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BIOKDD 2015 : 6th International Workshop on Biological Knowledge Discovery and Data Mining

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Conference Series : Biological Knowledge Discovery and Data Mining
 
Link: http://www.dexa.org
 
When Sep 1, 2015 - Sep 4, 2015
Where Valencia, Spain
Abstract Registration Due Apr 7, 2015
Submission Deadline Apr 10, 2015
Notification Due Apr 21, 2015
Final Version Due May 1, 2015
Categories    biological knowledge   discovery   data mining
 

Call For Papers

CALL FOR PAPERS

6th International Workshop on
Biological Knowledge Discovery and Data Mining (BIOKDD'15)

Held in parallel with

26th International Conference on Database and
Expert Systems Applications (DEXA’15)

www.dexa.org

Valencia, Spain
September 1-4, 2015


With the development of Molecular Biology during the last decades, we are witnessing an exponential growth of both the volume and the complexity of biological data. For example, the Human Genome Project provided the sequence of the 3 billion DNA bases that constitute the human genome. And, consequently, we are provided too with the sequences of about 100,000 proteins. Therefore, we are entering the post-genomic era: after having focused so many efforts on the accumulation of data, we have now to focus as much effort, and even more, on the analysis of these data. Analyzing this huge volume of data is a challenging task because, not only, of its complexity and its multiple and numerous correlated factors, but also, because of the continuous evolution of our understanding of the biological mechanisms. Classical approaches of biological data analysis are no longer efficient and produce only a very limited amount of information, compared to the numerous and complex biological mechanisms under study. From here comes the necessity to use computer tools and develop new in silico high performance approaches to support us in the analysis of biological data and, hence, to help us in our understanding of the correlations that exist between, on one hand, structures and functional patterns of biological sequences and, on the other hand, genetic and biochemical mechanisms. Knowledge Discovery and Data Mining (KDD) are a response to these new trends.
Topics of BIOKDD workshop include, but not limited to:

Data Preprocessing: Biological Data Storage, Representation and Management (data warehouses, databases, sequences, trees, graphs, biological networks and pathways, …), Biological Data Cleaning (errors removal, redundant data removal, completion of missing data, …), Feature Extraction (motifs, subgraphs, …), Feature Selection (filter approaches, wrapper approaches, hybrid approaches, embedded approaches, …)

Data Mining: Biological Data Regression (regression of biological sequences…), Biological data clustering/biclustering (microarray data biclustering, clustering/biclustering of biological sequences, …), Biological Data Classification (classification of biological sequences…), Association Rules Learning from Biological Data, Text mining and Application to Biological Sequences, Web mining and Application to Biological Data, Parallel, Cloud and Grid Computing for Biological Data Mining

Data Postprocessing: Biological Nuggets of Knowledge Filtering, Biological Nuggets of Knowledge Representation and Visualization, Biological Nuggets of Knowledge Evaluation (calculation of the classification error rate, evaluation of the association rules via numerical indicators, e.g. measurements of interest, … ), Biological Nuggets of Knowledge Integration

PAPER SUBMISSION DETAILS:
Authors are invited to submit electronically original contributions in English. Submitted papers should not exceed 5 pages in IEEE format http://www.computer.org/portal/web/cscps/formatting. All accepted papers will be published in the proceedings of DEXA’15 Workshops with IEEE CSP. One of the authors of an accepted paper must register to DEXA’15 conference and present the paper at BIOKDD’15 workshop. For paper registration and electronic submission see http://confdriver.ifs.tuwien.ac.at/dexa2015/ starting from January 2015.
The winner paper of the Best Paper Award in BIOKDD-DEXA’15 workshop will be published for free by BioData Mining (www.biodatamining.org).


IMPORTANT DATES:
Submission of abstracts: April 7, 2015
Submission of full papers: April 10, 2015
Notification of acceptance: April 21, 2015
Camera-ready copies due: May 31, 2015

PROGRAM COMMITTEE (in alphabetical order):
Mourad Elloumi, LaTICE, University of Tunis, Tunisia (PC Chair)
Haider Banka, Indian School of Mines, Dhanbad, India
Jérémie Bourdon, University of Nantes, France
Tolga Can, Middle East Technical University, Ankara, Turkey
Virginio Cantoni, University of Pavia, Pavia, Italy
Matteo Comin, University of Padova, Padova, Italy
Bhaskar DasGupta, University of Illinois at Chicago, Chicago, USA
Sebastian Dorok, Otto-von-Guericke-University, Magdeburg, Germany
Giovanni Felici, IASI, National Research Council of Italy, Rome, Italy
Adrien Goëffon, University of Angers, France
Yann Guermeur, LORIA-CNRS, Vandoeuvre-lès-Nancy, France
Robert Harrison, Georgia State University, Atlanta, Georgia, USA
Daisuke Kihara, Purdue University, West Lafayette, USA
Gaurav Kumar, Virginia Commonwealth University, Richmond, USA
Dominique Lavenier, GenScale, IRISA-CNRS, Rennes, France
Ahmed Moussa, University Adbelmalek Essaadi, Tangier, Morocco
Mohamed Nadif, University Paris-Descartes, Paris, France
Hasan Ogul, Baskent University, Ankara, Turkey
Tiratha Raj Singh, Jaypee University of Information and Technology, Solan, Himachal Pradesh, India
Mohamed-Ramzi Temanni, Sidra Medical and Research Center, Doha, Qatar
Davide Verzzotto, Genome Institute of Singapore, Singapore
Emanuel Weitschek, Roma Tre University, Rome, Italy

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www.biodatamining.org

Editors-in-Chief
Jesus Aguilar Ruiz (Spain)
Jason Moore (USA)

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