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Auto-Extraction and Integration ofMetrics forWeb User Interfaces

Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke
<span title="">2019</span> <i title="River Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7iglacm7w5bpdlbfcm5rcj3pdu" style="color: black;">Journal of Web Engineering</a> </i> &nbsp;
We perform statistical analysis of the 562 M. Bakaev et al. collected metrics in relation to complexity-related subjective evaluations obtained from 63 human subjects of various nationalities.  ...  In our paper, we describe a visual analysis tool which takes a WUI screenshot and produces structured and machine-readable representation (JSON) of the interface elements' spatial allocation.  ...  We also plan to further study information theoretic measures of visual complexity in human perception, including entropy, algorithmic complexity, and compression ratios.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.13052/jwe1540-9589.17676">doi:10.13052/jwe1540-9589.17676</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h33genhf2zhsdlatonlla3mvdy">fatcat:h33genhf2zhsdlatonlla3mvdy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429110405/https://www.riverpublishers.com/journal/journal_articles/RP_Journal_1540-9589_1766.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/19/e8/19e87dc08111e357310be09a5553ce00c0cb4f90.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.13052/jwe1540-9589.17676"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

What Makes a UI Simple? Difficulty and Complexity in Tasks Engaging Visual-Spatial Working Memory

Maxim Bakaev, Olga Razumnikova
<span title="2021-01-19">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hijy7jexkvcipg3tulqv73bck4" style="color: black;">Future Internet</a> </i> &nbsp;
In our paper, we consider two groups of factors as predictors of user performance in such tasks: (1) the metrics based on compression algorithms (RLE and Deflate) plus the Hick's law, which are known to  ...  Tasks that imply engagement of visual-spatial working memory (VSWM) are common in interaction with two-dimensional graphical user interfaces.  ...  Acknowledgments: We thank Vladimir Khvorostov and Roman Petrov who provided technical assistance in development and using the software for the data collection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/fi13010021">doi:10.3390/fi13010021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rlst7y5b7vazxjp5scwbh3p5ne">fatcat:rlst7y5b7vazxjp5scwbh3p5ne</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210226073845/https://res.mdpi.com/d_attachment/futureinternet/futureinternet-13-00021/article_deploy/futureinternet-13-00021.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/5d/91/5d91301d8aabac45b9ffc9c28bb5d3a65a24b095.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/fi13010021"> <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>

"Search, Show Context, Expand on Demand": Supporting Large Graph Exploration with Degree-of-Interest

F. van Ham, A. Perer
<span title="">2009</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;
A common goal in graph visualization research is the design of novel techniques for displaying an overview of an entire graph.  ...  visualization and direct users to interesting datapoints in the context.  ...  ACKNOWLEDGMENTS The authors wish to thank Chris Collins for his efforts in processing and formatting the raw data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2009.108">doi:10.1109/tvcg.2009.108</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19834159">pmid:19834159</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tldramj4wrfhdkporuyiihiqgq">fatcat:tldramj4wrfhdkporuyiihiqgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120526133641/http://www.perer.org:80/papers/pererInfovis2009.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/a6/d4a62d295f36812cba00141297564a4ee0a1a2f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2009.108"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Encoding, Exchange and Manipulation of Captured Immersive VR Sessions for Learning Environments: the PRISMIN Framework

Bruno Fanini, Luigi Cinque
<span title="2020-03-17">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
In the presented work, we investigate applications of an image-based encoding model and its implemented architecture to capture users' interactions performed during VR sessions.  ...  Within the online learning segment, the exchange of such records among different peers over the network presents several challenges related to data transport and/or its decoding routines.  ...  Such operations are indeed more complex to obtain when dealing with raw binary data, especially when such data is in a compressed form.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10062026">doi:10.3390/app10062026</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xnkbp5rn5fefvik7og2g76ydua">fatcat:xnkbp5rn5fefvik7og2g76ydua</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318143302/https://res.mdpi.com/d_attachment/applsci/applsci-10-02026/article_deploy/applsci-10-02026.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/fc/bb/fcbb9f8b7e031435582e9ea8d8fc69f685acca21.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10062026"> <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>

