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Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services
Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services
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1.
An analysis of influence on nonnavigable shallow areas using different methods to interpolate depths
机译:
使用不同的深度插值方法对不可航行浅水区的影响进行分析
作者:
Tao Wang
;
Lihua Zhang
;
Rencan Peng
;
Shuaidong Jia
;
Hongbo Cao
;
Jian Dong
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
interpolation;
oceanography;
additional interpolation method;
depth interpolation method;
linear interpolation method;
narrow strait area;
narrow waterway area;
navigable resource;
navigation safety;
nonnavigable shallow area;
shallowest interpolation method;
triangle vertex depth;
Continents;
Interpolation;
Navigation;
Safety;
Sea surface;
Surface treatment;
Tin;
Nonnavigable shallow areas;
additional interpolation method;
linear interpolation method;
navigation safety;
shallowest interpolation method;
utilizing rate;
2.
An improved scheme of identifying loops using Lagrangian drifters
机译:
一种使用拉格朗日漂移器识别回路的改进方案
作者:
Zhang Liu
;
Yunyan Du
;
Kaihui Xu
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
oceanographic techniques;
AILIS method;
Lagrangian drifter;
automated loop-identifying scheme;
complex looping structure;
drifter trajectory;
eddy identification approach;
eddy movement information;
partial eddy trajectory extraction;
physical eddy parameters;
self-intersection method;
Accuracy;
Motion segmentation;
Remote sensing;
Sea surface;
Tracking loops;
Trajectory;
Complex structure;
Drifter trajectories;
Eddy identification;
Looping detection;
Ocean eddies;
3.
Application of trajectory clustering and regionalization to ocean eddies in the South China Sea
机译:
轨迹聚类和区域化在南海海洋涡中的应用
作者:
Yang Mo
;
Di Wu
;
Yunyan Du
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data mining;
oceanographic regions;
oceanographic techniques;
SCS;
South China Sea;
detection;
moving characteristics;
ocean eddies;
ocean eddy;
regional flow patterns;
regionalization method;
tracking method;
trajectory clustering application;
trajectory data mining;
Data mining;
Data visualization;
Oceanography;
Oceans;
Sea measurements;
Spatial databases;
Trajectory;
Flow patterns;
Moving patterns;
Ocean eddies;
Regionalization;
Trajectory data mining;
4.
Comparing multilevel modelling and artificial neural networks in house price prediction
机译:
在房价预测中比较多层建模和人工神经网络
作者:
Yingyu Feng
;
Jones Kelvyn
会议名称:
《》
|
2015年
关键词:
economic forecasting;
modelling;
neural nets;
pricing;
property market;
Greater Bristol area;
Hedonic price model;
Land Registry;
MLM;
Neighbourhood Statistics;
Population Census;
artificial neural networks;
house price prediction;
modelling approaches;
multilevel modelling;
neighbourhood effects;
predictive accuracy;
spatial scales;
Accuracy;
Artificial neural networks;
Data models;
Mathematical model;
Neurons;
Predictive models;
Standards;
Artificial neural networks;
House prices;
Multilevel modelling;
Predictive accurac;
5.
Making knowledge discovery services scalable on clouds for big data mining
机译:
使知识发现服务可在云上扩展以进行大数据挖掘
作者:
Talia Domenico
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
Big Data;
cloud computing;
data analysis;
data mining;
information retrieval;
visual programming;
big data mining;
big data repositories;
cloud computing systems;
compute-intensive algorithm;
data analysis tools;
data mining cloud framework;
data-intensive algorithm;
digital data;
distributed data analytics applications;
distributed workflows;
high performance processors;
information extraction;
knowledge discovery services;
parallel knowledge discovery applications;
performance evaluation;
scalable architectures;
st;
6.
Depth estimation from a single outdoor image based on scene classification
机译:
基于场景分类从单个室外图像进行深度估计
作者:
Liu Dan
;
Wang Meizhen
;
Liu Xuejun
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
cameras;
image classification;
3D depth recovery;
camera imaging model;
camera pitch;
close-range photogrammetry;
computer vision;
depth calculation model;
depth estimation;
ground labels;
ground regions depth;
multiplanes;
scene classification;
single outdoor image;
sky labels;
vanishing points;
vertical labels;
vertical regions;
visible ground-contain points;
Accuracy;
Cameras;
Computer vision;
Estimation;
Image segmentation;
Shape;
Three-dimensional displays;
Depth calculation model;
Depth estimation;
Scene classificati;
7.
