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/307/8967.bib\",\"jsonp\":\"1\",\"noBootstrap\":\"1\",\"host\":\"bibbase.org\",\"ssl\":false},\n      data: [{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Yahya\"],\"propositions\":[],\"lastnames\":[\"Aalaila\"],\"suffixes\":[]},{\"firstnames\":[\"Gerrit\"],\"propositions\":[],\"lastnames\":[\"Großmann\"],\"suffixes\":[]},{\"firstnames\":[\"Sumantrak\"],\"propositions\":[],\"lastnames\":[\"Mukherjee\"],\"suffixes\":[]},{\"firstnames\":[\"Jonas\"],\"propositions\":[],\"lastnames\":[\"Wahl\"],\"suffixes\":[]},{\"firstnames\":[\"Sebastian\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Vollmer\"],\"suffixes\":[]}],\"title\":\"When Counterfactual Reasoning Fails: Chaos and Real-World Complexity\",\"journal\":\"CoRR\",\"volume\":\"abs/2503.23820\",\"year\":\"2025\",\"url\":\"https://doi.org/10.48550/arXiv.2503.23820\",\"doi\":\"10.48550/ARXIV.2503.23820\",\"eprinttype\":\"arXiv\",\"eprint\":\"2503.23820\",\"timestamp\":\"Mon, 21 Apr 2025 01:00:00 +0200\",\"biburl\":\"https://dblp.org/rec/journals/corr/abs-2503-23820.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/corr/abs-2503-23820,\\n  author       = {Yahya Aalaila and\\n                  Gerrit Gro{\\\\ss}mann and\\n                  Sumantrak Mukherjee and\\n                  Jonas Wahl and\\n                  Sebastian J. 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Apduhan and\\n                  Ana Cristina Braga and\\n                  Chiara Garau and\\n                  Anastasia Stratigea},\\n  title        = {Interactive Information Visualization Models: {A} Systematic Literature\\n                  Review},\\n  booktitle    = {Computational Science and Its Applications - {ICCSA} 2023 - 23rd International\\n                  Conference, Athens, Greece, July 3-6, 2023, Proceedings, Part {I}},\\n  series       = {Lecture Notes in Computer Science},\\n  volume       = {13956},\\n  pages        = {661--676},\\n  publisher    = {Springer},\\n  year         = {2023},\\n  url          = {https://doi.org/10.1007/978-3-031-36805-9\\\\_43},\\n  doi          = {10.1007/978-3-031-36805-9\\\\_43},\\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/iccsa/OrtegaBustamanteHPIRAEG23.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Ortega-Bustamante, M.\",\"Hasperué, W.\",\"Peluffo-Ordóñez, D. 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H.\"],\"editor_short\":[\"Florez, H.\",\"Gomez, H.\"],\"key\":\"DBLP:conf/icai2/RakiGAEBGP22\",\"id\":\"DBLP:conf/icai2/RakiGAEBGP22\",\"bibbaseid\":\"raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1007/978-3-031-19647-8\\\\_3\"},\"metadata\":{\"authorlinks\":{\"aalaila, y\":\"https://sdas-group.com/members/Ismail-Bachchar/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Ana\",\"Cristina\"],\"propositions\":[],\"lastnames\":[\"Umaquinga-Criollo\"],\"suffixes\":[]},{\"firstnames\":[\"Juan\",\"D.\"],\"propositions\":[],\"lastnames\":[\"Tamayo-Quintero\"],\"suffixes\":[]},{\"firstnames\":[\"María\",\"N.\",\"Moreno\"],\"propositions\":[],\"lastnames\":[\"García\"],\"suffixes\":[]},{\"firstnames\":[\"Yahya\"],\"propositions\":[],\"lastnames\":[\"Aalaila\"],\"suffixes\":[]},{\"firstnames\":[\"Diego\",\"Hernán\"],\"propositions\":[],\"lastnames\":[\"Peluffo-Ordóñez\"],\"suffixes\":[]}],\"editor\":[{\"firstnames\":[\"Hujun\"],\"propositions\":[],\"lastnames\":[\"Yin\"],\"suffixes\":[]},{\"firstnames\":[\"David\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Peter\"],\"propositions\":[],\"lastnames\":[\"Tiño\"],\"suffixes\":[]},{\"firstnames\":[\"Richard\"],\"propositions\":[],\"lastnames\":[\"Allmendinger\"],\"suffixes\":[]},{\"firstnames\":[\"Antonio\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Tallón-Ballesteros\"],\"suffixes\":[]},{\"firstnames\":[\"Ke\"],\"propositions\":[],\"lastnames\":[\"Tang\"],\"suffixes\":[]},{\"firstnames\":[\"Sung-Bae\"],\"propositions\":[],\"lastnames\":[\"Cho\"],\"suffixes\":[]},{\"firstnames\":[\"Paulo\"],\"propositions\":[],\"lastnames\":[\"Novais\"],\"suffixes\":[]},{\"firstnames\":[\"Susana\"],\"propositions\":[],\"lastnames\":[\"Nascimento\"],\"suffixes\":[]}],\"title\":\"Developments on Support Vector Machines for Multiple-Expert Learning\",\"booktitle\":\"Intelligent Data Engineering and Automated Learning - IDEAL 2021 - 22nd International Conference, IDEAL 2021, Manchester, UK, November 25-27, 2021, Proceedings\",\"series\":\"Lecture Notes in Computer Science\",\"volume\":\"13113\",\"pages\":\"587–598\",\"publisher\":\"Springer\",\"year\":\"2021\",\"url\":\"https://doi.org/10.1007/978-3-030-91608-4\\\\_57\",\"doi\":\"10.1007/978-3-030-91608-4_57\",\"timestamp\":\"Sat, 30 Sep 2023 01:00:00 +0200\",\"biburl\":\"https://dblp.org/rec/conf/ideal/Umaquinga-Criollo21.