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B.\"],\"key\":\"cook:94:subdue\",\"id\":\"cook:94:subdue\",\"bibbaseid\":\"cook-holder-substructurediscoveryusingminimumdescriptionlengthandbackgroundknowledge-1994\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{}},\"downloads\":0,\"html\":\"\"}],\n      metadata: {\"authorlinks\":{}},\n      ownerID: undefined\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n    bb$ = $.noConflict(true);\n    $ = site$;\n  } else {\n    bb$ = $;\n  }\n  </script>\n\n  <script src=\"//bibbase.org/js/bibbase.min.js\"\n          type=\"text/javascript\">\n  </script>\n\n  <script type=\"text/javascript\"\n          src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML\">\n  </script>\n  <script type=\"text/x-mathjax-config\">\n    MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\\\(','\\\\)']]},\n                        skipTags: [\"body\"],\n                        processClass: \"bibbase_paper\"});\n  </script>\n\n  <style>\n  @media print {\n    .dontprint {\n        display: none !important;\n    }\n\n  .bibbase_group {\n    background-color: #E0E0E0;\n    font-style: italic;\n    font-size: larger;\n    text-shadow: 0px 0px 3px #FFFFFF;\n    border-radius: 4px 4px 4px 4px;\n    -moz-border-radius: 4px 4px 4px 4px;\n    -webkit-border-radius: 4px;\n    padding: 5px 40px 5px;\n    margin-top: 10px;\n    margin-bottom: 5px;\n    cursor: pointer;\n  }\n\n  .bibbase_paper {\n    margin-bottom: 5px;\n  }\n\n  }\n  </style>\n\n  \n  <div style=\"float: right; margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"icdm18_summarization.bib\" href=\"data:text/bibtex;base64,@article{JinLSZWK17,
                title = {{PERSEUS-HUB: Interactive and Collective Exploration of Large-scale
                        Graphs}},
                author = {Di Jin and Aristotelis Leventidis and Haoming Shen and Ruowang Zhang and
                        Junyue Wu and Danai Koutra},
                year = {2017},
                volume = {4}, 
                number = {3}, 
                issue = {2227-9709},
                journal = {Informatics (Special Issue ``Scalable Interactive Visualization'')},
                url_Paper = {http://www.mdpi.com/2227-9709/4/3/22},
                part = {Part I: Network-level Summaries},
}    




@inproceedings{JinK17eagle,
        title={Exploratory Analysis of Graph Data by Leveraging Domain Knowledge},
        author={Di Jin and Danai Koutra},
        booktitle={Proceedings of the 17th IEEE International Conference on Data Mining (ICDM)},
        year={2017},
        organization={IEEE},
        url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/17_EAGLE_ICDM.pdf},
        part = {Part II: Multinetwork-level Summaries},
} 



@article{PerozziA18,
  author    = {Bryan Perozzi and
               Leman Akoglu},
  title     = {Discovering Communities and Anomalies in Attributed Graphs: Interactive
               Visual Exploration and Summarization},
  journal   = {{ACM Transactions on Knowledge Discovery from Data}},
  volume    = {12}, 
  number    = {2},
  pages     = {24:1--24:40},
  year      = {2018},
  part  = {Part III: Node-level Summaries}
}



@article{AmiriLP18_diffusion,
author = {E. Amiri, Sorour and Chen, Liangzhe and Aditya Prakash, B.},
year = {2018},
month = {05},
pages = {},
title = {Efficiently summarizing attributed diffusion networks},
journal = {Data Mining and Knowledge Discovery},
part = {Part III: Node-level Summaries}
}



@article{ShahKJZGF17,
  author    = {Neil Shah and
               Danai Koutra and
               Lisa Jin and
               Tianmin Zou and
               Brian Gallagher and
               Christos Faloutsos},
  title     = {On Summarizing Large-Scale Dynamic Graphs},
  journal   = {{IEEE} Data Engineering Bulletin},
  volume    = {40},
  number    = {3},
  pages     = {75--88},
  year      = {2017},
  url_Paper = {http://sites.computer.org/debull/A17sept/issue1.htm},
  part = {Part II: Multinetwork-level Summaries},
}



@InProceedings{tang2016graph,
        author       = {Tang, Nan and Chen, Qing and Mitra, Prasenjit},
        title        = {Graph stream summarization: From big bang to big crunch},
        booktitle    = {Proceedings of the 2016 ACM International Conference on Management of Data (SIGMOD)},
        year         = {2016},
        pages        = {1481--1496},
        organization = {ACM},
        url_Paper =  {http://da.qcri.org/ntang/pubs/[sigmod2016]graph.stream.summarization.pdf},
        part = {Part I: Network-level Summaries}
}




@inproceedings{adhikari2017condensing,
  title={Condensing Temporal Networks using Propagation},
  author={Adhikari, Bijaya and Zhang, Yao and Bharadwaj, Aditya and Prakash, B Aditya},
  booktitle={Proceedings of the 17th SIAM International Conference on Data Mining (SDM)},
  pages={417--425},
  year={2017},
  organization={SIAM},
  part = {Part II: Multinetwork-level Summaries},
  
}



@inproceedings{YuAW18,
  author    = {Wenchao Yu and
               Charu C. Aggarwal and
               Wei Wang},
  title     = {Modeling Co-Evolution Across Multiple Networks},
  booktitle = {Proceedings of the 18th SIAM International Conference on Data Mining (SDM)},
  pages     = {675--683},
  year      = {2018},
  part = {Part II: Multinetwork-level Summaries},
}



