v. 10, n. 2/3, p. 187, doi. 10.1007/s10690-005-6010-4

By:

Kamitsuji, Shigeo;
Shibata, Ritei

Publication type:

Article

Is Volatility the Best Predictor of Market Crashes?

Published in:

Asia-Pacific Financial Markets, 2003, v. 10, n. 2/3, p. 163, doi. 10.1007/s10690-005-6009-x

By:

Tsuji, Chikashi

Publication type:

Article

Quadratic-Variation-Based Dynamic Strategies.

Published in:

Management Science, 1995, v. 41, n. 4, p. 722, doi. 10.1287/mnsc.41.4.722

By:

Bick, Avi

Publication type:

Article

Off Track: The Disappearance of Tracking Stocks.

Published in:

Journal of Applied Corporate Finance, 2014, v. 26, n. 4, p. 98, doi. 10.1111/jacf.12094

By:

Davidson, Travis;
Harper, Joel

Publication type:

Article

Security price responses to unexpected earnings: a nonparametric investigation.

Published in:

Statistical Methods & Applications, 2011, v. 20, n. 2, p. 241, doi. 10.1007/s10260-010-0159-3

By:

Gao, Lei;
Wang, Li

Publication type:

Article

A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 3, p. 590, doi. 10.3390/math11030590

By:

Zaheer, Shahzad;
Anjum, Nadeem;
Hussain, Saddam;
Algarni, Abeer D.;
Iqbal, Jawaid;
Bourouis, Sami;
Ullah, Syed Sajid

Publication type:

Article

Forecasting Applied to the Electricity, Energy, Gas and Oil Industries: A Systematic Review.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 21, p. 3930, doi. 10.3390/math10213930

By:

Todorov, Ivan Borisov;
Sánchez Lasheras, Fernando

Publication type:

Article

Using Financial News Sentiment for Stock Price Direction Prediction.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 13, p. 2156, doi. 10.3390/math10132156

By:

Fazlija, Bledar;
Harder, Pedro

Publication type:

Article

Stock Price Forecasting with Deep Learning: A Comparative Study.

Published in:

Mathematics (2227-7390), 2020, v. 8, n. 9, p. 1441, doi. 10.3390/math8091441

By:

Shahi, Tej Bahadur;
Shrestha, Ashish;
Neupane, Arjun;
Guo, William

Publication type:

Article

A Multi-Feature Stock Index Forecasting Approach Based on LASSO Feature Selection and Non-Stationary Autoformer.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2059, doi. 10.3390/electronics14102059

By:

Sheng, Zibin;
Liu, Qingyang;
Hu, Yanrong;
Liu, Hongjiu

Publication type:

Article

Neural Network-Based CSI300 Stock Prediction: Feature Importance and Attention Mechanism Analysis.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1729, doi. 10.3390/electronics14091729

By:

Seo, Kanghyeon;
Dong, Zhipeng;
Song, Yoojeong

Publication type:

Article

Dynamic Energy Cascading Model for Stock Price Prediction in Enterprise Association Networks.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 6, p. 1221, doi. 10.3390/electronics14061221

By:

Zhang, Peijie;
He, Saike;
Luo, Jun;
Yang, Yi;
Yuan, Qiaoqiao;
Huang, Yuqi;
Peng, Yichun;
Zeng, Daniel Dajun

Publication type:

Article

Deep Convolutional Transformer Network for Stock Movement Prediction.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 21, p. 4225, doi. 10.3390/electronics13214225

By:

Xie, Li;
Chen, Zhengming;
Yu, Sheng

Publication type:

Article

Predicting Economic Trends and Stock Market Prices with Deep Learning and Advanced Machine Learning Techniques.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 17, p. 3396, doi. 10.3390/electronics13173396

By:

Chang, Victor;
Xu, Qianwen Ariel;
Chidozie, Anyamele;
Wang, Hai

Publication type:

Article

Stock Price Prediction Using Candlestick Patterns and Sparrow Search Algorithm.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 4, p. 771, doi. 10.3390/electronics13040771

By:

Chen, Xiaozhou;
Hu, Wenping;
Xue, Lei

Publication type:

Article

Forecasting Significant Stock Market Price Changes Using Machine Learning: Extra Trees Classifier Leads.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 21, p. 4551, doi. 10.3390/electronics12214551

By:

