var bibbase_data = {"data":"<img src=\"//bibbase.org/img/ajax-loader.gif\" id=\"spinner\"\n  style=\"display: none;\" alt=\"Loading..\" />\n\n<div id=\"bibbase\">\n\n  <script type=\"text/javascript\">\n    var bibbase = {\n      params: {\"bib\":\"https://dblp.org/pid/362/9282.bib\",\"jsonp\":\"1\",\"noBootstrap\":\"1\",\"host\":\"bibbase.org\",\"ssl\":false},\n      data: [{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Quentin\"],\"propositions\":[],\"lastnames\":[\"Ferré\"],\"suffixes\":[]},{\"firstnames\":[\"Ismail\"],\"propositions\":[],\"lastnames\":[\"Bachchar\"],\"suffixes\":[]},{\"firstnames\":[\"Hakima\"],\"propositions\":[],\"lastnames\":[\"Arroubat\"],\"suffixes\":[]},{\"firstnames\":[\"Aziz\"],\"propositions\":[],\"lastnames\":[\"Jedidi\"],\"suffixes\":[]},{\"firstnames\":[\"Youssef\"],\"propositions\":[],\"lastnames\":[\"Achenchabe\"],\"suffixes\":[]},{\"firstnames\":[\"Antoine\"],\"propositions\":[],\"lastnames\":[\"Bonnefoy\"],\"suffixes\":[]}],\"title\":\"Muppet: A Modular and Constructive Decomposition for Perturbation-Based Explanation Methods\",\"booktitle\":\"International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, June 30 - July 5, 2025\",\"pages\":\"1–8\",\"publisher\":\"IEEE\",\"year\":\"2025\",\"url\":\"https://doi.org/10.1109/IJCNN64981.2025.11228092\",\"doi\":\"10.1109/IJCNN64981.2025.11228092\",\"timestamp\":\"Fri, 21 Nov 2025 20:23:55 +0100\",\"biburl\":\"https://dblp.org/rec/conf/ijcnn/FerreBAJAB25.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@inproceedings{DBLP:conf/ijcnn/FerreBAJAB25,\\n  author       = {Quentin Ferr{\\\\'{e}} and\\n                  Ismail Bachchar and\\n                  Hakima Arroubat and\\n                  Aziz Jedidi and\\n                  Youssef Achenchabe and\\n                  Antoine Bonnefoy},\\n  title        = {Muppet: {A} Modular and Constructive Decomposition for Perturbation-Based\\n                  Explanation Methods},\\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2025, Rome,\\n                  Italy, June 30 - July 5, 2025},\\n  pages        = {1--8},\\n  publisher    = {{IEEE}},\\n  year         = {2025},\\n  url          = {https://doi.org/10.1109/IJCNN64981.2025.11228092},\\n  doi          = {10.1109/IJCNN64981.2025.11228092},\\n  timestamp    = {Fri, 21 Nov 2025 20:23:55 +0100},\\n  biburl       = {https://dblp.org/rec/conf/ijcnn/FerreBAJAB25.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Ferré, Q.\",\"Bachchar, I.\",\"Arroubat, H.\",\"Jedidi, A.\",\"Achenchabe, Y.\",\"Bonnefoy, A.\"],\"key\":\"DBLP:conf/ijcnn/FerreBAJAB25\",\"id\":\"DBLP:conf/ijcnn/FerreBAJAB25\",\"bibbaseid\":\"ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1109/IJCNN64981.2025.11228092\"},\"metadata\":{\"authorlinks\":{\"bachchar, i\":\"https://www.sdas-group.com/members/Ismail-Bachchar/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Yahya\"],\"propositions\":[],\"lastnames\":[\"Aalaila\"],\"suffixes\":[]},{\"firstnames\":[\"Ismail\"],\"propositions\":[],\"lastnames\":[\"Bachchar\"],\"suffixes\":[]},{\"firstnames\":[\"Hind\"],\"propositions\":[],\"lastnames\":[\"Raki\"],\"suffixes\":[]},{\"firstnames\":[\"Sami\"],\"propositions\":[],\"lastnames\":[\"Bamansour\"],\"suffixes\":[]},{\"firstnames\":[\"Mouad\"],\"propositions\":[],\"lastnames\":[\"Elhamdi\"],\"suffixes\":[]},{\"firstnames\":[\"Kaoutar\"],\"propositions\":[],\"lastnames\":[\"Benghzial\"],\"suffixes\":[]},{\"firstnames\":[\"MacArthur\"],\"propositions\":[],\"lastnames\":[\"Ortega-Bustamante\"],\"suffixes\":[]},{\"firstnames\":[\"Lorena\"],\"propositions\":[],\"lastnames\":[\"Guachi-Guachi\"],\"suffixes\":[]},{\"firstnames\":[\"Diego\",\"Hernán\"],\"propositions\":[],\"lastnames\":[\"Peluffo-Ordóñez\"],\"suffixes\":[]}],\"title\":\"Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction\",\"journal\":\"SN Comput. Sci.\",\"volume\":\"5\",\"number\":\"1\",\"pages\":\"75\",\"year\":\"2024\",\"url\":\"https://doi.org/10.1007/s42979-023-02405-9\",\"doi\":\"10.1007/S42979-023-02405-9\",\"timestamp\":\"Sun, 06 Oct 2024 01:00:00 +0200\",\"biburl\":\"https://dblp.org/rec/journals/sncs/AalailaBRBEBOGP24.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/sncs/AalailaBRBEBOGP24,\\n  author       = {Yahya Aalaila and\\n                  Ismail Bachchar and\\n                  Hind Raki and\\n                  Sami Bamansour and\\n                  Mouad Elhamdi and\\n                  Kaoutar Benghzial and\\n                  MacArthur Ortega{-}Bustamante and\\n                  Lorena Guachi{-}Guachi and\\n                  Diego Hern{\\\\'{a}}n Peluffo{-}Ord{\\\\'{o}}{\\\\~{n}}ez},\\n  title        = {Joint Exploration of Kernel Functions Potential for Data Representation\\n                  and Classification: {A} First Step Toward Interactive Interpretable\\n                  Dimensionality Reduction},\\n  journal      = {{SN} Comput. Sci.