Essential tensor learning for multimodal information-driven stock movement prediction

DTDR-ALSTM: Extracting dynamic time-delays to reconstruct multivariate data for improving attention-based LSTM industrial time series prediction models

(2020) Jince Li et al.   KNOWLEDGE-BASED SYSTEMS

Temporal Relational Ranking for Stock Prediction

(2019) Fuli Feng et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm

(2019) Canyi Lu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Improving stock market prediction via heterogeneous information fusion

(2018) Xi Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Aggregating multiple types of complex data in stock market prediction: A model-independent framework

(2018) Huiwen Wang et al.   KNOWLEDGE-BASED SYSTEMS

Deep learning-based feature engineering for stock price movement prediction

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

A Nonconvex Relaxation Approach to Low-Rank Tensor Completion

(2018) Xiongjun Zhang   IEEE Transactions on Neural Networks and Learning Systems

Stock market one-day ahead movement prediction using disparate data sources

(2017) Bin Weng et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Tensor-Based Information Framework for Predicting the Stock Market

(2016) Qing Li et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Most Tensor Problems Are NP-Hard

(2013) Christopher J. Hillar et al.   JOURNAL OF THE ACM

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

(2013) Misha E. Kilmer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

A tensor higher-order singular value decomposition for prestack seismic data noise reduction and interpolation

(2012) Nadia Kreimer et al.   GEOPHYSICS

Tensor-Train Decomposition

(2011) I. V. Oseledets   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Third-Order Tensors as Linear Operators on a Space of Matrices

(2010) Karen Braman   LINEAR ALGEBRA AND ITS APPLICATIONS

Factorization strategies for third-order tensors

(2010) Misha E. Kilmer et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

A quantitative stock prediction system based on financial news

(2009) Robert P. Schumaker et al.   INFORMATION PROCESSING & MANAGEMENT

Tucker Dimensionality Reduction of Three-Dimensional Arrays in Linear Time

(2008) I. V. Oseledets et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS