Dehua Peng

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction

Fa Li, Zhipeng Gui, Zhaoyu Zhang et al. · Neurocomputing · 2020 · 105 citations · Full text

Mobility Data, Engineering, Machine Learning +6

Clustering by measuring local direction centrality for data with heterogeneous density and weak connectivity

Dehua Peng, Zhipeng Gui, Dehe Wang et al. · Nature Communications · 2022 · 77 citations · Full text

LSI-LSTM: An attention-aware LSTM for real-time driving destination prediction by considering location semantics and location importance of trajectory points

Zhipeng Gui, Yunzeng Sun, Le Yang et al. · Neurocomputing · 2021 · 45 citations · Full text

Engineering, Machine Learning, Activity-travel Pattern +19

Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling

Yuao Mei, Zhipeng Gui, Jing‐Hang Wu et al. · Geo-spatial Information Science · 2022 · 32 citations · Full text

Engineering, Machine Learning, Social Sciences +16

MSGC: Multi-scale grid clustering by fusing analytical granularity and visual cognition for detecting hierarchical spatial patterns

Zhipeng Gui, Dehua Peng, Huayi Wu · Future Generation Computer Systems · 2020 · 27 citations · Full text

Engineering, Multi-scale Grid Clustering, Spatial Clustering +19