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@inproceedings{DBLP:conf/ideal/Umaquinga-Criollo21,\\n  author       = {Ana Cristina Umaquinga{-}Criollo and\\n                  Juan D. Tamayo{-}Quintero and\\n                  Mar{\\\\'{\\\\i}}a N. Moreno Garc{\\\\'{\\\\i}}a and\\n                  Yahya Aalaila and\\n                  Diego Hern{\\\\'{a}}n Peluffo{-}Ord{\\\\'{o}}{\\\\~{n}}ez},\\n  editor       = {Hujun Yin and\\n                  David Camacho and\\n                  Peter Ti{\\\\~{n}}o and\\n                  Richard Allmendinger and\\n                  Antonio J. Tall{\\\\'{o}}n{-}Ballesteros and\\n                  Ke Tang and\\n                  Sung{-}Bae Cho and\\n                  Paulo Novais and\\n                  Susana Nascimento},\\n  title        = {Developments on Support Vector Machines for Multiple-Expert Learning},\\n  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021\\n                  - 22nd International Conference, {IDEAL} 2021, Manchester, UK, November\\n                  25-27, 2021, Proceedings},\\n  series       = {Lecture Notes in Computer Science},\\n  volume       = {13113},\\n  pages        = {587--598},\\n  publisher    = {Springer},\\n  year         = {2021},\\n  url          = {https://doi.org/10.1007/978-3-030-91608-4\\\\_57},\\n  doi          = {10.1007/978-3-030-91608-4\\\\_57},\\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/ideal/Umaquinga-Criollo21.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Umaquinga-Criollo, A. C.\",\"Tamayo-Quintero, J. D.\",\"García, M. N. M.\",\"Aalaila, Y.\",\"Peluffo-Ordóñez, D. H.\"],\"editor_short\":[\"Yin, H.\",\"Camacho, D.\",\"Tiño, P.\",\"Allmendinger, R.\",\"Tallón-Ballesteros, A. J.\",\"Tang, K.\",\"Cho, S.\",\"Novais, P.\",\"Nascimento, S.\"],\"key\":\"DBLP:conf/ideal/Umaquinga-Criollo21\",\"id\":\"DBLP:conf/ideal/Umaquinga-Criollo21\",\"bibbaseid\":\"umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1007/978-3-030-91608-4\\\\_57\"},\"metadata\":{\"authorlinks\":{\"aalaila, y\":\"https://sdas-group.com/members/Ismail-Bachchar/\"}},\"html\":\"\"}],\n      metadata: {\"owner\":\"aalaila, y\",\"authorlinks\":{\"aalaila, y\":\"https://sdas-group.com/members/Ismail-Bachchar/\"}},\n      ownerID: \"QFyPeJ8NXCyLEBi6s\"\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=\"8967.bib\" href=\"data:text/bibtex;base64,@article{DBLP:journals/corr/abs-2503-23820,
  author       = {Yahya Aalaila and
                  Gerrit Gro{\ss}mann and
                  Sumantrak Mukherjee and
                  Jonas Wahl and
                  Sebastian J. Vollmer},
  title        = {When Counterfactual Reasoning Fails: Chaos and Real-World Complexity},
  journal      = {CoRR},
  volume       = {abs/2503.23820},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.23820},
  doi          = {10.48550/ARXIV.2503.23820},
  eprinttype    = {arXiv},
  eprint       = {2503.23820},
  timestamp    = {Mon, 21 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-23820.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sncs/AalailaBRBEBOGP24,
  author       = {Yahya Aalaila and
                  Ismail Bachchar and
                  Hind Raki and
                  Sami Bamansour and
                  Mouad Elhamdi and
                  Kaoutar Benghzial and
                  MacArthur Ortega{-}Bustamante and
                  Lorena Guachi{-}Guachi and
                  Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez},
  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}