@article{LiuSDK18,
  author    = {Yike Liu and
               Tara Safavi and
               Abhilash Dighe and
               Danai Koutra},
  title     = {Graph Summarization Methods and Applications: {A} Survey},
  journal   = {{ACM} Computing Surveys},
  volume    = {51},
  number    = {3},
  pages     = {62:1--62:34},
  year      = {2018},
  url_Paper = {https://arxiv.org/abs/1612.04883},
  part = {0 Survey}
}



@article{DBLP:journals/snam/LiuSSK18,
  author    = {Yike Liu and
               Tara Safavi and
               Neil Shah and
               Danai Koutra},
  title     = {Reducing large graphs to small supergraphs: a unified approach},
  journal   = {Social Netw. Analys. Mining},
  volume    = {8},
  number    = {1},
  pages     = {17},
  year      = {2018},
 url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/18_Condense-SNAM.pdf},
 part = {Part I: Network-level Summaries}
}



@incollection{Mehmood2013,
  title={{CSI: Community-level Social Influence Analysis}},
  author={Mehmood, Yasir and Barbieri, Nicola and Bonchi, Francesco and Ukkonen, Antti},
  booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
  pages={48--63},
  year={2013},
  publisher={Springer},
  part = {Part I: Network-level Summaries}
}



@inproceedings{RiondatoGB14,
 author = {Riondato, Matteo and Garc\'{\i}a-Soriano, David and Bonchi, Francesco},
 title = {Graph Summarization with Quality Guarantees},
 booktitle = {Proceedings of the 14th IEEE International Conference on Data Mining (ICDM)},
 year = {2014},
 part = {Part I: Network-level Summaries}
}





@inproceedings{adriaens:17:trees,
  author    = {Florian Adriaens and
               Jefrey Lijffijt and
               Tijl De Bie},
  title     = {Subjectively Interesting Connecting Trees},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
  pages     = {53--69},
  year      = {2017},
  part = {Part III: Node-level Summaries}
}


@article{gionis:17:bump,
  author    = {Aristides Gionis and
               Michael Mathioudakis and
               Antti Ukkonen},
  title     = {Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs},
  journal   = {{IEEE Transactions on Knowledge and Data Engineering}},
  volume    = {29},
  number    = {3},
  pages     = {529--542},
  year      = {2017},
  part = {Part III: Node-level Summaries}
}


@inproceedings{atzmueller:16:social,
  author    = {Martin Atzmueller},
  title     = {Local Exceptionality Detection on Social Interaction Networks},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
  pages     = {298--302},
  year      = {2016},
  part = {Part III: Node-level Summaries}
}



@article{pienta:18:vigor,
  author    = {Robert Pienta and
               Fred Hohman and
               Alex Endert and
               Acar Tamersoy and
               Kevin A. Roundy and
               Christopher S. Gates and
               Shamkant B. Navathe and
               Duen Horng Chau},
  title     = {{VIGOR:} Interactive Visual Exploration of Graph Query Results},
  journal   = {{IEEE} Transactions on Visualization and Computer Graphics},
  volume    = {24},
  number    = {1},
  pages     = {215--225},
  year      = {2018},
  part = {Part III: Node-level Summaries}
}


@inproceedings{pienta:17:facets,
  author    = {Robert Pienta and
               Minsuk Kahng and
               Zhiyuan Lin and
               Jilles Vreeken and
               Partha P. Talukdar and
               James Abello and
               Ganesh Parameswaran and
               Duen Horng Chau},
  title     = {{FACETS:} Adaptive Local Exploration of Large Graphs},
  booktitle = {Proceedings of the 17th SIAM International Conference on Data Mining (SDM)},
  year      = {2017},
  part = {Part III: Node-level Summaries}
}



@inproceedings{akoglu:13:dot2dot,
  author = {Leman Akoglu and Jilles Vreeken and Hanghang Tong and Nikolaj Tatti and Christos Faloutsos},
  title = {Mining Connection Pathways for Marked Nodes in Large Graphs},
  booktitle = {Proceedings of the 13th SIAM International Conference on Data Mining (SDM)},
  publisher = {SIAM},
  year = {2013},
  part = {Part III: Node-level Summaries}
}



@InProceedings{   koutra:15:vogJournal,
  author        = {Danai Koutra and {U} Kang and Jilles Vreeken and Christos Faloutsos},
  title         = {{Summarizing and Understanding Large Graphs}},
  booktitle     = {Statistical Analysis and Data Mining},
  publisher     = {John Wiley \& Sons, Inc.}, 
  year          = {2015},
  url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/VoG_journal.pdf},
   part = {Part I: Network-level Summaries}
}



@article{KhanNL15,
  author    = {Kifayat{-}Ullah Khan and
               Waqas Nawaz and
               Young{-}Koo Lee},
  title     = {Set-based approximate approach for lossless graph summarization},
  journal   = {Computing},
  volume    = {97},
  number    = {12},
  pages     = {1185--1207},
  year      = {2015},
   part = {Part I: Network-level Summaries}
}