},\\n  volume       = {5},\\n  number       = {1},\\n  pages        = {75},\\n  year         = {2024},\\n  url          = {https://doi.org/10.1007/s42979-023-02405-9},\\n  doi          = {10.1007/S42979-023-02405-9},\\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/journals/sncs/AalailaBRBEBOGP24.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Aalaila, Y.\",\"Bachchar, I.\",\"Raki, H.\",\"Bamansour, S.\",\"Elhamdi, M.\",\"Benghzial, K.\",\"Ortega-Bustamante, M.\",\"Guachi-Guachi, L.\",\"Peluffo-Ordóñez, D. H.\"],\"key\":\"DBLP:journals/sncs/AalailaBRBEBOGP24\",\"id\":\"DBLP:journals/sncs/AalailaBRBEBOGP24\",\"bibbaseid\":\"aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1007/s42979-023-02405-9\"},\"metadata\":{\"authorlinks\":{\"bachchar, i\":\"https://www.sdas-group.com/members/Ismail-Bachchar/\"}},\"downloads\":7,\"html\":\"\"}],\n      metadata: {\"owner\":\"bachchar, i\",\"authorlinks\":{\"bachchar, i\":\"https://www.sdas-group.com/members/Ismail-Bachchar/\"}},\n      ownerID: \"ig5y3yvaw2ha2dAFe\"\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=\"9282.bib\" href=\"data:text/bibtex;base64,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\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://dblp.org/pid/362/9282.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! Next you can\n      <a href=\"/network/register?next=/network/newSiteFromTemplate%3Fbiburl=https://dblp.org/pid/362/9282.bib\"\n      >create a new website with this list</a>, or\n      embed it in an existing web page by copying &amp; pasting\n      any of the following snippets.\n\n      <div style=\"text-align: left; margin-top: 1em;\">\n        <strong>JavaScript</strong>\n        <span class=\"comment recommended\">(easiest)</span>\n        <div class=\"well well-small\">\n          <code>\n            &lt;script src=\"https://bibbase.org/show?bib=https%3A%2F%2Fdblp.org%2Fpid%2F362%2F9282.bib&amp;jsonp=1&amp;noBootstrap=1&amp;jsonp=1\"&gt;&lt;/script&gt;\n          </code>\n        </div>\n\n        <strong>PHP</strong>\n        <div class=\"well well-small\">\n          <code>\n            &lt;?php\n            $contents = file_get_contents(\"https://bibbase.org/show?bib=https%3A%2F%2Fdblp.org%2Fpid%2F362%2F9282.bib&amp;jsonp=1&amp;noBootstrap=1\");\n            print_r($contents);\n            ?&gt;\n          </code>\n        </div>\n\n        <strong>iFrame</strong>\n        <span class=\"comment\">(not recommended)</span>\n        <div class=\"well well-small\">\n          <code>\n            &lt;iframe src=\"https://bibbase.org/show?bib=https%3A%2F%2Fdblp.org%2Fpid%2F362%2F9282.bib&amp;jsonp=1&amp;noBootstrap=1\"&gt;&lt;/iframe&gt;\n          </code>\n        </div>\n\n        <p>\n          For more details see the <a href=\"//bibbase.org/help\">documention</a>.\n        </p>\n      </div>\n    </div>\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_preview\"\n         style=\"display: none;\">\n\n      This is a preview! To use this list on your own web site\n      or create a new web site from it,\n      <a href=\"/network/register?next=/network/newAccountWithFile%3FfileId=\"\n      >create a free account</a>. The file will be added\n      and you will be able to edit it in the File Manager.\n      We will show you instructions once you've created your account.\n    </div>\n\n    <div class=\"alert alert-warning bibbase_msg\" id=\"bibbase_msg_mendeley1\"\n         style=\"display: none;\">\n\n      <p>To the site owner:</p>\n\n      <p><strong>Action required!</strong> Mendeley is changing its\n        API. 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_2025\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2025')\"\n      onkeypress=\"toggleGroup('group_2025')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2025</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=\"ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/IJCNN64981.2025.11228092\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025', 'https://doi.org/10.1109/IJCNN64981.2025.11228092', event);\">\n    Muppet: A Modular and Constructive Decomposition for Perturbation-Based Explanation Methods.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ferré, Q.; <a class=\"bibbase author link\" href=\"https://www.sdas-group.com/members/Ismail-Bachchar/\">Bachchar, I.</a>; Arroubat, H.; Jedidi, A.; Achenchabe, Y.;  and Bonnefoy, A.