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Xiang Ma

Shandong University

27 Shanda Nanlu

South Rd.

Jinan, SD 250100

China

  • Shandong University

SCHOLARLY PAPERS

3

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401

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

A Representation Learning Framework for Stock Movement Prediction

Number of pages: 16 Posted: 07 May 2022
Wenzhi Feng, Xiang Ma, Xuemei Li and Caiming Zhang
Shandong University, Shandong University, Shandong University and Shandong University
Downloads 263 (294,135)

Abstract:

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Stock movement predictionDeep learningrepresentation LearningHybrid encoding networkData augmentation

2.

Td-Hcn: A Trend-Driven Hypergraph Convolutional Network for Stock Recommendation

Number of pages: 25 Posted: 25 Apr 2024
Lexin Fang, Caiming Zhang, Xiang Ma, Tianlong Zhao, Qiang Guo and Xuemei Li
Shandong University, Shandong University, Shandong University, Shandong University, Shandong University and Shandong University
Downloads 80 (816,709)

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Stock Recommendation, Prior-Constrained Relational Learning, Disentangled Representation Learning, Hypergraph Convolutional Network

3.

Long Time Series Forecasting Network Based on Multi-Period Decomposition

Number of pages: 19 Posted: 18 Dec 2024
Litian Xu, Zhongwu Xu and Xiang Ma
University of Exeter, Shandong University and Shandong University
Downloads 58 (1,000,027)

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Time Series Forecasting, Multi-period decomposition, Time-frequency domain modeling, Time order information