Dehua Peng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Manifold Learning

Pattern Analysis

Laplacian Eigenmaps

Top Venues

Future Gener. Comput. Syst.

Geo spatial Inf. Sci.

Publications

Dehua Peng, Zhipeng Gui, Huayi Wu
Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effect. CoRR (2024)
Dehua Peng, Zhipeng Gui, Wenzhang Wei, Huayi Wu
Scalable manifold learning by uniform landmark sampling and constrained locally linear embedding. CoRR (2024)
Dehua Peng, Zhipeng Gui, Huayi Wu
MeanCut: A Greedy-Optimized Graph Clustering via Path-based Similarity and Degree Descent Criterion. CoRR (2023)
Dehua Peng, Zhipeng Gui, Huayi Wu
A Robust and Efficient Boundary Point Detection Method by Measuring Local Direction Dispersion. CoRR (2023)
Yuao Mei, Zhipeng Gui, Jinghang Wu, Dehua Peng, Rui Li, Huayi Wu, Zhengyang Wei
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling. Geo spatial Inf. Sci. 25 (3) (2022)
Zhipeng Gui, Yunzeng Sun, Le Yang, Dehua Peng, Fa Li, Huayi Wu, Chi Guo, Wenfei Guo, Jianya Gong
LSI-LSTM: An attention-aware LSTM for real-time driving destination prediction by considering location semantics and location importance of trajectory points. Neurocomputing 440 (2021)
Fa Li, Zhipeng Gui, Zhaoyu Zhang, Dehua Peng, Siyu Tian, Kunxiaojia Yuan, Yunzeng Sun, Huayi Wu, Jianya Gong, Yichen Lei
A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction. Neurocomputing 403 (2020)
Zhipeng Gui, Dehua Peng, Huayi Wu, Xi Long
MSGC: Multi-scale grid clustering by fusing analytical granularity and visual cognition for detecting hierarchical spatial patterns. Future Gener. Comput. Syst. 112 (2020)
Yuan Wang, Zhipeng Gui, Huayi Wu, Dehua Peng, Jinghang Wu, Zousen Cui
Optimizing and accelerating space-time Ripley 's K function based on Apache Spark for distributed spatiotemporal point pattern analysis. Future Gener. Comput. Syst. 105 (2020)
Yuan Wang, Zhipeng Gui, Huayi Wu, Dehua Peng, Jinghang Wu, Zousen Cui
Optimizing and accelerating space-time Ripley's K function based on Apache Spark for distributed spatiotemporal point pattern analysis. CoRR (2019)