Journal
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A Method of Road Network Pattern Recognition using Graph Representation Learning of Geometric Similarity(Chinese, in review)
Y. Hou，J. Yang*, L. Fang, B.Y. Zhang, M. Zhang, X. Xie, C.H. Zheng Journal of Geo-information Science,2024 |
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Quality Assessment of OpenStreetMap Road Network Data Using Multisourced Data Matching and Conflation(Chinese, in press)
J. Yang*, M. Zhang, L. Fang, F.L. Jia, G.J. Zhou, J.R. Zhang, M. Yang, Y. Hou Journal of Geomatics Science and Technology,2024 |
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A Method of Road Network Matching using Graph Embedding via Improved Neighbor Aggregations(Chinese, in press)
[WEB]
M. Yang, J. Yang*, Y. Hou, L. Fang, M. Zhang, B.Y. Zhang, J.R. Zhang Journal of Geo-information Science,2024 |
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An Ontology-based Semantic Description Model of Ubiquitous Map Images
[WEB]
F.L. Jia, J. Yang*, L.F. Ding, G.X. Wang, G.M. Song Transactions in GIS,2024,https://doi.org/10.1111/tgis.13144 |
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The Cognitive Logic and Map Construction Model of Machine Maps(Chinese)
[WEB]
F.L. Jia, J. Yang, X. You*, K. Li, J.P. Tian, S.L. Zheng National Remote Sensing Bulletin,2023 |
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Spatiotemporal Analysis of Bike Mobility Chain: A New Perspective on Mobility Pattern Discovery in Urban Bike-Sharing System
[WEB]
R. Xin*, J. Yang*, B. Ai, L.F. Ding, T.T. Li, R.X. Zhu Journal of Transport Geography.2023,Vol109-103606,DOI:10.1016/j.jtrangeo.2023.103606 |
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The Machine Map and its Conceptual Model(Chinese)
[WEB]
X. You, F. Jia*, J. Tian, J. Yang, K. Li Journal of Geo-information Science,2023 |
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A Calculation Framework of Visual Balance Index of Ubiquitous Map Images Based on Multi-factor Bayesian Decision Making(Chinese)
[WEB]
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Effectiveness of Rectangular Cartogram for Conveying Quantitative Data: An Eye Tracking based Evaluation
[PDF]
F. Jia, W. Wang, J. Yang, T. Li, G. Song*, Y. Xu ISPRS International Journal of Geo-Information.2023,12(2),39. |
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Building Block Extraction from Historical Maps using Deep Object Attention Networks
[PDF]
Y. Zhao, G. Wang*, J. Yang, L. Zhang, X. Qi ISPRS International Journal of Geo-Information.2022,11(11),572 |
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Design of a practical teaching platform and experiments for spatial cognitive ergonomics(Chinese)
[WEB]
F. Jia，J. Yang*，X. You Bulletin of Surveying and Mapping, 2022(S1):153-157. DOI:10.13474/j.cnki.11-2246.2022.0536. |
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LiDAR-based Real-time Panoptic Segmentation via Spatio-temporal Sequential Data Fusion
[PDF]
W. Wang, X. You*, J. Yang，M. Su, L. Zhang, Z. Yang, Y. Kuang Remote Sensing.2022,14(8),1775; DOI:10.3390/rs14081775 |
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An Open-Source Framework of Generating Network-Based Transit Catchment Areas by Walking
[PDF]
D. Lin, R. Zhu,J. Yang, L. Meng ISPRS International Journal of Geographic-Information. 2020,9,467 |
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Social Sensing of the Imbalance of Urban and Regional Development in China Through the Population Migration Network around Spring Festival
[PDF]
R. Zhu*, D. Lin, Y. Wang, M. Jendryke, R. Xin, J. Yang, J. Guo, L. Meng Sustainability.2020,12(8):3457 |
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ElasticFusion for Indoor 3D Reconstruction with An Improved Matching Points Selection Strategy(Chinese)
[PDF]
W. Wang, X. You*, J. Yang, Q. Li Geomatics and Information Science of Wuhan University,2020,45(9):1469-1477.DOI:10.13203/j.whugis20180278 |
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A Heatmap Generation Method with Constraints of Indoor Spatial Structures (Chinese)[WEB]
L. Zhang, J. Yang, G. Wang*, L. Zhang Journal of Geomatics Sciences and Technology.2018,35(05):533-539. |
