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Stock Market Prediction

Papers

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Showing 51–100 of 104 papers

TitleStatusHype
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization—0
Stock Market Prediction using Natural Language Processing -- A Survey—0
Stock Market Prediction via Deep Learning Techniques: A Survey—0
Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading—0
Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets—0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm—0
Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction—0
Trend-encoded Probabilistic Multi-order Model: A Non-Machine Learning Approach for Enhanced Stock Market Forecasts—0
Twitter Geolocation using Knowledge-Based Methods—0
U-CNNpred: A Universal CNN-based Predictor for Stock Markets—0
Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction—0
A Comparative Predicting Stock Prices using Heston and Geometric Brownian Motion Models—0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation—0
A comparative study of Different Machine Learning Regressors For Stock Market Prediction—0
Aggregating multiple types of complex data in stock market prediction: A model-independent framework—0
A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting—0
A Machine Learning Model for Stock Market Prediction—0
A new approach for trading based on Long Short Term Memory technique—0
An Experiment in Integrating Sentiment Features for Tech Stock Prediction in Twitter—0
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments—0
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions—0
Application of Deep Q-Network in Portfolio Management—0
Ascertaining price formation in cryptocurrency markets with DeepLearning—0
Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure—0
Classi-Fly: Inferring Aircraft Categories from Open Data using Machine Learning—0
CNNPred: CNN-based stock market prediction using several data sources—0
Collective Opinion Target Extraction in Chinese Microblogs—0
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning—0
Deep learning for Stock Market Prediction—0
Dialog System Using Real-Time Crowdsourcing and Twitter Large-Scale Corpus—0
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints—0
Distributed Stochastic Bandit Learning with Delayed Context Observation—0
Do Weibo platform experts perform better at predicting stock market?—0
Enhancing Financial Data Visualization for Investment Decision-Making—0
Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data—0
Feature selection and regression methods for stock price prediction using technical indicators—0
Exploiting Social Relations and Sentiment for Stock Prediction—0
Exploiting Topic based Twitter Sentiment for Stock Prediction—0
FinVision: A Multi-Agent Framework for Stock Market Prediction—0
Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction—0
Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction—0
GRUvader: Sentiment-Informed Stock Market Prediction—0
Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data—0
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction—0
Identifying Trades Using Technical Analysis and ML/DL Models—0
Improvement of VerbNet-like resources by frame typing—0
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network—0
Indian Stock Market Prediction using Augmented Financial Intelligence ML—0
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach—0
Knowledge-Driven Event Embedding for Stock Prediction—0
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All datasetsAstockstocknetS&P 500

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRL&SDPG&FactorsAccuray75.4—Unverified
2SDPG&FactorsAccuray73.12—Unverified
3SRL&FactorsAccuray69.48—Unverified
4Chinese Pert Large (News+Factors)Accuray67.37—Unverified
5SRLAccuray66.89—Unverified
6Chinese Lert Large (News+Factors)Accuray66.36—Unverified
7SRL&SDPGAccuray66.1—Unverified
8Chinese Pert Large (News)Accuray65.09—Unverified
9Chinese Lert Large (News)Accuray64.37—Unverified
10Factos OnlyAccuray63.74—Unverified
#ModelMetricClaimedVerifiedStatus
1HOTF10.72—Unverified
2MAN-SFF10.61—Unverified
3StockNetF10.58—Unverified
4Adversarial LSTMF10.57—Unverified
5HATSF10.56—Unverified
#ModelMetricClaimedVerifiedStatus
1LSTMAverage daily returns0.64—Unverified