Berk Canberk - Istanbul Technical University

<!DOCTYPE html> <html lang="en" class="nexus-font-support"> <head> <meta charset="utf-8"/> <meta http-equiv="X-UA-Compatible" content="IE=edge"/> <meta name="viewport" content="width=device-width, initial-scale=1"/> <meta name="google" content="nositelinkssearchbox"/> <title> Berk Canberk - Istanbul Technical University</title> <link rel='alternate' hreflang='en-gb' href='https://research.itu.edu.tr/en/persons/canberk' /><link rel='alternate' hreflang='tr-tr' href='https://research.itu.edu.tr/tr/persons/canberk' /> <meta property="og:site_name" content="Istanbul Technical University"> <meta property="og:title" content="Berk Canberk"/> <meta property="og:url" content="https://research.itu.edu.tr/en/persons/canberk"> <meta property="og:locale" content="en_GB"> <meta property="og:type" content="profile"> <meta property="og:image" content="https://research.itu.edu.tr/files-asset/27081350/canberk.jpeg/"> <link rel="stylesheet" href="/assets/application-38ee53af01939d2a035e7aecc1b3ac0a.css" />  <script async src="https://cdn.cookielaw.org/scripttemplates/otSDKStub.js" type="text/javascript" charset="UTF-8" data-domain-script="018ef616-c9a7-735f-be39-555f5f1365e7" data-document-language="true"></script> <script type="text/javascript"> function OptanonWrapper() { } </script>  <link rel="shortcut icon" href="/skin/favIcon/"/> <link href="/skin/css/" rel="stylesheet"/> <script src="/skin/script/" type="text/javascript"></script> <script type="text/javascript" src="/assets/application-ef88525856bf546568133030838d91cc.js" ></script>  <script src="/assets/Chart.min-27bff060c3e539ceb22e763c8f2e9e10.js"></script> <script src="/assets/jquery.content-chart-9c09bb79ba3fc3829b6478d0e114f737.js"></script> <script type="application/ld+json">{"@context" : "http://schema.org", "@type" : "Person", "name" : "Berk Canberk", "affiliation": [{"@type" : "Organization", "name" : "Department of Artificial Intelligence and Data Engineering"}], "image" : "canberk.jpeg"}</script>  <script src="https://www.googletagmanager.com/gtag/js?id=G-ETT6MCEVJT" class="optanon-category-2" type="text/plain" async=""></script> <script> window.dataLayer = window.dataLayer || []; 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return false;" href="http://www.scopus.com/inward/authorDetails.url?authorID=35084950600&partnerID=8YFLogxK" class="link"><span>View Scopus Profile</span></a></p></div> </div> <div class="information"> <div class="header person-details"> <h1>Berk Canberk</h1> <div class="rendering rendering_person rendering_persontitlerendererportal rendering_person_persontitlerendererportal"><p>Profesor</p></div> <div class="rendering rendering_person rendering_personorganisationlistrendererportal rendering_person_personorganisationlistrendererportal"><ul><li><span class="job-title">Profesor</span>, <a rel="Organisation" href="https://research.itu.edu.tr/en/organisations/istanbul-technical-university" class="link organisation"><span>Istanbul Technical University</span></a>, <a rel="Organisation" href="https://research.itu.edu.tr/en/organisations/department-of-artificial-intelligence-and-data-engineering" class="link department"><span>Department of Artificial Intelligence and Data Engineering</span></a></li></ul></div> <div class="rendering rendering_person rendering_personorcidrendererportal rendering_person_personorcidrendererportal"><a href="https://orcid.org/0000-0001-6472-1737" target="blank" class="orcid" aria-label="Orcid" title="Orcid"><i class="icon icon-orcid-circled"> </i></a><a href="https://orcid.org/0000-0001-6472-1737" target="blank" class="orcid" aria-label="Orcid" title="Orcid">https://orcid.org/0000-0001-6472-1737</a></div> </div> <div class="rendering rendering_person rendering_personorganisationcontactrendererportal rendering_person_personorganisationcontactrendererportal"><ul><li class="emails"><span class="term">Email</span><span class="description"><a data-md5="bWFpbHRvOmNhbmJlcmtAaXR1LmVkdS50cg==" href="#" class="email">canberk<span class="email-ta"></span><script>encryptedA();</script>itu.edu<span class="email-tod"></span><script>encryptedDot();</script>tr</a></span></li><li class="websites"><span class="term">Website</span><span class="description"><a href="https://www.itu.edu.tr/en">https://www.itu.edu.tr/en</a></span></li></ul></div> <div class="rendering rendering_person rendering_personorganisationaddressrendererportal rendering_person_personorganisationaddressrendererportal"><ul class="location"><li><div class="address"><p><span class="road">İTÜ Ayazağa Kampüsü</span></p><p><span class="postalcode">34000</span> <span class="city">Istanbul</span></p><p class="country">Turkey</p></div></li></ul></div> </div> </section> <section class="metrics" aria-label="Person metrics section"> <div class="metrics-hindices"> <ul class="tabs" role="tablist"> <li role="tab" id="tab-hallindex" aria-controls="cite-hallindex" tabindex="-1" aria-selected="false"> h-index </li> </ul> <div class="tab-container"> <div id="cite-hallindex" class="tab" role="tabpanel" aria-labelledby="tab-hallindex" tabindex="-1" aria-hidden="true"> <ul class="metrics-list"> <li> <div class="value">1611</div> <div class="source">Citations</div> </li> <li> <div class="value">20</div> <div class="source">h-index</div> </li> </ul> </div> <div class="tooltip-container"> <button type="button" aria-expanded="false" aria-describedby="search_index_metric_explanation" aria-label="Person metrics source, help"> <i class="icon icon-info-circled" aria-hidden="true"></i> </button> <span class="tooltip-popup align-left" role="tooltip" id="search_index_metric_explanation">Calculated based on number of publications stored in Pure and citations from Scopus</span> </div> </div> </div> <div class="stacked-trend-widget large"><span class="stacked-trend-graph-year">2009</span><span class="stacked-trend-graph large"><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Research output 2009: 1"></span></span><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 13.63636364%; bottom: 0.0%" data-graph-info="Research output 2010: 3"></span></span><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Research output 2011: 1"></span></span><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 31.81818182%; bottom: 0.0%" data-graph-info="Research output 2012: 