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Interactive Exploration of Correlated Time Series

Daniel Petrov, Rakan Alseghayer, Mohamed Sharaf, Panos K. Chrysanthis, Alexandros Labrinidis
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the ExploreDB&#39;17 on - ExploreDB&#39;17</a> </i> &nbsp;
Our experimental results show that our algorithms outperform existing ones and enable high degree of interactivity in exploring large time series data.  ...  One such insight is nding pairs of time series, in which subsequences of values exhibit certain levels of correlation.  ...  interactive pairwise correlation of subsequences of time series data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3077331.3077335">doi:10.1145/3077331.3077335</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigmod/PetrovASCL17.html">dblp:conf/sigmod/PetrovASCL17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/thewjkdu4bdlxlpaf74stdcaba">fatcat:thewjkdu4bdlxlpaf74stdcaba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218103603/https://static.aminer.org/pdf/20170130/pdfs/sigmod/m5vbyfla3vukhciq70w9q8m2tsnb6gfa.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/c8/12/c812978d78d646806b9bc2c430e76b09e07d1e6a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3077331.3077335"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Describing Temporal Correlation Spatially in a Visual Analytics Environment

Abish Malik, Ross Maciejewski, Erin Hodgess, David S Ebert
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zlnwsi4sefbkvlcgv2zcupjqum" style="color: black;">2011 44th Hawaii International Conference on System Sciences</a> </i> &nbsp;
In this work, we present an interactive visual analytics system for exploring temporal linear correlations across a variety of spatial aggregations.  ...  Linear correlation values between time series are displayed as a choropleth map using a divergent color scheme.  ...  Users are able to interactively select a set of time series data and using their specific domain knowledge, interactively explore correlations in the temporal domain and visualize the correlations at various  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hicss.2011.144">doi:10.1109/hicss.2011.144</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hicss/MalikMHE11.html">dblp:conf/hicss/MalikMHE11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b2ivc2kclzhohjdzlqsb5g36vy">fatcat:b2ivc2kclzhohjdzlqsb5g36vy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150923053400/http://csdl.computer.org/csdl/proceedings/hicss/2011/4282/00/03-05-01.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/d0/9a/d09a5bc904bd33b4e9b8964c3b20769e45d59cae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hicss.2011.144"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Visual Analytics for Correlation-Based Comparison of Time Series Ensembles

P. Köthur, C. Witt, M. Sips, N. Marwan, S. Schinkel, D. Dransch
<span title="">2015</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p2lpq6bugfcqxk44anrm6yki4m" style="color: black;">Computer graphics forum (Print)</a> </i> &nbsp;
Therefore, we propose a visual analytics approach that extends the WCC to support a correlation-based comparison of two ensembles of time series.  ...  This important technique can only be used to compare two single time series. However, many applications require the comparison of ensembles of time series.  ...  Acknowledgements This research was in part funded by the German Federal Ministry of Education and Research (BMBF project PROGRESS, 03IS2191B).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/cgf.12653">doi:10.1111/cgf.12653</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/min4waba3bee3caazedqfwxuzu">fatcat:min4waba3bee3caazedqfwxuzu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720143935/http://gfzpublic.gfz-potsdam.de/pubman/item/escidoc:1252163:5/component/escidoc:1416082/1252163.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/a4/b0/a4b0dc61fb7b382a86344aa61b59b377bcb175a2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/cgf.12653"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A GPU accelerated interactive interface for exploratory functional connectivity analysis of FMRI data

