https://mw.hh.se/caisr/api.php?action=feedcontributions&feedformat=atom&user=Hamid 2026-04-04T06:51:27Z User contributions MediaWiki 1.35.13 https://mw.hh.se/caisr/index.php?title=Explainable_Decision_Forest&diff=5243 2023-09-04T13:01:17Z

<p>Hamid: </p> <hr /> <div>{{StudentProjectTemplate<br /> |Summary=Designing an explainable decision forest classifier for fault detection<br /> |Keywords=decision forest, explainable AI, fault detection<br /> |TimeFrame=Autumn 2023<br /> |Supervisor=Hamid Sarmadi, Sepideh Pashami, Sławomir Nowaczyk, <br /> |Status=Open<br /> }}<br /> An algorithm to train separate &quot;explainable&quot; decision trees for detecting different types of fault has been developed. We would like to extend the algorithm to an ensemble (Decision Forest) method when decision trees are aware of each other.<br /> <br /> You can read more about the original algorithm in the following link: https://hhse-my.sharepoint.com/:b:/g/personal/hamid_sarmadi_hh_se/EWlwNDHNrnNMqBQ93dNdu9kBS61tWwF56a-rI7A-kPEpRA?e=EpEFQn</div>

Hamid https://mw.hh.se/caisr/index.php?title=Explainable_Decision_Forest&diff=5242 2023-09-04T11:26:04Z

<p>Hamid: Created page with &quot;{{StudentProjectTemplate |Summary=Designing an explainable decision forest classifier for fault detection |Keywords=decision forest, explainable AI, fault detection |TimeFrame...&quot;</p> <hr /> <div>{{StudentProjectTemplate<br /> |Summary=Designing an explainable decision forest classifier for fault detection<br /> |Keywords=decision forest, explainable AI, fault detection<br /> |TimeFrame=Autumn 2023<br /> |Supervisor=Hamid Sarmadi, Sepideh Pashami, Sławomir Nowaczyk, <br /> |Status=Open<br /> }}<br /> An algorithm to train separate &quot;explainable&quot; decision trees for detecting different types of fault has been developed. We would like to extend the algorithm to an ensemble (Decision Forest) method when decision trees are aware of each other.<br /> <br /> You can read more about the original algorithm in the following link: https://hhse-my.sharepoint.com/:b:/g/personal/hamid_sarmadi_hh_se/EVv0c-uonSxHhHyf93N5yPsBEp79kUXLCP6e2hQKBvRF9Q?e=3CscLX</div>

Hamid https://mw.hh.se/caisr/index.php?title=Hamid_Sarmadi&diff=5241 2023-09-04T11:19:17Z

<p>Hamid: Created page with &quot;{{Person |Family Name=Sarmadi |Given Name=Hamid |Title=Dr. |Position=Assistant Senior Lecturer |Email=hamid.sarmadi@hh.se |Office=E511 |Affiliation=ISLAB, CAISR }} {{AssignSub...&quot;</p> <hr /> <div>{{Person<br /> |Family Name=Sarmadi<br /> |Given Name=Hamid<br /> |Title=Dr.<br /> |Position=Assistant Senior Lecturer<br /> |Email=hamid.sarmadi@hh.se<br /> |Office=E511<br /> |Affiliation=ISLAB, CAISR<br /> }}<br /> {{AssignSubjectAreas<br /> |SubjectArea=Explainable AI<br /> }}<br /> {{AssignApplicationAreas<br /> |ApplicationArea=Predictive Maintenance, Remote Poverty Estimation<br /> }}<br /> [[Category:Staff]]<br /> &lt;!--Remove or add comments --&gt;<br /> &lt;!-- __NOTOC__ --&gt;<br /> {{ShowPerson}}<br /> {{InsertProjects}}<br /> &lt;!-- {{PublicationsList}} --&gt;</div>

Hamid