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BIOKDD 2014 : 5th 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/files/2014/BIOKDD%2714%20CfP.pdf
 
When Sep 1, 2014 - Sep 5, 2014
Where Munich, Germany
Abstract Registration Due Mar 7, 2014
Submission Deadline Mar 14, 2014
Notification Due Apr 14, 2014
Final Version Due May 31, 2014
Categories    bioinformatics   data mining   knowledge discovery
 

Call For Papers

CALL FOR PAPERS
5th International Workshop on Biological Knowledge Discovery and Data Mining (BIOKDD'14)
Held in parallel with 25th International Conference on Database and Expert Systems Applications (DEXA’14)
www.dexa.org
Munich, Germany
September 1-5, 2014

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 2/2 papers will be published in the proceedings of DEXA’14 Workshops with IEEE CSP. One of the authors
of an accepted paper must register to DEXA’14 conference and present the paper at BIOKDD’14 workshop. For paper registration and electronic submission see http://confdriver.ifs.tuwien.ac.at/dexa2014/, starting from January 2014.


IMPORTANT DATES:
Submission of abstracts: March 7, 2014
Submission of full papers: March 14, 2014
Notification of acceptance: April 14, 2014
Camera-ready copies due: May 31, 2014


PROGRAM COMMITTEE:

Mourad Elloumi, LaTICE, University of Tunis, Tunisia (PC Chair)
Jason T. L. Wang, New Jersey Institute of Technology, USA
Radha Krishna Murthy Karuturi, The Jackson Laboratory, Bar Harbor, USA
Daisuke Kihara, Purdue University, West Lafayette, IN, USA
Alfredo Ferro, University of Catania, Italy
Virginio Cantoni, University of Pavia, Pavia, Italy
Marco Ferretti, University of Pavia, Pavia, Italy
Ziding Zhang, China Agricultural University, Beijing China
Li Teng, The University of Iowa, USA
Lefteris Angelis, Aristotle University of Thessaloniki, Thessaloniki, Greece
Evangelos Theodoridis, University of Patras, Greece
Alfredo Pulvirenti , University of Catania, Italy
Mohamed Elati, Institut de Biologie Synthétique et Systémique Genopole, Évry France
Solon P. Pissis, King’s College London, UK
José Luis Oliveira, University of Aveiro, Portugal
Adelaide Freitas, University of Aveiro, Portugal
Tiratha Raj Singh, Jaypee University of Information and Technology, Solan, Himachal Pradesh, India
Ahmed Moussa, University Adbelmalek Essaadi, Tangier, Morocco
Ignacio Ponzoni, Universidad Nacional del Sur, Bahía Blanca, Argentina. Matteo Comin, University of Padova, Padova, Italy
Emanuel Weitschek, University Roma Tre, Rome, Italy

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