@inproceedings{WuZXJ14,
  author    = {Ye Wu and
               Zhinong Zhong and
               Wei Xiong and
               Ning Jing},
  title     = {Graph Summarization for Attributed Graphs},
  booktitle = {2014 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE)},
  publisher = {IEEE},
  pages     = {503--507},
  year      = {2014},
   part = {Part I: Network-level Summaries}
}



@article{ShiTTL15,
  author    = {Lei Shi and
               Hanghang Tong and
               Jie Tang and
               Chuang Lin},
  title     = {{VEGAS: Visual influEnce GrAph Summarization on Citation Networks}},
  journal   = {{IEEE Transactions on Knowledge and Data Engineering}},
  volume    = {27},
  number    = {12},
  pages     = {3417--3431},
  year      = {2015},
   part = {Part I: Network-level Summaries}
}




@inproceedings{DBLP:conf/kdd/ShahKZGF15,
  author    = {Neil Shah and
               Danai Koutra and
               Tianmin Zou and
               Brian Gallagher and
               Christos Faloutsos},
  title     = {TimeCrunch: Interpretable Dynamic Graph Summarization},
  booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining},
  pages     = {1055--1064},
  year      = {2015},
  url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/Timecrunch_KDD15.pdf},
    part = {Part II: Multinetwork-level Summaries},
}



@InProceedings{   LeFevre2010,
  author        = {LeFevre, Kristen and Terzi, Evimaria},
  title         = {{GraSS: Graph Structure Summarization}},
  booktitle     = {Tenth SIAM International Conference on Data Mining (SDM)},
  publisher     = {{SIAM}},
  pages         = {454-465},
  year          = {2010},
   part = {Part I: Network-level Summaries}
}



