[DL] CFP: Discovery Science 2019

Tomislav Šmuc smuc at irb.hr
Mon Jun 3 09:17:12 CEST 2019


Dear Colleagues,

Apologies if you have already received this call.

*Call for Papers*

The 22nd International Conference on Discovery Science 
<https://ds2019.irb.hr/>(DS2019) will be held on October 28-30, 2019, in 
the town of Split, on the beautiful Adriatic coast.


<http://ds2019.irb.hr/>

http://ds2019.irb.hr/ <http://ds2019.irb.hr/>
Conference flyer 
<http://ds2019.irb.hr/content/download/17386/291548/file/DS2019-poster-final.pdf>

The 22nd International Conference on Discovery Science (DS 2019) 
provides an open forum for intensive discussions and exchange of new 
ideas among researchers working in the area of Discovery Science.The 
scope of the conference includes the development and analysis of methods 
for discovering scientific knowledge, coming from machine learning, data 
mining, intelligent data analysis, big data analysis as well as their 
application in various scientific domains.

We invite submissions of research papers addressing all aspects of 
discovery science: papers that focus on the analysis of different types 
of massive and complex data, including structured, spatio-temporal and 
network data. We would also like to encourage contributions from the 
areas of computational scientific discovery, mining scientific data, 
computational creativity and discovery informatics. We particularly 
welcome papers addressing applications from different domains of science 
including biomedicine and life sciences, astronomy, physics, chemistry, 
as well as social sciences. Applications to massive, heterogeneous, 
continuous or imprecise data sets are of particular interests. Possible 
topics include, but are not limited to:


  * Knowledge discovery, machine learning and statistical methods
  * Ubiquitous Knowledge Discovery
  * Data Streams, Evolving Data and Models
  * Change Detection and Model Maintenance
  * Active Knowledge Discovery
  * Learning from Text and web mining
  * Information extraction from scientific literature
  * Knowledge discovery from heterogeneous, unstructured and multimedia data
  * Knowledge discovery in network and link data
  * Knowledge discovery in social networks
  * Data and knowledge visualization
  * Spatial/Temporal Data
  * Mining graphs and structured data
  * Planning to Learn
  * Knowledge Transfer
  * Computational Creativity
  * Human-machine interaction for knowledge discovery and management
  * Evaluation of models and predictions in discovery setting
  * Causality modeling
  * Interpretability of machine learning and deep learning models
  * AI frameworks for discovery in scientific domains
  * Biomedical knowledge discovery, analysis of (multi)omics,
    micro-array,gene deletion, gene set enrichment data
  * Machine Learning for High-Performance Computing, Grid and
    Cloud Computing
  * Applications of the above techniques to other natural or
    social sciences

*Important Dates*

Paper submission: 14.6.2019Author notification: 22.7.2019 PhD session 
abstract submission: 2.8.2019 PhD abstract notification: 9.8.2019 Camera 
ready: 16.8.2019 Author registration: 20.8.2019 Conference: 28. - 30.10.2019
       

Authors are invited to submit their papers through the conference online 
submission site:

https://easychair.org/conferences/?conf=ds_2019
Detailed submission instructions and organization related to the 
conference are also available here: CFP 
<http://ds2019.irb.hr/content/download/17385/291542/file/CFP.pdf>

*Publication***

Traditionally, the proceedings of Discovery Science series appear in the 
Lecture Notes in Artificial Intelligence Series by Springer-Verlag 
<http://www.springer.com/computer/lncs?SGWID=0-164-0-0-0>*. *In 
addition, a special issue on Discovery Science is planned in Machine 
Learning Journal <http://www.springer.com/computer/ai/journal/10994>.

For further information, the contact information is at: _ds2019 at irb.hr_

We look forward to meeting you in Split!

Best regards,

DS2019 Organizing Committee

General Chair: Sašo Džeroski, Jožef Stefan Institute, Ljubljana, 
Slovenia Program Chairs:Petra Kralj Novak, Jožef Stefan Institute, 
Ljubljana, Slovenia Tomislav Šmuc, Institut Ruđer Bošković, Zagreb, Croatia

PhD Symposium Chair:Tomislav Lipić, Institut Ruđer Bošković, Zagreb, 
Croatia


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