\n</span>\n\n  \n\n</span>\n\n  In <i>International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, June 30 - July 5, 2025</i>, pages 1–8,  2025. 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=\"https://doi.org/10.1109/IJCNN64981.2025.11228092\"\n     onclick=\"log_download('ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025', 'https://doi.org/10.1109/IJCNN64981.2025.11228092', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Muppet: A Modular and Constructive Decomposition for Perturbation-Based Explanation Methods [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/IJCNN64981.2025.11228092\"\n     onclick=\"log_download('ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025', 'http://doi.org/10.1109/IJCNN64981.2025.11228092', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025\"\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('ferr-bachchar-arroubat-jedidi-achenchabe-bonnefoy-muppetamodularandconstructivedecompositionforperturbationbasedexplanationmethods-2025')\" -->\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/ijcnn/FerreBAJAB25,\n  author       = {Quentin Ferr{\\&#x27;{e}} and\n                  Ismail Bachchar and\n                  Hakima Arroubat and\n                  Aziz Jedidi and\n                  Youssef Achenchabe and\n                  Antoine Bonnefoy},\n  title        = {Muppet: {A} Modular and Constructive Decomposition for Perturbation-Based\n                  Explanation Methods},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2025, Rome,\n                  Italy, June 30 - July 5, 2025},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2025},\n  url          = {https://doi.org/10.1109/IJCNN64981.2025.11228092},\n  doi          = {10.1109/IJCNN64981.2025.11228092},\n  timestamp    = {Fri, 21 Nov 2025 20:23:55 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/FerreBAJAB25.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\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_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</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=\"aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s42979-023-02405-9\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024', 'https://doi.org/10.1007/s42979-023-02405-9', event);\">\n    Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Aalaila, Y.; <a class=\"bibbase author link\" href=\"https://www.sdas-group.com/members/Ismail-Bachchar/\">Bachchar, I.</a>; Raki, H.; Bamansour, S.; Elhamdi, M.; Benghzial, K.; Ortega-Bustamante, M.; Guachi-Guachi, L.;  and Peluffo-Ordóñez, D. H.\n</span>\n\n  \n\n</span>\n\n  <i>SN Comput. Sci.</i>, 5(1): 75.  2024.\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://doi.org/10.1007/s42979-023-02405-9\"\n     onclick=\"log_download('aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024', 'https://doi.org/10.1007/s42979-023-02405-9', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S42979-023-02405-9\"\n     onclick=\"log_download('aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024', 'http://doi.org/10.1007/S42979-023-02405-9', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024\"\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>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('aalaila-bachchar-raki-bamansour-elhamdi-benghzial-ortegabustamante-guachiguachi-etal-jointexplorationofkernelfunctionspotentialfordatarepresentationandclassificationafirststeptowardinteractiveinterpretabledimensionalityreduction-2024')\" -->\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/sncs/AalailaBRBEBOGP24,\n  author       = {Yahya Aalaila and\n                  Ismail Bachchar and\n                  Hind Raki and\n                  Sami Bamansour and\n                  Mouad Elhamdi and\n                  Kaoutar Benghzial and\n                  MacArthur Ortega{-}Bustamante and\n                  Lorena Guachi{-}Guachi and\n                  Diego Hern{\\&#x27;{a}}n Peluffo{-}Ord{\\&#x27;{o}}{\\~{n}}ez},\n  title        = {Joint Exploration of Kernel Functions Potential for Data Representation\n                  and Classification: {A} First Step Toward Interactive Interpretable\n                  Dimensionality Reduction},\n  journal      = {{SN} Comput. Sci.},\n  volume       = {5},\n  number       = {1},\n  pages        = {75},\n  year         = {2024},\n  url          = {https://doi.org/10.1007/s42979-023-02405-9},\n  doi          = {10.1007/S42979-023-02405-9},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sncs/AalailaBRBEBOGP24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\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);