@Article{         cook:94:subdue,
  author        = {Diane J. Cook and Lawrence B. Holder},
  title         = {{Substructure Discovery Using Minimum Description Length and Background Knowledge}},
  journal       = {Journal of Artificial Intelligence Research}, 
  volume        = {1},
  year          = {1994},
  pages         = {231-255},
   part = {Part I: Network-level Summaries}
}
\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=http://web.eecs.umich.edu/~dkoutra/tut/icdm18_summarization.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_0_Survey\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_0_Survey')\"\n      onkeypress=\"toggleGroup('group_0_Survey')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>0 Survey</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"liu-safavi-dighe-koutra-graphsummarizationmethodsandapplicationsasurvey-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/1612.04883\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'liu-safavi-dighe-koutra-graphsummarizationmethodsandapplicationsasurvey-2018', 'https://arxiv.org/abs/1612.04883', event);\">\n    Graph Summarization Methods and Applications: A Survey.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liu, Y.; Safavi, T.; Dighe, A.;  and Koutra, D.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Computing Surveys</i>, 51(3): 62:1–62:34.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/1612.04883\"\n     onclick=\"log_download('liu-safavi-dighe-koutra-graphsummarizationmethodsandapplicationsasurvey-2018', 'https://arxiv.org/abs/1612.04883', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Graph Summarization Methods and Applications: A Survey [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-safavi-dighe-koutra-graphsummarizationmethodsandapplicationsasurvey-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liu-safavi-dighe-koutra-graphsummarizationmethodsandapplicationsasurvey-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{LiuSDK18,\n  author    = {Yike Liu and\n               Tara Safavi and\n               Abhilash Dighe and\n               Danai Koutra},\n  title     = {Graph Summarization Methods and Applications: {A} Survey},\n  journal   = {{ACM} Computing Surveys},\n  volume    = {51},\n  number    = {3},\n  pages     = {62:1--62:34},\n  year      = {2018},\n  url_Paper = {https://arxiv.org/abs/1612.04883},\n  part = {0 Survey}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Part_I__Network_level_Summaries\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Part_I__Network_level_Summaries')\"\n      onkeypress=\"toggleGroup('group_Part_I__Network_level_Summaries')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Part I: Network-level Summaries</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"jin-leventidis-shen-zhang-wu-koutra-perseushubinteractiveandcollectiveexplorationoflargescalegraphs-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.mdpi.com/2227-9709/4/3/22\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jin-leventidis-shen-zhang-wu-koutra-perseushubinteractiveandcollectiveexplorationoflargescalegraphs-2017', 'http://www.mdpi.com/2227-9709/4/3/22', event);\">\n    PERSEUS-HUB: Interactive and Collective Exploration of Large-scale Graphs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jin, D.; Leventidis, A.; Shen, H.; Zhang, R.; Wu, J.;  and Koutra, D.\n</span>\n\n  \n\n</span>\n\n  <i>Informatics (Special Issue ``Scalable Interactive Visualization'')</i>, 4(3).  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.mdpi.com/2227-9709/4/3/22\"\n     onclick=\"log_download('jin-leventidis-shen-zhang-wu-koutra-perseushubinteractiveandcollectiveexplorationoflargescalegraphs-2017', 'http://www.mdpi.com/2227-9709/4/3/22', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"PERSEUS-HUB: Interactive and Collective Exploration of Large-scale Graphs [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-leventidis-shen-zhang-wu-koutra-perseushubinteractiveandcollectiveexplorationoflargescalegraphs-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-leventidis-shen-zhang-wu-koutra-perseushubinteractiveandcollectiveexplorationoflargescalegraphs-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{JinLSZWK17,\n                title = {{PERSEUS-HUB: Interactive and Collective Exploration of Large-scale\n                        Graphs}},\n                author = {Di Jin and Aristotelis Leventidis and Haoming Shen and Ruowang Zhang and\n                        Junyue Wu and Danai Koutra},\n                year = {2017},\n                volume = {4}, \n                number = {3}, \n                issue = {2227-9709},\n                journal = {Informatics (Special Issue &#x60;&#x60;Scalable Interactive Visualization&#x27;&#x27;)},\n                url_Paper = {http://www.mdpi.com/2227-9709/4/3/22},\n                part = {Part I: Network-level Summaries},\n}    \n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tang-chen-mitra-graphstreamsummarizationfrombigbangtobigcrunch-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://da.qcri.org/ntang/pubs/[sigmod2016]graph.stream.summarization.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'tang-chen-mitra-graphstreamsummarizationfrombigbangtobigcrunch-2016', 'http://da.qcri.org/ntang/pubs/[sigmod2016]graph.stream.summarization.pdf', event);\">\n    Graph stream summarization: From big bang to big crunch.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tang, N.; Chen, Q.;  and Mitra, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2016 ACM International Conference on Management of Data (SIGMOD)</i>, pages 1481–1496,  2016. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://da.qcri.org/ntang/pubs/[sigmod2016]graph.stream.summarization.pdf\"\n     onclick=\"log_download('tang-chen-mitra-graphstreamsummarizationfrombigbangtobigcrunch-2016', 'http://da.qcri.org/ntang/pubs/[sigmod2016]graph.stream.summarization.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Graph stream summarization: From big bang to big crunch [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tang-chen-mitra-graphstreamsummarizationfrombigbangtobigcrunch-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tang-chen-mitra-graphstreamsummarizationfrombigbangtobigcrunch-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{tang2016graph,\n        author       = {Tang, Nan and Chen, Qing and Mitra, Prasenjit},\n        title        = {Graph stream summarization: From big bang to big crunch},\n        booktitle    = {Proceedings of the 2016 ACM International Conference on Management of Data (SIGMOD)},\n        year         = {2016},\n        pages        = {1481--1496},\n        organization = {ACM},\n        url_Paper =  {http://da.qcri.org/ntang/pubs/[sigmod2016]graph.stream.summarization.pdf},\n        part = {Part I: Network-level Summaries}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"liu-safavi-shah-koutra-reducinglargegraphstosmallsupergraphsaunifiedapproach-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/18_Condense-SNAM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'liu-safavi-shah-koutra-reducinglargegraphstosmallsupergraphsaunifiedapproach-2018', 'http://web.eecs.umich.edu/~dkoutra/papers/18_Condense-SNAM.pdf', event);\">\n    Reducing large graphs to small supergraphs: a unified approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liu, Y.; Safavi, T.; Shah, N.;  and Koutra, D.