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praxai:start [2022/05/30 09:02] – [Important Dates] sbk | praxai:start [2023/08/02 06:29] (current) – [Important Dates] sbk | ||
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**PRAXAI webpage address is [[http:// | **PRAXAI webpage address is [[http:// | ||
- | PRAXAI | + | PRAXAI |
Conference on Data Science and Advanced Analytics]] focuses on bringing the research on Explainable | Conference on Data Science and Advanced Analytics]] focuses on bringing the research on Explainable | ||
Artificial Intelligence (XAI) to actual applications and tools that help | Artificial Intelligence (XAI) to actual applications and tools that help | ||
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daily work. | daily work. | ||
- | The PRAXAI | + | The PRAXAI |
===== Important Dates ===== | ===== Important Dates ===== | ||
- | * **Submission Deadline**: <del>June 1, 2022</ | + | * **Submission Deadline**: <del>May 2</ |
- | * **Notification**: | + | * **Notification**: |
- | * **Camera Ready Due**: | + | * **Camera Ready Due**: |
+ | * **Conference date**: October 9-13 | ||
===== Call for papers ===== | ===== Call for papers ===== | ||
- | * {{ : | + | * {{ : |
+ | |||
===== Submission Instructions ===== | ===== Submission Instructions ===== | ||
- | The length of each paper submitted to the Research and Application tracks should be no more than 10 pages, | + | The length of each paper submitted to the Research and Application tracks should be no more than 10 pages, formatted following the standard 2-column U.S. letter style of IEEE Conference template. See the IEEE Proceedings Author Guidelines: http:// |
All submissions will be double-blind reviewed by the Program Committee on the basis of technical quality, relevance to the scope of the conference, originality, | All submissions will be double-blind reviewed by the Program Committee on the basis of technical quality, relevance to the scope of the conference, originality, | ||
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Authors are also encouraged to submit supplementary materials, i.e., providing the source code and data through a GitHub-like public repository to support the reproducibility of their research results. | Authors are also encouraged to submit supplementary materials, i.e., providing the source code and data through a GitHub-like public repository to support the reproducibility of their research results. | ||
- | Electronic submission site: https://cmt3.research.microsoft.com/DSAA2022 | + | Electronic submission site: [[https://easychair.org/my/conference? |
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===== Topics of interest ===== | ===== Topics of interest ===== | ||
- | + | * Industry 4.0/5.0 and XAI | |
* Model explanations verbalized in human-comprehensible natural language | * Model explanations verbalized in human-comprehensible natural language | ||
* Explainable Reinforcement learning | * Explainable Reinforcement learning | ||
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* Visualization of model explanations for different types of data apart from language and images (tabular data, time series, graphs, etc.) | * Visualization of model explanations for different types of data apart from language and images (tabular data, time series, graphs, etc.) | ||
* XAI software development and its integration into popular ML/DL libraries | * XAI software development and its integration into popular ML/DL libraries | ||
+ | * Fairness and XAI | ||
+ | * Ethics and XAI | ||
+ | * Trust in XAI systems | ||
+ | * XAI in real-world applications: | ||
+ | |||
===== Program Committee (tentative) ===== | ===== Program Committee (tentative) ===== | ||
* Javier del Ser, Tecnalia | * Javier del Ser, Tecnalia | ||
+ | * Eneko Osaba, Tecnalia | ||
* Ricardo Aler, Universidad Carlos III de Madrid | * Ricardo Aler, Universidad Carlos III de Madrid | ||
- | * Felix José Fuentes Hurtado, Universidad Politécnica de Valencia | + | * Felix José Fuentes Hurtado, |
+ | * Alejandro Martin, Universidad Politécnica de Madrid, Spain | ||
+ | * Angel Panizo, Universidad Politécnica de Madrid, Spain | ||
+ | * Javier Huertas, Universidad Politécnica de Madrid, Spain | ||
* Juan Pavón, Universidad Complutense de Madrid | * Juan Pavón, Universidad Complutense de Madrid | ||
- | * Francesco Piccialli, University of Naples Federico II | + | * Francesco Piccialli, |
- | * Salvatore Cuomo, University of Naples Federico II | + | * Salvatore Cuomo, |
- | * Edoardo Prezioso, University of Naples Federico II | + | * Edoardo Prezioso, |
- | * Federico Gatta, University of Naples Federico II | + | * Federico Gatta, |
- | * Fabio Giampaolo, University of Naples Federico II | + | * Fabio Giampaolo, |
- | * Stefano Izzo, University of Naples Federico II | + | * Stefano Izzo, |
* Martin Atzmueller, Universitat Osnabruck | * Martin Atzmueller, Universitat Osnabruck | ||
* Kacper Sokół, University of Bristol | * Kacper Sokół, University of Bristol | ||
* Sławomir Nowaczyk, Halmstad University | * Sławomir Nowaczyk, Halmstad University | ||
* Michal Choras, UTP University of Science and Technology | * Michal Choras, UTP University of Science and Technology | ||
- | * Boguslaw | + | * Bogusław |
* Timos Kipouros, University of Cambridge | * Timos Kipouros, University of Cambridge | ||
- | * Jerzy Stefanowski, | + | * Jerzy Stefanowski, |
+ | * Hubert Baniecki, Warsaw University, Poland | ||
+ | * Holzinger Andreas, Vienna University, Austria | ||
+ | * Bastian Pfeifer, Medical University of Graz, Austria | ||
+ | * Mustafa Cavuş, Eskisehir Technical University, Turkey | ||
+ | * Giuseppe Casalicchio, | ||
+ | * Dawid Rymarczyk, Jagiellonian University, Poland | ||
+ | * Jacek Tabor, Jagiellonian University, Poland | ||
+ | * Bartosz Zieliński, Jagiellonian University, Poland | ||
+ | * Abraham Duarte, Universidad Rey Juan Carlos I de Madrid, Spain | ||
+ | * Sancho Salcedo Sanz, Universidad de Alcalá de Henares, Madrid, Spain | ||
+ | * Benslimane Djamal, Lyon 1 University, France | ||
+ | * Hujun Yin, University of Manchester, UK | ||
+ | * Boyan Xu, Guangdong University of Technology, China | ||
+ | * Cesar Analide, Universidad do Minho, Portugal | ||
+ | * Maria Alcina Alpoim Sousa Pereira, Universidad do Minho, Portugal | ||
+ | * Valery Naranjo, Universidad Politécnica de Valencia, Spain | ||
+ | * Adrián Colomer, Universidad Politécnica de Valencia, Spain | ||
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* Przemysław Biecek < | * Przemysław Biecek < | ||
* Grzegorz J. Nalepa, < | * Grzegorz J. Nalepa, < | ||
+ | |||
===== Past events ===== | ===== Past events ===== | ||
* [[praxai: | * [[praxai: | ||
+ | * [[praxai: | ||