Visual Data Mining of Web Navigational Data

Jiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaiane, Randy Goebel
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ndaajsnje5cgrozx7ron2pvpii" style="color: black;">Information Visualisation</a> </i> &nbsp;
Visualizing the usage data in the context of the web site structure is of major importance, as it puts web access requests and their connectivity in perspective.  ...  Here we present our visual data mining system, WebViz, which allows interactive investigation of web usage data within their structure context, as well as ad-hoc knowledge pattern discovery on web navigational  ...  Acknowledgments Our work is supported by the Canadian Natural Sciences and Engineering Research Council (NSERC), by the Alberta Ingenuity Centre for Machine Learning (AICML), and by the Alberta Informatics Circle of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iv.2007.123">doi:10.1109/iv.2007.123</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iv/ChenZTZG07.html">dblp:conf/iv/ChenZTZG07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/42usdrsptzfbdmmkx2gwcf6v2y">fatcat:42usdrsptzfbdmmkx2gwcf6v2y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809103720/http://webdocs.cs.ualberta.ca/~zaiane/postscript/iv07webviz.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/a4/75/a4759f17ad998250af3bd97a8ee754d100fb4945.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iv.2007.123"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Mapping Text with Phrase Nets

F. van Ham, M. Wattenberg, F.B. Viegas
<span title="">2009</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;
Taken together, these perspectives often provide an illuminating visual overview of the key concepts and relations in a document or set of documents.  ...  Abstract-We present a new technique, the phrase net, for generating visual overviews of unstructured text.  ...  for their useful comments on an earlier version of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2009.165">doi:10.1109/tvcg.2009.165</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19834186">pmid:19834186</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6gidkzxjp5h7vaemr4pslhwa2u">fatcat:6gidkzxjp5h7vaemr4pslhwa2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130328192916/http://www.cg.tuwien.ac.at/courses/InfoVis/papers/InfoVis2009%20Mapping%20Text%20with%20Phrase%20Nets%20%5BFrank%20van%20Ham%5D.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/74/72/7472c904447935a896f112b2d60d3edca3cc10ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2009.165"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Consistent Layout for Thematic Software Maps

Adrian Kuhn, Peter Loretan, Oscar Nierstrasz
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjdq73uwobgdxnahtgyqdrsouu" style="color: black;">2008 15th Working Conference on Reverse Engineering</a> </i> &nbsp;
Software visualizations can provide a concise overview of a complex software system.  ...  As a consequence most visualizations tend to use a layout in which position and distance have no meaning, and consequently layout typical diverges from one visualization to another.  ...  We also thank Tudor Gîrba for his comments and his help in preparing the J2EE case study.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wcre.2008.45">doi:10.1109/wcre.2008.45</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wcre/KuhnLN08.html">dblp:conf/wcre/KuhnLN08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tb6k4eyafbc6pgevl7f2tcqule">fatcat:tb6k4eyafbc6pgevl7f2tcqule</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160310035539/http://scg.unibe.ch/archive/papers/Kuhn08bSoftwareMap.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/69/43/6943441df9b3e7dfeb5c043fc8b00e9118715422.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wcre.2008.45"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Interactive Exploration of Large-Scale UI Datasets with Design Maps

Luis A Leiva, Asutosh Hota, Antti Oulasvirta
<span title="2021-03-26">2021</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sta3olfrdjehleaou2d7q26cwy" style="color: black;">Interacting with computers</a> </i> &nbsp;
We introduce and study Design Maps, a class of point-cloud visualizations that makes large user interface datasets explorable.  ...  Design Maps are computed using dimensionality reduction and clustering techniques, which we analyze thoroughly in this paper.  ...  The calculations presented in this article were performed using computing resources within the Aalto University School of Science "Science-IT" project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/iwcomp/iwab006">doi:10.1093/iwcomp/iwab006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/msdbbhy52bfwpo4ry3onxhuqka">fatcat:msdbbhy52bfwpo4ry3onxhuqka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210506032110/https://orbilu.uni.lu/bitstream/10993/46880/1/Design_Maps.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/59/d1/59d1b2223729aa436295a246ed5e9fa92a3c0bc1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/iwcomp/iwab006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a>

