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Exploration of Interesting Dense Regions in Spatial Data [article]

Placido A. Souza Neto and Francisco B. Silva Junior and Felipe F. Pontes and Behrooz Omidvar-Tehrani
<span title="2019-03-10">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we define, formalize and explore Interesting Dense Regions (IDRs) which capture preferences of analysts, in order to automatically find interesting spatial highlights.  ...  The approach consists of observing mouse moves (as a means of analyst's interaction) and also the explicit analyst's interaction with data points in order to discover interesting spatial regions with dense  ...  ); • We define and formalize the concept of Interesting Dense Regions (IDRs), a polygon-based approach to explore and highlight spatial data; • We propose an efficient greedy approach to compute highlights  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.04049v1">arXiv:1903.04049v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6idqrlecfzarpipettfg3p3x7a">fatcat:6idqrlecfzarpipettfg3p3x7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929222156/https://arxiv.org/pdf/1903.04049v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/01/76018bafe84e4e3cfb9ace724275448dea274f5a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.04049v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A 3D Visualization of Multiple Time Series on Maps

Sidharth Thakur, Andrew J. Hanson
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oeaspgef5zdw7n2p4lkyxz33je" style="color: black;">2010 14th International Conference Information Visualisation</a> </i> &nbsp;
We present a visualization technique that addresses some of the challenges involved in visually exploring and analyzing the distributions of geo-spatial time-varying data.  ...  In the analysis of spatially-referenced time-dependent data, gaining an understanding of the spatio-temporal distributions and relationships among the attributes in the data can be quite difficult.  ...  We would like to thank our colleagues at Renci and NCSU for providing valuable feedback and interesting data sets to work with.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iv.2010.54">doi:10.1109/iv.2010.54</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iv/ThakurH10.html">dblp:conf/iv/ThakurH10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ih64l6unzzhwbdd67w7f7x7m5e">fatcat:ih64l6unzzhwbdd67w7f7x7m5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811132253/http://people.renci.org/~sthakur/pubs/iv2010_SidThakur_Vis_Multiple_Timeseries.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/89/f0/89f0897fe2cca8039a2bf6467f96122c791d6e8f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iv.2010.54"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

An Interactive Approach for Exploration of Flows Through Direction-Based Filtering

Katerina Vrotsou, Georg Fuchs, Natalia Andrienko, Gennady Andrienko
<span title="2017-05-09">2017</span> <i title="Springer Nature"> Journal of Geovisualization and Spatial Analysis </i> &nbsp;
We illustrate our approach through exploring flows of tourists and locals in the Greater London area.  ...  This paper is concerned with the representation and exploration of flows, defined as spatial interactions between geographic locations.  ...  Conflict of interest On behalf of all authors, the corresponding author states that there is no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s41651-017-0001-7">doi:10.1007/s41651-017-0001-7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yr7lrkfyl5ekxmmmvedkfztgze">fatcat:yr7lrkfyl5ekxmmmvedkfztgze</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181030105715/https://link.springer.com/content/pdf/10.1007%2Fs41651-017-0001-7.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/51/d1519cd2aae9b3e713dd26c2a9a97835a8324e79.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s41651-017-0001-7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Visual Data Mining in Large Geospatial Point Sets

D.A. Keim, C. Panse, M. Sips, S.C. North
<span title="">2004</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mst7benysjfpbf6tk2lttvwoaq" style="color: black;">IEEE Computer Graphics and Applications</a> </i> &nbsp;
A PixelMaps overview of geospatial data reveals subsets with interesting structures by allocating larger display areas to dense regions with many potentially interesting subsets and smaller areas to less  ...  His research interests include visual data mining on large spatial data, spatial data transformation, information visualization, and advanced visual interfaces.  ...  PixelMaps in the Waldo system demonstrates how data mining can be successfully integrated with interactive visualization.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcg.2004.41">doi:10.1109/mcg.2004.41</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/15628099">pmid:15628099</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g4hcmaw2arhipkkk5qxsma3y2i">fatcat:g4hcmaw2arhipkkk5qxsma3y2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811052601/http://www.cin.ufpe.br/~jtalr/Mestrado/01333626.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b1/af/b1afb815d3cd9fe9dd9f86c10642ef2580f5588e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcg.2004.41"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Data Vases: 2D and 3D Plots for Visualizing Multiple Time Series [chapter]

