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BIOKDD 2013 : 4th 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 Aug 26, 2013 - Aug 30, 2013
Where Prague, Czech Republic
Abstract Registration Due May 15, 2013
Submission Deadline May 16, 2013
Notification Due May 23, 2013
Final Version Due May 30, 2013
Categories    bioinformatics   biological knowledge discovery   data mining
 

Call For Papers

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'13 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’13 Workshops with IEEE CSP. One of the authors of an accepted paper must register to DEXA’13 conference and present the paper at BIOKDD’13 workshop. For paper registration and electronic submission see (http://confdriver.ifs.tuwien.ac.at/dexa2013/), starting from January 2013.

IMPORTANT DATES:
Submission of abstracts: May 15, 2013
Submission of full papers: May 16, 2013
Notification of acceptance: May 23, 2013
Camera-ready copies due: May 30, 2013

PROGRAM COMMITTEE:
Mourad Elloumi, LaTICE, University of Tunis, Tunisia (PC Chair)
Costas S. Iliopoulos, King’s College London, UK
Jason T. L. Wang, New Jersey Institute of Technology, USA
Albert Y. Zomaya, The University of Sydney, Australia
Colette Faucher, University of Aix-Marseille III, France
Mohammed S. Rahman, King’s College London, UK
Haider Banka, Indian School of Mines, Dhanbad, India.
Daisuke Kihara, Purdue University, West Lafayette, IN, USA
Alfredo Pulvirenti , University of Catania, Italy
José Luis Oliveira, University of Aveiro, Portugal
Carlo Cattani, University of Salerno, Italy
Shoba Ranganathan, University, Sydney, Australia
Radha Krishna Murthy Karuturi, The Jackson Laboratory, Bar Harbor, ME, USA
Solon P. Pissis, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
Adelaide Freitas, University of Aveiro, Portugal
Fawzi Mhamdi, LaTICE, University of Tunis, Tunisia
Wassim Ayadi, LaTICE, University of Tunis, Tunisia




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