Anders Eklund, Ola Friman, Mats Andersson, Hans Knutsson
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/anlh4tvwprcrtoxv5d4h6a7rye" style="color: black;">2011 18th IEEE International Conference on Image Processing</a> </i> &nbsp;
A common measure of connectivity is the temporal correlation between a reference voxel time series and all the other time series in a functional MRI data set.  ...  An fMRI data set generally contains more than 20,000 within-brain voxels, making a complete correlation analysis between all possible combinations of voxels heavy to compute, store, visualize and explore  ...  The authors would like to thank the Novamedtech project at Linköping university for financial support of our GPU hardware and Johan Wiklund for support with the CUDA installations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2011.6115753">doi:10.1109/icip.2011.6115753</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icip/EklundFAK11.html">dblp:conf/icip/EklundFAK11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xlqgr7m6urbq3g4spaae4goiwq">fatcat:xlqgr7m6urbq3g4spaae4goiwq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722125310/http://liu.diva-portal.org/smash/get/diva2:445120/FULLTEXT01" 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/fe/3b/fe3bb9368477ba8449a41a3527e23a54f4cf0c2e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2011.6115753"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Predicting climate effects on Pacific sardine

E. R. Deyle, M. Fogarty, C.-h. Hsieh, L. Kaufman, A. D. MacCall, S. B. Munch, C. T. Perretti, H. Ye, G. Sugihara
<span title="2013-03-27">2013</span> <i title="Proceedings of the National Academy of Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nvtuoas5pbdsllkntnhizy4f4q" style="color: black;">Proceedings of the National Academy of Sciences of the United States of America</a> </i> &nbsp;
In fact, nonlinear systems (systems with state-dependent interactions) can produce mirage correlations: variables that seem positively correlated over one period in time may seem negatively correlated  ...  Here, we show that methods based on multivariate state space reconstruction (SSR) (8) offer an alternative method for studying physical-biological interactions from observational time series.  ...  In fact, nonlinear systems (systems with state-dependent interactions) can produce mirage correlations: variables that seem positively correlated over one period in time may seem negatively correlated  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.1215506110">doi:10.1073/pnas.1215506110</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23536299">pmid:23536299</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3631642/">pmcid:PMC3631642</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sjepdgw53na3racfy25myqkqlq">fatcat:sjepdgw53na3racfy25myqkqlq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191013074849/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC3631642&amp;blobtype=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/49/05/490514738123e2324477149ca8197c0895dbaf4e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.1215506110"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3631642" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Stack zooming for multi-focus interaction in time-series data visualization

Waqas Javed, Niklas Elmqvist
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/553mn3ftxzcw3dqndtflgqwduq" style="color: black;">2010 IEEE Pacific Visualization Symposium (PacificVis)</a> </i> &nbsp;
Information visualization shows tremendous potential for helping both expert and casual users alike make sense of temporal data, but current time series visualization tools provide poor support for comparing  ...  branches in the visual exploration.  ...  ACKNOWLEDGEMENTS This work was partly funded by Google under the research project "Multi-Focus Interaction for Time-Series Visualization."  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pacificvis.2010.5429613">doi:10.1109/pacificvis.2010.5429613</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/apvis/JavedE10.html">dblp:conf/apvis/JavedE10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4x6uacv45ffirj3j6k2k6v43bm">fatcat:4x6uacv45ffirj3j6k2k6v43bm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706053027/https://engineering.purdue.edu/~elm/projects/stackzoom/stackzoom.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/a2/94/a294b1a0a261bbe2496753e4f33c80f1c2f19ed5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pacificvis.2010.5429613"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Page 334 of Behavior Research Methods Vol. 45, Issue 2 [page]

<span title="">2013</span> <i title="Psychonomic Society, Inc."> <a target="_blank" rel="noopener" href="https://archive.org/details/pub_behavior-research-methods" style="color: black;">Behavior Research Methods</a> </i> &nbsp;
In addition to providing an objective quantification of bodily synchrony, the cross-correlation coefficient across time lags allows for a greater exploration of trends of lag¬ ging and leading in bodily  ...  As lag increases, the time series are being correlated at a wider relative lag and are, therefore, further apart in time; synchrony would predict a drop in the correlation coefficients as time lag increases  ... 
<span class="external-identifiers"> </span>
<a target="_blank" rel="noopener" href="https://archive.org/details/sim_behavior-research-methods_2013-06_45_2/page/334" title="read fulltext microfilm" 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> Archive [Microfilm] <div class="menu fulltext-thumbnail"> <img src="https://archive.org/serve/sim_behavior-research-methods_2013-06_45_2/__ia_thumb.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Exploratory Analysis of Time-Series with ChronoLenses

