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Assessing self organizing maps via contiguity analysis

Ludovic Lebart
<span title="">2006</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oml24fsyizfuhn3rn5np75ubdi" style="color: black;">Neural Networks</a> </i> &nbsp;
Applied to the graph induced by a Self Organising Map (SOM), Contiguity Analysis provides a set of linear projectors leading to a representation as close as possible to the SOM map.  ...  Contiguity Analysis is a straightforward generalization of Linear Discriminant Analysis in which the partition of elements is replaced by a more general graph structure.  ...  Introduction For many users, the Self Organizing Maps outperform both usual clustering techniques and principal axes techniques (principal components analysis, correspondence analysis, etc.).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neunet.2006.05.004">doi:10.1016/j.neunet.2006.05.004</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/16777380">pmid:16777380</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3h4p54retjhezmlj57tqlcqnh4">fatcat:3h4p54retjhezmlj57tqlcqnh4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709173216/https://samos.univ-paris1.fr/archives/WSOM05/papers/WSOM2005-93.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/d4/11/d411a87f725d26596e8c1fc156d66278ee32487b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neunet.2006.05.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Visualization of Textual Data [chapter]

Ludovic Lebart, André Salem, Lisette Berry
<span title="">1998</span> <i title="Springer Netherlands"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3hkmjm3unndmxjllfvyyxyrgme" style="color: black;">Text, Speech and Language Technology</a> </i> &nbsp;
The paper proposes, through Contiguity Analysis, a set of linear projectors providing a representation as close as possible to a SOM map.  ...  The Kohonen self organizing maps (SOM) can be viewed as a visualisation tool that performs a sort of compromise between a high-dimensional set of clusters and the 2-dimensional plane generated by some  ...  SOM maps and associated graphs The self organizing maps (SOM maps) [Kohonen, 1989] aim at clustering a set of multivariate observations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-94-017-1525-6_6">doi:10.1007/978-94-017-1525-6_6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hvyfgygpmjfvzplz4sracicomy">fatcat:hvyfgygpmjfvzplz4sracicomy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808055236/http://conferences.telecom-bretagne.eu/asmda2005/IMG/pdf/proceedings/73.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/6d/07/6d07126218ffb89670f93041092771f0c5dc2548.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-94-017-1525-6_6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Advances in Self-Organizing Maps

Marie Cottrell, Michel Verleysen
<span title="">2006</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oml24fsyizfuhn3rn5np75ubdi" style="color: black;">Neural Networks</a> </i> &nbsp;
Each two years, the "Workshop on Self-Organizing Maps" (WSOM) covers the new developments in the field. The WSOM series of conferences was initiated in 1997 by Prof.  ...  The Self-Organizing Map (SOM) with its related extensions is the most popular artificial neural algorithm for use in unsupervised learning, clustering, classification and data visualization.  ...  Lebart assesses SOM via contiguity analysis, and provides a way to visualize the shape of the clusters. SOM and related methods may be used on rough vector data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neunet.2006.05.011">doi:10.1016/j.neunet.2006.05.011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/llpbprrudjgw3g5isa5mupyfju">fatcat:llpbprrudjgw3g5isa5mupyfju</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190415112810/https://core.ac.uk/download/pdf/52835021.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/be/36/be36c20eae25f4df68e36745604e889e24921d67.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neunet.2006.05.011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Synthetic genes for the elucidation of glycosylation codes for arabinogalactan-proteins and other hydroxyproline-rich glycoproteins

M.J. Kieliszewski, E. Shpak
<span title="">2001</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a5zaemqj4za4nekjggicuat22q" style="color: black;">Cellular and Molecular Life Sciences (CMLS)</a> </i> &nbsp;
The uses of synthetic genes in HRGP glycosylation site mapping and structural/functional analysis are also discussed.  ...  Thus, HRGP functional analysis necessarily devolves into the rules and roles of glycosylation.  ...  Glycosylation site mapping via synthetic genes The results described above encouraged us to assess the predictive value of the Hyp contiguity hypothesis and refine it further by designing simple genes  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/pl00000783">doi:10.1007/pl00000783</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/11693521">pmid:11693521</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rnqcdbsphfef5jwamuqnkng6fm">fatcat:rnqcdbsphfef5jwamuqnkng6fm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20081031161154/http://oak.cats.ohiou.edu/~kielisze/Publication/M2001-2.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/1e/1d/1e1d9ce6ac0eac67b5839f10654163dad9a890c8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/pl00000783"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Socio-spatial Self-organizing Maps

