Xiaodan Shi

University of Tokyo

7-3-1 Hongo

Bunkyo-ku

Tokyo, 113-0033

Japan

SCHOLARLY PAPERS

4

DOWNLOADS

162

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Modeling Interpretable Social Interactions for Pedestrian Trajectory

Number of pages: 17 Posted: 08 Jul 2022
affiliation not provided to SSRN, University of Tokyo, University of Tokyo, University of Tokyo, affiliation not provided to SSRN and University of Tokyo
Downloads 120 (498,912)
Citation 1

Abstract:

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Trajectory prediction, interpretable social interactions, multi-modality, deep learning, long short-term memory (LSTM), explainability and comprehensibility of AI

2.

Personalized Federated Learning for Household Electricity Load Prediction with Imbalanced Historical Data

Number of pages: 24 Posted: 28 Jul 2024
affiliation not provided to SSRN, University of Tokyo, University of Macau, Eastern Institute of Technology - Institute for Advanced Study (EIAS), Peking University, Southern University of Science and Technology, affiliation not provided to SSRN and Hong Kong Polytechnic University
Downloads 16 (1,194,684)

Abstract:

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Load prediction, mutual learning, personalized federated learning, imbalanced data

3.

Multi-Spatial Multi-Temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Data

Number of pages: 26 Posted: 20 Mar 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Tokyo, Hong Kong Polytechnic University and Eastern Institute of Technology - Institute for Advanced Study (EIAS)
Downloads 13 (1,230,475)

Abstract:

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Air quality prediction, Multi-spatial scale, Multi-temporal scale, Graph convolutional network, Gate recurrent unit

4.

Multivariate Time Series Prediction for Co2 Concentration and Flue Gas Flowrate from Biomass-Fired Power Plant

Number of pages: 28 Posted: 29 May 2023
China University of Petroleum (Beijing), University of Tokyo, Mälardalen University, affiliation not provided to SSRN, Peking University, China University of Petroleum (Beijing) - National Engineering Laboratory for Pipeline Safety (MOE) and Tianjin University of Commerce
Downloads 13 (1,230,475)

Abstract:

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biomass fired combined heat and power plant, CO2 capture, flue gas flowrate, CO2 concentration, Transformer model, Deep Learning