\n</span>\n\n  \n\n</span>\n\n  <i>Social Netw. Analys. Mining</i>, 8(1): 17.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/18_Condense-SNAM.pdf\"\n     onclick=\"log_download('liu-safavi-shah-koutra-reducinglargegraphstosmallsupergraphsaunifiedapproach-2018', 'http://web.eecs.umich.edu/~dkoutra/papers/18_Condense-SNAM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Reducing large graphs to small supergraphs: a unified approach [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-safavi-shah-koutra-reducinglargegraphstosmallsupergraphsaunifiedapproach-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liu-safavi-shah-koutra-reducinglargegraphstosmallsupergraphsaunifiedapproach-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/snam/LiuSSK18,\n  author    = {Yike Liu and\n               Tara Safavi and\n               Neil Shah and\n               Danai Koutra},\n  title     = {Reducing large graphs to small supergraphs: a unified approach},\n  journal   = {Social Netw. Analys. Mining},\n  volume    = {8},\n  number    = {1},\n  pages     = {17},\n  year      = {2018},\n url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/18_Condense-SNAM.pdf},\n part = {Part I: Network-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mehmood-barbieri-bonchi-ukkonen-csicommunitylevelsocialinfluenceanalysis-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  CSI: Community-level Social Influence Analysis.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mehmood, Y.; Barbieri, N.; Bonchi, F.;  and Ukkonen, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)</i>, pages 48–63. Springer,  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mehmood-barbieri-bonchi-ukkonen-csicommunitylevelsocialinfluenceanalysis-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mehmood-barbieri-bonchi-ukkonen-csicommunitylevelsocialinfluenceanalysis-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{Mehmood2013,\n  title={{CSI: Community-level Social Influence Analysis}},\n  author={Mehmood, Yasir and Barbieri, Nicola and Bonchi, Francesco and Ukkonen, Antti},\n  booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},\n  pages={48--63},\n  year={2013},\n  publisher={Springer},\n  part = {Part I: Network-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"riondato-garcasoriano-bonchi-graphsummarizationwithqualityguarantees-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Graph Summarization with Quality Guarantees.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Riondato, M.; García-Soriano, D.;  and Bonchi, F.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 14th IEEE International Conference on Data Mining (ICDM)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/riondato-garcasoriano-bonchi-graphsummarizationwithqualityguarantees-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('riondato-garcasoriano-bonchi-graphsummarizationwithqualityguarantees-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{RiondatoGB14,\n author = {Riondato, Matteo and Garc\\&#x27;{\\i}a-Soriano, David and Bonchi, Francesco},\n title = {Graph Summarization with Quality Guarantees},\n booktitle = {Proceedings of the 14th IEEE International Conference on Data Mining (ICDM)},\n year = {2014},\n part = {Part I: Network-level Summaries}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"koutra-kang-vreeken-faloutsos-summarizingandunderstandinglargegraphs-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/VoG_journal.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'koutra-kang-vreeken-faloutsos-summarizingandunderstandinglargegraphs-2015', 'http://web.eecs.umich.edu/~dkoutra/papers/VoG_journal.pdf', event);\">\n    Summarizing and Understanding Large Graphs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Koutra, D.; Kang, U; Vreeken, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.cmu.edu/~christos/dblp-faloutsos.html\">Faloutsos, C.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Statistical Analysis and Data Mining</i>,  2015. John Wiley & Sons, Inc.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/VoG_journal.pdf\"\n     onclick=\"log_download('koutra-kang-vreeken-faloutsos-summarizingandunderstandinglargegraphs-2015', 'http://web.eecs.umich.edu/~dkoutra/papers/VoG_journal.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Summarizing and Understanding Large Graphs [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/koutra-kang-vreeken-faloutsos-summarizingandunderstandinglargegraphs-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('koutra-kang-vreeken-faloutsos-summarizingandunderstandinglargegraphs-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{   koutra:15:vogJournal,\n  author        = {Danai Koutra and {U} Kang and Jilles Vreeken and Christos Faloutsos},\n  title         = {{Summarizing and Understanding Large Graphs}},\n  booktitle     = {Statistical Analysis and Data Mining},\n  publisher     = {John Wiley \\&amp; Sons, Inc.}, \n  year          = {2015},\n  url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/VoG_journal.pdf},\n   part = {Part I: Network-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"khan-nawaz-lee-setbasedapproximateapproachforlosslessgraphsummarization-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Set-based approximate approach for lossless graph summarization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Khan, K.; Nawaz, W.;  and Lee, Y.\n</span>\n\n  \n\n</span>\n\n  <i>Computing</i>, 97(12): 1185–1207.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/khan-nawaz-lee-setbasedapproximateapproachforlosslessgraphsummarization-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('khan-nawaz-lee-setbasedapproximateapproachforlosslessgraphsummarization-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{KhanNL15,\n  author    = {Kifayat{-}Ullah Khan and\n               Waqas Nawaz and\n               Young{-}Koo Lee},\n  title     = {Set-based approximate approach for lossless graph summarization},\n  journal   = {Computing},\n  volume    = {97},\n  number    = {12},\n  pages     = {1185--1207},\n  year      = {2015},\n   part = {Part I: Network-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-zhong-xiong-jing-graphsummarizationforattributedgraphs-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Graph Summarization for Attributed Graphs.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; Zhong, Z.; Xiong, W.;  and Jing, N.\n</span>\n\n  \n\n</span>\n\n  In <i>2014 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE)</i>, pages 503–507,  2014. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-zhong-xiong-jing-graphsummarizationforattributedgraphs-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-zhong-xiong-jing-graphsummarizationforattributedgraphs-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{WuZXJ14,\n  author    = {Ye Wu and\n               Zhinong Zhong and\n               Wei Xiong and\n               Ning Jing},\n  title     = {Graph Summarization for Attributed Graphs},\n  booktitle = {2014 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE)},\n  publisher = {IEEE},\n  pages     = {503--507},\n  year      = {2014},\n   part = {Part I: Network-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shi-tong-tang-lin-vegasvisualinfluencegraphsummarizationoncitationnetworks-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  VEGAS: Visual influEnce GrAph Summarization on Citation Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shi, L.; Tong, H.; Tang, J.;  and Lin, C.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Knowledge and Data Engineering</i>, 27(12): 3417–3431.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shi-tong-tang-lin-vegasvisualinfluencegraphsummarizationoncitationnetworks-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shi-tong-tang-lin-vegasvisualinfluencegraphsummarizationoncitationnetworks-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ShiTTL15,\n  author    = {Lei Shi and\n               Hanghang Tong and\n               Jie Tang and\n               Chuang Lin},\n  title     = {{VEGAS: Visual influEnce GrAph Summarization on Citation Networks}},\n  journal   = {{IEEE Transactions on Knowledge and Data Engineering}},\n  volume    = {27},\n  number    = {12},\n  pages     = {3417--3431},\n  year      = {2015},\n   part = {Part I: Network-level Summaries}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lefevre-terzi-grassgraphstructuresummarization-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  GraSS: Graph Structure Summarization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  LeFevre, K.;  and Terzi, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Tenth SIAM International Conference on Data Mining (SDM)</i>, pages 454-465,  2010. SIAM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lefevre-terzi-grassgraphstructuresummarization-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lefevre-terzi-grassgraphstructuresummarization-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{   LeFevre2010,\n  author        = {LeFevre, Kristen and Terzi, Evimaria},\n  title         = {{GraSS: Graph Structure Summarization}},\n  booktitle     = {Tenth SIAM International Conference on Data Mining (SDM)},\n  publisher     = {{SIAM}},\n  pages         = {454-465},\n  year          = {2010},\n   part = {Part I: Network-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cook-holder-substructurediscoveryusingminimumdescriptionlengthandbackgroundknowledge-1994\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Substructure Discovery Using Minimum Description Length and Background Knowledge.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cook, D. J.;  and Holder, L. B.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Artificial Intelligence Research</i>, 1: 231-255.  1994.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cook-holder-substructurediscoveryusingminimumdescriptionlengthandbackgroundknowledge-1994\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cook-holder-substructurediscoveryusingminimumdescriptionlengthandbackgroundknowledge-1994')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{         cook:94:subdue,\n  author        = {Diane J. Cook and Lawrence B. Holder},\n  title         = {{Substructure Discovery Using Minimum Description Length and Background Knowledge}},\n  journal       = {Journal of Artificial Intelligence Research}, \n  volume        = {1},\n  year          = {1994},\n  pages         = {231-255},\n   part = {Part I: Network-level Summaries}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Part_II__Multinetwork_level_Summaries\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Part_II__Multinetwork_level_Summaries')\"\n      onkeypress=\"toggleGroup('group_Part_II__Multinetwork_level_Summaries')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Part II: Multinetwork-level Summaries</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"jin-koutra-exploratoryanalysisofgraphdatabyleveragingdomainknowledge-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/17_EAGLE_ICDM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jin-koutra-exploratoryanalysisofgraphdatabyleveragingdomainknowledge-2017', 'http://web.eecs.umich.edu/~dkoutra/papers/17_EAGLE_ICDM.pdf', event);\">\n    Exploratory Analysis of Graph Data by Leveraging Domain Knowledge.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jin, D.;  and Koutra, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th IEEE International Conference on Data Mining (ICDM)</i>,  2017. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/17_EAGLE_ICDM.pdf\"\n     onclick=\"log_download('jin-koutra-exploratoryanalysisofgraphdatabyleveragingdomainknowledge-2017', 'http://web.eecs.umich.edu/~dkoutra/papers/17_EAGLE_ICDM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploratory Analysis of Graph Data by Leveraging Domain Knowledge [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-koutra-exploratoryanalysisofgraphdatabyleveragingdomainknowledge-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-koutra-exploratoryanalysisofgraphdatabyleveragingdomainknowledge-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{JinK17eagle,\n        title={Exploratory Analysis of Graph Data by Leveraging Domain Knowledge},\n        author={Di Jin and Danai Koutra},\n        booktitle={Proceedings of the 17th IEEE International Conference on Data Mining (ICDM)},\n        year={2017},\n        organization={IEEE},\n        url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/17_EAGLE_ICDM.pdf},\n        part = {Part II: Multinetwork-level Summaries},\n} \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shah-koutra-jin-zou-gallagher-faloutsos-onsummarizinglargescaledynamicgraphs-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A17sept/issue1.htm\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shah-koutra-jin-zou-gallagher-faloutsos-onsummarizinglargescaledynamicgraphs-2017', 'http://sites.computer.org/debull/A17sept/issue1.htm', event);\">\n    On Summarizing Large-Scale Dynamic Graphs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shah, N.; Koutra, D.; Jin, L.; Zou, T.; Gallagher, B.;  and <a class=\"bibbase author link\" href=\"https://www.cs.cmu.edu/~christos/dblp-faloutsos.html\">Faloutsos, C.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Engineering Bulletin</i>, 40(3): 75–88.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A17sept/issue1.htm\"\n     onclick=\"log_download('shah-koutra-jin-zou-gallagher-faloutsos-onsummarizinglargescaledynamicgraphs-2017', 'http://sites.computer.org/debull/A17sept/issue1.htm', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"On Summarizing Large-Scale Dynamic Graphs [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shah-koutra-jin-zou-gallagher-faloutsos-onsummarizinglargescaledynamicgraphs-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shah-koutra-jin-zou-gallagher-faloutsos-onsummarizinglargescaledynamicgraphs-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ShahKJZGF17,\n  author    = {Neil Shah and\n               Danai Koutra and\n               Lisa Jin and\n               Tianmin Zou and\n               Brian Gallagher and\n               Christos Faloutsos},\n  title     = {On Summarizing Large-Scale Dynamic Graphs},\n  journal   = {{IEEE} Data Engineering Bulletin},\n  volume    = {40},\n  number    = {3},\n  pages     = {75--88},\n  year      = {2017},\n  url_Paper = {http://sites.computer.org/debull/A17sept/issue1.htm},\n  part = {Part II: Multinetwork-level Summaries},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"adhikari-zhang-bharadwaj-prakash-condensingtemporalnetworksusingpropagation-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Condensing Temporal Networks using Propagation.