Detecting and analysis of coast changes of Xiamen Island by RS GIS
机译:
遥感与GIS技术对厦门岛海岸变化的检测与分析
作者:
Fengqin Sun
;
Lizhong Hua
;
Hui Li
;
Yanting Wang
;
Yaqi Chen
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
geographic information systems;
remote sensing;
AD 1999 to 2006;
AD 2006 to 2013;
Google Earth high resolution images;
Landsat images;
Xiamen island;
artificial coast;
coast change analysis;
coast change detection;
coastal location;
coastal type;
coastline approximation;
economic development;
geographic information system;
high tide water level;
island area;
land use;
mudflat coast;
remote sensing;
sand coast;
sand supply project;
sea reclamation;
social development;
Cities and towns;
Earth;
Economics;
Indexes;
Remote sens;
8.
Global and collective outliers detection on hotspot data as forest fires indicator in Riau Province, Indonesia
机译:
印度尼西亚廖内省根据热点数据进行全局和集体异常值检测,作为森林火灾指标
作者:
Sitanggang Imas Sukaesih
;
Baehaki Dhiya Aulia Muhamad
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
environmental monitoring (geophysics);
forestry;
mean square error methods;
wildfires;
AD 2001 to 2012;
Indonesia;
Kalimantan Islands;
Riau Province;
Sumatera Islands;
annual event;
collective outliers detection;
early warning system;
forest fires indicator;
global outliers detection;
hotspot data;
k-means clustering algorithm;
squared error value;
Clustering algorithms;
Data mining;
Fires;
Monitoring;
Object recognition;
Partitioning algorithms;
Satellites;
Clustering;
Forest fire;
Hotspot;
Outlier detection;
9.
Interactive simulation of virtual trees spray
机译:
虚拟树木喷雾的互动模拟
作者:
Hui Song
;
Ying Xu
;
Zhijie Li
;
Ding Lin
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
agriculture;
digital simulation;
interactive systems;
spraying;
2-hierarchy collision detection algorithm;
VC++;
atomizing anger;
atomizing particle;
emitter position;
particle system;
precision agriculture;
spray penetration depth;
variable-rate tree spraying;
virtual tree spray interactive simulation;
Blades;
Collision avoidance;
Computational modeling;
Force;
Spraying;
Three-dimensional displays;
Vegetation;
Variable-rate spraying;
collision detection;
controllable parameters;
particle system;
simulation;
10.
Machine learning based social media recommendation
机译:
基于机器学习的社交媒体推荐
作者:
Taiping Lai
;
Xianghan Zheng
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
cloud computing;
collaborative filtering;
learning (artificial intelligence);
pattern clustering;
recommender systems;
social networking (online);
Hadoop cloud platform;
clustering algorithm;
correlation characteristics;
machine learning;
network rating factors;
personalized collaborative filtering algorithm;
social media recommendation;
Algorithm design and analysis;
Blogs;
Clustering algorithms;
Collaboration;
Filtering;
Machine learning algorithms;
Social network services;
Clustering;
Collaborative Filtering;
MapR;
11.
3D-PatchMatch: An optimization algorithm for point cloud completion
机译:
3D-PatchMatch:点云完成的优化算法
作者:
Zhipeng Cai
;
Cheng Wang
;
Chenglu Wen
;
Li Jonathan
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data acquisition;
data handling;
image matching;
optimisation;
search problems;
3D-PatchMatch algorithm;
data acquisition;
occlusion problem handling;
optimization algorithm;
point cloud completion;
propagation process;
random guess process;
random initialization process;
search space;
Acceleration;
Coherence;
Computer vision;
Conferences;
Optimization;
Pattern recognition;
Three-dimensional displays;
3D;
Completion;
LiDAR;
Optimization;
Point Cloud;
12.