Kunal Relia, Mohammad Akbari, Dustin Duncan, Rumi Chunara
<span title="2018-11-01">2018</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4tqsh2rwtnd4jbrmw5dfcr2b5i" style="color: black;">Proceedings of the ACM on Human-Computer Interaction</a> </i> &nbsp;
To address this, we create the Socio-spatial-Self organizing map, "SS-SOM" pipeline to best identify regions by their latent social attitude from Twitter posts.  ...  Socio-Spatial Self-Organizing Map (SS-SOM) Self-organizing Maps are frequently used in geographical clustering problems, the main difference being that the constraint of contiguous clusters is not imposed  ...  The input signal (vector containing information about the attributes of data to be mapped) is linked to a spatial location and the "self-organized map" (SOM), is organized based on the amplitude of these  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3274414">doi:10.1145/3274414</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30957076">pmid:30957076</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6448781/">pmcid:PMC6448781</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/72rqatd7brcu5bb3nsqpexvwmi">fatcat:72rqatd7brcu5bb3nsqpexvwmi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929110241/https://arxiv.org/pdf/1803.09002v2.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/89/82/8982956f04557d170dcbe501ad33465efa1cf0a2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3274414"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448781" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Neurodynamics and the Revival of Associationism in Cognitive Science [chapter]

Pim Haselager
<span title="">1999</span> <i title="Springer US"> Understanding Representation in the Cognitive Sciences </i> &nbsp;
Dynamical Systems Theory Dynamical systems theory studies the self-organization of dissipative, complex systems.  ...  Local maps can be correlated and coordinated with other local maps via reentrant connections resulting in thoroughly intertwined sensorimotor activity.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-585-29605-0_12">doi:10.1007/978-0-585-29605-0_12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/li4a6qo3lrfi7kua5ghygj23zm">fatcat:li4a6qo3lrfi7kua5ghygj23zm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321111420/http://www.socsci.ru.nl/haselag/publications/NeuroAssoc99.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/0f/ef/0fef882cda3e1fe33d525570f34b8c568733f313.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-585-29605-0_12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Using Self Organizing Maps to Analyze Demographics and Swing State Voting in the 2008 U.S. Presidential Election [chapter]

Paul T. Pearson, Cameron I. Cooper
<span title="">2012</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;
Emergent self-organizing maps (ESOMs) and k-means clustering are used to cluster counties in each of the states of Florida, Pennsylvania, and Ohio by demographic data from the 2010 United States census  ...  Clustering by Emergent Self-Organizing Maps Emergent self organizing maps (ESOMs) are SOMs with several thousand weights (i.e., neurons), whereas ordinary SOMs have tens or hundreds of weights.  ...  Background Self organizing maps were created by Finnish professor Teuvo Kohonen in the 1960s.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-33212-8_19">doi:10.1007/978-3-642-33212-8_19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/je7uglfoyne4fihjebyk5wilyy">fatcat:je7uglfoyne4fihjebyk5wilyy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728123908/https://link.springer.com/content/pdf/10.1007%2F978-3-642-33212-8_19.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/d3/7e/d37efae054debe6b79a4acc4927102e2453637f3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-33212-8_19"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

May Functional Imaging be Helpful for Behavioral Assessment in Children? Regions of Motor and Associative Cortico-Subcortical Circuits Can be Differentiated by Laterality and Rostrality

Julia M. August, Aribert Rothenberger, Juergen Baudewig, Veit Roessner, Peter Dechent
<span title="2015-06-02">2015</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/adcuz6lgabeidhngmk32v7egkq" style="color: black;">Frontiers in Human Neuroscience</a> </i> &nbsp;
Differencing evidence argues for a lateralized organization of the sensorimotor loop and a bilateral (i.e., non-lateralized) organization of the associative loop.  ...  A further development of this approach might help to nurture behavioral assessment and neurofeedback training in child mental health.  ...  In addition, a conjunction analysis as well as a contrast analysis was conducted. Corresponding t-maps were thresholded equally for all four group analyses at p < 0.001 (t > 3.77).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnhum.2015.00314">doi:10.3389/fnhum.2015.00314</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26082707">pmid:26082707</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4451693/">pmcid:PMC4451693</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3tj25bvwdndazfatt65zpfsq4y">fatcat:3tj25bvwdndazfatt65zpfsq4y</a> </span>
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How organization highlighting through signaling, spatial contiguity and segmenting can influence learning with concept maps

