Research | Database Group Leipzig

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li-link li-link-main" role="menuitem" data-drupal-link-system-path="person/galleries">Gallery</a> </li> </ul> </div> </li> </ul> </nav> </div> </div>   <div id="highlighted" class="w3-col w3-clear w3-theme-l2 "> <div id="highlighted-inner" class="w3-row highlighted-inner none"> </div> </div>   <div id="page-title" class="w3-col w3-clear w3-theme-d5 none "> <div id="page-title-inner" class="w3-row page-title-inner none"> <section id="block-dbs-page-title" class="w3-block w3-block-wrapper block-core block-page-title-block"> <h1 class="page-title"> <span>Research</span> </h1> </section> </div> </div>  <div id="main-container" class="w3-col w3-clear w3-theme-l5 "> <div id="main-container-inner" class="w3-row main-container-inner none">  <div class="w3-row w3-breadcrumb "> <section id="block-dbs-breadcrumbs" class="w3-block w3-block-wrapper block-system block-system-breadcrumb-block"> <nav class="w3-block w3-section breadcrumb" role="navigation" aria-labelledby="system-breadcrumb"> <h2 id="system-breadcrumb" class="visually-hidden">Breadcrumb</h2> <ul class="w3-ul w3-small breadcrumb"> <li> <a href="/">Home</a> </li> <li> Research </li> </ul> </nav> </section> </div>   <div class="w3-col w3-clear w3-row-padding">  <div class="w3-threequarter main-box main-region w3css-content" role="main"> <div class="w3-mobile "> <div data-drupal-messages-fallback class="hidden"></div> <section id="block-dbs-content" class="w3-block w3-block-wrapper block-system block-system-main-block"> <article data-history-node-id="20" class="w3-row node node--type-page node--view-mode-full"> <div class="w3-row node__content"> <div class="layout layout--onecol"> <div class="layout__region layout__region--content"> <section class="w3-block w3-block-wrapper block-layout-builder block-field-blocknodepagebody"> <div class="w3-row field field--name-body field--type-text-with-summary field--label-hidden w3-bar-item field__item"><h3>Publications</h3><p><a href="/research/publications?publication_year=2025">2025</a> <a href="/research/publications?publication_year=2024">2024</a> <a href="/research/publications?publication_year=2023">2023</a> <a href="/research/publications?publication_year=2022">2022</a> <a href="/research/publications?publication_year=2021">2021</a> <a href="/research/publications?publication_year=2020">2020</a> <br><a href="/research/publications?publication_year=2019">2019</a> <a href="/research/publications?publication_year=2018">2018</a> <a href="/research/publications?publication_year=2017">2017</a> <a href="/research/publications?publication_year=2016">2016</a> <a href="/research/publications?publication_year=2015">2015</a> <a href="/research/publications?publication_year=2014">2014</a> <a href="/research/publications?publication_year=2013">2013</a> <a href="/research/publications?publication_year=2012">2012</a> <a href="/research/publications?publication_year=2011">2011</a> <a href="/research/publications?publication_year=2010">2010</a> <br><a href="/research/publications?publication_year=2009">2009</a> <a href="/research/publications?publication_year=2008">2008</a> <a href="/research/publications?publication_year=2007">2007</a> <a href="/research/publications?publication_year=2006">2006</a> <a href="/research/publications?publication_year=2005">2005</a> <a href="/research/publications?publication_year=2004">2004</a> <a href="/research/publications?publication_year=2003">2003</a> <a href="/research/publications?publication_year=2002">2002</a> <a href="/research/publications?publication_year=2001">2001</a> <a href="/research/publications?publication_year=2000">2000</a> <br><a href="/research/publications?publication_year=1999">1999</a> <a href="/research/publications?publication_year=1998">1998</a> <a href="/research/publications?publication_year=1997">1997</a> <a href="/research/publications?publication_year=1996">1996</a> <a href="/research/publications?publication_year=1995">1995</a> <a href="/research/publications?publication_year=1994">1994</a> <a href="/research/publications?publication_year=1993">1993</a> <a href="/research/publications?publication_year=1992">1992</a> <a href="/research/publications?publication_year=1991">1991</a> <a href="/research/publications?publication_year=1990">1990</a> <br><a href="/research/publications?publication_year=1989">1989</a> <a href="/research/publications?publication_year=1988">1988</a> <a href="/research/publications?publication_year=1987">1987</a> <a href="/research/publications?publication_year=1986">1986</a> <a href="/research/publications?publication_year=1985">1985</a> </p><h3>Projects</h3><p><a href="/research/projects/famer" data-entity-type="node" data-entity-uuid="ce2ffa88-9de5-4ca1-b2fd-6145805b65b9" data-entity-substitution="canonical" title="FAst Multi-source Entity Resolution system (FAMER)">FAst Multi-source Entity Resolution system (FAMER)</a></p><p><a