The Internet Archive has a preservation copy of this work in our general collections.
The file type is application/pdf.
Filters
The Trade-offs with Space Time Cube Representation of Spatiotemporal Patterns
[article]
2007
arXiv
pre-print
Preserved Fulltext
However, to our knowledge the actual usefulness of space time cube representation in conveying complex spatiotemporal patterns to users has not been empirically validated. ...
For complex questions where the participants needed an overall understanding of the spatiotemporal structure of the dataset, the space time cube representation resulted in on average twice as fast response ...
We provide empirical data that highlight the trade-offs in space time cube representation. ...
arXiv:0707.1618v1
fatcat:d43fqirrqvbufitljrt6wjvmbq
An Evaluation of Space Time Cube Representation of Spatiotemporal Patterns
2009
IEEE Transactions on Visualization and Computer Graphics
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
However, to our knowledge the actual usefulness of space time cube representation in conveying complex spatiotemporal patterns to users has not been empirically validated. ...
For complex questions where the participants needed an overall understanding of the spatiotemporal structure of the data set, the space time cube representation resulted in on average twice as fast response ...
The editor and the anonymous reviewers gave them many useful suggestions that they believe greatly improved the final manuscript. ...
doi:10.1109/tvcg.2008.194
pmid:19423892
fatcat:6gotqdc5wrg2hpj46gewqwlkua
4D Time Density of Trajectories: Discovering Spatiotemporal Patterns in Movement Data
2018
ISPRS International Journal of Geo-Information
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2018; you can also visit the original URL.
The file type is application/pdf.
it difficult to visually discover the spatiotemporal patterns of movement. ...
Time density is a measure of the frequency and intensity of a space use of a species, which is associated with the concept of utilization distribution, since the space use intensity is large for places ...
Conflicts of Interest: The authors declare that they have no conflict of interest. ...
doi:10.3390/ijgi7060212
fatcat:edk4hkbdnrfhjbnbpbhun5coqu
Saliency guided local and global descriptors for effective action recognition
2016
Computational Visual Media
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2018; you can also visit the original URL.
The file type is application/pdf.
Experiments conducted on the standard KTH and UCF-Sports action benchmarks show that our new method outperforms the competing state-of-the-art spatiotemporal feature-based human action recognition methods ...
We combine this approach with a new combination of local and global descriptors, namely 3D-SIFT and histograms of oriented optical flow (HOOF), respectively. ...
Acknowledgements This research is funded by Iraqi Ministry of Higher Education and Scientific Research (MHESR). ...
doi:10.1007/s41095-016-0033-9
fatcat:hjjo3awdlfbrrmae63qybiuu7a
Evolutionary Characteristics and Trade-Offs' Development of Social–Ecological Production Landscapes in the Loess Plateau Region from a Resilience Point of View: A Case Study in Mizhi County, China
2020
International Journal of Environmental Research and Public Health
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
the areas from the three-system resilience combination level to achieve regional development trade-offs. ...
Social-ecological production landscape resilience (SELPR) is a significant representation of the continuous supply capacity of landscape services. ...
Conflicts of Interest: The authors declare that there are no conflicts of interest regarding the publication of this paper. ...
doi:10.3390/ijerph17041308
pmid:32085525
pmcid:PMC7068421
fatcat:nlvxnk5vv5dwjinzelbbrm42cu
Paco: A System-Level Abstraction for On-Loading Contextual Data to Mobile Devices
2018
IEEE Transactions on Mobile Computing
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Note that this fulltext copy is not of the "primary" version of this work. The version it corresponds to is:
2017 pre-print arXiv:1703.03504v1 fatcat:4i6ocqb46ffrznfjg4j6e4bcau
Maintaining these rich histories requires frequent sampling and indexed storage of spatiotemporal data that pushes the limits of resource-constrained mobile devices. ...
Today's apps offload processing and storing contextual information, but this increases response time, often relies on the user's data connection, and runs the very real risk of revealing sensitive information ...
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. ...
doi:10.1109/tmc.2018.2795604
fatcat:uk3xuosufjc2npmkzomwoqvhza
Diverse Visualization Techniques and Methods of Moving-Object-Trajectory Data: A Review
2019
ISPRS International Journal of Geo-Information
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
study the spatiotemporal conditions of the entire trajectory set and microscopically analyze the individual movement of each trajectory; such methods are widely used in screen display and flat mapping ...
With the improvement of trajectory data quality, these data can generally describe information in the spatial and temporal dimensions and involve many other attributes (e.g., speed, orientation, and elevation ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/ijgi8020063
fatcat:fjd5jjfrhncfpowutovxxiyhpe
Spatiotemporal Data Mining: Issues, Tasks And Applications
2012
International Journal of Computer Science & Engineering Survey
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2018; you can also visit the original URL.