Sascha Schneider, Felix Krieglstein, Maik Beege, Günter Daniel Rey
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aasrrc5ug5cdxjhbxmbz7toqbq" style="color: black;">Computers and Education Open</a> </i> &nbsp;
Highlights • Organization highlighting principles were examined in concept maps • Signaling cues, a high spatial contiguity and segmenting enhanced learning ORGANIZATION HIGHLIGHTING IN CONCEPT MAPS 2  ...  In two experiments (N1 = 104; N2 = 155), the effect of organization highlighting in concept maps on learning was investigated applying the signaling and the spatial contiguity principle (Experiment 1)  ...  Moreover, a map with high spatial proximity had a significant impact on the self-assessed probability with which participants feel confident that they can answer questions correctly in a learning test  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.caeo.2021.100040">doi:10.1016/j.caeo.2021.100040</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iegjsag5afdsjbeoz4typ4smz4">fatcat:iegjsag5afdsjbeoz4typ4smz4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716202753/https://pdf.sciencedirectassets.com/777244/AIP/1-s2.0-S2666557321000112/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEFMaCXVzLWVhc3QtMSJHMEUCIArGHVOJ4zDgkrWYj7efRmLCrozG1dQjpVI2pHAq2FtdAiEAkzUn9dIvTXDrjfH9H%2BScPaBxlqU10EeYWIlYpti3yOIq%2BgMITBAEGgwwNTkwMDM1NDY4NjUiDACVAqPu5vqvQ6Cr2irXA7GsheInk28GIBNs%2B43faA1OUc7%2BUWM0atilYIusInAXdJrtZnORsQ3gq2Sz%2Bi3WFS2IdAnqXZki3ekXSWYYwQscn8j1IjXFsBmMBszLiqGsR8WSB21lvjoNHhRDwucUb5VM6JlXyWuCMILTb1mvWt27Rn0e8MQcKWXgubAJgevxiBXzHLd5IwuN4JCqMhRPRBoB%2B%2Bv9fx7%2Ft5X%2Bw2%2BCFC5wILMo5Gtr5GuAcoYPZpnBkM8OSUB8BNZb1YzCyGFc7eGlbUV1UxFo6ASX6bs4GoCapB4ZIB86QgSUpfIeQTAf9%2B2msPdIInSlsPwF6Y9FZdSjJAxuqCr%2FfIwmdRethUQVxEkXe%2BP80PE9fhpicP1Vs2FzEU9VOn0zZ29JqKqLbPwejPKebYgus%2Bm0jrO%2FO%2Bq37Md7T3z6ehMozbVDeFeHzFJhLkntjXlVJXHjj53ya0A4NwTJfhdAiU9SpURNRRCDwqZx36k2naC%2BNrn2TkD0e1bELTcy%2FGDeA3Nx1%2B7elzjxtvFneVSnN0I9ThrFTEMm2u5%2B5FKUUZKVbP7g8No8Av8NX5aG9qP0JXjvEYeoq7zXoehfjsS3kvP4pQduHL1QtFLQlrR9jyAEN%2FUQcx4UUwOuNNm9ZTCjp8eHBjqlAe%2FbuA1DrAz0aJGQZhoyLKkI97ROvwEi7wr7MOC6sdCX%2FTmtAIkoNajGVQ0uVom8EmFk5p%2F1GmDRNTq6ZKjqq5s77xCkOhpLWvzb0NDM9cu43XQnMoOANxTq4g%2FqLqoXyAFnRHOOV4pgSVGgJ8PKtVKmnokTLXigvr3ZB4LD5%2BLIejFaHYgYtJ%2F2qs82aDEQeLkiVr%2BApn25Qdr8bH8pHnFYE1daeg%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20210716T202750Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYSRX4255Y%2F20210716%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=c4fc88f44453d5db668e2cd36b69f26cb045022faea071c6d07c1b465fd402ac&amp;hash=19a3047e2465a87063463676a79b8d48ad1660b234fa5e233282239eda77569a&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S2666557321000112&amp;tid=spdf-cd23ecf6-36aa-40ea-aa0c-b73d487c76a6&amp;sid=f96631331eb5a94a206989022947004ae9e5gxrqa&amp;type=client" 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/ee/e9/eee9711208863ae1d17ba1b0374b4b31206753f3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.caeo.2021.100040"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Self-organizing tuple reconstruction in column-stores

Stratos Idreos, Martin L. Kersten, Stefan Manegold
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 35th SIGMOD international conference on Management of data - SIGMOD &#39;09</a> </i> &nbsp;
To enable flexible and self-organizing behavior in storage-limited environments, maps are materialized only partially as demanded by the workload.  ...  In this paper, we propose a novel design, partial sideways cracking, that minimizes the tuple reconstruction cost in a self-organizing way.  ...  Experimental Analysis We proceed with a detailed assessment of our partial sideways cracking implementation on top of MonetDB.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1559845.1559878">doi:10.1145/1559845.1559878</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigmod/IdreosKM09.html">dblp:conf/sigmod/IdreosKM09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kl6kodeonjgmzdoklcdh5bwbdq">fatcat:kl6kodeonjgmzdoklcdh5bwbdq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829125350/http://scholar.harvard.edu/files/IKM_SIGMOD09.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/1d/5c/1d5cbc071f918143dbedf67a513850eadf30cbae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1559845.1559878"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Regional regression models of percentile flows for the contiguous US: Expert versus data-driven independent variable selection

