[Corpora-List] [2nd CFP] European Conference on Data Analysis (ECDA 2018)

Michaela Geierhos geierhos at yahoo.de
Sat Mar 3 13:06:20 CET 2018


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 info at ecda2018.de.

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