}



@inproceedings{DBLP:conf/sai/BajjaAUGP24,
  author       = {Mohammed Bajja and
                  Yahya Aalaila and
                  Ana Cristina Umaquinga{-}Criollo and
                  Lorena Guachi{-}Guachi and
                  Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez},
  editor       = {Kohei Arai},
  title        = {Kernelized Extension for Multiple-Expert-Learning Classifiers Using
                  Support Vector Machines},
  booktitle    = {Intelligent Computing - Proceedings of the 2024 Computing Conference,
                  Volume 4, London, UK, 26-27 June 2024},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {1019},
  pages        = {66--79},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-62273-1\_5},
  doi          = {10.1007/978-3-031-62273-1\_5},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sai/BajjaAUGP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/iccsa/OrtegaBustamanteHPIRAEG23,
  author       = {MacArthur Ortega{-}Bustamante and
                  Waldo Hasperu{\'{e}} and
                  Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez and
                  Daisy Imbaquingo and
                  Hind Raki and
                  Yahya Aalaila and
                  Mouad Elhamdi and
                  Lorena Guachi{-}Guachi},
  editor       = {Osvaldo Gervasi and
                  Beniamino Murgante and
                  David Taniar and
                  Bernady O. Apduhan and
                  Ana Cristina Braga and
                  Chiara Garau and
                  Anastasia Stratigea},
  title        = {Interactive Information Visualization Models: {A} Systematic Literature
                  Review},
  booktitle    = {Computational Science and Its Applications - {ICCSA} 2023 - 23rd International
                  Conference, Athens, Greece, July 3-6, 2023, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13956},
  pages        = {661--676},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-36805-9\_43},
  doi          = {10.1007/978-3-031-36805-9\_43},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccsa/OrtegaBustamanteHPIRAEG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icai2/RakiGAEBGP22,
  author       = {Hind Raki and
                  Juan Gonz{\'{a}}lez{-}Vergara and
                  Yahya Aalaila and
                  Mouad Elhamdi and
                  Sami Bamansour and
                  Lorena Guachi{-}Guachi and
                  Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez},
  editor       = {Hector Florez and
                  Henry Gomez},
  title        = {Crop Classification Using Deep Learning: {A} Quick Comparative Study
                  of Modern Approaches},
  booktitle    = {Applied Informatics: 5th International Conference, {ICAI} 2022, Arequipa,
                  Peru, October 27-29, 2022, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1643},
  pages        = {31--44},
  publisher    = {Springer International Publishing},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-19647-8\_3},
  doi          = {10.1007/978-3-031-19647-8\_3},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icai2/RakiGAEBGP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ideal/Umaquinga-Criollo21,
  author       = {Ana Cristina Umaquinga{-}Criollo and
                  Juan D. Tamayo{-}Quintero and
                  Mar{\'{\i}}a N. Moreno Garc{\'{\i}}a and
                  Yahya Aalaila and
                  Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez},
  editor       = {Hujun Yin and
                  David Camacho and
                  Peter Ti{\~{n}}o and
                  Richard Allmendinger and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros and
                  Ke Tang and
                  Sung{-}Bae Cho and
                  Paulo Novais and
                  Susana Nascimento},
  title        = {Developments on Support Vector Machines for Multiple-Expert Learning},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021
                  - 22nd International Conference, {IDEAL} 2021, Manchester, UK, November
