A Novel Approach to Short-Term Stock Price Movement Prediction using Transfer Learning

Large-Scale Whale-Call Classification by Transfer Learning on Multi-Scale Waveforms and Time-Frequency Features

(2019) Lilun Zhang et al.   Applied Sciences-Basel

Wind Power Short-Term Prediction Based on LSTM and Discrete Wavelet Transform

(2019) Yao Liu et al.   Applied Sciences-Basel

An Intelligent Event-Sentiment-Based Daily Foreign Exchange Rate Forecasting System

(2019) Muhammad Yasir et al.   Applied Sciences-Basel

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Deep learning with long short-term memory networks for financial market predictions

(2018) Thomas Fischer et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

SampleCNN: End-to-End Deep Convolutional Neural Networks Using Very Small Filters for Music Classification

(2018) Jongpil Lee et al.   Applied Sciences-Basel

Deep Region of Interest and Feature Extraction Models for Palmprint Verification Using Convolutional Neural Networks Transfer Learning

(2018) Mahdieh Izadpanahkakhk et al.   Applied Sciences-Basel

Deep learning-based feature engineering for stock price movement prediction

(2018) Wen Long et al.   KNOWLEDGE-BASED SYSTEMS

Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction

(2018) Hyejung Chung et al.   Sustainability

A feature weighted support vector machine and K-nearest neighbor algorithm for stock market indices prediction

(2017) Yingjun Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting price movements using technical indicators: Investigating the impact of varying input window length

(2017) Yauheniya Shynkevich et al.   NEUROCOMPUTING

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

(2017) Wei Bao et al.   PLoS One

An adaptive stock index trading decision support system

(2016) Wen-Chyuan Chiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Integrating metaheuristics and Artificial Neural Networks for improved stock price prediction

(2016) Mustafa Göçken et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting the Direction of Stock Market Index Movement Using an Optimized Artificial Neural Network Model

(2016) Mingyue Qiu et al.   PLoS One

Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

(2015) Jigar Patel et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modeling fitting-function-based fuzzy time series patterns for evolving stock index forecasting

(2014) You-Shyang Chen et al.   APPLIED INTELLIGENCE

Comparison of ARIMA and Artificial Neural Networks Models for Stock Price Prediction

(2014) Ayodele Ariyo Adebiyi et al.   Journal of Applied Mathematics

Automated news reading: Stock price prediction based on financial news using context-capturing features

(2013) Michael Hagenau et al.   DECISION SUPPORT SYSTEMS

CAST: Using neural networks to improve trading systems based on technical analysis by means of the RSI financial indicator

(2011) Alejandro Rodríguez-González et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using artificial neural network models in stock market index prediction

(2011) Erkam Guresen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Twitter mood predicts the stock market

(2011) Johan Bollen et al.   Journal of Computational Science

Forecasting stock markets using wavelet transforms and recurrent neural networks: An integrated system based on artificial bee colony algorithm

(2010) Tsung-Jung Hsieh et al.   APPLIED SOFT COMPUTING

Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange

(2010) Yakup Kara et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using support vector machine with a hybrid feature selection method to the stock trend prediction

(2009) Ming-Chi Lee   EXPERT SYSTEMS WITH APPLICATIONS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

(2008) George S. Atsalakis et al.   EXPERT SYSTEMS WITH APPLICATIONS