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Adhikari, B.; Zhang, Y.; Bharadwaj, A.;  and Prakash, B A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th SIAM International Conference on Data Mining (SDM)</i>, pages 417–425,  2017. SIAM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/adhikari-zhang-bharadwaj-prakash-condensingtemporalnetworksusingpropagation-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('adhikari-zhang-bharadwaj-prakash-condensingtemporalnetworksusingpropagation-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{adhikari2017condensing,\n  title={Condensing Temporal Networks using Propagation},\n  author={Adhikari, Bijaya and Zhang, Yao and Bharadwaj, Aditya and Prakash, B Aditya},\n  booktitle={Proceedings of the 17th SIAM International Conference on Data Mining (SDM)},\n  pages={417--425},\n  year={2017},\n  organization={SIAM},\n  part = {Part II: Multinetwork-level Summaries},\n  \n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yu-aggarwal-wang-modelingcoevolutionacrossmultiplenetworks-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Modeling Co-Evolution Across Multiple Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yu, W.; Aggarwal, C. C.;  and Wang, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th SIAM International Conference on Data Mining (SDM)</i>, pages 675–683,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yu-aggarwal-wang-modelingcoevolutionacrossmultiplenetworks-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yu-aggarwal-wang-modelingcoevolutionacrossmultiplenetworks-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{YuAW18,\n  author    = {Wenchao Yu and\n               Charu C. Aggarwal and\n               Wei Wang},\n  title     = {Modeling Co-Evolution Across Multiple Networks},\n  booktitle = {Proceedings of the 18th SIAM International Conference on Data Mining (SDM)},\n  pages     = {675--683},\n  year      = {2018},\n  part = {Part II: Multinetwork-level Summaries},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shah-koutra-zou-gallagher-faloutsos-timecrunchinterpretabledynamicgraphsummarization-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/Timecrunch_KDD15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shah-koutra-zou-gallagher-faloutsos-timecrunchinterpretabledynamicgraphsummarization-2015', 'http://web.eecs.umich.edu/~dkoutra/papers/Timecrunch_KDD15.pdf', event);\">\n    TimeCrunch: Interpretable Dynamic Graph Summarization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shah, N.; Koutra, D.; Zou, T.; Gallagher, B.;  and <a class=\"bibbase author link\" href=\"https://www.cs.cmu.edu/~christos/dblp-faloutsos.html\">Faloutsos, C.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining</i>, pages 1055–1064,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://web.eecs.umich.edu/~dkoutra/papers/Timecrunch_KDD15.pdf\"\n     onclick=\"log_download('shah-koutra-zou-gallagher-faloutsos-timecrunchinterpretabledynamicgraphsummarization-2015', 'http://web.eecs.umich.edu/~dkoutra/papers/Timecrunch_KDD15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"TimeCrunch: Interpretable Dynamic Graph Summarization [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shah-koutra-zou-gallagher-faloutsos-timecrunchinterpretabledynamicgraphsummarization-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shah-koutra-zou-gallagher-faloutsos-timecrunchinterpretabledynamicgraphsummarization-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/kdd/ShahKZGF15,\n  author    = {Neil Shah and\n               Danai Koutra and\n               Tianmin Zou and\n               Brian Gallagher and\n               Christos Faloutsos},\n  title     = {TimeCrunch: Interpretable Dynamic Graph Summarization},\n  booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on\n               Knowledge Discovery and Data Mining},\n  pages     = {1055--1064},\n  year      = {2015},\n  url_Paper = {http://web.eecs.umich.edu/~dkoutra/papers/Timecrunch_KDD15.pdf},\n    part = {Part II: Multinetwork-level Summaries},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Part_III__Node_level_Summaries\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Part_III__Node_level_Summaries')\"\n      onkeypress=\"toggleGroup('group_Part_III__Node_level_Summaries')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Part III: Node-level Summaries</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"perozzi-akoglu-discoveringcommunitiesandanomaliesinattributedgraphsinteractivevisualexplorationandsummarization-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Discovering Communities and Anomalies in Attributed Graphs: Interactive Visual Exploration and Summarization.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Perozzi, B.;  and Akoglu, L.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Knowledge Discovery from Data</i>, 12(2): 24:1–24:40.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/perozzi-akoglu-discoveringcommunitiesandanomaliesinattributedgraphsinteractivevisualexplorationandsummarization-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('perozzi-akoglu-discoveringcommunitiesandanomaliesinattributedgraphsinteractivevisualexplorationandsummarization-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{PerozziA18,\n  author    = {Bryan Perozzi and\n               Leman Akoglu},\n  title     = {Discovering Communities and Anomalies in Attributed Graphs: Interactive\n               Visual Exploration and Summarization},\n  journal   = {{ACM Transactions on Knowledge Discovery from Data}},\n  volume    = {12}, \n  number    = {2},\n  pages     = {24:1--24:40},\n  year      = {2018},\n  part  = {Part III: Node-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"eamiri-chen-adityaprakash-efficientlysummarizingattributeddiffusionnetworks-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Efficiently summarizing attributed diffusion networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  E. Amiri, S.; Chen, L.;  and Aditya Prakash, B.\n</span>\n\n  \n\n</span>\n\n  <i>Data Mining and Knowledge Discovery</i>. 05 2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/eamiri-chen-adityaprakash-efficientlysummarizingattributeddiffusionnetworks-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('eamiri-chen-adityaprakash-efficientlysummarizingattributeddiffusionnetworks-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{AmiriLP18_diffusion,\nauthor = {E. Amiri, Sorour and Chen, Liangzhe and Aditya Prakash, B.