Jian Zhao, F. Chevalier, E. Pietriga, R. Balakrishnan
<span title="">2011</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hjrujdrg7zaghbdsp5pdzq7cmm" style="color: black;">IEEE Transactions on Visualization and Computer Graphics</a> </i> &nbsp;
Abstract-Visual representations of time-series are useful for tasks such as identifying trends, patterns and anomalies in the data.  ...  Many techniques have been devised to make these visual representations more scalable, enabling the simultaneous display of multiple variables, as well as the multi-scale display of time-series of very  ...  We also thank Theophanis Tsandilas for helpful comments about early drafts of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2011.195">doi:10.1109/tvcg.2011.195</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/22034363">pmid:22034363</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e2buc4lthrcefllzrrqjvyt7p4">fatcat:e2buc4lthrcefllzrrqjvyt7p4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171116123536/http://www.cs.utoronto.ca:80/~fchevali/resources/publications/chronolenses-Infovis2011.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/2a/6f/2a6f78fa74d214debf9d2a0d4c9d007a02d1a38a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2011.195"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

CbGRiTS: Cerebellar gene regulation in time and space

Thomas Ha, Douglas Swanson, Matt Larouche, Randy Glenn, Dave Weeden, Peter Zhang, Kristin Hamre, Michael Langston, Charles Phillips, Mingzhou Song, Zhengyu Ouyang, Elissa Chesler (+8 others)
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2ojtrdr5enbotexnfakgsvrhai" style="color: black;">Developmental Biology</a> </i> &nbsp;
We present three analytical approaches that take advantage of specific aspects of the time series for transcriptome analysis.  ...  Users can evaluate expression profiles across cerebellar development in a deep time series with graphical interfaces for data exploration and link-out to anatomical expression databases.  ...  series dataset and both databases complement each other nicely for the purpose of exploring gene expression pattern over time and tissue.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ydbio.2014.09.032">doi:10.1016/j.ydbio.2014.09.032</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/25446528">pmid:25446528</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hugec223yncpndoynwqhkapgm4">fatcat:hugec223yncpndoynwqhkapgm4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170927044415/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/4bc/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMDAxMjE2MDYxNDAwNTAxNg%3D%3D.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/32/2d/322d468545debd90cd538d51794a765637921b2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ydbio.2014.09.032"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Supporting Visual Parameter Analysis of Time Series Segmentation with Correlation Calculations [article]

Christian Eichner, Heidrun Schumann, Christian Tominski
<span title="">2018</span> <i title="The Eurographics Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fvnub6swsjfnhdwblr4kp44pry" style="color: black;">Eurographics Conference on Visualization</a> </i> &nbsp;
We aim to support the visual parameter analysis of algorithms for the segmentation of time series.  ...  By interactive exploration, the analyst can study the multidimensional parameter space in depth.  ...  We are interested in the parameter space analysis of algorithms for the segmentation of time series.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/eurp.20181124">doi:10.2312/eurp.20181124</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/vissym/EichnerST18.html">dblp:conf/vissym/EichnerST18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7hmtn76d2jfqdkgme5pjvtlaxa">fatcat:7hmtn76d2jfqdkgme5pjvtlaxa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220113063338/https://diglib.eg.org/xmlui/bitstream/handle/10.2312/eurp20181124/037-039.pdf;jsessionid=C5510BAA2660E0B82D9A3E30E14C3EDC?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/63/ff/63ff1a96daa1322f785603b97c54148d8be75ce6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/eurp.20181124"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Visual Analytics Law Enforcement Toolkit