Upload your program, share your model

Jens Dietrich
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6y3m32grtnfktkp2oo6oqjbvta" style="color: black;">Proceedings of the 3rd annual conference on Systems, programming, and applications: software for humanity - SPLASH &#39;12</a> </i> &nbsp;
A unique feature of this system is that the state of the application is encoded in the URL ("URL memento").  ...  The MAE extracts a graphbased model from Java byte code, and visualises it using a force directed layout on an HTML5 canvas. A novel scalable algorithm is used to detect architectural antipatterns.  ...  The force directed layout implementation of arbor.js is used. To manage the complexity and size of the client-side part of the application, the Google closure component model was used.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2384716.2384727">doi:10.1145/2384716.2384727</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/oopsla/Dietrich12.html">dblp:conf/oopsla/Dietrich12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o4qwfyg3w5h3bnm6zvyzgk2q4m">fatcat:o4qwfyg3w5h3bnm6zvyzgk2q4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218080531/https://static.aminer.org/pdf/20170130/pdfs/oopsla/89oeddpskiupyszh1cwr3btvuyh0xzqx.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/ee/b5/eeb555eb49da78ae7ecda979f5e3a35686c40e4c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2384716.2384727"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

An empirical catalog of code smells for the presentation layer of Android apps

Suelen Goularte Carvalho, Maurício Aniche, Júlio Veríssimo, Rafael S. Durelli, Marco Aurélio Gerosa
<span title="2019-11-27">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73dwwe6bxbfctibeikedgeom3m" style="color: black;">Empirical Software Engineering</a> </i> &nbsp;
deal with and integrate different types of resources (such as layouts and images).  ...  smells occur in real-world Android apps.  ...  Such rich and robust UIs may result in large and complex code elements. Moreover, UI components usually have long and complex life cycles.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-019-09768-9">doi:10.1007/s10664-019-09768-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rxbfl7gnibc3pdt7sm4pxbymsq">fatcat:rxbfl7gnibc3pdt7sm4pxbymsq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505134744/https://repository.tudelft.nl/islandora/object/uuid%3Ae79aac89-295c-413b-9ca1-1140ddd3db14/datastream/OBJ/download" 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/f0/4c/f04cb1969a9cbc302c5c91eb78b2f2ed0e06facb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-019-09768-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Spanning Trees as Approximation of Data Structures

Daniel Alcaide, Jan Aerts
<span title="2020-05-19">2020</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;
Additionally, STAD supports the inclusion of additional functions to focus the exploration and allow the analysis of data from new perspectives, emphasizing traits in data which otherwise would remain  ...  This visual metaphor allows creating a more flexible representation of data than a two-dimensional scatterplot.  ...  This work was supported in part by the IWT/SBO 150056 project "ACquiring CrUcial Medical information Using LAnguage TEchnology" (ACCUMULATE), and by the Flanders AI Impulse Program ("Onderzoeksprogramma  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2020.2995465">doi:10.1109/tvcg.2020.2995465</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32746253">pmid:32746253</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6ffszb5htfgejctndqbpcyswyi">fatcat:6ffszb5htfgejctndqbpcyswyi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429124354/https://ieeexplore.ieee.org/ielx7/2945/4359476/09096616.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/3f/78/3f784ccf450c4cfe451ae83d8f1ed9b3e4e1555d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2020.2995465"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Recreation of the periodic table with an unsupervised machine learning algorithm

