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. (April 2016) Chao's paper on identification of cross-linked peptides accepted in the Journal of Proteome Research. Manuscript available here.

  2. (April 2016) Chao defends Ph.D. dissertation on April 11. Congratulations!

  3. (March 2016) Our session of the evolution of molecular function accepted for Pacific Symposium on Biocomputing 2017. The session is co-organized with Yana Bromberg and Matt Hahn. Consider submitting a paper!

  4. (March 2016) Ruiyu's pre-print on new distance metrics on sets, ontologies and functions is now available on arXiv. The paper also introduces functional phylogenies.

  5. (February 2016) Vikas receives eScience Moore/Sloan Data Science and Washington Research Foundation Innovation in Data Science Postdoctoral Fellowship, at the University of Washington.

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

  7. (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.

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

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

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

  11. (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!

Evolution of Molecular Function at PSB 2017

Yana Bromberg, Matt Hahn and I are organizing a session on the evolution of molecular function at PSB 2017. Details here.

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: April 12, 2016