A Survey on Deep Active Learning: Recent Advances and New Frontiers von Li, Dongyuan, Wang, Zhen, Chen, Yankai, Jiang, Renhe, Ding, Weiping, Okumura, Manabu

Volltext

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control von Yang, Chuang, Zhang, Zhiwen, Fan, Zipei, Jiang, Renhe, Chen, Quanjun, Song, Xuan, Shibasaki, Ryosuke

Volltext

Population Distribution Forecasting Based on the Fusion of Spatiotemporal Basic and External Features: A Case Study of Lujiazui Financial District von Cheng, Xianzhou, Wang, Xiaoming, Jiang, Renhe

Volltext

Will you go where you search? A deep learning framework for estimating user search-and-go behavior von Jiang, Renhe, Chen, Quanjun, Cai, Zekun, Fan, Zipei, Song, Xuan, Tsubouchi, Kota, Shibasaki, Ryosuke

Volltext

Foundation Models for Information Retrieval and Knowledge Processing von Shuo Shang, Renhe Jiang, Ryosuke Shibasaki, Rui Yan

Volltext

The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting von Deng, Jinliang, Chen, Xiusi, Fan, Zipei, Jiang, Renhe, Song, Xuan, Tsang, Ivor W.

Volltext

Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19 von Jiang, Renhe, Wang, Zhaonan, Cai, Zekun, Yang, Chuang, Fan, Zipei, Xia, Tianqi, Matsubara, Go, Mizuseki, Hiroto, Song, Xuan, Shibasaki, Ryosuke

Volltext

Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System von Jiang, Renhe, Cai, Zekun, Wang, Zhaonan, Yang, Chuang, Fan, Zipei, Chen, Quanjun, Song, Xuan, Shibasaki, Ryosuke

Volltext

Decentralized Attention-based Personalized Human Mobility Prediction von Fan, Zipei, Song, Xuan, Jiang, Renhe, Chen, Quanjun, Shibasaki, Ryosuke

Volltext

Human Mobility-based Individual-level Epidemic Simulation Platform von Fan, Zipei, Yang, Chuang, Zhang, Zhiwen, Song, Xuan, Liu, Yinghao, Jiang, Renhe, Chen, Quanjun, Shibasaki, Ryosuke

Volltext

Trajectory fingerprint: one-shot human trajectory identification using Siamese network von Fan, Zipei, Song, Xuan, Chen, Quanjun, Jiang, Renhe, Shibasaki, Ryosuke, Tsubouchi, Kota

Volltext

HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation von Li, Yongkang, Fan, Zipei, Yin, Du, Jiang, Renhe, Deng, Jinliang, Song, Xuan

Volltext

Transfer Urban Human Mobility via POI Embedding over Multiple Cities von Jiang, Renhe, Song, Xuan, Fan, Zipei, Xia, Tianqi, Wang, Zhaonan, Chen, Quanjun, Cai, Zekun, Shibasaki, Ryosuke

Volltext

Online Deep Ensemble Learning for Predicting Citywide Human Mobility von Fan, Zipei, Song, Xuan, Xia, Tianqi, Jiang, Renhe, Shibasaki, Ryosuke, Sakuramachi, Ritsu

Volltext

Deep ROI-Based Modeling for Urban Human Mobility Prediction von Jiang, Renhe, Song, Xuan, Fan, Zipei, Xia, Tianqi, Chen, Quanjun, Chen, Qi, Shibasaki, Ryosuke

Volltext

DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction von Jiang, Renhe, Cai, Zekun, Wang, Zhaonan, Yang, Chuang, Fan, Zipei, Chen, Quanjun, Tsubouchi, Kota, Song, Xuan, Shibasaki, Ryosuke

Volltext

A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting von Deng, Jinliang, Chen, Xiusi, Jiang, Renhe, Song, Xuan, Tsang, Ivor W.

Volltext

Introduction to the Special Issue on Machine Learning and Location Data: Part II von Jiang, Renhe, Salim, Flora, Mokbel, Mohamed

Volltext

Next Point-of-Interest Recommendation with Adaptive Graph Contrastive Learning von Rao, Xuan, Jiang, Renhe, Shang, Shuo, Chen, Lisi, Han, Peng, Yao, Bin, Kalnis, Panos

Volltext

Editor’s note: Special issue on Deep Modeling and Understanding of Big Human Mobility Data

Volltext