7"></span></span><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 18.18181818%; bottom: 0.0%" data-graph-info="Research output 2013: 4"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Projects 2014: 1"></span><span class="trend-bar-stacked secondary " style="height: 40.90909091%; bottom: 4.545454545454546%" data-graph-info="Research output 2014: 9"></span></span><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 40.90909091%; bottom: 0.0%" data-graph-info="Research output 2015: 9"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Projects 2016: 1"></span><span class="trend-bar-stacked secondary " style="height: 63.63636364%; bottom: 4.545454545454546%" data-graph-info="Research output 2016: 14"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Projects 2017: 1"></span><span class="trend-bar-stacked secondary " style="height: 27.27272727%; bottom: 4.545454545454546%" data-graph-info="Research output 2017: 6"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 13.63636364%; bottom: 0.0%" data-graph-info="Projects 2018: 3"></span><span class="trend-bar-stacked secondary " style="height: 36.36363636%; bottom: 13.636363636363635%" data-graph-info="Research output 2018: 8"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Projects 2019: 1"></span><span class="trend-bar-stacked secondary " style="height: 22.72727273%; bottom: 4.545454545454546%" data-graph-info="Research output 2019: 5"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 22.72727273%; bottom: 0.0%" data-graph-info="Projects 2020: 5"></span><span class="trend-bar-stacked secondary " style="height: 45.45454545%; bottom: 22.727272727272727%" data-graph-info="Research output 2020: 10"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 4.54545455%; bottom: 0.0%" data-graph-info="Projects 2021: 1"></span><span class="trend-bar-stacked secondary " style="height: 59.09090909%; bottom: 4.545454545454546%" data-graph-info="Research output 2021: 13"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 18.18181818%; bottom: 0.0%" data-graph-info="Projects 2022: 4"></span><span class="trend-bar-stacked secondary " style="height: 72.72727273%; bottom: 18.181818181818183%" data-graph-info="Research output 2022: 16"></span></span><span style="height: 100%"><span class="trend-bar-stacked " style="height: 9.09090909%; bottom: 0.0%" data-graph-info="Projects 2023: 2"></span><span class="trend-bar-stacked secondary " style="height: 86.36363636%; bottom: 9.090909090909092%" data-graph-info="Research output 2023: 19"></span></span><span style="height: 100%"><span class="trend-bar-stacked secondary " style="height: 100.0%; bottom: 0.0%" data-graph-info="Research output 2024: 22"></span></span></span><span class="stacked-trend-graph-year">2024</span></div> <p id="publication_pear_year">Research activity per year</p> </section> </div> </div> </div> <script> $(document).ready(function () { runToolTips(); }); </script> <div class="subMenu"> <div class="content-profile-navigation"> <div class="container"> <nav aria-label="persons submenu"> <ul class="has-overflow-navigation" aria-label="persons submenu" role="menubar"> <li class="selected" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk"><span> <i class="icon icon-person" aria-hidden="true"></i> <span class="label">Overview</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/fingerprints/"><span> <i class="icon icon-fingerprint" aria-hidden="true"></i> <span class="label">Fingerprint</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/network/"><span> <i class="icon icon-network-menu" aria-hidden="true"></i> <span class="label">Network</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/publications/"><span> <i class="icon icon-publications" aria-hidden="true"></i> <span class="label"> Research output</span> <span class="count">(147)</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/projects/"><span> <i class="icon icon-projects" aria-hidden="true"></i> <span class="label"> Projects</span> <span class="count">(19)</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/clippings/"><span> <i class="icon icon-clippings" aria-hidden="true"></i> <span class="label"> Press/Media</span> <span class="count">(6)</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/similar/"><span> <i class="icon icon-similar-person" aria-hidden="true"></i> <span class="label">Similar Profiles</span> <span class="count">(6)</span> </span></a> </li> <li class="" role="none"> <a class="portal_link" role="menuitem" href="/en/persons/canberk/supervised/"><span> <i class="icon icon-publications" aria-hidden="true"></i> <span class="label">Supervised Work</span> <span class="count">(28)</span> </span></a> </li> </ul> </nav> </div> </div> </div> <script> var child; function openPopUp(href){ child = window.open(href,'','toolbar=0,status=0,scrollbars=1,width=1024,height=1000'); checkIfWindowHasClosed(); } function checkIfWindowHasClosed(){ var pollTimer = window.setInterval(function() { if (child.closed !== false) { // !== is required for compatibility with Opera window.clearInterval(pollTimer); // Display Toast! var x = document.getElementById("snackbar"); x.classList.add("show"); x.innerHTML = 'If you made any changes in Pure these will be visible here soon.'; setTimeout(function(){ x.classList.remove("show"); }, 5000); } }, 1000); } </script> <div id="snackbar" class="snackbar"></div> </section> <div id="main-content" class="page-section-content page-section-content-persons page-section-content-persons-view "> <section class="page-section content-relation-section person-profileinformation" aria-labelledby="person-information-title"> <div class="container"> <div class="header"> <h2 class="section-title" id="person-information-title"> <i class="icon icon-person" aria-hidden="true"></i> Personal profile </h2> </div> <div class="two-split"> <div class="half"> <div class="sdg-content-wrap "> <h3 class="subheader">Expertise related to UN Sustainable Development Goals</h3> <p class="sdg-text">In 2015, UN member states agreed to 17 global <a href="https://www.un.org/sustainabledevelopment/sustainable-development-goals/" target="_blank">Sustainable Development Goals (SDGs)</a> to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):</p> <ul class="sdgs-content"> <li> <img alt="SDG 3 - Good Health and Well-being" title="SDG 3 - Good Health and