Xiang Ma

418 total citations
21 papers, 255 citations indexed

About

Xiang Ma is a scholar working on Management Science and Operations Research, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Xiang Ma has authored 21 papers receiving a total of 255 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Management Science and Operations Research, 8 papers in Computer Vision and Pattern Recognition and 6 papers in Signal Processing. Recurrent topics in Xiang Ma's work include Stock Market Forecasting Methods (10 papers), Time Series Analysis and Forecasting (6 papers) and Energy Load and Power Forecasting (5 papers). Xiang Ma is often cited by papers focused on Stock Market Forecasting Methods (10 papers), Time Series Analysis and Forecasting (6 papers) and Energy Load and Power Forecasting (5 papers). Xiang Ma collaborates with scholars based in China, United States and Philippines. Xiang Ma's co-authors include Xuemei Li, Caiming Zhang, Caiming Zhang, Shuo Li, Qiang Guo, Hua Wang, Hua Wang, Xingtong Chen, Yuanfeng Zhou and Yepeng Liu and has published in prestigious journals such as Expert Systems with Applications, Pattern Recognition and Information Sciences.

In The Last Decade

Xiang Ma

19 papers receiving 252 citations

Peers

Countries citing papers authored by Xiang Ma

Since Specialization

Citations

This map shows the geographic impact of Xiang Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiang Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiang Ma more than expected).

Fields of papers citing papers by Xiang Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiang Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiang Ma. The network helps show where Xiang Ma may publish in the future.

Co-authorship network of co-authors of Xiang Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Xiang Ma. A scholar is included among the top collaborators of Xiang Ma based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xiang Ma. Xiang Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting 2025 ·Neural Networks ·(unknown), Yongli Xu, Xiang Ma, Xuemei Li, Caiming Zhang	4
2	Reinforcement learning-based portfolio optimization with deterministic state transition 2024 ·Information Sciences ·(unknown), (unknown), Xiang Ma, (unknown), Chaoran Cui	3
3	Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching 2024 ·Xiang Ma, Xuemei Li, (unknown), Caiming Zhang	1
4	TFformer: A time–frequency domain bidirectional sequence-level attention based transformer for interpretable long-term sequence forecasting 2024 ·Pattern Recognition ·(unknown), (unknown), Xiang Ma, Xuemei Li, Caiming Zhang	7
5	U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Xiang Ma, Xuemei Li, (unknown), (unknown), Caiming Zhang	11
6	A Parameter Adaptive Method for Image Smoothing 2024 ·Tsinghua Science & Technology ·(unknown), Xiang Ma, Xuemei Li	0
7	Asset correlation based deep reinforcement learning for the portfolio selection 2023 ·Expert Systems with Applications ·(unknown), Xiang Ma, Xuemei Li, Caiming Zhang	18
8	A representation learning framework for stock movement prediction 2023 ·Applied Soft Computing ·(unknown), Xiang Ma, Xuemei Li, Caiming Zhang	12
9	COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic 2023 ·Expert Systems with Applications ·(unknown), Xiang Ma, Hua Wang, Caiming Zhang, Xuemei Li	25
10	Dynamic graph construction via motif detection for stock prediction 2023 ·Information Processing & Management ·Xiang Ma, Xuemei Li, (unknown), (unknown), Caiming Zhang	8
11	Fuzzy hypergraph network for recommending top-K profitable stocks 2022 ·Information Sciences ·Xiang Ma, (unknown), Qiang Guo, Xuemei Li, Caiming Zhang	36
12	A stock price prediction method based on meta-learning and variational mode decomposition 2022 ·Knowledge-Based Systems ·(unknown), Xiang Ma, Shuo Li, Xuemei Li, Caiming Zhang	74
13	A Representation Learning Framework for Stock Movement Prediction 2022 ·SSRN Electronic Journal ·(unknown), Xiang Ma, Xuemei Li, Caiming Zhang	1
14	Image smoothing based on global sparsity decomposition and a variable parameter 2021 ·Computational Visual Media ·Xiang Ma, Xuemei Li, Yuanfeng Zhou, Caiming Zhang	14
15	Research on Quality Evaluation of Online Reservation Hotel APP Based on a RBF Neural Network and Support Vector Machine 2020 ·International Journal of Information Systems in the Service Sector ·Xiang Ma	2
16	Towards Green Mobile Edge Computing Offloading Systems with Security Enhancement 2020 ·Haijian Sun, Qun Wang, Xiang Ma, Yongjun Xu, Rose Qingyang Hu	2
17	Two‐stage image smoothing based on edge‐patch histogram equalisation and patch decomposition 2019 ·IET Image Processing ·Yepeng Liu, Xiang Ma, Xuemei Li, Caiming Zhang	8
18	Enhanced event recognition in video using image quality assessment 2012 ·John M. Irvine, (unknown), (unknown), (unknown), (unknown), (unknown), Xiang Ma, (unknown)	2
19	AVSS2011 demo session: GPU enabled Smart Video Node 2011 ·(unknown), (unknown), (unknown), Xiang Ma, (unknown)	1
20	Who, what, when, where, why and how in video analysis: an application centric view 2010 ·(unknown), (unknown), (unknown), Xiang Ma, (unknown)	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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