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praxai:start2021 [2021/03/04 20:31] – [Topics of interest] sbkpraxai:start2021 [2021/10/07 14:41] (current) – [Practical applications of explainable artificial intelligence methods (PRAXAI)] gjn
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 ====== Practical applications of explainable artificial intelligence methods (PRAXAI) ====== ====== Practical applications of explainable artificial intelligence methods (PRAXAI) ======
 +
 +**PRAXAI webpage address is [[http://praxai.geist.re]]**
  
 PRAXAI  special session at [[https://dsaa2021.dcc.fc.up.pt/|The 8th IEEE International PRAXAI  special session at [[https://dsaa2021.dcc.fc.up.pt/|The 8th IEEE International
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 make it easier for AI practitioners to integrate XAI methods into their make it easier for AI practitioners to integrate XAI methods into their
 daily work. daily work.
 +
 +The PRAXAI 2021 session is related to the [[http://pacmel.geist.re|CHIST-ERA PACMEL]] project.
 + 
 +===== Important Dates =====
 +  * **Submission Deadline**:<del> May 23, 2021</del> June 06 2021 (extended)
 +  * **Notification**: July 25, 2021
 +  * **Camera Ready Due**: August 8, 2021
 +===== Call for papers =====
 +  * {{ :praxai:praxai-cfp.pdf | PRAXAI Call for papers}}
 +===== Submission Instructions =====
 +
 +Papers (maximum of ten (10) pages) can be submitted through CMT: https://cmt3.research.microsoft.com/DSAA2021
 +
 +Submissions to this special session strictly follow the same specifications, requirements, and policies as the main conference submissions in terms of the paper submission deadline, notification deadline, paper formatting and length, and important policies.
 +
 +Papers must be submitted in PDF according to the standard 2-column U.S. letter style IEEE Conference template. See the IEEE Proceedings Author Guidelines: https://www.ieee.org/conferences/publishing/templates.html for further information and instructions. Submissions failing to comply with paper formatting and authors anonymity will be rejected without reviews.
 +
 +All submissions will be double blind reviewed on the basis of technical quality, relevance to the special session's topics of interest, originality, significance, and clarity. Accepted full-length special session papers will be published by IEEE in the DSAA main conference proceedings under its Special Session scheme. All papers will be submitted for inclusion in the IEEEXplore Digital Library. The conference proceedings will be submitted for EI indexing through INSPEC by IEEE.
 +
 +Attendance: At least one author of each accepted paper must register in full and attend the conference to present the paper. No-show papers will be removed from the IEEE Xplore proceedings. See the DSAA 2021 registration page for details.
  
  
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   * Visualization of model explanations for different types of data apart from language and images (tabular data, time series, graphs…)   * Visualization of model explanations for different types of data apart from language and images (tabular data, time series, graphs…)
   * XAI software development and its integration into popular ML/DL libraries   * XAI software development and its integration into popular ML/DL libraries
 +
 +===== Program Committee (tentative) =====
 +  * Javier del Ser, Tecnalia, Spain
 +  * Eneko Osaba, Tecnalia, Spain
 +  * Ricardo Aler, Universidad Carlos III de Madrid, Spain
 +  * Benslimane Djamal, Lyon 1 University, France
 +  * Boyan Xu,  Guangdong University of Technology, China
 +  * Juan Pavón, Universidad Complutense de Madrid
 +  * Héctor Menéndez, Middlesex University London, UK
 +  * Gema Bello, Universidad Politécnica de Madrid, Spain
 +  * Angel Panizo, Universidad Politécnica de Madrid, Spain
 +  * Alejandro Martín, Universidad Politécnica de Madrid, Spain
 +  * Javier Huertas, Universidad Politécnica de Madrid, Spain
 +  * Cristian Ramirez, Universidad Politécnica de Madrid, Spain
 +  * Martin Atzmueller, Universitat Osnabruck, Germany
 +  * Kacper Sokol, University of Bristol, UK
 +  * Sławomir Nowaczyk, Halmstad University, Sweden
 +  * Jerzy Stefanowski, Poznan University of Technology, Poland
 +  * Jose Palma, University of Murcia, Spain
 +  * Michal Choras, UTP University of Science and Technology, Poland
 +  * Boguslaw Cyganek, AGH University of Science and Technology in Krakow, Poland
 +
  
 ===== Organizers ===== ===== Organizers =====
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   * Grzegorz J. Nalepa, <Grzegorz.J.Nalepa@uj.edu.pl> Jagiellonian University, Poland   * Grzegorz J. Nalepa, <Grzegorz.J.Nalepa@uj.edu.pl> Jagiellonian University, Poland
  
 +===== Papers =====
 +The session took place on 07.10.2021, online, 4-5pm CET
  
 +  * //Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data//, Speaker: Leonid Schwenke 
 +  * //Explainable clustering with multidimensional bounding boxes//, Speaker: Michał Kuk 
 +  * //Explainable artificial intelligence for data science on customer churn//, Speaker: Carson Leung 
 +  * //Explaining Multimodal Errors in Autonomous Vehicles//, Speaker: Leilani Gilpin
  
praxai/start2021.1614889918.txt.gz · Last modified: 2021/03/04 20:31 by sbk
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