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teaam:start [2019/03/03 18:31] – cfp v2 gjnteaam:start [2019/06/28 05:40] – [Schedule] gjn
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 {{ :teaam:aime2019teaam-cfp2.pdf |Call for papers}} {{ :teaam:aime2019teaam-cfp2.pdf |Call for papers}}
 +
  
 ===== Organizers ===== ===== Organizers =====
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-===== Format =====   +===== Schedule =====   
-The proposed workshop will include paper presentations and invited talks related to the workshop topics listed above, as well as a panel discussionAll submitted papers will be subject to a review by the workshop Program Committee Based on the number of high quality submissions we will define the length of the presentations that will be followed by time for questions and discussion from the audience+ 
 + 
 +{{:teaam:mgrzegorzek-photo.jpg?150 |}} 
 +**Keynote speaker:** Prof. Marcin Grzegorzek, Universität zu Lübeck, Institut für Medizinische Informatik 
 + 
 +**Title:** //Human-centred Pattern Recognition for Assistive Health Technologies// 
 + 
 +**Abstract:** We live in a data-driven society and significantly contribute to this concept by voluntarily generating terabytes of data everyday. Pattern recognition algorithms that automatically analyse and interpret that huge amount of heterogeneous data towards prevention (early risk detection), diagnosisassistance in therapy/aftercare/rehabilitation as well as nursing have achieved an extremely high scientific, societal and economic importanceIn this talk, Marcin Grzegorzek will present his research in the area motivated above considering, apart from machine learning, aspects of hardware, participatory design and ELSI (Ethical, Legal and Social Implications)Two of Marcin's projects, (1) Cognitive Village: Adaptively Learning Technical Support Platform for Elderly (funded by the German Federal Ministry of Education and Research) and (2) My-AHA: My Active and Healthy Ageing (EC Horizon 2020), will serve as concrete application scenarios.
  
 ===== Proceedings =====  ===== Proceedings ===== 
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 ===== Program Committee =====  ===== Program Committee ===== 
-(tentative)+(tentative)\\
 Martin Atzmueller, Univeristy of Tilburg, The Netherlands\\ Martin Atzmueller, Univeristy of Tilburg, The Netherlands\\
 Piotr Augustyniak, AGH University of Science and Technology, Poland\\ Piotr Augustyniak, AGH University of Science and Technology, Poland\\
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 Manuel Campos, University of Murcia, Spain\\ Manuel Campos, University of Murcia, Spain\\
 Alex Freitas, University of Kent, United Kingdom\\ Alex Freitas, University of Kent, United Kingdom\\
 +Alejandro Rodríguez González, Universidad Politecnica de Madrid\\
 Marcin Grzegorzek, Universität zu Lübeck, Germany\\ Marcin Grzegorzek, Universität zu Lübeck, Germany\\
 +Jean-Baptiste Lamy,  University Paris 13, France\\
 Giorgio Leonardi, University Piemonte Orientale, Italy\\ Giorgio Leonardi, University Piemonte Orientale, Italy\\
 +Helena Lindgren, Umeå University, Sweden\\
 +Zachary Lipton, Carnegie Mellon University, USA\\
 Peter Lucas Leiden University, The Netherlands\\ Peter Lucas Leiden University, The Netherlands\\
 Agnieszka Ławrynowicz, Poznań University of Technology, Poland\\ Agnieszka Ławrynowicz, Poznań University of Technology, Poland\\
 +Juan Carlos Nieves, Umeå University, Sweden\\
 Erini Ntoutsi, Leibniz University Hannover, Germany\\ Erini Ntoutsi, Leibniz University Hannover, Germany\\
 Jose Palma, University of Murcia, Spain\\ Jose Palma, University of Murcia, Spain\\
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 Allan Tucker, Brunel University, United Kingdom\\ Allan Tucker, Brunel University, United Kingdom\\
 Cristina Soguero Ruiz, Universidad Rey Juan Carlos, Spain\\ Cristina Soguero Ruiz, Universidad Rey Juan Carlos, Spain\\
-Juan Carlos Nieves, Umeå University, Sweden\\ 
  
 ===== Important Dates ===== ===== Important Dates =====
  
-  * Paper submission: 2019-04-15+  * Paper submission: 2019-04-29
   * Notification: 2019-05-13   * Notification: 2019-05-13
-  * Camera-ready: 2019-06-10 +  * Camera-ready: 2019-05-31 
-  * Workshop: TBD+  * Workshop: 2019-06-26-29
  
 ===== Paper submission ===== ===== Paper submission =====
  
-The Easychair installation at https://easychair.org/conferences/?conf=teaam2019 shoud be used for submissions. We encourage full (12pp) as well as short (6pp) pages. Springer LNCS format of PDF submissions is required.+The Easychair installation at https://easychair.org/conferences/?conf=teaam2019 shoud be used for submissions. We encourage full (12pp) as well as short (6pp) original research papers. Springer LNCS format of PDF submissions is required. 
 + 
 +===== Schedule ===== 
 + 
 +    9:00-10:30 Opening session (Chair: J. Stefanowski) 
 + 
 +    9:00 TEAAM Opening: Workshop chairs 
 +    9:15 Marcin Grzegorzek: Human-centred Pattern Recognition for Assistive Health Technologies 
 + 
 +    10:30-10:50 Coffee Break 
 + 
 +    10:50-11:50 Session 1 (Chair: J. Juarez) 
 + 
 +    10:50 Olga Kamińska, et al.: Self organizing maps using acoustic features for prediction of state change in bipolar disorder 
 +    11:10 Alexander Galozy, et al.: Towards Understanding ICU Treatments using Patient Health Trajectories 
 +    11:30 Erica Ramirez, et al.: Interpretable Anomaly Detection and Classification of Multivariate Time Series for Transparent Human Gait Analysis 
 + 
 +    11:50-12:50 Session 2 (Chair: S. Nowaczyk) 
 + 
 +    11:50 Leon Kopitar, et al.: Local vs. Global Interpretability of Machine Learning Models in Type 2 Diabetes Mellitus Screening 
 +    12:10 Bernardo Cánovas Segura, et al.: Exploring antimicrobial resistance prediction using post-hoc interpretable methods 
 +    12:30 Katarzyna Kobylińska, et al.: Explainable machine learning for modeling of early postoperative mortality in lung cancer 
 + 
 +    12:50 - 14:00 Lunch Break 
 + 
 +    14:00 - 15:30 Session 3 (Chair: G. Stiglic) 
 + 
 +    14:00 Keyuan Jiang, et al.: An Explainable Approach of Inferring Potential Medication Effects from Social Media Data 
 +    14:20 Xuwen Wang, et al.: A Computational Framework towards Medical Image Explanation 
 +    14:40 Discussion and workshop closing 
 + 
 +    15:30 - 16:00  (farewell) Coffee Break
  
teaam/start.txt · Last modified: 2020/04/15 15:52 by gjn
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