Sidharth Thakur, Theresa-Marie Rhyne
<span title="">2009</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
One challenge associated with the visualization of time-dependent data is to develop graphical representations that are effective for exploring multiple time-varying quantities.  ...  In addition, we extended our method to three dimensions for visualizing time-dependent data on cartographic maps.  ...  Data vases grew out of a visualization framework that was developed with NCSU's Institute for Emerging Issues. We thank Steve Chall and Chris Williams for their contributions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-10520-3_89">doi:10.1007/978-3-642-10520-3_89</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f7smo2aj3fbntdqq62oafvbjtu">fatcat:f7smo2aj3fbntdqq62oafvbjtu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130418054217/http://www.renci.org:80/~sthakur/pubs/isvc09_SidThakur_Data_Vases.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/53/d5/53d529fcae89df89bd53d5d0cdefa3c8b690bfdd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-10520-3_89"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Iterative Exploration of Big Brain Network Data

Florian Ganglberger, Nicolas Swoboda, Lisa Frauenstein, Joanna Kaczanowska, Wulf Haubensak, Katja Bühler
<span title="">2018</span> <i title="The Eurographics Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nz3bgc5hjvedbe7julfimhidve" style="color: black;">Eurographics Workshop on Visual Computing for Biomedicine</a> </i> &nbsp;
On-demand queries on spatial gene expression and connectivity data enable an interactive dissection of dense network graphs - with of billion-edges on voxel-resolution - in real-time based on their spatial  ...  This creates a need for joint exploration of spatial data, such as gene expression patterns, whole brain gene co-expression correlation, structural and functional connectivities together with neuroanatomical  ...  Aggregation Query: A volume of interest (yellow) is selected on 3D spatial data (e.g. spatial gene expression data, red).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/vcbm.20181231">doi:10.2312/vcbm.20181231</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/vcbm/GanglbergerSFKH18.html">dblp:conf/vcbm/GanglbergerSFKH18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ozx2v3bpprajvi7rgfwgol5b5i">fatcat:ozx2v3bpprajvi7rgfwgol5b5i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220119082846/https://diglib.eg.org/xmlui/bitstream/handle/10.2312/vcbm20181231/077-087.pdf;jsessionid=CA0DAB7EB5E8DEEEE54E6213840A2190?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0a/f1/0af198112525661adb290f431b4190eb2ecf4646.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/vcbm.20181231"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Mining Volunteered Geographic Information datasets with heterogeneous spatial reference

Sadiq Hussain, G.C. Hazarika
<span title="">2011</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
However, these methods cannot directly be applied to a spatiotemporal sequence because of the fuzziness of spatial locations in the sequence.  ...  The discovery of hidden periodic patterns in spatiotemporal data could provide unveiling important information to the data analyst.  ...  Different from transactions of market basket data, which are the typical input to frequent pattern mining, geospatial patterns may occur rarely in a dataset but are nevertheless interesting.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/specialissue.2011.010319">doi:10.14569/specialissue.2011.010319</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/37733sl44bf5xegs5p7dr5b4eu">fatcat:37733sl44bf5xegs5p7dr5b4eu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130921211505/http://thesai.org/Downloads/SpecialIssueNo3/Paper%2019-Mining%20Volunteered%20Geographic%20Information%20datasets%20with%20heterogeneous%20spatial%20reference.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e9/0d/e90d491e86eb8476b41a43a078e07bcbbaa7b3a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/specialissue.2011.010319"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Pixel based visual data mining of geo-spatial data

