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2. ICSDM 2015: Fuzhou, China
- Yee Leung, Diansheng Guo, Chongcheng Chen:
2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2015, Fuzhou, China, July 8-10, 2015. IEEE 2015, ISBN 978-1-4799-7748-2
Topic I: Geospatial Data Mining and Knowledge Discovery
- Domenico Talia:
Making knowledge discovery services scalable on clouds for big data mining. 1-4 - Hongxia Wang, Jason Yang, Zhiwei Wang, Qiliang Wang:
A binary granular algorithm for spatiotemporal meteorological data mining. 5-11 - KoKo Lwin, Yuji Murayama
:
Person trip data browser, analyzer and space-time visualizer. 12-17 - Jun Li, Huayang Dai, Yuan Zhang, Qiming Qin, Hongbo Jiang:
Extracting map information from trajectory and social media data. 18-21 - Sameh Abdalla, Bing Quan Huang, M. Tahar Kechadi
An agent-based negotiation approach for knowledge exchange in cloud service platforms. 22-27 - Taiping Lai, Xianghan Zheng:
Machine learning based social media recommendation. 28-32 - Eugenio Cesario
Following soccer fans from geotagged tweets at FIFA World Cup 2014. 33-38 - Chengkun Liu, Kun Qin, Chaogui Kang
Exploring time-dependent traffic congestion patterns from taxi trajectory data. 39-44 - Yang Mo, Di Wu, Yunyan Du:
Application of trajectory clustering and regionalization to ocean eddies in the South China Sea. 45-48 - Minwei Tang, Zhanquan Wang:
Research of spatial co-location pattern mining based on segmentation threshold weight for big dataset. 49-54 - Peipei Dai, Changfeng Jing, Mingyi Du, Wensheng Zhou:
A method based on spatial analyst to detect hot spot of urban component management events. 55-59 - Malika Bendechache
Distributed clustering algorithm for spatial data mining. 60-65 - Imas Sukaesih Sitanggang
Global and collective outliers detection on hotspot data as forest fires indicator in Riau Province, Indonesia. 66-70
Topic II: Geographical Process Modeling and Analysis
- Ko Ko Lwin, Koji Zettsu, Komei Sugiura:
Geovisualization and correlation analysis between geotagged Twitter and JMA rainfall data: Case of heavy rain disaster in Hiroshima. 71-76 - Jiangping Chen, Lin Ding, Wenzhong Shi
Scale selecting of building information statistical grids with spatial autocorrelation. 77-81 - Tao Wang, Lihua Zhang, Rencan Peng, Shuaidong Jia, Hongbo Cao, Jian Dong:
An analysis of influence on nonnavigable shallow areas using different methods to interpolate depths. 82-87 - Caihui Cui, Zhigang Han
Spatial patterns of retail stores using POIs data in Zhengzhou, China. 88-92 - Bingwen Qiu, Min Feng, Ming Zhong, Zhenghong Tang, Chongcheng Chen:
Spatiotemporal vegetation dynamic patterns in a subtropical humid region of China. 93-98 - Baoyan Shan, Xue-fei Zhu:
Optimal allocation of service area of urban elusion and dispersion based on GIS. 99-103 - Ming Luo
Potential sources and transport pathways of PM2.5 in Shanghai, China. 104-107 - Yingyu Feng
Comparing multilevel modelling and artificial neural networks in house price prediction. 108-114 - Xueying Zhang, Xianghan Zheng:
A novel method for spammer detection in social networks. 115-118 - Zhuangzhuang Wang, Bingwen Qiu, Zhanling Fan:
Scale-location specific analysis of temporal vegetation coverage in China. 119-124 - Zhang Liu, Yunyan Du, Kaihui Xu:
An improved scheme of identifying loops using Lagrangian drifters. 125-128 - Lihua Zhang, Shuaidong Jia, Tao Wang, Hongbo Cao:
Estimating quality indices of a digital depth model for navigational safety. 129-134
Topic III: LiDAR Point Cloud Data Analysis and Applications
- Van-Hung Cao
Toward a new approach for massive LiDAR data processing. 135-140 - Bisheng Yang
Automatic registration of multi-view terrestrial laser scanning point clouds in complex urban environments. 141-146 - Yundong Ma, Chuntao Wei, Tao Hu, Rui Wang, Guoqing Zhou:
Hybrid filtering of Lidar Data based on the Echoes. 147-151 - Hongyu Huang, Liyu Tang, Chongcheng Chen:
A 3D individual tree modeling technique based on terrestrial LiDAR point cloud data. 152-156 - Zhipeng Cai, Cheng Wang, Chenglu Wen
3D-PatchMatch: An optimization algorithm for point cloud completion. 157-161 - Lina Fang, Bisheng Yang
Extraction 3D road boundaries from mobile laser scanning point clouds. 162-165 - Hui Song, Ying Xu, Zhijie Li, Ding Lin:
Interactive simulation of virtual trees spray. 166-170
Topic IV: Geocomputation and Service GIS
- Fanghong Gao, Ping Jiang, Xiangxiang Li, Hongqiang Wang:
A massive tile data organization and management strategy based on file tree. 171-174 - Shaohua Wang, Ershun Zhong, Hao Lu, Hui Guo, Liang Long:
An effective algorithm for lines and polygons overlay analysis using uniform spatial grid indexing. 175-179 - Fanghong Gao, Ping Jiang, Xiangxiang Li, Hongqiang Wang:
Research and realization on integrated management of multisource heterogeneous satellite data based on spatial database. 180-183 - Dan Liu, Meizhen Wang, Xuejun Liu:
Depth estimation from a single outdoor image based on scene classification. 184-187
Topic V: Remotely Sensed Data Processing and Applications
- Zhenchuan Pang, Guanghui Zhao, Guangming Shi, Fangfang Shen:
SAR image despeckling with adaptive sparse representation. 188-191 - Feng Chen, Song Yang, Kai Yin, Xiaofeng Zhao, Paul Chan:
Making full use of the Landsat7 SLC-Off ETM+ data for urban thermal environment monitoring. 192-196 - Fengqin Sun, Lizhong Hua, Hui Li, Yanting Wang, Yaqi Chen:
Detecting and analysis of coast changes of Xiamen Island by RS & GIS. 197-201 - Wanli Huang, Hu Li, Guangfa Lin:
Classifying forest stands based on multi-scale structure features using Quickbird image. 202-208 - Harvey J. Miller:
Selected keynote speech abstracts: Data-driven geography: Can we build geographic knowledge from big data? XI-XV
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