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Publications

Journal

  • S. Mao, X. Zeng. SimVGNets: Similarity-Based Visibility Graph Networks for Carbon Price Forecasting. Expert Systems With Applications 230 (2023) 120647.

  • S. Mao, X. Zeng. Multiplex Convolutional Visibility Graph Networks for Multivariate Carbon Price Forecasting. IEEE Transactions on Knowledge and Data Engineering (Under Review).

  • S. Mao, X. Zeng. DVGNets: Differential Visibility Graph Networks for Time Series Forecasting. Knowledge-Based Systems (Under Review).

  • S. Mao, Y. Deng, D. Pelusi. Alternatives selection for produced water management: A network-based methodology. Engineering Applications of Artificial Intelligence 91 (2020) 103556.

  • S. Mao, Y. Han, Y. Deng, D. Pelusi. A hybrid DEMATEL-FRACTAL method of handling dependent evidences. Engineering Applications of Artificial Intelligence 91 (2020) 103543.

  • S. Mao, F. Xiao. Time series forecasting based on complex network analysis. IEEE Access 7 (2019) 40220-40229.

  • S. Mao, F. Xiao. A novel method for forecasting Construction Cost Index based on complex network. Physica A: Statistical Mechanics and its Applications 527 (2019) 121306.

  • S. Mao, F. Xiao, Z. Cao, D. Pelusi. An adaptive visibility graph power averaging aggregation (AVGPA) operator and its application in financial time series. Soft Computing (Under review).

  • C. Tseng, S. Lee, J. Feng, S. Mao Y. Wu, J. Shang, X. Zeng. UPANets: Learning from the Universal Pixel Attention Neworks. Entropy 24 (2022) 1243.

  • J. Shang, X. Zeng, Y. Wu, S. Mao and C. Tseng. A machine learning approach for functional data classification based on unified basis functions. Information Sciences (Under Review).

Conference

  • S. Mao, X. Zeng. Learning Visibility Attention Graph Representation for Time Series Forecasting. Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023).

  • S. Mao, X. Zeng. AVGNets: Angular Visibility Graph Networks with Probability Attention for Time Series Forecasting. IJCAI 2023 Workshop on Artificial Intelligence for Time Series Analysis (AI4TS).

  • S. Mao, C. Tseng, J. Shang, Y. Wu, X. Zeng. Construction Cost Index Prediction: A Visibility Graph Network Method. 2021 International Joint Conference on Neural Networks (IJCNN 2021).

  • Y. Wu, C. Tseng, J. Shang, S. Mao, N. Goran, X. Zeng. EDU-level Extractive Summarization with Varying Summary Lengths. Findings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023).