Abish Malik, Ross Maciejewski, Timothy F. Collins, David Ebert
<span title="">2010</span> <i title="IEEE"> 2010 IEEE International Conference on Technologies for Homeland Security (HST) </i> &nbsp;
VALET provides users with a suite of analytical tools coupled with an interactive visual interface for data exploration and analysis.  ...  correlations among CTC incidents and spatial demographics.  ...  Department of Homeland Security's VACCINE Center under Award Number 2009-ST-061-CI0001.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ths.2010.5655057">doi:10.1109/ths.2010.5655057</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o5thpacfljg2ng2fuqgn2yqxvu">fatcat:o5thpacfljg2ng2fuqgn2yqxvu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120714035500/http://rmaciejewski.faculty.asu.edu/papers/2010/VALET.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/d5/74/d574d528c157a858faeaf9123f91b02e02d843c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ths.2010.5655057"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Networks of Causal Linkage Between Eigenmodes Characterize Behavioral Dynamics of Caenorhabditis elegans

Erik Saberski, Antonia K. Bock, Rachel Goodridge, Vitul Agarwal, Tom Lorimer, Scott A. Rifkin, George Sugihara, Greg J Stephens
<span title="2021-09-10">2021</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ch57atmlprauhhbqdf7x4ytejm" style="color: black;">PLoS Computational Biology</a> </i> &nbsp;
We find relationships between all pairs of eigenmodes, but the timescales of the interactions vary between pairs and across individuals.  ...  To explore this issue, we focus on the model organism Caenorhabditis elegans, where behaviors have been extensively recorded and classified.  ...  If mapping time series Y onto time series X can be used to predict values of X, then X has a causal influence on Y.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pcbi.1009329">doi:10.1371/journal.pcbi.1009329</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34506477">pmid:34506477</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8494368/">pmcid:PMC8494368</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zpe47uwdyvf4bbi2krphgr7tky">fatcat:zpe47uwdyvf4bbi2krphgr7tky</a> </span>
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Radiocarbon dating uncertainty and the reliability of the PEWMA method of time-series analysis for research on long-term human-environment interaction

W. Christopher Carleton, David Campbell, Mark Collard, Peter F. Biehl
<span title="2018-01-19">2018</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
Statistical time-series analysis has the potential to improve our understanding of humanenvironment interaction in deep time.  ...  When two time-series are correlated with a coefficient of 0.25, the method is able to identify that relationship correctly 20-30% of the time, providing the time-series contain low noise levels.  ...  We received financial support from the Social Sciences and Humanities Research Council of Canada  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0191055">doi:10.1371/journal.pone.0191055</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29351329">pmid:29351329</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5774753/">pmcid:PMC5774753</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/buzor3mu5ja3biuv6nbdyxfjuu">fatcat:buzor3mu5ja3biuv6nbdyxfjuu</a> </span>
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A survey on visual analysis of ocean data

Cui Xie, Mingkui Li, Haoying wang, Junyu Dong
<span title="">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ftb4p4a2tfai7ispzyhzuqwpca" style="color: black;">Visual Informatics</a> </i> &nbsp;
Interactive visual analysis serves as an efficient complementary approach for the detection of various phenomena or patterns, and correlation exploring or comparing multiple variables in researchers daily  ...  elements and multivariate analysis, ocean phenomena identification and tracking, patterns or correlation discovery, ensembles and uncertainties exploration.  ...  Science Foundation of Shandong Province,China (No.ZR2018ZB0852).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.visinf.2019.08.001">doi:10.1016/j.visinf.2019.08.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lnf2ixaegjhzjcz3tumnwhgjam">fatcat:lnf2ixaegjhzjcz3tumnwhgjam</a> </span>
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Page 1078 of The Journal of Animal Ecology Vol. 71, Issue 6 [page]

<span title="">2002</span> <i title="Blackwell Publishing Ltd."> <a target="_blank" rel="noopener" href="https://archive.org/details/pub_journal-of-animal-ecology" style="color: black;">The Journal of Animal Ecology</a> </i> &nbsp;
To explore synchrony in local host densities and assess whether patch dynamics were correlated, we examined the correlation coefficients of beetle and wasp densities between each of the patches and all  ...  Summary of the time series statistical models, order of the density-dependent (Ar) and density-independent (MA) components, AIC values and parameters values (+ se) for the single-species, C. chinensis  ... 
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