A 3D individual tree modeling technique based on terrestrial LiDAR point cloud data
机译:
基于地面LiDAR点云数据的3D个体树建模技术
作者:
Hongyu Huang
;
Liyu Tang
;
Chongcheng Chen
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
biology computing;
optical radar;
solid modelling;
vegetation;
3D geometric model;
3D individual tree modeling technique;
3D single tree reconstruction technique;
TLS;
light detection and ranging;
morphological parameters extraction;
terrestrial LiDAR point cloud data;
terrestrial laser scanner;
Biological system modeling;
Data mining;
Data models;
Skeleton;
Solid modeling;
Three-dimensional displays;
Vegetation;
Interactive editing;
Skeleton extraction;
Standing tree;
Terrestrial laser scanner;
Three dimensional reco;
13.
A binary granular algorithm for spatiotemporal meteorological data mining
机译:
时空气象数据挖掘的二进制粒度算法
作者:
Hongxia Wang
;
Yang Jason
;
Zhiwei Wang
;
Qiliang Wang
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data mining;
floods;
geophysics computing;
granular computing;
meteorology;
rain;
China;
SPI algorithm;
binary granular algorithm;
convergence operators;
disjunction operators;
flood distributions;
local climate similarity;
matching operators;
meteorological drought;
regional climate similarity;
sequence match algorithm;
shielding granule;
shift algorithm;
spatiotemporal meteorological data mining;
standardized precipitation index;
Algorithm design and analysis;
Data mining;
Floods;
Image color analysis;
Indexes;
Predict;
14.
Potential sources and transport pathways of PM
2.5
in Shanghai, China
机译:
中国上海PM
2.5 inf>的潜在来源和运输途径
作者:
Ming Luo
;
Chongcheng Chen
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
air pollution;
atmospheric techniques;
AD 2013 01 to 2014 12;
Anhui region;
CWT analysis methods;
China;
HYSPLIT modeling;
Hebei region;
Henan region;
Hybrid Single-Particle Lagrangian Integrated Trajectory;
Jiangsu region;
K-means clustering;
Mongolia;
PMsub2.5/sub concentrations;
PMsub2.5/sub potential sources;
PMsub2.5/sub transport pathways;
Pacific Ocean;
Shandong region;
Shanghai;
South China sea;
clean marine air masses;
concentration-weighted trajectory;
Air pollution;
Atmospheric modeling;
Continuo;
15.
Research and realization on integrated management of multisource heterogeneous satellite data based on spatial database
机译:
基于空间数据库的多源异构卫星数据集成管理的研究与实现
作者:
Fanghong Gao
;
Ping Jiang
;
Xiangxiang Li
;
Hongqiang Wang
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data handling;
data structures;
geography;
remote sensing;
visual databases;
integrated spatial data-attribute data standardized data structure;
multisatellite;
multisource heterogeneous satellite data integrated management;
remote sensing;
spatial database management system;
spatial table;
Database systems;
Metadata;
Relational databases;
Remote sensing;
Satellites;
Spatial databases;
Management system;
Multisource heterogeneous satellite data;
Object model;
Spatial database;
Spatial table structure;
16.
A massive tile data organization and management strategy based on file tree
机译:
基于文件树的海量图块数据组织与管理策略
作者:
Fanghong Gao
;
Ping Jiang
;
Xiangxiang Li
;
Hongqiang Wang
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data handling;
file organisation;
geophysics computing;
remote sensing;
massive remote sensing tile data;
massive tile data management;
massive tile data organization;
root directory;
subdirectory;
tile directory hierarchy;
tile file data;
tile pyramid hierarchy;
tree-structured file directory;
Distributed databases;
File systems;
Indexes;
Memory;
Organizations;
Remote sensing;
Standards organizations;
File tree;
Massive;
Organization;
Remote sensing;
Tile data;
17.
A method based on spatial analyst to detect hot spot of urban component management events
机译:
基于空间分析师的城市构件管理事件热点检测方法
作者:
Peipei Dai
;
Changfeng Jing
;
Mingyi Du
;
Wensheng Zhou
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data analysis;
data mining;
government data processing;
pattern clustering;
town and country planning;
case number;
event spatial correlation;
exploratory spatial data analysis;
government decision;
hot spot detection;
hotspot space distribution;
illegal ads event;
overlay spatial analyst;
residential building layer;
spatial clustering;
spatial distribution pattern;
spatial hot spot analysis;
urban component management events;
urban management events data mining;
urban public facilities;
Business;
Correlation;
Distri;
18.