Well-being" class="good_health_and_well_being" src="/assets/sdg_icons/good_health_and_well_being-ca66cb937719976ce918816020def2ec.svg"/> </li> <li> <img alt="SDG 7 - Affordable and Clean Energy" title="SDG 7 - Affordable and Clean Energy" class="affordable_and_clean_energy" src="/assets/sdg_icons/affordable_and_clean_energy-3ef7b8830c5ae63dc37fecf9e07b7fb8.svg"/> </li> <li> <img alt="SDG 9 - Industry, Innovation, and Infrastructure" title="SDG 9 - Industry, Innovation, and Infrastructure" class="industry_innovation_and_infrastructure" src="/assets/sdg_icons/industry_innovation_and_infrastructure-f6ac329b3d6b0c40b72e8bb0c46a88d9.svg"/> </li> <li> <img alt="SDG 11 - Sustainable Cities and Communities" title="SDG 11 - Sustainable Cities and Communities" class="sustainable_cities_and_communities" src="/assets/sdg_icons/sustainable_cities_and_communities-31bf806f901b93759d828884fd5df53f.svg"/> </li> <li> <img alt="SDG 12 - Responsible Consumption and Production" title="SDG 12 - Responsible Consumption and Production" class="responsible_consumption_and_production" src="/assets/sdg_icons/responsible_consumption_and_production-309b9599b314a8ef34f446a7e4215de6.svg"/> </li> <li> <img alt="SDG 13 - Climate Action" title="SDG 13 - Climate Action" class="climate_action" src="/assets/sdg_icons/climate_action-bf9936c5a1e66601be3cd2b75da7ce3f.svg"/> </li> <li> <img alt="SDG 17 - Partnerships for the Goals" title="SDG 17 - Partnerships for the Goals" class="partnerships" src="/assets/sdg_icons/partnerships-f0be6343da3b9970583be7f768f85d93.svg"/> </li> </ul> </div> </div> <div class="half"> <div class="rendering rendering_keywordable rendering_expertkeywordgroupsportal rendering_keywordable_expertkeywordgroupsportal"></div> </div> </div> </div> </section> <section class="page-section content-relation-section person-fingerprint" aria-labelledby="fingerprint-title"> <div class="container"> <div class="header has-similar-profiles"> <div class="title"> <h2 class="section-title" id="fingerprint-title"> <i class="icon icon-fingerprint" aria-hidden="true"></i> <span class="title">Fingerprint</span> </h2> <div dir="ltr" class="sub-title"> Dive into the research topics where Berk Canberk is active. These topic labels come from the works of this person. Together they form a unique fingerprint. </div> </div> <div class="content-statistics"> <ul class="content-statistics"> <li> <a class="portal_link count increment-counter" aria-label="Similar Profiles" href="/en/persons/canberk/similar/"><span> 6 </span></a> <span class="label">Similar Profiles</span> </li> </ul> </div> </div> <div class="person-top-concepts"> <ul role="menubar"> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="0e84cae3-3a8b-49d5-8ee1-d9d17137d9a9" data-concept-uuid="0e84cae3-3a8b-49d5-8ee1-d9d17137d9a9" data-rank-size="32" data-rank-thickness="8" data-rank-value="1.0" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="100%"> <span class="rank"></span> <span class="concept">Digital Twin</span> <span class="thesauri">Keyphrases</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="60226387-0b77-4517-a574-ed9b0540ec2e" data-concept-uuid="60226387-0b77-4517-a574-ed9b0540ec2e" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.5177452170940171" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="51%"> <span class="rank"></span> <span class="concept">Quality of Service</span> <span class="thesauri">Computer Science</span> <span class="value sr-only">51%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="274efd46-1791-41d7-a7ab-4cb3fbeff1ba" data-concept-uuid="274efd46-1791-41d7-a7ab-4cb3fbeff1ba" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.36752136752136755" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="36%"> <span class="rank"></span> <span class="concept">Cognitive Radio Networks</span> <span class="thesauri">Keyphrases</span> <span class="value sr-only">36%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="c9cae8e8-479d-45ee-8136-3e9b28416dab" data-concept-uuid="c9cae8e8-479d-45ee-8136-3e9b28416dab" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.36609686495726496" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="36%"> <span class="rank"></span> <span class="concept">Vehicular Ad Hoc Networks</span> <span class="thesauri">Keyphrases</span> <span class="value sr-only">36%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="e350b1a8-59cf-4db9-b3e0-cf303cf71296" data-concept-uuid="e350b1a8-59cf-4db9-b3e0-cf303cf71296" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.3501831487179487" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="35%"> <span class="rank"></span> <span class="concept">Vehicular Network</span> <span class="thesauri">Computer Science</span> <span class="value sr-only">35%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="fb3f3adf-e1c5-4df7-b97d-d750a2ceeee7" data-concept-uuid="fb3f3adf-e1c5-4df7-b97d-d750a2ceeee7" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.33732193846153846" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="33%"> <span class="rank"></span> <span class="concept">Software-defined</span> <span class="thesauri">Keyphrases</span> <span class="value sr-only">33%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="a2c5a45d-2b92-4493-b878-16b86095ebf4" data-concept-uuid="a2c5a45d-2b92-4493-b878-16b86095ebf4" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.2969474974358975" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="29%"> <span class="rank"></span> <span class="concept">Internet-Of-Things</span> <span class="thesauri">Computer Science</span> <span class="value sr-only">29%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-large-container dropdown-overflow" role="none"> <button tabindex="0" class="concept-badge-large dropdown-toggle" type="button" role="menuitem" aria-haspopup="true" aria-expanded="false" aria-controls="3527fe6d-e83c-4e3e-9f82-07e49e49ed0a" data-concept-uuid="3527fe6d-e83c-4e3e-9f82-07e49e49ed0a" data-rank-size="32" data-rank-thickness="8" data-rank-value="0.2963776957264957" data-summary="true" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper" title="29%"> <span class="rank"></span> <span class="concept">Software-defined Networking</span> <span class="thesauri">Keyphrases</span> <span class="value sr-only">29%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="footer"> <div class="view-all