Geoffrey Fouad, André Skupin, Christina L. Tague
<span title="2016-12-19">2016</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yoealyvdl5cppbhfojs7qfgu5i" style="color: black;">Hydrology and Earth System Sciences Discussions</a> </i> &nbsp;
Distributed physical and climatic datasets now exist for the contiguous United States (US).  ...  The first step of this process identifies groups of basins through a cluster analysis of the independent variables, followed by the development of a regression model for each group.  ...  As a precursor to cluster 8 analysis, the variables were fed through a neural network called the self-organizing map (SOM).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-2016-639">doi:10.5194/hess-2016-639</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oi7ckltzznbprfybegszpf22wm">fatcat:oi7ckltzznbprfybegszpf22wm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721065039/https://www.hydrol-earth-syst-sci-discuss.net/hess-2016-639/hess-2016-639.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/62/b4/62b46a43ac889e127c1c02af3232aeff63bdf108.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/hess-2016-639"> <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>

Classroom Video Assessment and Retrieval via Multiple Instance Learning [article]

Qifeng Qiao, Peter A. Beling
<span title="2014-03-25">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
speech analysis.  ...  The key element of our approach is a mapping between the semantic concepts of the assessment system and features of the video that can be measured using techniques from the fields of computer vision and  ...  analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1403.6248v1">arXiv:1403.6248v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u4uvtmgq3bdijf4k6mpalgy24u">fatcat:u4uvtmgq3bdijf4k6mpalgy24u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200916071129/https://arxiv.org/pdf/1403.6248v1.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/3e/c1/3ec12a7a5f2c75fc4c47cf07c42ed812c3a5c58c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1403.6248v1" 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>

Imaging Spectroscopy for Conservation Applications

Megan Seeley, Gregory P. Asner
<span title="2021-01-15">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
These challenges in mapping coral reefs leave many governments and conservation organizations with limited and/or outdated reef maps.  ...  Airborne imaging spectroscopy limits the timescale of analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13020292">doi:10.3390/rs13020292</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mbh5tzyyvrgixkzupheabqfhwe">fatcat:mbh5tzyyvrgixkzupheabqfhwe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210122071120/https://res.mdpi.com/d_attachment/remotesensing/remotesensing-13-00292/article_deploy/remotesensing-13-00292.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/bf/ba/bfba777da67314ef6a73fbeeb8726e7ed7d5fc39.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13020292"> <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>

Ablation of atrial fibrillation in the rapid pacing canine model using a multi-electrode loop catheter

Boaz Avitall, Arvydas Urbonas, Scott Millard, Dalia Urboniene, Ray Helms
<span title="">2001</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ssdz5shjvrai3ijjkutdhctqam" style="color: black;">Journal of the American College of Cardiology</a> </i> &nbsp;
Tissue analysis revealed transmural contiguous lesions when final outcome was NSR, and nontransmural/noncontiguous lesions where AF persisted.  ...  Rhythm status was assessed over a six-month recovery period, after which tissue analysis was performed. RESULTS Acute conversion to NSR or atrial tachycardia (AT) was achieved in 90% of cases.  ...  The femoral vein was cannulated with a self-sealed 14F short access sheath. A guiding sheath was inserted via the access sheath.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0735-1097(01)01208-6">doi:10.1016/s0735-1097(01)01208-6</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/11345392">pmid:11345392</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wbxgsew62vgh5mbc4kgbogo3fa">fatcat:wbxgsew62vgh5mbc4kgbogo3fa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171004165911/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/e35/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMDczNTEwOTcwMTAxMjA4Ng%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/cb/49/cb4951bfc0ac58e9414bcf8dcdf967ccfa103899.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0735-1097(01)01208-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Analysis of metal deposit distribution in ants (Crematogaster scutellaris) at the Florence external scanning microbeam

E. Gramigni, S. Calusi, G. Chelazzi, F. Del Greco, G. Delfino, N. Gelli, L. Giuntini, M. Massi, G. Santini
<span title="2011-03-02">2011</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ejahjzuhyne65latgt3a2ib6dm" style="color: black;">X-Ray Spectrometry</a> </i> &nbsp;
To determine in which tissues/organs metals concentrated, we compared PIXE maps with histological images on sections contiguous to the analysed slices.  ...  Measurements were carried out on resin-embedded, self-standing sections for a direct localisation of metal deposits and an easy determination of their content.  ...  maps, thanks to the availability of the histological images contiguous with the analysed slices.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/xrs.1308">doi:10.1002/xrs.1308</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t2lvooiqafbwtgssrsbeq4llue">fatcat:t2lvooiqafbwtgssrsbeq4llue</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720123224/https://flore.unifi.it/retrieve/handle/2158/426665/15305/Gramigni%20et%20al%202011.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/9c/77/9c779ff6123bb08fea9b5bd58b3d986407aacd1a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/xrs.1308"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>
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