Spatial patterns of retail stores using POIs data in Zhengzhou, China
机译:
使用POI数据的中国郑州零售店的空间格局
作者:
Caihui Cui
;
Zhigang Han
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
Big Data;
data analysis;
estimation theory;
geographic information systems;
mobile computing;
pattern classification;
pattern clustering;
retailing;
town and country planning;
Big Data;
China;
KDE;
LBS;
POI data;
Zhengzhou;
average nearest neighbor;
centrographic method;
exploratory analysis;
geographic entity;
kernel density estimation;
location based service;
pattern clustering;
points of interest;
retail store;
spatial pattern analysis;
standard deviational ellipse;
street network data;
urban planning;
Cities and towns;
19.
A novel method for spammer detection in social networks
机译:
社交网络中垃圾邮件发送者检测的新方法
作者:
Xueying Zhang
;
Xianghan Zheng
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
invasive software;
learning (artificial intelligence);
social networking (online);
content dissemination;
extreme learning machine;
malware dissemination;
online social networks;
spammer detection;
supervised machine;
virus dissemination;
Data models;
Feature extraction;
Mathematical model;
Neural networks;
Social network services;
Support vector machines;
Training;
Extreme learning machine;
Machine learning;
Social network;
Spammer;
20.
An agent-based negotiation approach for knowledge exchange in cloud service platforms
机译:
云服务平台中基于代理的知识交流协商方法
作者:
Abdalla Sameh
;
Bingquan Huang
;
Kechadi Tahar
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
cloud computing;
data mining;
multi-agent systems;
agent-based negotiation approach;
cloud service architecture;
cloud service platforms;
data analytics techniques;
knowledge discovery engine;
knowledge exchange;
Cloud computing;
Multi-agent systems;
Production facilities;
Protocols;
Service robots;
Software agents;
Include Cloud Services;
Multi-Agent Systems (MAS);
Negotiation Protocols;
Software Agents;
21.
An effective algorithm for lines and polygons overlay analysis using uniform spatial grid indexing
机译:
使用均匀空间网格索引的线和面重叠分析的有效算法
作者:
Shaohua Wang
;
Ershun Zhong
;
Hao Lu
;
Hui Guo
;
Liang Long
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
computational complexity;
computational geometry;
geographic information systems;
GIS;
LP-OA;
USGI;
geographic information systems;
lines and polygons overlay analysis;
software development;
uniform spatial grid indexing;
Algorithm design and analysis;
Buildings;
Geographic information systems;
Indexing;
Roads;
Time complexity;
GIS;
Overlay analysis;
Time complexity;
Uniform spatial grid indexing;
22.
Automatic registration of multi-view terrestrial laser scanning point clouds in complex urban environments
机译:
在复杂的城市环境中自动注册多视图地面激光扫描点云
作者:
Bisheng Yang
;
Zhen Dong
;
Wenxia Dai
;
Yuan Liu
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
computational geometry;
computer graphics;
feature extraction;
image matching;
image registration;
image segmentation;
pattern clustering;
trees (mathematics);
automatic registration;
complex urban environments;
cross-section cluster;
cylinders;
feature lines extraction;
feature triangles;
fitting lines;
geometric constraint;
geometric primitives;
minimum spanning tree;
multiview terrestrial laser scanning point clouds;
point cloud segmentation method;
self-adaptive distance cluster algorithm;
similarity matching;
sp;
23.
Classifying forest stands based on multi-scale structure features using Quickbird image
机译:
使用Quickbird图像基于多尺度结构特征对林分进行分类
作者:
Wanli Huang
;
Hu Li
;
Guangfa Lin
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
feature extraction;
geophysical image processing;
image classification;
image resolution;
vegetation mapping;
China;
GEOBIA;
GEOBIA technology;
Quickbird image;
RST;
TCI;
Tekesi forest resource;
Xinjiang province;
dynamic forest resource monitoring;
forest stand;
forest stand classification;
geographic object-based image analysis;
multiscale structure feature;
spatial distribution;
spatial remotely sensed image resolution;
spatial resolution image;
spatial structures;
stand density;
stand differences;
stand size;
stand;
24.
