A novel text-based framework for forecasting agricultural futures using massive online news headlines

Economic policy uncertainty and grain futures price volatility: evidence from China

(2019) Xiaoyong Xiao et al.   China Agricultural Economic Review

Forecasting realized volatility of agricultural commodity futures with infinite Hidden Markov HAR models

(2019) Jiawen Luo et al.   INTERNATIONAL JOURNAL OF FORECASTING

USDA Announcement Effects in Real-Time

(2018) Michael K Adjemian et al.   AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS

Long-term stock index forecasting based on text mining of regulatory disclosures

(2018) Stefan Feuerriegel et al.   DECISION SUPPORT SYSTEMS

Effect of Weather on Agricultural Futures Markets on the Basis of DCCA Cross-Correlation Coefficient Analysis

(2016) Guangxi Cao et al.   FLUCTUATION AND NOISE LETTERS

A hybrid grid-GA-based LSSVR learning paradigm for crude oil price forecasting

(2015) Lean Yu et al.   NEURAL COMPUTING & APPLICATIONS

A short-term load forecasting model of natural gas based on optimized genetic algorithm and improved BP neural network

(2014) Feng Yu et al.   APPLIED ENERGY

Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures

(2014) Yang Bao et al.   MANAGEMENT SCIENCE

Cross-market soybean futures price discovery: does the Dalian Commodity Exchange affect the Chicago Board of Trade?

(2013) Liyan Han et al.   QUANTITATIVE FINANCE

A novel hybrid ensemble learning paradigm for nuclear energy consumption forecasting

(2012) Ling Tang et al.   APPLIED ENERGY

A case study on a hybrid wind speed forecasting method using BP neural network

(2011) Zhen-hai Guo et al.   KNOWLEDGE-BASED SYSTEMS