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A Review of Research Works on VGI Understanding and Image Map Design
[PDF]
L. Meng*, C. Murphy, L. Ding, J. Yang Kartographische Nachrichten - Journal of Cartography and Geographic Information.2017.1.p17-22 |
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Feature Selection in Conditional Random Fields for Map Matching of GPS Trajectories
[PDF]
J. Yang*, L. Meng Progress in Location-Based Services 2014, Lecture Notes in Geoinformation and Cartography. Springer International Publishing, pp. 121–135 |
Conference
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Building an Open Dataset of Ubiquitous Map Images for Cartographic Research: Practices and Prospects(Abstract)
[WEB]
J. Yang*, F.L. Jia, Y.Q. Xu, L.F. Ding, N.H. Liu Abstr. Int. Cartogr. Assoc., 6, 281, https://doi.org/10.5194/ica-abs-6-281-2023, 2023. |
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Map-based Noise Filtering of Indoor WiFi Trajectories(Chinese, abstract)
J. Yang, L. Jiao The 18th Chinese Conference on Geographic Informtion Science, Guilin, China, 2-4 Dec 2022 |
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Combining ElasticFusion with PSPNet for RGB-D based Indoor Semantic Mapping
[WEB] [PDF]
W. Wang, J. Yang, X. You 2018 Chinese Automation Congress(CAC). 30 Nov - 2 Dec, 2018, Xi'an, China. pp. 2996-3001. doi: 10.1109/CAC.2018.8623792 |
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Interactive Visual Exploration and Analysis of Orgin-Destination Data
L. Ding, L. Meng, J. Yang, Jukka M. Krisp ICC 2017 - 28th International Cartographic Conference. Washington, 2017 |
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Feature Learning from Massive Spatial Trajectories: A Case Study of Map Matching
[PDF]
J. Yang, L. Ding, L. Meng, X. You ICC 2017 - 28th International Cartographic Conference. Washington, 2017 |
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ProZeit: An Automated Workflow of Optimizing the Geometric Design of Railway Alignment for Travel Time Saving
[PDF]
J. Yang, A. Nottbeck, C. Murphy, M. Jahnke, L. Meng, S. Freudenstein ICC 2015 - 27th International Cartographic Conference. Brazil, 2015 |
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Visual Analytics for Understanding Traffic Flows of Transportation Hub from Movement Data
[PDF]
L. Ding, J. Yang, L. Meng ICC 2015 - 27th International Cartographic Conference. Brazil, 2015 |
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Feature Engineering for Low-sampling-rate GPS Trajectories in Road Network
[WEB][PDF]
J. Yang, L. Meng ECML/PKDD14 workshop on Machine Learning for Urban Sensor Data (SenseML). Nancy, France, 15-19 Sept, 2014 |
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Railway Alignment Optimization for Specified Travel Timesaving
J. Yang, L. Meng 8th International Symposium on Location-Based Services. Vienna, Austria, 21–23 Nov, 2011 |
Book
空间模拟：模式与过程的探索（译著）(in prep)
J. Yang, D. Lin, X. You
科学出版社，2023
Technical Report
ProZeit: Programm zur Fahrzeitoptimierung von Eisenbahn-Infrastruktur (German, Media: Bayerischer Rundfunk)
J. Yang, A. Nottbeck, C. Murphy, M. Jahnke, L. Meng, S. Freudenstein
Technical Report. TU Munich, 2013
Patent
Function Recognition of Check-in Hotspot using Semantic Clustering(Application No. 202110343078.3)
J. Yang, P. Wang, F. Jia, G. Wang
2021 March
A Trajectory Adjustment Method using Graph-based Indoor Location Model(Application No. 202111026996.X)
J. Yang, L. Jiao, X. You, F. Jia, X. Xie, J. Bai
2021 Sept
Talks
On GNN's Expressive Power of Road Network Strucutres(Chinese)
J. Yang
SpatialDI-Spaital Data Intelligence, 2024.4.27, Nanjing, China.
Quality Assessment of OSM Road Networks using Multisourced Data Matching and Fusion(Chinese)
J. Yang
The 4th Industrial Big Data Forum, 2023.5.18-19, Beijing, China.
Isovist-based Empirical Study on Spatial Cogniton of Indoor Architectural Strcutures(Chinese)
J. Yang
Conference on Virtual Geographic Envrionment, 2022.7.26, Ganzhou, China.
Parsing Ubiquitous Map Images: Progress and Prospect(Chinese)
J. Yang
Nanjing Normal University, 2022.6.15, Tecent Meeting.
Detecting Indoor Activity Hotspots From Wi-Fi Traces
J. Yang
AGILE2018 Workshop "Modeling Urban Dynmaics", 2018.6, Lund, Sweden