align-center"> <a class="portal_link btn-primary btn-large" href="/en/persons/canberk/fingerprints/"><span> View full fingerprint <i class="icon icon-right-open-mini" aria-hidden="true"></i> </span></a> </div> </div> </div> </section> <section class="page-section content-relation-section person-network" aria-labelledby="networkmap-title"> <div class="container"> <div class="header"> <h2 class="section-title" id="networkmap-title"> <i class="icon icon-network-menu" aria-hidden="true"></i> <span class="title">Collaborations and top research areas from the last five years</span> </h2> <div class="sub-title"> Recent external collaboration on country/territory level. Dive into details by clicking on the dots or <button id="showCountries">Select a country/territory from the list</button><br/> </div> </div> <div style="display: none;" role="dialog" id="countryList" aria-modal="true" aria-labelledby="modal-heading" aria-describedby="modal-description"> <div class="header"> <h1 class="title"> <span class="title">Dive into details</span> </h1> <p> Select a country/territory to view shared publications and projects </p> </div> <button class="close-filter map"> Close </button> </div> <div style="display: none;" id="filter-popup-bgoverlay"></div> <div id="network-map-container" aria-hidden="true" class="world-map-container" data-url="/en/persons/canberk/network-map-json/" data-node-url="/en/persons/canberk/network-map-json-country/" data-popup-url="/en/persons/5b6716fb-e2a0-4ef1-848b-b61bd177bf38/network-map-json-collaborations/" data-unknown-country="Unknown country/territory" data-appear-top-offset="-250"> <button aria-hidden="true" class="toggle-responsive-map"> <span>Select a country/territory from the list</span> </button> <div class="world-map"></div> </div> <ul id="network-map-concepts" style="display:none;" role="menubar"></ul> <script> $(function () { $("#network-map-container").networkMap({ createConcepts: false, limitCollaborationMapToUs: false, filterCollaborationMapData: "All" }); }); </script> <div class="footer"> <div class="view-all align-center"> <a class="portal_link btn-primary btn-large" href="/en/persons/canberk/network/"><span> Explore network further <i class="icon icon-right-open-mini" aria-hidden="true"></i> </span></a> </div> </div> </div> </section> <section aria-label="Related content section"> <div class="page-section content-relation-section person-publications"> <div class="container"> <div class="header"> <h2 class="section-title" id="related-publications-title"> <i class="icon icon-publications" aria-hidden="true"></i> <span class="title"> Research output </span> </h2> <div class="content-trends"> <button rel="toggle-publication-chart" data-year-url="/en/persons/canberk/publications/?publicationYear=" aria-label="Research output per year" class="chart-toggler" aria-expanded="false"> <span class="title"> Research output per year <img src="/assets/gizmo-expand-61f33ba7afaffaa77611abfb62f97a9e.svg" aria-hidden="true" alt="" class="expand" /> <img src="/assets/gizmo-contract-7adbcd523b1972d72d537e479dd74798.svg" aria-hidden="true" alt="" class="contract" /> </span> <span class="inline-trend-graph"> <span class="year year-start">2009</span> <span class="trend-graph-wrapper"> <span class="bar" style="height: 63.6363636400%;"> <span aria-expanded="false" role="tooltip">2016</span> </span> <span class="bar" style="height: 59.0909090900%;"> <span aria-expanded="false" role="tooltip">2021</span> </span> <span class="bar" style="height: 72.7272727300%;"> <span aria-expanded="false" role="tooltip">2022</span> </span> <span class="bar" style="height: 86.3636363600%;"> <span aria-expanded="false" role="tooltip">2023</span> </span> <span class="bar" style="height: 100%;"> <span aria-expanded="false" role="tooltip">2024</span> </span> </span> <span class="year year-end">2024</span> </span> </button> <ul class="content-statistics"> <li class=""> <a class="portal_link count increment-counter" aria-label=" 72 Conference contribution" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fcontributiontobookanthology%2Fconference"><span> 72 </span></a> <span class="label">Conference contribution</span> </li> <li class=""> <a class="portal_link count increment-counter" aria-label=" 61 Article" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fcontributiontojournal%2Farticle"><span> 61 </span></a> <span class="label">Article</span> </li> <li class=""> <a class="portal_link count increment-counter" aria-label=" 7 Chapter" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fcontributiontobookanthology%2Fchapter"><span> 7 </span></a> <span class="label">Chapter</span> </li> <li class=""> <a class="portal_link count increment-counter" aria-label=" 3 Conference article" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fcontributiontojournal%2Fconferencearticle"><span> 3 </span></a> <span class="label">Conference article</span> </li> <li class="dropdown"> <button class="count increment-counter" data-toggle="dropdown"> 4 </button> <span class="label">More</span> <div class="dropdown-container"> <ul class="dropdown-menu"> <li class=""> <a class="portal_link" aria-label="2 Editorial" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fcontributiontojournal%2Feditorial"><span> <strong>2</strong> Editorial </span></a> </li> <li class=""> <a class="portal_link" aria-label="1 Book" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fbookanthology%2Fbook"><span> <strong>1</strong> Book </span></a> </li> <li class=""> <a class="portal_link" aria-label="1 Review article" href="/en/persons/canberk/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fcontributiontojournal%2Fsystematicreview"><span> <strong>1</strong> Review article </span></a> </li> </ul> </div> </li> </ul> <script> $("ul.content-statistics li.index").last().addClass("separator"); </script> <div class="flex-break"></div> <div class="chart-container" id="chart-content-publication-by-year" style="display: none;" aria-hidden="true" tabindex="-1"> <p class="legend">Research output per year</p> <div class="chart-wrapper"> <canvas></canvas> </div> <p class="legend">Research output per year</p> </div> <table id="publication-container-table" class="sr-only" aria-hidden="true"></table> <script> $("#chart-content-publication-by-year").contentChart({ toggle: "button[rel='toggle-publication-chart']", title: "Research output per year", labels: [2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024], values: [1, 3, 1, 7, 4, 9, 9, 14, 6, 8, 5, 10, 13, 16, 19, 22], tableContainer: $('#publication-container-table'), }); </script> </div> </div> <div class="relation-list relation-list-publications"> <ul class="list-results"> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontojournal rendering_portal-short rendering_contributiontojournal_portal-short"><h3 class="title"><a rel="ContributionToJournal" href="https://research.itu.edu.tr/en/publications/advancing-uav-communications-a-comprehensive-survey-of-cutting-ed" class="link"><span>Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques</span></a></h3>Sun, C., Fontanesi, G., <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, Mohajerzadeh, A., Chatzinotas, S., Grace, D. & Ahmadi, H., <span class="date">2024</span>, <span class="journal">In: <a rel="Journal" href="#" class="link"><span>IEEE Open Journal of Vehicular Technology.</span></a></span> <span class="volume">5</span>, <span class="pages">p. 825-854</span> <span class="numberofpages">30 p.</span><p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Contribution to journal<span class="type_parent_sep"> › </span></span><span class="type_classification">Article</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontojournal rendering_publicationattacheddocumentsportalrenderer rendering_contributiontojournal_publicationattacheddocumentsportalrenderer"><div class="open-access">Open Access</div></div> <ul class="content-concept-list" role="menubar"> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="125281c8-e50d-4c07-bb58-817eb0889835" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Machine Learning Techniques</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="ca0dd232-1b83-41ff-851a-c542fac5f919" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Comprehensive Survey</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="42e491f0-1917-4c96-838e-9e1e1aa70734" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Unmanned Aerial Vehicle (UAV) Communication</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="b1d3313c-f1fc-4cb6-9863-85a027f47d94" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Edge Machine Learning</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="4fc0de04-be3d-4713-8e42-26e11787ef90" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Unmanned Aerial Vehicle</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="publication-metrics" aria-label="Publication metrics section"> <div class="metrics-container"> <div class="metrics-wrap metrics-top one"> <div class="metric scopus-citations"> <span class="count">2</span> <span class="label">Citations (Scopus)</span> </div> </div> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1109/OJVT.2024.3401024" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1109/OJVT.2024.3401024" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontobookanthology rendering_portal-short rendering_contributiontobookanthology_portal-short remoteorigin"><h3 class="title remoteorigin"><a rel="ContributionToBookAnthology" href="https://research.itu.edu.tr/en/publications/ai-based-traffic-analysis-in-digital-twin-networks" class="link"><span>AI-based traffic analysis in digital twin networks</span></a></h3>Al-Shareeda, S., Huseynov, K., Cakir, L. V., Thomson, C., Ozdem, M. & <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, <span class="date">1 Jan 2024</span>, <em>Digital Twins for 6G: Fundamental theory, technology and applications.</em> <a rel="Publisher" href="#" class="link"><span>Institution of Engineering and Technology</span></a>, <span class="pages">p. 83-132</span> <span class="numberofpages">50 p.</span><p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Chapter in Book/Report/Conference proceeding<span class="type_parent_sep"> › </span></span><span class="type_classification">Chapter</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology rendering_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology_publicationattacheddocumentsportalrenderer"></div> <ul class="content-concept-list" role="menubar"> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="d273ca8a-e0a9-437a-9c5e-fd215265e239" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Traffic Analysis</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="7c9ce647-af7a-411c-bf65-fd6f4b3b8437" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">AI-based Methods</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="b816d9ad-b16f-46f3-b3e9-840baedc437b" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Digital Twin Network</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="d71d62a1-6140-4f41-93ba-fbcb81196572" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Digital Twin</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="fc0ef20b-d163-44cb-bcdb-c084680da9bb" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Artificial Intelligence</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="publication-metrics" aria-label="Publication metrics section"> <div class="metrics-container"> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1049/pbte109e_ch4" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1049/pbte109e_ch4" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontobookanthology rendering_portal-short rendering_contributiontobookanthology_portal-short remoteorigin"><h3 class="title remoteorigin"><a rel="ContributionToBookAnthology" href="https://research.itu.edu.tr/en/publications/ai-enabled-data-management-for-digital-twin-networks" class="link"><span>AI-enabled data management for digital twin networks</span></a></h3>Ak, E., Yurdakul, G., Al-Dubai, A. & <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, <span class="date">1 Jan 2024</span>, <em>Digital Twins for 6G: Fundamental theory, technology and applications.</em> <a rel="Publisher" href="#" class="link"><span>Institution of Engineering and Technology</span></a>, <span class="pages">p. 49-81</span> <span class="numberofpages">33 p.