Making full use of the Landsat7 SLC-Off ETM+ data for urban thermal environment monitoring
机译:
充分利用Landsat7 SLC-Off ETM +数据进行城市热环境监测
作者:
Feng Chen
;
Song Yang
;
Kai Yin
;
Xiaofeng Zhao
;
Chan Paul
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
error analysis;
geophysical image processing;
image resolution;
infrared imaging;
terrain mapping;
AD 1972;
AD 2003 05 31;
AWLHM method;
Earth surface;
Landsat1 program;
Landsat7 ETM+ sensor;
Landsat7 SLC-off ETM+ imagery data;
Landsat8 operation;
STM method;
U.S. geological survey;
adaptive window linear histogram match;
band combination;
data gap period;
data open policy;
general users;
multiple recovered SLC-off thermal imagery;
multispectral bands;
relative mean absolute error;
relative root mean square error;
scan;
25.
Distributed clustering algorithm for spatial data mining
机译:
空间数据挖掘的分布式聚类算法
作者:
Bendechache Malika
;
Kechadi M-Tahar
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data mining;
pattern clustering;
K-means algorithm;
aggregation phase;
distributed clustering algorithm;
distributed data mining technique;
spatial data mining;
Algorithm design and analysis;
Clustering algorithms;
Data mining;
Distributed databases;
Heuristic algorithms;
Partitioning algorithms;
Shape;
Clustering;
Data analysis;
Distributed mining;
K-means;
Spatial data;
26.
Estimating quality indices of a digital depth model for navigational safety
机译:
估算用于航行安全的数字深度模型的质量指标
作者:
Lihua Zhang
;
Shuaidong Jia
;
Tao Wang
;
Hongbo Cao
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
marine engineering;
marine navigation;
marine safety;
probability;
ships;
DDM;
adequate depth probability;
deep-bias displacement;
digital depth model;
navigational safety;
quality indices estimation;
safe ship navigation;
Accuracy;
Mathematical model;
Measurement errors;
Navigation;
Probability;
Safety;
Standards;
Deep-bias displacement;
Digital depth model;
Navigational safety;
Percentage of acceptable probabilities;
Probability of adequate depth;
27.
Exploring time-dependent traffic congestion patterns from taxi trajectory data
机译:
从滑行轨迹数据探索时间相关的交通拥堵模式
作者:
Chengkun Liu
;
Kun Qin
;
Chaogui Kang
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data analysis;
pattern clustering;
public transport;
road traffic;
traffic engineering computing;
visual databases;
China;
DBSCAN clustering method;
LBS;
Ripley K function;
Wuhan City;
average speed;
city function zoning;
congestion duration;
congestion events clustering;
congestion intensity distribution;
congestion-prone areas;
global aggregation degrees;
local traffic condition;
location based service;
public travel choice;
road network structure;
spatial homogeneity;
spatiotemporal correlations;
spatiotemporal dist;
28.
Following soccer fans from geotagged tweets at FIFA World Cup 2014
机译:
跟随足球迷们在2014年FIFA世界杯上发布带有地理标记的推文
作者:
Cesario Eugenio
;
Congedo Chiara
;
Marozzo Fabrizio
;
Riotta Gianni
;
Spada Alessandra
;
Talia Domenico
;
Trunfio Paolo
;
Turri Carlo
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
behavioural sciences computing;
data mining;
information analysis;
social networking (online);
sport;
FIFA World Cup 2014;
Facebook;
Twitter;
Twitter users;
geotagged tweets;
soccer fans;
social networks;
trajectory pattern mining analysis;
Data mining;
Fans;
Pattern matching;
Trajectory;
Twitter;
Visualization;
FIFA World Cup;
Geographical data mining;
Social network analysis;
Trajectory pattern mining;
Twitter;
29.
Geovisualization and correlation analysis between geotagged Twitter and JMA rainfall data: Case of heavy rain disaster in Hiroshima
机译:
带有地理标签的Twitter和JMA降雨数据之间的地理可视化和相关性分析:广岛的暴雨灾害案例
作者:
Ko Ko Lwin
;
Zettsu Koji
;
Sugiura Komei
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
Big Data;
decision making;
geographic information systems;
geomorphology;
geophysics computing;
rain;
social networking (online);
Hiroshima;
JMA rainfall data;
Japan Metrological Agency rainfall data;
Twitter message;
big data handling;
cyber-physical social sensor network;
data complexity;
data volume;
emergency preparedness;
geographic information system;
geospatial data collection;
geospatial data storage;
geospatial information user;
geotagged Twitter data;
geovisualization technique;
government decision-making p;
30.