Minoru Kusaba, Chang Liu, Yukinori Koyama, Kiyoyuki Terakura, Ryo Yoshida
<span title="2021-02-26">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tnqhc2x2aneavcd3gx5h7mswhm" style="color: black;">Scientific Reports</a> </i> &nbsp;
In terms of data science, his achievement can be viewed as a successful example of feature embedding based on human cognition: chemical properties of all known elements at that time were compressed onto  ...  The PTG is an unsupervised machine learning algorithm based on the generative topographic mapping, which can automate the translation of high-dimensional data into a tabular form with varying layouts on-demand  ...  One of the advantages of using the GTM-LDLV arises from its ability to represent complex response surfaces. Elemental data shows a complex response surface on the feature space.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41598-021-81850-z">doi:10.1038/s41598-021-81850-z</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33637773">pmid:33637773</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yceq3owbhzdlfkkw7dzab2pfvy">fatcat:yceq3owbhzdlfkkw7dzab2pfvy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210719003533/https://www.nature.com/articles/s41598-021-81850-z.pdf?error=cookies_not_supported&amp;code=6753dfdd-0d9d-442c-a592-d5741bdc242d" 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/13/a8/13a8cdf9b4c9d9833a1e3f73d4d2188c4d27ebeb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41598-021-81850-z"> <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>

Edge Compression Techniques for Visualization of Dense Directed Graphs

Tim Dwyer, Nathalie Henry Riche, Kim Marriott, Christopher Mears
<span title="">2013</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;
The techniques considered are: a simple grouping of nodes with identical neighbor sets; Modular Decomposition which permits internal structure in modules and allows them to be nested; and Power Graph Analysis  ...  Although applicable to many domains, we are motivated by-and discuss in particular-the application to software dependency analysis.  ...  INTRODUCTION Tremendous work has been focused on the visualization of graphs, i.e. data structures composed of nodes connected by edges.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2013.151">doi:10.1109/tvcg.2013.151</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24051826">pmid:24051826</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bjmkimbll5cjzmd7wfsaf2qtbm">fatcat:bjmkimbll5cjzmd7wfsaf2qtbm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160603044126/http://research.microsoft.com/en-us/um/people/nath/docs/edgecompression_infovis2013.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/f1/37/f1372189c14bc6fe54970e5ac66530658917cc22.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2013.151"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Mining scale-free networks using geodesic clustering

Andrew Y. Wu, Michael Garland, Jiawei Han
<span title="">2004</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fqqihtxlu5bvfaqxjyvqcob35a" style="color: black;">Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD &#39;04</a> </i> &nbsp;
Data fitting this profile arise quite naturally in physics, sociology, network analysis, and biology. In this paper we present a scalable framework for analyzing the structure of scale-free networks.  ...  Furthermore, we outline a hierarchical model for scale-free networks, and couple this with our clustering algorithm to produce hierarchical representations of the input data.  ...  We also thank Mark Newman for the high energy theoretical physics publication data and Albert-Lázló Barabási for the protein-protein interaction data set.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1014052.1014146">doi:10.1145/1014052.1014146</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/kdd/WuGH04.html">dblp:conf/kdd/WuGH04</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/63l33dxctjhhxdgi2jnco47d6y">fatcat:63l33dxctjhhxdgi2jnco47d6y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140909203933/http://web.engr.illinois.edu/~hanj/pdf/kdd04_scalefreentwk.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/e5/70/e5705d5e8f41af0133dedfe0b03cdfe811227a2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1014052.1014146"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Content-level Annotation of Large Collection of Printed Document Images

A. Kumar, C.V. Jawahar
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xtwegnbfind35bohrbjjlwcv7i" style="color: black;">Proceedings of the International Conference on Document Analysis and Recognition</a> </i> &nbsp;
In this paper, we propose an efficient hierarchical approach for annotation of large collection of printed document images. We align document images with independently keyed-in text.  ...  APIs are provided for access at content level for easy use in training and evaluation of OCRs and other document understanding tasks.  ...  Authors also thank members of the consortium working on development of Indian language OCRs for their inputs and cooperation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdar.2007.4377025">doi:10.1109/icdar.2007.4377025</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icdar/KumarJ07.html">dblp:conf/icdar/KumarJ07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pl74yrflzjd2jm7jxltwjzkleq">fatcat:pl74yrflzjd2jm7jxltwjzkleq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705084309/http://researchweb.iiit.ac.in/~anandkumar/webpage/pp_icdar.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/5d/0a/5d0ae018e40d85f69517c447411b72209c3efcc9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdar.2007.4377025"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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