},\nyear = {2018},\nmonth = {05},\npages = {},\ntitle = {Efficiently summarizing attributed diffusion networks},\njournal = {Data Mining and Knowledge Discovery},\npart = {Part III: Node-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"adriaens-lijffijt-bie-subjectivelyinterestingconnectingtrees-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Subjectively Interesting Connecting Trees.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Adriaens, F.; Lijffijt, J.;  and Bie, T. D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)</i>, pages 53–69,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/adriaens-lijffijt-bie-subjectivelyinterestingconnectingtrees-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('adriaens-lijffijt-bie-subjectivelyinterestingconnectingtrees-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{adriaens:17:trees,\n  author    = {Florian Adriaens and\n               Jefrey Lijffijt and\n               Tijl De Bie},\n  title     = {Subjectively Interesting Connecting Trees},\n  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},\n  pages     = {53--69},\n  year      = {2017},\n  part = {Part III: Node-level Summaries}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gionis-mathioudakis-ukkonen-bumphuntinginthedarklocaldiscrepancymaximizationongraphs-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gionis, A.; Mathioudakis, M.;  and Ukkonen, A.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Knowledge and Data Engineering</i>, 29(3): 529–542.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gionis-mathioudakis-ukkonen-bumphuntinginthedarklocaldiscrepancymaximizationongraphs-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gionis-mathioudakis-ukkonen-bumphuntinginthedarklocaldiscrepancymaximizationongraphs-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{gionis:17:bump,\n  author    = {Aristides Gionis and\n               Michael Mathioudakis and\n               Antti Ukkonen},\n  title     = {Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs},\n  journal   = {{IEEE Transactions on Knowledge and Data Engineering}},\n  volume    = {29},\n  number    = {3},\n  pages     = {529--542},\n  year      = {2017},\n  part = {Part III: Node-level Summaries}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"atzmueller-localexceptionalitydetectiononsocialinteractionnetworks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Local Exceptionality Detection on Social Interaction Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Atzmueller, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)</i>, pages 298–302,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/atzmueller-localexceptionalitydetectiononsocialinteractionnetworks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('atzmueller-localexceptionalitydetectiononsocialinteractionnetworks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{atzmueller:16:social,\n  author    = {Martin Atzmueller},\n  title     = {Local Exceptionality Detection on Social Interaction Networks},\n  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},\n  pages     = {298--302},\n  year      = {2016},\n  part = {Part III: Node-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"pienta-hohman-endert-tamersoy-roundy-gates-navathe-chau-vigorinteractivevisualexplorationofgraphqueryresults-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  VIGOR: Interactive Visual Exploration of Graph Query Results.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pienta, R.; Hohman, F.; Endert, A.; Tamersoy, A.; Roundy, K. A.; Gates, C. S.; Navathe, S. B.;  and Chau, D. H.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics</i>, 24(1): 215–225.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pienta-hohman-endert-tamersoy-roundy-gates-navathe-chau-vigorinteractivevisualexplorationofgraphqueryresults-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pienta-hohman-endert-tamersoy-roundy-gates-navathe-chau-vigorinteractivevisualexplorationofgraphqueryresults-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{pienta:18:vigor,\n  author    = {Robert Pienta and\n               Fred Hohman and\n               Alex Endert and\n               Acar Tamersoy and\n               Kevin A. Roundy and\n               Christopher S. Gates and\n               Shamkant B. Navathe and\n               Duen Horng Chau},\n  title     = {{VIGOR:} Interactive Visual Exploration of Graph Query Results},\n  journal   = {{IEEE} Transactions on Visualization and Computer Graphics},\n  volume    = {24},\n  number    = {1},\n  pages     = {215--225},\n  year      = {2018},\n  part = {Part III: Node-level Summaries}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"pienta-kahng-lin-vreeken-talukdar-abello-parameswaran-chau-facetsadaptivelocalexplorationoflargegraphs-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  FACETS: Adaptive Local Exploration of Large Graphs.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pienta, R.; Kahng, M.; Lin, Z.; Vreeken, J.; Talukdar, P. P.; Abello, J.; Parameswaran, G.;  and Chau, D. H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th SIAM International Conference on Data Mining (SDM)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pienta-kahng-lin-vreeken-talukdar-abello-parameswaran-chau-facetsadaptivelocalexplorationoflargegraphs-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pienta-kahng-lin-vreeken-talukdar-abello-parameswaran-chau-facetsadaptivelocalexplorationoflargegraphs-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{pienta:17:facets,\n  author    = {Robert Pienta and\n               Minsuk Kahng and\n               Zhiyuan Lin and\n               Jilles Vreeken and\n               Partha P. Talukdar and\n               James Abello and\n               Ganesh Parameswaran and\n               Duen Horng Chau},\n  title     = {{FACETS:} Adaptive Local Exploration of Large Graphs},\n  booktitle = {Proceedings of the 17th SIAM International Conference on Data Mining (SDM)},\n  year      = {2017},\n  part = {Part III: Node-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"akoglu-vreeken-tong-tatti-faloutsos-miningconnectionpathwaysformarkednodesinlargegraphs-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Mining Connection Pathways for Marked Nodes in Large Graphs.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Akoglu, L.; Vreeken, J.; Tong, H.; Tatti, N.;  and Faloutsos, C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 13th SIAM International Conference on Data Mining (SDM)</i>,  2013. SIAM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/akoglu-vreeken-tong-tatti-faloutsos-miningconnectionpathwaysformarkednodesinlargegraphs-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('akoglu-vreeken-tong-tatti-faloutsos-miningconnectionpathwaysformarkednodesinlargegraphs-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{akoglu:13:dot2dot,\n  author = {Leman Akoglu and Jilles Vreeken and Hanghang Tong and Nikolaj Tatti and Christos Faloutsos},\n  title = {Mining Connection Pathways for Marked Nodes in Large Graphs},\n  booktitle = {Proceedings of the 13th SIAM International Conference on Data Mining (SDM)},\n  publisher = {SIAM},\n  year = {2013},\n  part = {Part III: Node-level Summaries}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);