</span><p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Chapter in Book/Report/Conference proceeding<span class="type_parent_sep"> › </span></span><span class="type_classification">Chapter</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology rendering_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology_publicationattacheddocumentsportalrenderer"></div> <ul class="content-concept-list" role="menubar"> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="7005cfe5-fc2c-4f55-9d58-bc2b057be186" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Data Management</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="0e84cae3-3a8b-49d5-8ee1-d9d17137d9a9" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Digital Twin</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="7c9ce647-af7a-411c-bf65-fd6f4b3b8437" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">AI-based Methods</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="b816d9ad-b16f-46f3-b3e9-840baedc437b" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Digital Twin Network</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="fc0ef20b-d163-44cb-bcdb-c084680da9bb" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Artificial Intelligence</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="publication-metrics" aria-label="Publication metrics section"> <div class="metrics-container"> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1049/pbte109e_ch3" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1049/pbte109e_ch3" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontojournal rendering_portal-short rendering_contributiontojournal_portal-short"><h3 class="title"><a rel="ContributionToJournal" href="https://research.itu.edu.tr/en/publications/ai-enhanced-digital-twin-framework-for-cyber-resilient-6g-interne" class="link"><span>AI-Enhanced Digital Twin Framework for Cyber-Resilient 6G Internet of Vehicles Networks</span></a></h3>Yigit, Y., Maglaras, L. A., Buchanan, W. J., <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, Shin, H. & Duong, T. Q., <span class="date">2024</span>, <span class="journal">In: <a rel="Journal" href="#" class="link"><span>IEEE Internet of Things Journal.</span></a></span> <span class="volume">11</span>, <span class="journalnumber">22</span>, <span class="pages">p. 36168-36181</span> <span class="numberofpages">14 p.</span><p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Contribution to journal<span class="type_parent_sep"> › </span></span><span class="type_classification">Article</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontojournal rendering_publicationattacheddocumentsportalrenderer rendering_contributiontojournal_publicationattacheddocumentsportalrenderer"></div> <ul class="content-concept-list" role="menubar"> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="1effb8f4-67b8-4391-81bb-4749f6e4a02c" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Artificial Intelligence</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="054bdecc-8a88-4fee-b316-2a5ab686bfbe" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Cyber Resilient</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="2214932e-340f-448f-8bab-776508b4493b" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Digital Twin Framework</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="ca8b67ea-bf30-4c52-8f6a-a80287787335" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Internet of Vehicles</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="38e2dac0-0546-4c25-9ea4-23598e9eefd1" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Vehicle Network</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="publication-metrics" aria-label="Publication metrics section"> <div class="metrics-container"> <div class="metrics-wrap metrics-top one"> <div class="metric scopus-citations"> <span class="count">1</span> <span class="label">Citation (Scopus)</span> </div> </div> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1109/JIOT.2024.3455089" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1109/JIOT.2024.3455089" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontobookanthology rendering_portal-short rendering_contributiontobookanthology_portal-short remoteorigin"><h3 class="title remoteorigin"><a rel="ContributionToBookAnthology" href="https://research.itu.edu.tr/en/publications/ai-in-energy-digital-twining-a-reinforcement-learning-based-adapt" class="link"><span>AI in Energy Digital Twining: A Reinforcement Learning-Based Adaptive Digital Twin Model for Green Cities</span></a></h3>Cakir, L. V., Duran, K., Thomson, C., Broadbent, M. & <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, <span class="date">2024</span>, <em>ICC 2024 - IEEE International Conference on Communications.</em> Valenti, M., Reed, D. & Torres, M. (eds.). <a rel="Publisher" href="#" class="link"><span>Institute of Electrical and Electronics Engineers Inc.</span></a>, <span class="pages">p. 4767-4772</span> <span class="numberofpages">6 p.</span> (IEEE International Conference on Communications).<p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Chapter in Book/Report/Conference proceeding<span class="type_parent_sep"> › </span></span><span class="type_classification">Conference contribution</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology rendering_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology_publicationattacheddocumentsportalrenderer"><div class="open-access">Open Access</div></div> <ul class="content-concept-list" role="menubar"> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="1325ecbf-9e25-462e-9e84-dd68eb09e677" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Learning-based</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="5385e77f-0128-4505-b5a9-23854bd0d3f0" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Time-varying Data</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="9d72d172-5528-4514-91ba-46eeaba3f649" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Reinforcement Learning</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="6b7842a1-96d3-41f3-b329-4028f4be0f88" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Right Time</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="500e42f8-02d3-45b5-9868-60860a8363ca" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Data Capture</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="publication-metrics" aria-label="Publication metrics section"> <div class="metrics-container"> <div class="metrics-wrap metrics-top one"> <div class="metric scopus-citations"> <span class="count">3</span> <span class="label">Citations (Scopus)</span> </div> </div> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1109/ICC51166.2024.10622773" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1109/ICC51166.2024.10622773" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontobookanthology rendering_portal-short rendering_contributiontobookanthology_portal-short remoteorigin"><h3 class="title remoteorigin"><a rel="ContributionToBookAnthology" href="https://research.itu.edu.tr/en/publications/an-intelligent-digital-twin-model-for-attack-detection-in-zero-to" class="link"><span>An Intelligent Digital Twin Model for Attack Detection in Zero-Touch 6G Networks</span></a></h3>Bolat-Akça, B., Bozkaya-Aras, E., <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, Buchanan, B. & Schmid, S., <span class="date">2024</span>, <em>2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024.