Tianqi Xia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Ensemble Learning

Nonnegative Matrix Factorization

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Biomed. Signal Process. Control.

Publications

Tianqi Xia, Fei Peng, Yunkai Huang
A Discrete-Time Current Control Method for the High-Speed Permanent Magnet Motor Drive Using the Modular Multilevel Converter. Symmetry 16 (2) (2024)
Yong Zhang, Cheng Cheng, Shuai Wang, Tianqi Xia
Emotion recognition using heterogeneous convolutional neural networks combined with multimodal factorized bilinear pooling. Biomed. Signal Process. Control. 77 (2022)
Zeyu Wang, Yuhua Guo, Tianqi Xia, Boyuan Ye, Pushpendu Kar
Detection of COVID-19 Through Thermal and Voice Sensing Using Smartphone. ICIS (2022)
Ruidong Jin, Tianqi Xia, Xin Liu, Tsuyoshi Murata, Kyoung-Sook Kim
Predicting Emergency Medical Service Demand With Bipartite Graph Convolutional Networks. IEEE Access 9 (2021)
Renhe Jiang, Zhaonan Wang, Zekun Cai, Chuang Yang, Zipei Fan, Tianqi Xia, Go Matsubara, Hiroto Mizuseki, Xuan Song, Ryosuke Shibasaki
Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19. ECML/PKDD (4) (2021)
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Zhaonan Wang, Quanjun Chen, Zekun Cai, Ryosuke Shibasaki
Transfer Urban Human Mobility via POI Embedding over Multiple Cities. Trans. Data Sci. 2 (1) (2021)
Zhaonan Wang, Tianqi Xia, Renhe Jiang, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki
Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks. ICDE (2021)
Tianqi Xia, Adam Jatowt, Zhaonan Wang, Ruochen Si, Haoran Zhang, Xin Liu, Ryosuke Shibasaki, Xuan Song, Kyoung-Sook Kim
CoolPath: An Application for Recommending Pedestrian Routes with Reduced Heatstroke Risk. W2GIS (2020)
Renhe Jiang, Xuan Song, Dou Huang, Xiaoya Song, Tianqi Xia, Zekun Cai, Zhaonan Wang, Kyoung-Sook Kim, Ryosuke Shibasaki
DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events. KDD (2019)
Satoshi Miyazawa, Xuan Song, Tianqi Xia, Ryosuke Shibasaki, Hodaka Kaneda
Integrating GPS trajectory and topics from Twitter stream for human mobility estimation. Frontiers Comput. Sci. 13 (3) (2019)
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction. AAAI (2018)
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Qi Chen, Ryosuke Shibasaki
Deep ROI-Based Modeling for Urban Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Tianqi Xia, Xuan Song, Zipei Fan, Hiroshi Kanasugi, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki
DeepRailway: A Deep Learning System for Forecasting Railway Traffic. MIPR (2018)
Quanjun Chen, Xuan Song, Zipei Fan, Tianqi Xia, Harutoshi Yamada, Ryosuke Shibasaki
A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data. MIPR (2018)
Zipei Fan, Xuan Song, Tianqi Xia, Renhe Jiang, Ryosuke Shibasaki, Ritsu Sakuramachi
Online Deep Ensemble Learning for Predicting Citywide Human Mobility. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Tianqi Xia, Xuan Song, Dou Huang, Satoshi Miyazawa, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki
Outbound behavior analysis through social network data: A case study of Chinese people in Japan. IEEE BigData (2017)
Tianqi Xia, Yunkai Huang, Fei Peng, Yu Yao, Zhi Cao
Active damping control of modular multilevel converter with output filter for high-speed PM motor drive. IECON (2017)