C A L L F O R  P A P E R S

 

ECDA 2018

European Conference on DataAnalysis

 

Paderborn, Germany, July 4-6, 2018

http://www.ecda2018.de

  


The next EuropeanConference on Data Analysis (ECDA) will take place in 
Paderborn, Germany,4th-6th July, 2018. ECDA 2018 includes the 42nd Annual 
Meeting of the GFKl DataScience Society and the Symposium on Data Science 
Education of the EuropeanAssociation for Data Science (EuADS). It will be 
located in the Heinz NixdorfMuseumsForum (www.hnf.de), the world's largest 
computer museum.

ECDAsolicits contributions to theoretical as well as application-oriented 
researchon topics in the realm of data science, with a specific focus on 
dataanalytics. With its motto "Multidisciplinary Facets of DataScience", ECDA 
2018 specifically emphasizes the important interplay ofdisciplines involved in 
data science, most notably statistics and computerscience. Topics of interest 
include, but are not limited to thefollowing: 

§  Theory and Methods: Big Data; Clustering, Classification,Discrimination and 
Regression; Data Science; Databases and Data Management;Data Mining, Text and 
Web Mining;  DataVisualization;  Dimension Reduction;  Image Analysis and 
Computer Vision; Impact ofTechnical Revolution and Library Science; Knowledge 
Representation andDiscovery; Machine Learning; Mathematical Foundations of Data 
Science;Multivariate Methods; Online Algorithms and Algorithms for Data 
Streams; SocialNetwork Analysis; Statistical and Econometric Methods; Symbolic 
Data Analysis.

§  Applications: Archaeology; Biostatistics; Business andManagement; Economics; 
Education; Engineering; Finance; Geosciences; IndustrialAutomation; 
Linguistics; Marketing; Medicine and Health Care; Musicology;Psychology; Risk 
Management; Social Sciences.

Besides,ECDA will feature several special sessions on interesting 
researchthemes within the scope of the conference. The (still growing) list of 
thesesessions includes the following:

§  Advances in Recursive Partitioning andRelated Methods (Claudio Conversano), 
Algorithm Selection/Configuration andMachine Learning (Bernd Bischl, Felix 
Mohr, Marcel Wever), Applications inDigital Humanities (Michaela Geierhos), Big 
Data and Complex Network Analytics(Martin Atzmüller), Bioinformatics and 
Biostatistics (Dominik Heider), Comparisonand Benchmarking of Cluster Analysis 
Methods (Christian Hennig), ConsumerPreferences and Marketing Analytics 
(Friederike Paetz, Daniel Guhl), DataAnalysis Models in Economics and Business 
(Jozef Pociecha), Data Analysis inFinance (Krzysztof Jajuga), Data Science for 
Mental Health (Fionn Murtagh,Mohsen Farid), Dimension Reduction and 
Visualisation for Classification (Nielle Roux), European Association for Data 
Science (EuADS) Symposium on DataScience Education (Rolf Biehler, Reinhold 
Decker, Peter Flach, Berthold Lausen,Carsten Schulte), Machine Learning for 
Dynamic Systems (Volker Lohweg, OliverNiggemann), Mining Streaming and 
Time-Evolving Data (Barbara Hammer, GeorgKrempl, Jerzy Stefaniwski), Multimodal 
Data and Cross-modal Relations:Analytics and Search (Ralph Ewerth), Recent 
Developments in Longitudinal DataAnalysis in Psychology (Casper Albers), 
Statistical Aspects of Machine LearningMethods (Florian Dumpert), Statistical 
Learning with Imprecision (ThomasAugustin, Sebastian Destercke), Statistical 
Visualization for Data Science(Koji Kurihara, Adalbert Wilhelm), Time Series 
Analysis and Online Algorithms(Wolfgang Konen), Web Science (Axel Ngonga)

Keynote Speakers

§  Niko Beerenwinkel(ETH Zürich)

§  James Berger (Duke University, USA)

§  Andreas Christmann (University ofBayreuth, Germany)

§  Irina Gurevych (TU Darmstadt, Germany)

§  Barbara Hammer(Bielefeld University, Germany)

§  Johannes Hartig(DIPF, Frankfurt, Germany)  

§  Luc de Readt(Universität Leuven, Belgium)

§  Roberto Rocci(University of Rome Tor Vergata, Italy)

§  Elena Simperl (University of Southampton,UK)

§  Yuan Sun (National Institute forInformatics, Japan)

 

Important Dates

§  Abstract submission deadline: April 1,2018

§  Notification of abstract acceptance orrejection: April 30, 2018

§  Early registration deadline: May 15, 2018

§  Registration deadline: June 15, 2018

§  Full paper submission: September 15, 2018




Publication

Accepted full papers will be published in theJournal "Archives of Data Science, 
Series A" (http://www.archivesofdatascience.org/journals/series_a/).

 

Partner Organizations

§  European Association for Data Science(EuADS)

§  Data Science Society (GfKl) 

§  International Association for StatisticalComputing (IASC)

§  British Classification Society (BCS)

§  Section on Classification and DataAnalysis of the Polish Statistical 
Association (SKAD)

§  Classification and Data Analysis Group ofthe Italian Statistical Society 
(CLADAC)

§  Japanese Classification Society (JCS)

§  German Computer Science Society (GI)

  


Organization and Contact

§  General Chair:              Eyke Hüllermeier, Paderborn University

§  Program Chairs:           Hans Kestler, University of Ulm; Adalbert 
Wilhelm,Jacobs University Bremen

 

For any questions, please feel free to contactthe General Chair at 
i...@ecda2018.de.

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