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<p class="MsoNormal">Dear All,<o:p></o:p></p>
<p class="MsoNormal">apologies for cross-posting. <o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span lang="EN-GB">Special Session on Multimodal Data Analysis for Understanding of Human Behaviour, Emotions and their Reasons will be organised in CBMI 2026 conference in Toulouse, France. Conference dates: October 21-23. Publisher: IEEE<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB"><a href="https://cbmi2026.sciencesconf.org/">https://cbmi2026.sciencesconf.org/</a><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB">Paper submission deadline will be extended to
<b>May 11</b>.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB">SS call:<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB">Understanding of human behaviour is needed in many application areas: for example, safety at work or in transport, security, supporting the elderly, supporting learning, supporting wellbeing. Humans are good at understanding
other humans, and they do it via observing their behaviour and/or via interactions, but AI is notably lagging behind in this respect due to notable individual differences and context-dependency of human behaviour. In addition, many studies into this problem
collect data in the controlled laboratory settings, which do not reveal all complexity and context-dependency of human behaviour and hence do not provide adequate data to train AI to better understand human behaviour.
<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB">Topics of this special session include the following:<o:p></o:p></span></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level1 lfo3"><span lang="EN-GB">Advances in AI methods for understanding human behaviour and deriving<o:p></o:p></span></li><ul style="margin-top:0cm" type="circle">
<li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level2 lfo3"><span lang="EN-GB">preferences, intentions, personality traits<o:p></o:p></span></li><li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level2 lfo3"><span lang="EN-GB">emotion / mental state / cognition<o:p></o:p></span></li><li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level2 lfo3"><span lang="EN-GB">work or study task performance/ engagement/ confusion
<o:p></o:p></span></li><li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level2 lfo3"><span lang="EN-GB">implicit feedback<o:p></o:p></span></li><li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level2 lfo3"><span lang="EN-GB">potential security and safety threats and risks<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level1 lfo3"><span lang="EN-GB">Advances in AI methods to understand reasons for the above.<o:p></o:p></span></li><li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level1 lfo3"><span lang="EN-GB">Advances in adapting AI methods to different end users and contexts without collecting a lot of labels from each user and/or for each context: transfer learning, semi-supervised
learning, anomaly detection, one-shot learning etc<o:p></o:p></span></li><li class="MsoNormal" style="margin-left:-18.0pt;mso-list:l1 level1 lfo3"><span lang="EN-GB">Studies into collecting real-life human behaviour data and its analysis<o:p></o:p></span></li></ul>
<p class="MsoNormal"><span lang="EN-GB">Advances in information fusion, including information from various heterogeneous sources.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB"><o:p> </o:p></span></p>
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