A decomposition-based forecasting method with transfer learning for railway short-term passenger flow in holidays.

Jian Ma 0009 Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China City University of Hong Kong, Hong Kong http://userweb.swjtu.edu.cn/Userweb/majian/index.htm https://orcid.org/0000-0002-1056-8519 https://ieeexplore.ieee.org/author/37716884400 Jian Ma Jian Ma 0001 Wuxi Sensingnet Industralization Research Institute, China Beijing University of Posts and Telecommunications, State Key Laboratory of Networking and Switching Technology, China Nokia Research Center, Beijing, China Helsinki University of Technology, Finland Jian Ma 0002 University of Electronic Science and Technology of China, School of Microelectronics and Solid-State Electronics, Chengdu, China Jian Ma 0003 Shanghai Ocean University, College of Marine Sciences, China https://scholar.google.com/citations?user=TCtLutkAAAAJ https://orcid.org/0000-0002-9091-2040 https://www.wikidata.org/entity/Q58351742 https://www.researcherid.com/rid/K-5228-2013 Jian Ma 0004 Carnegie Mellon University, Computational Biology Department, Pittsburgh, PA, USA University of Illinois at Urbana-Champaign, IL, USA University of California at Santa Cruz, CA, USA Pennsylvania State University, PA, USA http://www.cs.cmu.edu/~jianma/ https://scholar.google.com/citations?user=nDw9v78AAAAJ https://en.wikipedia.org/wiki/Jian_Ma_(computational_biologist) https://twitter.com/jmuiuc https://orcid.org/0000-0002-4202-5834 https://www.wikidata.org/entity/Q62484740 Jian Ma 0005 Shanghai University, Shanghai Institute for Advanced Communication and Data Science, China https://orcid.org/0000-0003-4743-7923 Jian Ma 0006 Beihang University, School of Reliability and Systems Engineering, Beijing, China https://orcid.org/0000-0001-5932-469X Jian Ma 0007 Suzhou University of Science and Technology, School of Civil Engineering, China University of Wisconsin, Civil and Environmental Engineering, Madison, WI, USA https://orcid.org/0000-0001-9072-6099 Jian Ma 0008 馬建 City University of Hong Kong, Department of Information Systems, Hong Kong University of New South Wales, School of Computer Science and Engineering, Australia Asia Institute of Technology, Department of Computer Science, Bangkok, Thailand https://scholars.cityu.edu.hk/en/persons/jian-ma(c056af3f-f193-45b6-b4d1-92201f98c2c5).html https://orcid.org/0000-0003-2644-5756 https://www.scopus.com/authid/detail.uri?authorId=7406202838 Jian Ma 0010 OPPO Research Institute, AI Center, China https://scholar.google.com/citations?user=XtzIT8UAAAAJ https://openreview.net/profile?id=%7EJian_Ma7 https://orcid.org/0009-0004-0057-3033 Jian Ma 0011 Hitachi China Research Laboratory Tsinghua University, Department of Computer Science, Beijing, China https://majianthu.github.io/ https://scholar.google.com/citations?user=gqCD4kwAAAAJ https://www.researchgate.net/profile/Jian-Ma-47 https://orcid.org/0000-0001-5357-1921 Jian Ma 0012 City University of Hong Kong, Department of Computer Science, Hong Kong Anhui University, School of Internet, Hefei, China Shanghai Maritime University, Institute of Logistics Science and Engineering, Shanghai, China Shanghai University, Shanghai, China https://scholars.cityu.edu.hk/en/persons/jma233 https://ieeexplore.ieee.org/author/37085861100 https://orcid.org/0000-0003-4448-592X

Keyu Wen Guotang Zhao Bisheng He Jian Ma 0009 Hongxiang Zhang A decomposition-based forecasting method with transfer learning for railway short-term passenger flow in holidays. 116102 2022 189 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.116102 https://www.wikidata.org/entity/Q111521953 db/journals/eswa/eswa189.html#WenZHMZ22

Xiang Wang Juan Chen Jian Ma 0009 Xiukun Xiao Peng Lin Tao Li Modeling effect of information percolation on pedestrian counter flow with a multi-grid model. 105072 2020 83 Commun. Nonlinear Sci. Numer. Simul. https://doi.org/10.1016/j.cnsns.2019.105072 https://www.wikidata.org/entity/Q126978639 db/journals/cnsns/cnsns83.html#WangCMXLL20

Liyang Tang Yang Zhao 0009 Javier Cabrera Jian Ma 0009 Kwok Leung Tsui Forecasting Short-Term Passenger Flow: An Empirical Study on Shenzhen Metro. 3613-3622 2019 20 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2018.2879497 https://www.wikidata.org/entity/Q128887396 db/journals/tits/tits20.html#TangZCMT19

Juan Chen Jian Ma 0009 Siu Ming Lo Event-driven modeling of elevator assisted evacuation in ultra high-rise buildings. 99-116 2017 74 Simul. Model. Pract. Theory https://doi.org/10.1016/j.simpat.2017.03.004 db/journals/simpra/simpra74.html#ChenML17

Jian Ma 0009 Juan Chen Siuming Lo Sumei Xu Weiguo Song Evaluating Bottleneck Magnitude of Massive Crowd Flow Networks. 1093-1097 2015 ITSC https://doi.org/10.1109/ITSC.2015.181 conf/itsc/2015 db/conf/itsc/itsc2015.html#JianCLXS15

S. B. Liu Siu Ming Lo Jian Ma 0009 W. L. Wang An Agent-Based Microscopic Pedestrian Flow Simulation Model for Pedestrian Traffic Problems. 992-1001 2014 15 IEEE Trans. Intell. Transp. Syst. 3 https://doi.org/10.1109/TITS.2013.2292526 db/journals/tits/tits15.html#LiuLMW14

Wei Lv Weiguo Song Jian Ma 0009 Zhiming Fang A Two-Dimensional Optimal Velocity Model for Unidirectional Pedestrian Flow Based on Pedestrian's Visual Hindrance Field. 1753-1763 2013 14 IEEE Trans. Intell. Transp. Syst. 4 https://doi.org/10.1109/TITS.2013.2266340 db/journals/tits/tits14.html#LvSMF13

Javier Cabrera Juan Chen Zhiming Fang Bisheng He Tao Li Peng Lin S. B. Liu Siuming LoSiu Ming Lo Wei Lv Weiguo Song Liyang Tang Kwok-Leung TsuiKwok Leung Tsui W. L. Wang Xiang Wang Keyu Wen Xiukun Xiao Sumei Xu Hongxiang Zhang Guotang Zhao Yang Zhao 0009