Predrag Radivojac


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Pedja Radivojac, Indiana University, 2013

Professor of Computer Science and Informatics

Adjunct Professor of Statistics

Address:

Department of Computer Science and Informatics

Indiana University

150 South Woodlawn Avenue

Bloomington, IN 47405

Office:  Lindley Hall 301F

Phone:  (812) 856-1851

Email:..predrag@indiana.edu..

 

Download my curriculum vitae in pdf format (last updated on 12/23/2015). Google Scholar profile.

Education:

Post-doctoral fellow, Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, 2004

Ph.D., Computer and Information Sciences, Temple University, Philadelphia, Pennsylvania, 2003

M.S., Electrical Engineering, University of Belgrade, Serbia, 1997

B.S., Electrical Engineering, University of Novi Sad, Serbia, 1994

Professional Activities:

Board of Directors Member, International Society for Computational Biology (ISCB), 2012-

Associate Editor, PLoS Computational Biology, 2014-

Editorial Board Member, Bioinformatics, Oxford University Press, 2010-

Recent Updates:

  1. (January 2016) Shantanu's pre-print on estimating class priors from positive and unlabeled data is now available on arXiv.

  2. (January 2016) Iddo and I wrote a book chapter about CAFA assessments that is accepted for the Handbook of Gene Ontology. Pre-print available on arXiv.

  3. (January 2016) CAFA2 pre-print, with Yuxiang as the major contributor, is now available on arXiv.

  4. (December 2015) I will continue on the Bioinformatics Editorial Board for another three years, until end of 2018.

  5. (December 2015) I was awarded August-Wilhelm Scheer Visiting Professorship to visit TUM in Germany next year.

  6. (December 2015) I am now a senior member of the ISCB. If you are new to bioinformatics and computational biology, and also if you are not, consider joining the society. There are many many benefits there both for you and the scientific discipline!

  7. (September 2015) Jose receives travel fellowship for the  Biomedical Data Research Workshop at SHILAC 2015.

  8. (August 2015) Chao receives NSF travel fellowship for ACM BCB 2015.

  9. (August 2015) Neelam's and Vikas' paper accepted in ACS Chemical Biology. Available here.

  10. (August 2015) Emma receives fellowship to attend Math Modeling Workshop at the University of Minnesota, August 5-14, 2015.

  11. (July 2015) Rodrigo's and Sujun's paper on proteomic identification of alternatively spliced isoforms accepted in IEEE-ACM TCBB.

  12. (July 2015) Chao's paper on label-free quantification accepted at ACM BCB 2015.

Research Interests:

Bioinformatics and Computational Biology

 Protein structure and function; method development and evaluation for function prediction.

 Post-translational modifications (PTMs)

 Mass spectrometry (MS) and MS/MS proteomics.

 

Biomedical Informatics and Applications to Human Health

 Development of computational models for understanding and predicting molecular mechanisms of disease.

 Candidate gene prioritization and biomarker discovery.

 Genome interpretation.

 

Machine Learning

 Supervised and semi-supervised learning: learning from positive and unlabeled data; learning from biased data.

 Structured-output learning and evaluation; extreme classification.

 Kernel-based inference on sequences, time-series, and graphs.

 

Last modified: January 12, 2016