Technical analysis and sentiment embeddings for market trend prediction

A Picasso, S Merello, Y Ma, L Oneto… - Expert Systems with …, 2019 - Elsevier
Stock market prediction is one of the most challenging problems which has been distressing
both researchers and financial analysts for more than half a century. To tackle this problem …

Predicting stock market price movement using sentiment analysis: Evidence from Ghana

IK Nti, AF Adekoya, BA Weyori - Applied Computer Systems, 2020 - sciendo.com
Predicting the stock market remains a challenging task due to the numerous influencing
factors such as investor sentiment, firm performance, economic factors and social media …

[PDF][PDF] An Efficient Stock Market Trend Prediction Using the Real-Time Stock Technical Data and Stock Social Media Data.

LP Maguluri, R Rengaswamy - International Journal of Intelligent …, 2020 - inass.org
Stock market trend prediction is one of the major issues which have been problematic to
both financial analysts and scientific research on real-time streamingdata. Also, forecasting …

“Darling, time horizon matters”: applying the CNN-LSTM method for predicting US equity ETFs

W Lin - Applied Economics Letters, 2024 - Taylor & Francis
The paper uses a hybrid model of convolutional neural network and long short-term memory
(CNN-LSTM) to examine the impact of the prediction (or input) window length on the …

[PDF][PDF] ВЫПУСКНАЯ КВАЛИФИКАЦИОННАЯ РАБОТА (БАКАЛАВРИАТ)

Н Садкова - 2019 - nauchkor.ru
Эффективное управление персоналом строится на основе анализа трудовых
показателей и разработке мероприятий по устранению выявленных узких мест …

New approach to feature generation by complex-valued econometrics and sentiment analysis for stock-market prediction

D Baryev, I Konovalov, N Voinov - International Conference Cyber …, 2019 - Springer
The theory of complex-valued econometrics makes it possible to generate qualitatively new
features that can be used in machine learning algorithms. Our study reveals the task of …

[PDF][PDF] Revealing the promise of predictive analytics in management accounting: a strategic analysis of the value-added potential

S Koren - unipub.uni-graz.at
With the advent of the digital era a plethora of technically induced disruptions of products,
processes and business models have emerged. Along with these shifting paradigms in the …