</em> Valenti, M., Reed, D. & Torres, M. (eds.). <a rel="Publisher" href="#" class="link"><span>Institute of Electrical and Electronics Engineers Inc.</span></a>, <span class="pages">p. 773-778</span> <span class="numberofpages">6 p.</span> (2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024).<p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Chapter in Book/Report/Conference proceeding<span class="type_parent_sep"> › </span></span><span class="type_classification">Conference contribution</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology rendering_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology_publicationattacheddocumentsportalrenderer"></div> <ul class="content-concept-list" role="menubar"> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="16e4ca04-6271-4970-b8a3-a8e823d6977e" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">6G Networks</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="3cbf9df2-3aa1-4ea4-8b38-05154b7fc2fe" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Attack Detection</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="1fcc4422-7501-470e-a990-44aff659eab7" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Digital Twin Model</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="c93dc482-586f-47e7-9c6a-ab44bb0f954b" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Zero-touch</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> <li class="concept-badge-small-container dropdown-overflow" role="none"> <button tabindex="-1" class="concept-badge-small tooltipped tooltipped-multiline tooltipped-e dropdown-toggle" role="menuitem" aria-expanded="false" aria-haspopup="true" data-concept-uuid="3a8f4ad3-73fb-4624-bea9-f9493947c61f" data-rank-value="1.0" data-summary-url="/en/concepts/summary/"> <span class="concept-wrapper"> <span class="rank"></span> <span class="concept">Intelligent Digital Twin</span> <span class="value sr-only">100%</span> </span> </button> <div class="dropdown-container"></div> </li> </ul> </div> <div class="publication-metrics" aria-label="Publication metrics section"> <div class="metrics-container"> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1109/ICCWorkshops59551.2024.10615338" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1109/ICCWorkshops59551.2024.10615338" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_researchoutput rendering_researchoutput_portal-short rendering_contributiontobookanthology rendering_portal-short rendering_contributiontobookanthology_portal-short"><h3 class="title"><a rel="ContributionToBookAnthology" href="https://research.itu.edu.tr/en/publications/a-yang-aided-unified-strategy-for-black-hole-detection-for-backbo" class="link"><span>A YANG-Aided Unified Strategy for Black Hole Detection for Backbone Networks</span></a></h3>Ak, E., Kaya, K., Ozaltun, E., <a rel="Person" href="https://research.itu.edu.tr/en/persons/%C5%9Fule-%C3%B6%C4%9F%C3%BCd%C3%BCc%C3%BC" class="link person"><span>Oguducu, S. G.</span></a> & <a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a>, <span class="date">2024</span>, <em>ICC 2024 - IEEE International Conference on Communications.</em> Valenti, M., Reed, D. & Torres, M. (eds.). <a rel="Publisher" href="#" class="link"><span>Institute of Electrical and Electronics Engineers Inc.</span></a>, <span class="pages">p. 2312-2317</span> <span class="numberofpages">6 p.</span> (IEEE International Conference on Communications).<p class="type"><span class="type_family">Research output<span class="type_family_sep">: </span></span><span class="type_classification_parent">Chapter in Book/Report/Conference proceeding<span class="type_parent_sep"> › </span></span><span class="type_classification">Conference contribution</span><span class="type_classification"><span class="type_parent_sep"> › </span>peer-review</span></p></div> <div class="rendering rendering_researchoutput rendering_researchoutput_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology rendering_publicationattacheddocumentsportalrenderer rendering_contributiontobookanthology_publicationattacheddocumentsportalrenderer"><div class="open-access">Open Access</div></div> <ul 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section"> <div class="metrics-container"> <div class="metrics-wrap metrics-bottom "> <div class="metric metric-plum-x"> <a href="https://plu.mx/plum/a/?doi=10.1109/ICC51166.2024.10622396" class="plumx-plum-print-popup" data-on-empty="plumXError" data-on-fail="plumXError" data-on-success="plumXSuccess" data-popup="left" data-hide-when-empty="true" data-site="plum" data-badge="false"></a> </div> <div class="metric metric-altmetric"> <div data-badge-popover="top" data-badge-type="donut" data-doi="10.1109/ICC51166.2024.10622396" data-hide-no-mentions="true" data-link-target='_blank' class="altmetric-embed"></div> </div> </div> </div> </div> </li> </ul> </div> <div class="footer"> <div class="view-all"> <a class="portal_link btn-primary btn-large" href="/en/persons/canberk/publications/"><span> View all 147 research outputs <i class="icon icon-right-open-mini" aria-hidden="true"></i> </span></a> </div> </div> </div> </div> <div class="page-section content-relation-section person-projects"> <div class="container"> <div class="header"> <h2 class="section-title" id="related-projects-title"> <i class="icon icon-projects" aria-hidden="true"></i> <span class="title"> Projects </span> </h2> <div class="content-trends"> <button