                  25-27, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13113},
  pages        = {587--598},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-91608-4\_57},
  doi          = {10.1007/978-3-030-91608-4\_57},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/Umaquinga-Criollo21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_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=\"aalaila-gromann-mukherjee-wahl-vollmer-whencounterfactualreasoningfailschaosandrealworldcomplexity-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2503.23820\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'aalaila-gromann-mukherjee-wahl-vollmer-whencounterfactualreasoningfailschaosandrealworldcomplexity-2025', 'https://doi.org/10.48550/arXiv.2503.23820', event);\">\n    When Counterfactual Reasoning Fails: Chaos and Real-World Complexity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sdas-group.com/members/Ismail-Bachchar/\">Aalaila, Y.</a>; Großmann, G.; Mukherjee, S.; Wahl, J.;  and Vollmer, S. J.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2503.23820.  2025.\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/10.48550/arXiv.2503.23820\"\n     onclick=\"log_download('aalaila-gromann-mukherjee-wahl-vollmer-whencounterfactualreasoningfailschaosandrealworldcomplexity-2025', 'https://doi.org/10.48550/arXiv.2503.23820', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"When Counterfactual Reasoning Fails: Chaos and Real-World Complexity [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/10.48550/ARXIV.2503.23820\"\n     onclick=\"log_download('aalaila-gromann-mukherjee-wahl-vollmer-whencounterfactualreasoningfailschaosandrealworldcomplexity-2025', 'http://doi.org/10.48550/ARXIV.2503.23820', 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-gromann-mukherjee-wahl-vollmer-whencounterfactualreasoningfailschaosandrealworldcomplexity-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('aalaila-gromann-mukherjee-wahl-vollmer-whencounterfactualreasoningfailschaosandrealworldcomplexity-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;\">@article{DBLP:journals/corr/abs-2503-23820,\n  author       = {Yahya Aalaila and\n                  Gerrit Gro{\\ss}mann and\n                  Sumantrak Mukherjee and\n                  Jonas Wahl and\n                  Sebastian J. Vollmer},\n  title        = {When Counterfactual Reasoning Fails: Chaos and Real-World Complexity},\n  journal      = {CoRR},\n  volume       = {abs/2503.23820},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2503.23820},\n  doi          = {10.48550/ARXIV.2503.23820},\n  eprinttype    = {arXiv},\n  eprint       = {2503.23820},\n  timestamp    = {Mon, 21 Apr 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-23820.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        (2)\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  <a class=\"bibbase author link\" href=\"https://sdas-group.com/members/Ismail-Bachchar/\">Aalaila, Y.</a>; Bachchar, I.; 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>1 download</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  <div class=\"bibbase_paper\" id=\"bajja-aalaila-umaquingacriollo-guachiguachi-peluffoordez-kernelizedextensionformultipleexpertlearningclassifiersusingsupportvectormachines-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-031-62273-1\\_5\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bajja-aalaila-umaquingacriollo-guachiguachi-peluffoordez-kernelizedextensionformultipleexpertlearningclassifiersusingsupportvectormachines-2024', 'https://doi.org/10.1007/978-3-031-62273-1\\_5', event);\">\n    Kernelized Extension for Multiple-Expert-Learning Classifiers Using Support Vector Machines.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bajja, M.; <a class=\"bibbase author link\" href=\"https://sdas-group.com/members/Ismail-Bachchar/\">Aalaila, Y.</a>; Umaquinga-Criollo, A. C.; Guachi-Guachi, L.;  and Peluffo-Ordóñez, D. H.