ICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence
1-3 Jun 2022 Paris (France)

SCOPE

As the number of sensors increases due to the development of Internet of Things (body sensors, weather station, ...) and the improvement of existing devices (satellite, chirurgical robot, ...), the number of available time series data increases also and so is their temporal sampling in a variety of applications in medicine (e.g., EEG and ECG signals), environment, finance, weather forecasting, food security, or human activity recognition. There is now a need to deal with new issues such as missing values, irregular temporal sampling, time series outliers, early classification, heterogeneous time series, cold start and the lack (or few amount) of labeled data to train models. Moreover, new devices with higher temporal frequency and multi sensors impose to set a tradeoff between accuracy and scalability as the dimensionality and the length of the time-series produced by these devices increase. Finally, these multivariate time series require new methods to deal with the dimensionality complexity. The aim of this special session is to present recent work on time series analysis in different
application domains, that deals with the increase in time series data and/or in the temporal sampling.

 

TOPICS

  • Time-Series classification
  • Time-Series forecasting
  • Time-Series clustering
  • Time-Series segmentation
  • Time-Series regression
  • Time series at scale
  • Early classification of Time-Series
  • Time-Series classification with few labeled data
  • Time-Series classification with missing data and/or outliers

 

PAPER SUBMISSION

Authors are invited to submit papers in any of the topics listed above.
Visit "Author guidelines" in the ICPRAI website (https://icprai2022.sciencesconf.org/resource/page/id/4) for more information about the submission procedure.
To submit a paper, select "" in the Easychair form (https://easychair.org/my/conference?conf=icprai2022)
 
 

IMPORTANT DATES

  • Paper submission: December 15, 2021, January 15, 2022 (extended January 31th, 2022) 
  • Authors notification: March 8, 2022
  • Camera ready and registration: March 22, 2022

 

PROGRAM COMMITTEE MEMBERS

  • Anthony Bagnall, University of East Anglia
  • Emilie Devijver, Université Grenoble Alpes
  • Dominque Gay, Université de La Réunion
  • Matthieu Herrmann, Monash University
  • Dino Ienco, INRAE
  • Georgiana Ifrim, University College Dublin
  • Jason Lines, University of East Anglia
  • Simon Malinowski, Université de Rennes 1
  • Pierre-François Marteau, Université Bretagne Sud
  • Engelbert Mephu Nguifo, Université Clermont Auvergne
  • Themis Palpanas, Université de Paris
  • Patrick Schäfer, Humboldt University of Berlin
  • Chang Wei Tan, Monash University
  • Romain Tavenard, Université de Rennes 2
  • Geoff Webb, Monash University

SPECIAL SESSION CHAIRS
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