[PDF] Top 20 Periodic pattern mining from spatio-temporal trajectory data
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Periodic pattern mining from spatio-temporal trajectory data
... PPM from spatio-temporal ...raw spatio-temporal ...semantic trajectory with annotated place ...Fourth, spatio-temporally aggregated trajectory nodes with annotated ... See full document
164
Spatio-temporal sequential pattern mining for tourism sciences
... data mining. Particularly, we propose the concept of extracting spatio-temporal meta data from Flickr photos, combining a collection of such photos together results in a ... See full document
11
Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions
... for mining region-based prevalent spatio- temporal co-occurrence ...of spatio-temporal relation Overlap occurrence between in- stances of different event types based on volumes ... See full document
8
Spatio-temporal pattern mining from global positioning systems (GPS) trajectories dataset
... 3.1. Data Description This GPS trajectory dataset was collected from (Microsoft Research Asia) Geolife project by 182 users in a period of over five years (from April 2007 to August 2012) [2] ... See full document
63
Privacy leaks in spatio-temporal trajectory publishing
... preserving data transformations on spatio-temporal datasets, especially in trajectory ...for data mining is not exactly a privacy preserving ...for data mining ... See full document
87
Traffic occurrence detection using spatio temporal data mining
... and temporal information are measured to identify the possible ...Unlike from conventional traffic occurrence recognition methods, both spatial and temporal information are measured to discover the ... See full document
6
Spatio-Temporal Associative Mining for Earthquake Data Distribution in Indonesia
... earthquake data analysis, and earthquake risk ...crises from 9 influential earthquakes in the world to predict the possibility of the next major earthquake, Yuan Zhou and Lianxiong Gao [7] used apriori for ... See full document
21
Analysing point motion: spatio-temporal data mining of geospatial lifelines
... the pattern of its movement, the essential characteristics of an observed track have to be represented in a discrete form suitable for storage and analysis in an information ...with periodic halts, ... See full document
239
Ensuring location diversity in privacy preserving spatio-temporal data mining
... Anonymity via suppression and perturbation are also popular methods in the literature. In [28], Gruteser et al. make a distinction between sensitive and non-sensitive areas which is similar to our work. They try to ... See full document
78
A Study of Events Logs from Elevated Volume of Logistics Information in Spatio-Temporal Data Mining
... valuable spatio-temporal data with increasingly finer spatial ...(i.e. trajectory) as a sequence of spatial locations sampled at consecutive ...time-stamps. Spatio-temporal ... See full document
5
Key concepts of group pattern discovery algorithms from spatio-temporal trajectories
... group pattern mining from spatio-temporal ...flock pattern which is also considered one of the earliest group pattern discovery approaches [24], [25], ...capture ... See full document
7
A generic regional spatio-temporal co-occurrence pattern mining model: a case study for air pollution
... Spatial data mining has been introduced to discover interesting and previously unknown, but potentially useful patterns from large spatial databases (Miller and Han 2009; Yoo and Bow ...Furthermore, ... See full document
34
A Framework for Spatio-Temporal Trajectory Data Segmentation and Query
... spatial data, Pegeon [17] is also integrated into ...spatial data into key-value pairs, extracts indexes and sends the spatial data to map function in ...TB data processing in the prototype ... See full document
103
Mining Spatio Temporal Data of Fatal Accident
... for mining the spatio-temporal of traffic ...of data, the lack of statistical evaluation methods, and interpreting the valuable ...for mining spatio-temporal data ... See full document
7
Challenging Issues of Spatio-Temporal Data Mining
... The spatio-temporal database (STDB) has received considerable attention during the past few years, due to the emergence of numerous applications ...stationary data and hence is inapplicable to moving ... See full document
10
Preserving Privacy for Interesting Location Pattern Mining from Trajectory Data
... removed from the ...preserving pattern mining framework is a privacy mechanism that one can control and add significantly less noise without revealing infor- mation from the database for the ... See full document
20
Scientific data mining for spatio temporal hydroacoustic data sets
... While standard data processing and analysis methods were established for data collected using single beam sonar, no such methods were available for multibeam sonar data.. In 2002, the [r] ... See full document
160
Privacy preserving distributed spatio-temporal data mining
... and temporal cloaking” methods in [2], which is the first work towards achieving k-anonymity of location ...and temporal granularity of the observations, representing each with intervals, rather than ... See full document
88
Human Mobility Mining Using Spatio-Temporal Data
... space-related data is becoming available at any time. Data is collected using multiple sources such as GPS and mobile computer logs, wireless communication devices, location-aware services and other ... See full document
62
PPQ-Trajectory : spatio-temporal quantization for querying in large trajectory repositories
... PPQ-A 18.35 1.000 1.000 4.85 1.000 1.000 PPQ-A-basic 51.92 0.951 0.948 6.17 0.987 0.987 PPQ-S 23.30 1.000 1.000 7.89 1.000 1.000 PPQ-S-basic 44.41 0.944 0.939 14.72 0.976 0.976 E-PQ 76.60 0.931 0.926 15.06 0.962 0.961 ... See full document
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