\n</span>\n\n  \n\n</span>\n\n  In Arai, K., editor(s), <i>Intelligent Computing - Proceedings of the 2024 Computing Conference, Volume 4, London, UK, 26-27 June 2024</i>, volume 1019, of <i>Lecture Notes in Networks and Systems</i>, pages 66–79,  2024. Springer\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/10.1007/978-3-031-62273-1\\_5\"\n     onclick=\"log_download('bajja-aalaila-umaquingacriollo-guachiguachi-peluffoordez-kernelizedextensionformultipleexpertlearningclassifiersusingsupportvectormachines-2024', 'https://doi.org/10.1007/978-3-031-62273-1\\_5', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Kernelized Extension for Multiple-Expert-Learning Classifiers Using Support Vector Machines [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/10.1007/978-3-031-62273-1_5\"\n     onclick=\"log_download('bajja-aalaila-umaquingacriollo-guachiguachi-peluffoordez-kernelizedextensionformultipleexpertlearningclassifiersusingsupportvectormachines-2024', 'http://doi.org/10.1007/978-3-031-62273-1_5', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bajja-aalaila-umaquingacriollo-guachiguachi-peluffoordez-kernelizedextensionformultipleexpertlearningclassifiersusingsupportvectormachines-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>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bajja-aalaila-umaquingacriollo-guachiguachi-peluffoordez-kernelizedextensionformultipleexpertlearningclassifiersusingsupportvectormachines-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;\">@inproceedings{DBLP:conf/sai/BajjaAUGP24,\n  author       = {Mohammed Bajja and\n                  Yahya Aalaila and\n                  Ana Cristina Umaquinga{-}Criollo and\n                  Lorena Guachi{-}Guachi and\n                  Diego Hern{\\&#x27;{a}}n Peluffo{-}Ord{\\&#x27;{o}}{\\~{n}}ez},\n  editor       = {Kohei Arai},\n  title        = {Kernelized Extension for Multiple-Expert-Learning Classifiers Using\n                  Support Vector Machines},\n  booktitle    = {Intelligent Computing - Proceedings of the 2024 Computing Conference,\n                  Volume 4, London, UK, 26-27 June 2024},\n  series       = {Lecture Notes in Networks and Systems},\n  volume       = {1019},\n  pages        = {66--79},\n  publisher    = {Springer},\n  year         = {2024},\n  url          = {https://doi.org/10.1007/978-3-031-62273-1\\_5},\n  doi          = {10.1007/978-3-031-62273-1\\_5},\n  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sai/BajjaAUGP24.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_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</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=\"ortegabustamante-hasperu-peluffoordez-imbaquingo-raki-aalaila-elhamdi-guachiguachi-interactiveinformationvisualizationmodelsasystematicliteraturereview-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-031-36805-9\\_43\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ortegabustamante-hasperu-peluffoordez-imbaquingo-raki-aalaila-elhamdi-guachiguachi-interactiveinformationvisualizationmodelsasystematicliteraturereview-2023', 'https://doi.org/10.1007/978-3-031-36805-9\\_43', event);\">\n    Interactive Information Visualization Models: A Systematic Literature Review.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ortega-Bustamante, M.; Hasperué, W.; Peluffo-Ordóñez, D. H.; Imbaquingo, D.; Raki, H.; <a class=\"bibbase author link\" href=\"https://sdas-group.com/members/Ismail-Bachchar/\">Aalaila, Y.</a>; Elhamdi, M.;  and Guachi-Guachi, L.\n</span>\n\n  \n\n</span>\n\n  In Gervasi, O.; Murgante, B.; Taniar, D.; Apduhan, B. O.; Braga, A. C.; Garau, C.;  and Stratigea, A., editor(s), <i>Computational Science and Its Applications - ICCSA 2023 - 23rd International Conference, Athens, Greece, July 3-6, 2023, Proceedings, Part I</i>, volume 13956, of <i>Lecture Notes in Computer Science</i>, pages 661–676,  2023. Springer\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/10.1007/978-3-031-36805-9\\_43\"\n     onclick=\"log_download('ortegabustamante-hasperu-peluffoordez-imbaquingo-raki-aalaila-elhamdi-guachiguachi-interactiveinformationvisualizationmodelsasystematicliteraturereview-2023', 'https://doi.org/10.1007/978-3-031-36805-9\\_43', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Interactive Information Visualization Models: A Systematic