The file type is application/pdf.
Spatiotemporal data usually contain the states of an object, an event or a position in space over a period of time. ...
In this paper, the issues and challenges related to spatiotemporal data representation, analysis, mining and visualization of knowledge are presented. ...
Patterns that describe changes in space and time are referred to as spatiotemporal patterns. ...
doi:10.5121/ijcses.2012.3104
fatcat:smom5x2ybbgilavylsg7dju3pu
Visualizing Uncertainty in Cultural Heritage Collections
[article]
2018
EuroVis Workshop on Trustworthy Visualization
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
, color coding, and a space-time cube representation. ...
To make these levels of data quality transparent, the visualization of uncertainty poses a vital challenge for interfaces across the board. ...
Acknowledgments This work was supported by a grant from the Austrian Science Fund (FWF), No. P28363-24 and from the NFB, No. SC16-032. ...
doi:10.2312/eurorv3.20181142
dblp:conf/eurorvvv-ws/WindhagerFSM18
fatcat:auv32nchsbg7rkgqkz26senbdi
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems
[article]
2021
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Spatiotemporal data mining (STDM) discovers useful patterns from the dynamic interplay between space and time. ...
Moreover, we discuss the limitations in the literature and open research problems related to spatiotemporal data representations, modelling and visualisation, and comprehensiveness of approaches. ...
Accordingly, these issues lead to a trade-off between the accuracy of the output and computational efficiency. ...
arXiv:2103.17128v1
fatcat:ci5pt5bytndr5inolznjsaizpi
Visual analytics for spatiotemporal events
2019
Multimedia tools and applications
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
The use of several synthetic and real datasets supported the evaluation and validation of VAST, suggesting LoDs with different interesting spatiotemporal patterns and pointing the type of expected patterns ...
For each event, its geographic location, time and related attributes are known with high levels of detail (LoDs). ...
From the remaining 15, 4 (GeoTime [28] , Space-time Cube [32] , Time Varying-Hierarchies on Maps [25] , and Spatio-temporal Event Visualization [21] ) make use of the space-time cube concept (X-Y to ...
doi:10.1007/s11042-019-08012-2
fatcat:k5pafls3dfdblno5llx6nd2wuu
Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data
[article]
2018
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
We mapped point cloud data into dense occupancy grids, then time steps of the occupancy grids are used as inputs into a 3D convolutional neural network which learns the spatiotemporal features in the data ...
The developed model is able to classify gestures from the dataset with 84.44% accuracy. ...
This prevents the model from overfitting and helps to choose a good trade-off between accuracy and training loss. ...
arXiv:1804.08859v1
fatcat:ml725ogqknbhfnac5ez7e54dna
MotionRugs: Visualizing Collective Trends in Space and Time
2018
IEEE Transactions on Visualization and Computer Graphics
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
The challenge in visualizing collective movement data is to show space and time of hundreds of movements at the same time to enable the detection of spatiotemporal patterns. ...
Building upon established space-partitioning strategies, our approach reduces the spatial dimensions in each time step to a one-dimensional ordered representation of the individual entities. ...
ACKNOWLEDGMENTS The authors gratefully acknowledge Prof. Dr. Iain Couzin for providing the dataset and valuable feedback. ...
doi:10.1109/tvcg.2018.2865049
pmid:30136979
fatcat:kjettdxrkfdllekzz6qqvhyjsq
Spatiotemporal Analysis of COVID-19 Spread with Emerging Hotspot Analysis and Space–Time Cube Models in East Java, Indonesia
2021
ISPRS International Journal of Geo-Information
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
In this research, we analyzed COVID-19 distribution patterns based on hotspots and space–time cubes (STC) in East Java, Indonesia. ...
The monthly hotspot analysis results yielded detailed COVID-19 spatiotemporal information and facilitated more in-depth analysis of events and policies in each location/time bin. ...
Conflicts of Interest: The authors declare no conflict of interest.
Acknowledgments: The authors would like to thank all contributors for their work in this research. ...
doi:10.3390/ijgi10030133
doaj:0e36a191e249455480c25608928a27b3
fatcat:k2wcg2napjbplkncvg6cncz42m
Earth system data cubes unravel global multivariate dynamics
2020
Earth System Dynamics
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
An implementation of this concept combines analysis-ready data cubes with a suitable analytic interface. ...
Here, we introduce the concept of Earth system data cubes and how to operate on them in a formal way. ...
But, as we have learned in this discussion, it comes at the price of some pragmatic trade-offs. ...
doi:10.5194/esd-11-201-2020
fatcat:zlkp5tg5f5gohcy3ytukej2qgu
« Previous
Showing results 1 — 15 out of 934 results