Hybrid filtering of Lidar Data based on the Echoes
机译:
基于回波的激光雷达数据混合过滤
作者:
Yundong Ma
;
Chuntao Wei
;
Tao Hu
;
Rui Wang
;
Guoqing Zhou
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
cartography;
digital elevation models;
optical radar;
pattern classification;
ALS;
DEM generation;
LIDAR data filtering;
airborne laser scanning;
classification schema;
digital elevation models;
echo characteristic;
filtering algorithm;
light detection and ranging;
pseudogrid;
Classification algorithms;
Filtering;
Filtering algorithms;
Laser radar;
Three-dimensional displays;
Tin;
Vegetation mapping;
Echo;
Filtering;
Hybrid Filtering;
Pseudo Grid;
31.
SAR image despeckling with adaptive sparse representation
机译:
自适应稀疏表示的SAR图像去斑
作者:
Zhenchuan Pang
;
Guanghui Zhao
;
Guangming Shi
;
Fangfang Shen
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
autoregressive processes;
image denoising;
synthetic aperture radar;
SAR-based denoising methods;
autoregressive model;
image coefficient;
image denoising;
nonlocal similarity;
novel adaptive sparse representation based SAR image despeckling algorithm;
sparsity constraint;
Adaptation models;
Image processing;
Noise;
Noise measurement;
Noise reduction;
Speckle;
Synthetic aperture radar;
Autoregressive model;
Despeckling;
Nonlocal similarity;
SAR image;
Sparse representation;
32.
Optimal allocation of service area of urban elusion and dispersion based on GIS
机译:
基于GIS的城市避让与分散服务区的优化配置。
作者:
Baoyan Shan
;
Xue-fei Zhu
会议名称:
《》
|
2015年
关键词:
data analysis;
geographic information systems;
linear programming;
remote sensing;
resource allocation;
town and country planning;
Euclidean allocation;
GIS;
buffer analysis;
linear programming;
remote sensing;
road network;
service area allocation;
urban dispersion;
urban elusion;
Cities and towns;
Civil engineering;
Dispersion;
Earthquakes;
Planning;
Standards;
Elusion and dispersion zone;
Euclidean distribution;
Geographic information system;
Network analysis;
Overlay analysis;
Service area;
33.
Person trip data browser, analyzer and space-time visualizer
机译:
人员旅行数据浏览器,分析仪和时空可视化仪
作者:
Ko Ko Lwin
;
Murayama Yuji
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
Internet;
data analysis;
data visualisation;
database management systems;
geographic information systems;
traffic engineering computing;
transportation;
OD route identification process;
Person Trip Survey data;
Web-GIS;
data analyzer;
database management systems;
geographic information systems;
geospatial information;
human geographers;
human mobility;
origin-destination route identification;
person trip data browser;
public transport planning;
social scientists;
socio-economic planning;
space-time visualizer;
sustai;
34.
Research of spatial co-location pattern mining based on segmentation threshold weight for big dataset
机译:
基于分割阈值权重的大数据集空间共置模式挖掘研究
作者:
Minwei Tang
;
Zhanquan Wang
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
Big Data;
data mining;
parallel processing;
visual databases;
Big Dataset;
Euclidean distance;
Hadoop;
MapReduce framework;
distance scale;
distributed platform;
geographic surface attributes;
guiding strategy;
pruning technique;
real dataset;
segmentation threshold weight;
spatial co-location pattern mining algorithms;
spatial co-location patterns discovery;
synthetic dataset;
weight interest measurement;
Algorithm design and analysis;
Data mining;
Euclidean distance;
Filtering algorithms;
Indexes;
Spatial databases;
W;
35.