Literature Review [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/10.1007/978-3-031-36805-9_43\"\n     onclick=\"log_download('ortegabustamante-hasperu-peluffoordez-imbaquingo-raki-aalaila-elhamdi-guachiguachi-interactiveinformationvisualizationmodelsasystematicliteraturereview-2023', 'http://doi.org/10.1007/978-3-031-36805-9_43', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ortegabustamante-hasperu-peluffoordez-imbaquingo-raki-aalaila-elhamdi-guachiguachi-interactiveinformationvisualizationmodelsasystematicliteraturereview-2023\"\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('ortegabustamante-hasperu-peluffoordez-imbaquingo-raki-aalaila-elhamdi-guachiguachi-interactiveinformationvisualizationmodelsasystematicliteraturereview-2023')\" -->\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/iccsa/OrtegaBustamanteHPIRAEG23,\n  author       = {MacArthur Ortega{-}Bustamante and\n                  Waldo Hasperu{\\&#x27;{e}} and\n                  Diego Hern{\\&#x27;{a}}n Peluffo{-}Ord{\\&#x27;{o}}{\\~{n}}ez and\n                  Daisy Imbaquingo and\n                  Hind Raki and\n                  Yahya Aalaila and\n                  Mouad Elhamdi and\n                  Lorena Guachi{-}Guachi},\n  editor       = {Osvaldo Gervasi and\n                  Beniamino Murgante and\n                  David Taniar and\n                  Bernady O. Apduhan and\n                  Ana Cristina Braga and\n                  Chiara Garau and\n                  Anastasia Stratigea},\n  title        = {Interactive Information Visualization Models: {A} Systematic Literature\n                  Review},\n  booktitle    = {Computational Science and Its Applications - {ICCSA} 2023 - 23rd International\n                  Conference, Athens, Greece, July 3-6, 2023, Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13956},\n  pages        = {661--676},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-36805-9\\_43},\n  doi          = {10.1007/978-3-031-36805-9\\_43},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iccsa/OrtegaBustamanteHPIRAEG23.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_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</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=\"raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-031-19647-8\\_3\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022', 'https://doi.org/10.1007/978-3-031-19647-8\\_3', event);\">\n    Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raki, H.; González-Vergara, J.; <a class=\"bibbase author link\" href=\"https://sdas-group.com/members/Ismail-Bachchar/\">Aalaila, Y.</a>; Elhamdi, M.; Bamansour, S.; Guachi-Guachi, L.;  and Peluffo-Ordóñez, D. H.\n</span>\n\n  \n\n</span>\n\n  In Florez, H.;  and Gomez, H., editor(s), <i>Applied Informatics: 5th International Conference, ICAI 2022, Arequipa, Peru, October 27-29, 2022, Proceedings</i>, volume 1643, of <i>Communications in Computer and Information Science</i>, pages 31–44,  2022. Springer International Publishing\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/10.1007/978-3-031-19647-8\\_3\"\n     onclick=\"log_download('raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022', 'https://doi.org/10.1007/978-3-031-19647-8\\_3', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches [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/10.1007/978-3-031-19647-8_3\"\n     onclick=\"log_download('raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022', 'http://doi.org/10.1007/978-3-031-19647-8_3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022\"\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('raki-gonzlezvergara-aalaila-elhamdi-bamansour-guachiguachi-peluffoordez-cropclassificationusingdeeplearningaquickcomparativestudyofmodernapproaches-2022')\" -->\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/icai2/RakiGAEBGP22,\n  author       = {Hind Raki and\n                  Juan Gonz{\\&#x27;{a}}lez{-}Vergara and\n                  Yahya Aalaila and\n                  Mouad Elhamdi and\n                  Sami Bamansour and\n                  Lorena Guachi{-}Guachi and\n                  