Daniel A. Keim, Christian Panse, Mike Sips, Stephen C. North
<span title="">2004</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eu2m4gixpvbj3bgkrmcfu4ezdi" style="color: black;">Computers &amp; graphics</a> </i> &nbsp;
Spatial data mining, or the discovery of interesting patterns in such databases, is an important capability in the development of database systems.  ...  In this paper we give a short overview of visual data mining techniques, especially for analyzing geo-spatial data.  ...  The rescaling reduces the size of virtually empty regions and reallocates unused pixels to dense regions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cag.2004.03.022">doi:10.1016/j.cag.2004.03.022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eupsifsxcbhmjpqt57gh3q6qoy">fatcat:eupsifsxcbhmjpqt57gh3q6qoy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709183523/https://bib.dbvis.de/uploadedFiles/127.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c2/9d/c29db829de2184f70821d2c5f34c53fd4cebad09.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cag.2004.03.022"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Multilevel Visualization of Travelogue Trajectory Data

Yongsai Ma, Yang Wang, Guangluan Xu, Xianqing Tai
<span title="2018-01-03">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw2uac7a5jggbfgqwh2wqy7yxu" style="color: black;">ISPRS International Journal of Geo-Information</a> </i> &nbsp;
We propose a multilevel visual analytical method to help find movement patterns in travelogues. The data characteristic of a single travelogue are different from multiple travelogues.  ...  The variety and volume of trajectory data make it very hard to directly find patterns contained within them.  ...  Conflicts of Interest: The authors declare no conflicts of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi7010012">doi:10.3390/ijgi7010012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ttiwvrqalvew7gulsmogtsjmiq">fatcat:ttiwvrqalvew7gulsmogtsjmiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190220194932/http://pdfs.semanticscholar.org/2d73/89926eb2828c232fca6d84e068be24f2789f.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2d/73/2d7389926eb2828c232fca6d84e068be24f2789f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi7010012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Towards Visual Analytics for Multi-Sensor Analysis of Remote Sensing Archives [article]

Daniel Eggert, Mike Sips, Patrick Köthur
<span title="">2016</span> <i title="The Eurographics Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xft7bb3h5jfqnkrdmxdcquswry" style="color: black;">Workshop on Visualisation in Environmental Sciences (EnvirVis)</a> </i> &nbsp;
To better detect and study processes on the Earth's surface, scientists want to combine various satellite data and extract potentially interesting patterns from the combined data.  ...  To demonstrate the utility of our visual exploration solution, we use a real-world scenario: the assessment and selection of scenes in order to study the change of forest cover in Europe.  ...  To define the region of interest (ROI), we simply have to draw a rectangle around Europe in the interactive map element of the tool (Figure 1 , (1)) (DR1).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/envirvis.20161100">doi:10.2312/envirvis.20161100</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/envirvis-ws/EggertSK16.html">dblp:conf/envirvis-ws/EggertSK16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qblt4d73q5f6lf67id5flk7nwq">fatcat:qblt4d73q5f6lf67id5flk7nwq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220116001657/https://diglib.eg.org/xmlui/bitstream/handle/10.2312/envirvis20161100/007-011.pdf;jsessionid=12B31BB49481086F8B1B54FD37BA54EE?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/a3/3ea3ca4f4ad67fb401ae845c0b83d6732d6b00ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/envirvis.20161100"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fancies and Fallacies of Spatial Sampling With Transcranial Magnetic Stimulation (TMS)

Luigi Cattaneo
<span title="2018-07-05">2018</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5r5ojcju2repjbmmjeu5oyawti" style="color: black;">Frontiers in Psychology</a> </i> &nbsp;
For obvious practical reasons, TMS cannot be a whole-brain measure and dense sampling can be limited to small cortical regions of interest, as has been done in the small number of examples in the literature  ...  This can be achieved for example by adopting small spatial grids that, however, cover comprehensively a cortical region of interest.  ...  Conflict of Interest Statement: The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fpsyg.2018.01171">doi:10.3389/fpsyg.2018.01171</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30026721">pmid:30026721</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6042252/">pmcid:PMC6042252</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r7aw452jsrhppgzeqcjrsskiei">fatcat:r7aw452jsrhppgzeqcjrsskiei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190220191159/http://pdfs.semanticscholar.org/2802/c02db5c9c5e8c849b3e1cb34dd11778301dc.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/28/02/2802c02db5c9c5e8c849b3e1cb34dd11778301dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fpsyg.2018.01171"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6042252" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

linus: Conveniently explore, share and present large-scale biological trajectory data from a web browser [article]