Scale selecting of building information statistical grids with spatial autocorrelation
机译:
具有空间自相关的建筑信息统计网格的尺度选择
作者:
Jiangping Chen
;
Lin Ding
;
Wenzhong Shi
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
geographic information systems;
statistical analysis;
building information statistics;
city region;
geographical conditions information statistics;
information statistical grids;
spatial autocorrelation;
statistical scale selection;
Analytical models;
Biological system modeling;
Buildings;
Cities and towns;
Correlation;
Market research;
Statistical analysis;
Geographic conditions;
Scale selecting;
Spatial autocorrelation;
Statistical grids;
36.
Extracting map information from trajectory and social media data
机译:
从轨迹和社交媒体数据中提取地图信息
作者:
Jun Li
;
Huayang Dai
;
Yuan Zhang O.
;
Qiming Qin
;
Hongbo Jiang
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
Big Data;
cartography;
data mining;
information retrieval;
data preprocessing step;
digital map information extraction;
geospatial Big Data;
information extraction step;
map post-processing step;
mathematical modeling step;
social media data;
surveying methods;
trajectory data;
Big data;
Data mining;
Media;
Roads;
Spatial databases;
Trajectory;
Vehicles;
Data mining;
Map extraction;
Spatial big data;
37.
Extraction 3D road boundaries from mobile laser scanning point clouds
机译:
从移动激光扫描点云中提取3D道路边界
作者:
Lina Fang
;
Bisheng Yang
;
Chongcheng Chen
;
Huasheng Fu
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
computer graphics;
feature extraction;
geometry;
geophysical image processing;
3D mapping;
MLS point clouds;
Optech Lynx mobile mapper system;
automated 3D road bounderies extraction;
buildings;
emergency response;
geographic data;
geometry;
intensity information;
mobile laser scanning point clouds;
road boundaries detection;
road boundary points extraction;
road corridor;
road environment;
road markings;
traffic control;
traffic poles;
trees;
urban planning;
Data mining;
Feature extraction;
Laser radar;
Mobile communica;
38.
Scale-location specific analysis of temporal vegetation coverage in China
机译:
中国时间植被覆盖的尺度定位分析
作者:
Zhuangzhuang Wang
;
Bingwen Qiu
;
Zhanling Fan
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
atmospheric precipitation;
atmospheric temperature;
land cover;
land use;
remote sensing;
vegetation;
wavelet transforms;
AD 2001 to 2012;
China;
Chinese terrain macrostructure;
MODIS EVI product;
climate factor;
continuous wavelet transform;
elevation effect;
enhanced vegetation index;
factitious factor;
intensive human activity;
land cover;
land use;
moderate resolution imaging spectroradiometer;
physiognomy effect pattern;
precipitation;
river effect pattern;
scale-location specific TVC analysis;
temperature effect;
39.
Spatiotemporal vegetation dynamic patterns in a subtropical humid region of China
机译:
亚热带湿润地区时空植被动态格局
作者:
Bingwen Qiu
;
Min Feng
;
Ming Zhong
;
Zhenghong Tang
;
Chongcheng Chen
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
global warming;
phenology;
spatiotemporal phenomena;
vegetation;
vegetation mapping;
wavelet transforms;
AD 2001 to 2010;
China;
EVI-precipitation;
EVI-temperature;
MODIS vegetation EVI dataset;
MRA;
climate factors;
climate variability;
cloud noise;
complex vegetation-climate relationship;
global climate change;
global warming;
land degradation;
land use;
local negative trends;
multiresolution analysis;
multiscale analysis;
spatiotemporal variation;
spatiotemporal vegetation dynamic patterns;
subtropical humid region;
v;
40.
Toward a new approach for massive LiDAR data processing
机译:
寻求大规模LiDAR数据处理的新方法
作者:
Cao V.-H.
;
Chu K.-X.
;
Le-Khac N.-A.
;
Kechadi M.-T.
;
Laefer D.
;
Truong-Hong L.
会议名称:
《Proceedings 2015 second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services》
|
2015年
关键词:
data acquisition;
data analysis;
graphics processing units;
optical radar;
parallel architectures;
radar computing;
software libraries;
ALS data acquisition;
FWF technology;
GPU;
LiDAR data analysis;
LiDAR data processing;
aerial laser scanning;
full wareform technology;
library tools;
light detection and ranging;
multicore processors;
parallel architecture;
parallel computing;
software libraries;
topographic data points;
Algorithm design and analysis;
Classification algorithms;
Data processing;
Laser radar;
Libraries;
P;
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