Diego Hern{\\&#x27;{a}}n Peluffo{-}Ord{\\&#x27;{o}}{\\~{n}}ez},\n  editor       = {Hector Florez and\n                  Henry Gomez},\n  title        = {Crop Classification Using Deep Learning: {A} Quick Comparative Study\n                  of Modern Approaches},\n  booktitle    = {Applied Informatics: 5th International Conference, {ICAI} 2022, Arequipa,\n                  Peru, October 27-29, 2022, Proceedings},\n  series       = {Communications in Computer and Information Science},\n  volume       = {1643},\n  pages        = {31--44},\n  publisher    = {Springer International Publishing},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/978-3-031-19647-8\\_3},\n  doi          = {10.1007/978-3-031-19647-8\\_3},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icai2/RakiGAEBGP22.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_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</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=\"umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-030-91608-4\\_57\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021', 'https://doi.org/10.1007/978-3-030-91608-4\\_57', event);\">\n    Developments on Support Vector Machines for Multiple-Expert Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Umaquinga-Criollo, A. C.; Tamayo-Quintero, J. D.; García, M. N. M.; <a class=\"bibbase author link\" href=\"https://sdas-group.com/members/Ismail-Bachchar/\">Aalaila, Y.</a>;  and Peluffo-Ordóñez, D. H.\n</span>\n\n  \n\n</span>\n\n  In Yin, H.; Camacho, D.; Tiño, P.; Allmendinger, R.; Tallón-Ballesteros, A. J.; Tang, K.; Cho, S.; Novais, P.;  and Nascimento, S., editor(s), <i>Intelligent Data Engineering and Automated Learning - IDEAL 2021 - 22nd International Conference, IDEAL 2021, Manchester, UK, November 25-27, 2021, Proceedings</i>, volume 13113, of <i>Lecture Notes in Computer Science</i>, pages 587–598,  2021. Springer\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/10.1007/978-3-030-91608-4\\_57\"\n     onclick=\"log_download('umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021', 'https://doi.org/10.1007/978-3-030-91608-4\\_57', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Developments on Support Vector Machines for Multiple-Expert Learning [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/10.1007/978-3-030-91608-4_57\"\n     onclick=\"log_download('umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021', 'http://doi.org/10.1007/978-3-030-91608-4_57', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021\"\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('umaquingacriollo-tamayoquintero-garca-aalaila-peluffoordez-developmentsonsupportvectormachinesformultipleexpertlearning-2021')\" -->\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/ideal/Umaquinga-Criollo21,\n  author       = {Ana Cristina Umaquinga{-}Criollo and\n                  Juan D. Tamayo{-}Quintero and\n                  Mar{\\&#x27;{\\i}}a N. Moreno Garc{\\&#x27;{\\i}}a and\n                  Yahya Aalaila and\n                  Diego Hern{\\&#x27;{a}}n Peluffo{-}Ord{\\&#x27;{o}}{\\~{n}}ez},\n  editor       = {Hujun Yin and\n                  David Camacho and\n                  Peter Ti{\\~{n}}o and\n                  Richard Allmendinger and\n                  Antonio J. Tall{\\&#x27;{o}}n{-}Ballesteros and\n                  Ke Tang and\n                  Sung{-}Bae Cho and\n                  Paulo Novais and\n                  Susana Nascimento},\n  title        = {Developments on Support Vector Machines for Multiple-Expert Learning},\n  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021\n                  - 22nd International Conference, {IDEAL} 2021, Manchester, UK, November\n                  25-27, 2021, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13113},\n  pages        = {587--598},\n  publisher    = {Springer},\n  year         = {2021},\n  url          = {https://doi.org/10.1007/978-3-030-91608-4\\_57},\n  doi          = {10.1007/978-3-030-91608-4\\_57},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ideal/Umaquinga-Criollo21.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);