Concepedia
Statistics
Publications
7
Citations
336
H-Index
Active since
2019
Affiliations
Wuhan University(Current)
State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing
Lawrence Berkeley National Laboratory
Dehua Peng is an author at Wuhan University specializing in computing, spatial analysis, and trajectory prediction.
Publications per year
2019–2025
A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction
Fa Li, Zhipeng Gui, Zhaoyu Zhang et al. · Neurocomputing · 2020 · 111 citations · Full text
Computing, Information Technology, Mobile Computing +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 · 79 citations · Full text
Life Sciences, Cell Biology, Data Mining +10
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 · 46 citations · Full text
Planning, Transportation Planning, Spatial Analysis +16
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 · 33 citations · Full text
Computing, Geography, Geoinformatics +17
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 · 29 citations · Full text
Computing, Geoinformatics, Spatial Analysis +16
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