Pagliaro, Antonio

Publication type:

Article

Improved BIGRU Model and Its Application in Stock Price Forecasting.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 12, p. 2718, doi. 10.3390/electronics12122718

By:

Duan, Yuanshuai;
Liu, Yuanxin;
Wang, Yi;
Ren, Shangsheng;
Wang, Yibo

Publication type:

Article

A Hybrid Model to Predict Stock Closing Price Using Novel Features and a Fully Modified Hodrick–Prescott Filter.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 21, p. 3588, doi. 10.3390/electronics11213588

By:

Ilyas, Qazi Mudassar;
Iqbal, Khalid;
Ijaz, Sidra;
Mehmood, Abid;
Bhatia, Surbhi

Publication type:

Article

A Deep Learning Method for the Detection and Compensation of Outlier Events in Stock Data.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 21, p. 3465, doi. 10.3390/electronics11213465

By:

Naidoo, Vashalen;
Du, Shengzhi

Publication type:

Article

Predicting Close Price in Emerging Saudi Stock Exchange: Time Series Models.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 21, p. 3443, doi. 10.3390/electronics11213443

By:

Al-Nefaie, Abdullah H.;
Aldhyani, Theyazn H. H.

Publication type:

Article

Information Environment Quantifiers as Investment Analysis Basis.

Published in:

Economies, 2022, v. 10, n. 10, p. 232, doi. 10.3390/economies10100232

By:

Rodionov, Dmitry G.;
Pashinina, Polina A.;
Konnikov, Evgenii A.;
Konnikova, Olga A.

Publication type:

Article

Stock Price Forecasting for Jordan Insurance Companies Amid the COVID-19 Pandemic Utilizing Off-the-Shelf Technical Analysis Methods.

Published in:

Economies, 2022, v. 10, n. 2, p. 43, doi. 10.3390/economies10020043

By:

Altarawneh, Ghada A.;
Hassanat, Ahmad B.;
Tarawneh, Ahmad S.;
Abadleh, Ahmad;
Alrashidi, Malek;
Alghamdi, Mansoor

Publication type:

Article

Stock Price Prediction in the Financial Market Using Machine Learning Models.

Published in:

Computation, 2025, v. 13, n. 1, p. 3, doi. 10.3390/computation13010003

By:

Teixeira, Diogo M.;
Barbosa, Ramiro S.

Publication type:

Article

Forecasting Economic Recession through Share Price in the Logistics Industry with Artificial Intelligence (AI).

Published in:

Computation, 2020, v. 8, n. 3, p. 70, doi. 10.3390/computation8030070

By:

Tang, YM;
Chau, Ka-Yin;
Li, Wenqiang;
Wan, TW

Publication type:

Article

Multi-feature stock price prediction by LSTM networks based on VMD and TMFG.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01127-4

By:

Zhang, Zhixin;
Liu, Qingyang;
Hu, Yanrong;
Liu, Hongjiu

Publication type:

Article

Testing the martingale hypothesis for futures prices: Implications for hedgers.

Published in:

Journal of Futures Markets, 2008, v. 28, n. 11, p. 1040, doi. 10.1002/fut.20343

By:

De Goyet, Cédric De Ville;
Dhaene, Geert;
Sercu, Piet

Publication type:

Article

Dynamic trading value at risk: Futures floor trading.

Published in:

Journal of Futures Markets, 2006, v. 26, n. 12, p. 1217, doi. 10.1002/fut.20239

By:

Lee, Jongdoo;
Locke, Peter

Publication type:

Article

MARKET VOLATILITY AND THE DEMAND FOR HEDGING IN STOCK INDEX FUTURES.

Published in:

Journal of Futures Markets, 2000, v. 20, n. 2, p. 105, doi. 10.1002/(SICI)1096-9934(200002)20:2<105::AID-FUT1>3.0.CO;2-Q

By:

Chang, Eric;
Chou, Ray Y.

Publication type:

Article

EX ANTE BASIS RISK IN THE LIVE HOG FUTURES CONTRACT: HAS HEDGERS' RISK INCREASED?

Published in:

Journal of Futures Markets, 1996, v. 16, n. 4, p. 421, doi. 10.1002/(SICI)1096-9934(199606)16:4<421::AID-FUT4>3.0.CO;2-K

By:

Garcia, Philip;
Sanders, Dwight R.

Publication type:

Article