rel="toggle-project-chart" data-year-url="/en/persons/canberk/projects/?projectStartYear=" aria-label="Projects per year" class="chart-toggler" aria-expanded="false"> <span class="title"> Projects per year <img src="/assets/gizmo-expand-61f33ba7afaffaa77611abfb62f97a9e.svg" aria-hidden="true" alt="" class="expand" /> <img src="/assets/gizmo-contract-7adbcd523b1972d72d537e479dd74798.svg" aria-hidden="true" alt="" class="contract" /> </span> <span class="inline-trend-graph"> <span class="year year-start">2014</span> <span class="trend-graph-wrapper"> <span class="bar" style="height: 60.0%;"> <span aria-expanded="false" role="tooltip">2018</span> </span> <span class="bar" style="height: 100%;"> <span aria-expanded="false" role="tooltip">2020</span> </span> <span class="bar" style="height: 80.0%;"> <span aria-expanded="false" role="tooltip">2022</span> </span> </span> <span class="year year-end">2028</span> </span> </button> <ul class="content-statistics"> <li class=""> <a class="portal_link count increment-counter" aria-label="1 Active" href="/en/persons/canberk/projects/?status=RUNNING"><span> 1 </span></a> <span class="label">Active</span> </li> <li class=""> <a class="portal_link count increment-counter" aria-label="18 Finished" href="/en/persons/canberk/projects/?status=FINISHED"><span> 18 </span></a> <span class="label">Finished</span> </li> </ul> <div class="flex-break"></div> <div class="chart-container" id="chart-content-projects-by-year" style="display: none;" aria-hidden="true" tabindex="-1"> <p class="legend">Projects per year</p> <div class="chart-wrapper"> <canvas></canvas> </div> </div> <table id="project-container-table" class="sr-only" aria-hidden="true"></table> <script> $("#chart-content-projects-by-year").contentChart({ toggle: "button[rel='toggle-project-chart']", title: "Projects per year", labels: [2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023], values: [1, 0, 1, 1, 3, 1, 5, 1, 4, 2], tableContainer : $('#project-container-table'), }); </script> </div> </div> <div class="relation-list relation-list-projects"> <ul class="list-results"> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/it%C3%BC-bts-yapay-zeka-laboratuvar%C4%B1-nda-ger%C3%A7ekle%C5%9Fecek-arge-%C3%A7al%C4%B1%C5%9Fmalar" class="link"><span>İTÜ-BTS Yapay Zeka Laboratuvarı nda Gerçekleşecek Arge Çalışmaları</span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">15/09/23</span> → <span class="date">15/09/28</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification">Other</span></p></div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/exploring-dimensions-of-big-geospatial-data-for-enriching-intelli" class="link"><span>Exploring Dimensions of Big Geospatial Data for Enriching Intelligent Transportation Systems </span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">28/04/23</span> → <span class="date">29/04/24</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification_parent">Research<span class="type_parent_sep"> › </span></span><span class="type_classification">SRP</span></p></div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/wifi-a%C4%9Flar%C4%B1nda-kapsama-alan-performans%C4%B1n%C4%B1n-derin-%C3%B6%C4%9Frenme-temelli-" class="link"><span>Wifi Ağlarında Kapsama Alan Performansının Derin Öğrenme Temelli Digital İkiz ile Modellenmesi</span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">1/08/22</span> → <span class="date">1/08/23</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification_parent">Research<span class="type_parent_sep"> › </span></span><span class="type_classification">SRP</span></p></div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/anlamsal-uslamlama-i%C3%A7in-ba%C4%9Flama-duyarl%C4%B1-nesnelerin-interneti-ilet" class="link"><span>Anlamsal Uslamlama için Bağlama Duyarlı Nesnelerin İnterneti İletişimin Dijital İkiz ile Modellenmesi</span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">1/08/22</span> → <span class="date">1/02/23</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification_parent">Research<span class="type_parent_sep"> › </span></span><span class="type_classification">SRP</span></p></div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/yeni-nesil-haberle%C5%9Fme-sistemlerinde-dijital-ikiz-tabanl%C4%B1-yapay-ze" class="link"><span>Yeni Nesil Haberleşme Sistemlerinde Dijital İkiz Tabanlı Yapay Zeka Destekli DDoS Atak Uyarı Sistemi</span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">15/06/22</span> → <span class="date">17/06/24</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification_parent">Research<span class="type_parent_sep"> › </span></span><span class="type_classification">SRP</span></p></div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/imminence-yeni-nesil-mobil-a%C4%9Flarin-ve-hizmetlerin-akilli-y%C3%B6netimi" class="link"><span> IMMINENCE - YENİ NESİL MOBİL AĞLARIN VE HİZMETLERİN AKILLI YÖNETİMİ</span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">1/02/22</span> → <span class="date">30/09/22</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification_parent">Research<span class="type_parent_sep"> › </span></span><span class="type_classification">TTO</span></p></div> </div> </li> <li class="list-result-item"> <div class="result-container"> <div class="rendering rendering_upmproject rendering_short rendering_upmproject_short"><h3 class="title"><a rel="UPMProject" href="https://research.itu.edu.tr/en/projects/%C3%A7a%C4%9Fr%C4%B1-merkezlerinde-derin-%C3%B6%C4%9Frenme-temelli-ses-trafi%C4%9Fi-modellenmes" class="link"><span>Çağrı Merkezlerinde Derin Öğrenme Temelli Ses Trafiği Modellenmesi</span></a></h3><p><a rel="Person" href="https://research.itu.edu.tr/en/persons/canberk" class="link person"><span>Canberk, B.</span></a> (PI)</p><p class="period"><span class="date">5/04/21</span> → <span class="date">5/04/22</span></p><p class="type"><span class="type_family">Project<span class="type_family_sep">: </span></span><span class="type_classification_parent">Research<span class="type_parent_sep"> › </span></span><span class="type_classification">TTO</span></p></div> </div> </li> </ul> </div> <div class="footer"> <div class="view-all"> <a class="portal_link btn-primary btn-large" href="/en/persons/canberk/projects/"><span> View all 19 projects <i class="icon 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