href="/research/projects/benchmark-datasets-for-entity-resolution" data-entity-type="node" data-entity-uuid="4baad129-8c9c-4793-9969-bf0757612d22" data-entity-substitution="canonical" title="Benchmark datasets for entity resolution">Benchmark datasets for entity resolution</a></p><p>Graph-based data analysis (<a href="/research/projects/gradoop" data-entity-type="node" data-entity-uuid="a36d8391-3fd0-4590-ac1f-b8b0b8aa757f" data-entity-substitution="canonical" title="GRADOOP: Scalable Graph Data Management and Analytics with Hadoop">GRADOOP</a>)</p><p><a href="/research/projects/pprl" data-entity-type="node" data-entity-uuid="0c90ce34-24f0-4bff-9045-1f85798345d5" data-entity-substitution="canonical" title="Privacy-Preserving Record Linkage">Privacy-Preserving Record Linkage for Big Data</a></p><p><a href="/research/projects/dedoop" data-entity-type="node" data-entity-uuid="562f2312-9889-4cec-a4fe-4911c899c9dd" data-entity-substitution="canonical" title="Dedoop: Entity Matching for Big Data">Entity Matching for Big Data (Dedoop)</a>, <a href="/research/projects/linkdiscovery" data-entity-type="node" data-entity-uuid="e664343f-f6e9-4f1c-90aa-caffaf880d8c" data-entity-substitution="canonical" title="LOD Link Discovery">LOD Link Discovery</a></p><p><a href="/research/projects">Further projects</a></p><p>Further information:</p><ul><li><a href="/research/labs" data-entity-type="node" data-entity-uuid="660d08f8-e6b9-4459-81c5-4c88fe8143ea" data-entity-substitution="canonical" title="Prototypen">Current prototypes and implementations</a></li><li><a href="/research/graduations">Graduations</a></li><li><a href="/research/annual_reports">Annual reports</a></li><li><a href="/research/cooperations">Cooperations</a></li><li><a href="/research/colloquia">Colloquia</a></li><li><a href="/research/conferences" data-entity-type="node" data-entity-uuid="fe55997d-a8f9-4d9f-bfed-7d594608328e" data-entity-substitution="canonical" title="Conferences, workshops and summer schools ">Conferences</a></li></ul></div> </section> <section class="w3-block w3-block-wrapper block-layout-builder block-extra-field-blocknodepagelinks"> </section> </div> </div> </div> </article> </section> </div> </div>   <div class="w3-quarter main-box main-region second-sidebar" role="complementary"> <div class="w3-sidebar-second w3-mobile "> <form action="/search/node" method="get" id="search-block-form" accept-charset="UTF-8" class="w3-row w3-search-block-form"> <div class="w3-section js-form-item form-item js-form-type-search form-type-search js-form-item-keys form-item-keys form-no-label"> <label for="edit-keys" class="visually-hidden">Search</label> <input title="Enter the terms you wish to search for." placeholder="Search" data-drupal-selector="edit-keys" type="search" id="edit-keys" name="keys" value="" size="15" maxlength="128" class="form-search w3-input w3-border w3-theme-border" /> </div> <div data-drupal-selector="edit-actions" class="form-actions w3-row 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w3-ul"> <li class="w3-panel"><div class="views-field views-field-field-publication-year-1"><div class="field-content readon">2025 / 8: <a href="/research/publications/slice-it-up-unmasking-user-identities-in-smartwatch-health-data" hreflang="en">Slice it up: Unmasking User Identities in Smartwatch Health Data</a></div></div></li> <li class="w3-panel"><div class="views-field views-field-field-publication-year-1"><div class="field-content readon">2025 / 5: <a href="/research/publications/federated-learning-with-individualized-privacy-through-client-sampling" hreflang="en">Federated Learning With Individualized Privacy Through Client Sampling</a></div></div></li> <li class="w3-panel"><div class="views-field views-field-field-publication-year-1"><div class="field-content readon">2025 / 3: <a href="/research/publications/assessing-the-impact-of-image-dataset-features-on-privacy-preserving-machine" hreflang="en">Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning</a></div></div></li> <li class="w3-panel"><div class="views-field views-field-field-publication-year-1"><div class="field-content readon">2025 / 3: <a href="/research/publications/automated-configuration-of-schema-matching-tools-a-reinforcement-learning" hreflang="en">Automated Configuration of Schema Matching Tools: A Reinforcement Learning Approach</a></div></div></li> <li class="w3-panel"><div class="views-field views-field-field-publication-year-1"><div class="field-content readon">2025 / 3: <a href="/research/publications/multi-layer-privacy-preserving-record-linkage-with-clerical-review-based-on" hreflang="en">Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure</a></div></div></li> </ul> </div> </div> </div> </div> </section> </div> </div>  </div>  </div> </div>   <div id="footer-menu" class="w3-col w3-clear w3-theme-d5 "> <div id="footer-menu-inner" class="w3-row footer-menu-inner none">  <div class="w3-container 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