Johannes Waschke, Mario Hlawitschka, Kerim Anlas, Vikas Trivedi, Ingo Roeder, Jan Huisken, Nico Scherf
<span title="2020-04-18">2020</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In biology we encounter large-scale trajectory data, but exploring and communicating patterns in such data is often a cumbersome task.  ...  visualisations that are shareable, both offline and online, to facilitate the collaborative discovery of patterns in large and complex trajectory data.  ...  The user can define spatial regions of interest (ROIs) and iteratively refine them in order to highlight trajectories of interest and to download them as CSV files for subsequent analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.04.17.043323">doi:10.1101/2020.04.17.043323</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oszbnx7jjndalhb5klzcyawwgm">fatcat:oszbnx7jjndalhb5klzcyawwgm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505024248/https://www.biorxiv.org/content/biorxiv/early/2020/04/18/2020.04.17.043323.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ae/95/ae95a3a04f3fdd4adc0312c4663f52a8a5435481.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.04.17.043323"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

Multiple Uncertainties in Time-Variant Cosmological Particle Data

Steve Haroz, Kwan-Liu Ma, Katrin Heitmann
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/553mn3ftxzcw3dqndtflgqwduq" style="color: black;">2008 IEEE Pacific Visualization Symposium</a> </i> &nbsp;
Obtaining this insight can necessitate visualizing the many relationships among temporal, spatial, and other dimensionalities of data and its uncertainties.  ...  We utilize multiple views for interactive dataset exploration and selection of important features, and we apply those techniques to the unique challenges of cosmological particle datasets.  ...  Department of Energy through the SciDAC program with Agreement No. DE-FC02-06ER25777. Thanks to the Cosmic Data ArXiv for making the datasets publicly available.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pacificvis.2008.4475478">doi:10.1109/pacificvis.2008.4475478</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/apvis/HarozMH08.html">dblp:conf/apvis/HarozMH08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3rt2uxlni5fk5nahl3q4hzzcgi">fatcat:3rt2uxlni5fk5nahl3q4hzzcgi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171208175728/https://core.ac.uk/download/pdf/87011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/51/1d/511db2e4ea4fc231c47b1890866dbb9a27d42027.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pacificvis.2008.4475478"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Integrating Randomization and Discrimination for Classifying Human-Object Interaction Activities [chapter]

Aditya Khosla, Bangpeng Yao, Li Fei-Fei
<span title="">2014</span> <i title="Springer International Publishing"> Human-Centered Social Media Analytics </i> &nbsp;
be explored for finegrained image classification.  ...  It is interesting to observe that computer vision research has followed a similar trajectory.  ...  In this chapter, we explore a dense feature representation to distinguish finegrained image classes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-05491-9_5">doi:10.1007/978-3-319-05491-9_5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2rmnayfpgjdp7envy6vsj4pgqa">fatcat:2rmnayfpgjdp7envy6vsj4pgqa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150523220330/http://people.csail.mit.edu/khosla/papers/springer2014_khosla.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8a/9a/8a9ad52db203f0090c83568b31cfe969b870cdc2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-05491-9_5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Visual Data Mining of Large Spatial Data Sets [chapter]

Daniel A. Keim, Christian Panse, Mike Sips
<span title="">2003</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Extraction of interesting knowledge from large spatial databases is an important task in the development of spatial database systems.  ...  Visual data mining applies human visual perception to the exploration of large data sets.  ...  There are several approaches to coping with dense spatial data already in common use [11] . One widely used method is a 2.5D visualization showing data points aggregated up to map regions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-39845-5_17">doi:10.1007/978-3-540-39845-5_17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wddmfeikgvh7pb4muj4wqeaulq">fatcat:wddmfeikgvh7pb4muj4wqeaulq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170814223435/https://kops.uni-konstanz.de/bitstream/handle/123456789/5655/dnis2003.pdf?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/25/cd/25cd22f99940c86138280bbcf357240a7ddefa91.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-39845-5_17"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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