Vladan Radosavljevic

Postdoctoral Fellow, Center for Data Analytics and Biomedical Informatics,
Computer and Information Sciences Department,
Temple University

Contact

Vladan Radosavljevic
Center for Data Analytics and Biomedical Informatics
Temple University
323 Wachman Hall
1805 N. Broad St.
Philadelphia, PA 19122, USA
Office: +1 215 204 5773
Fax: +1 215 204 5082
vladan <at> temple <dot> edu

Research Interests

Machine Learning, Data Mining, Spatial and Temporal Data Mining, Analysis of Big Data from Heterogeneous Sources, Multivariate Model Predictive Control, Therapy Optimization, Seismic Data Processing.

Education

Ph.D., Center for Data Analytics and Biomedical Informatics, Department of Computer and Information Sciences, Temple University, Philadelphia, USA, 2006 - 2011. Advisor: Prof. Zoran Obradovic
Thesis: Gaussian Conditional Random Fields in Remote Sensing
GPA: 4 out of 4

M.Sc. and B.Sc., School of Electrical Engineering, University of Belgrade, Belgrade, Serbia, 1997 - 2003. Advisor: Prof. Branimir Reljin
GPA: 9.48 out of 10

Academic Appointments

DARPA Postdoctoral Fellow at Temple University, 2012 - present
Philadelphia, USA, Mentor: Dr. Zoran Obradovic

Work Experience

Research Intern at Siemens Corporate Research, May 2011 - August 2011
Princeton, NJ, Mentor: Dr. Justinian Rosca

  • Seismic Data Processing
    • Developed an alternative method for separation of overlapping simultaneous sources from massive seismic data. The research resulted in a paper and in a part of an invention.
  • Smart Grid Applications
    • Designed and implemented a web based interactive tool relying on OpenLayers map interface that visualizes results of assessment of communications technology options for smart grid applications.

Research Intern at Siemens Corporate Research, May 2010 - August 2010
Princeton, NJ, Mentor: Dr. Mathaeus Dejori

  • Long-Term Bridge Performance Program
    • Applied and evaluated machine learning and statistical methods for outlier detection, missing value imputation, and spatio-temporal prediction of roadside weather data.
  • GPS-Based Analysis of Travel Behavior
    • Designed and implemented a model for map-matching of large Global Positioning System (GPS) data onto a road map with millions of links. Developed a system for visualization of traffic data. Participated in writing and filling of an invention disclosure.

Research Assistant at Temple University, 2006 - 2011
Philadelphia, PA, Advisor: Dr. Zoran Obradovic

Research Assistant at School of Electrical Engineering, 2003 - 2008
Belgrade, Serbia, Advisor: Dr. Branimir Reljin

  • European Cooperation in the Field of Scientific and Technical Research, COST292 Work Group 5 project
    • Worked on semantic analysis, retrieval and conceptualization for high level annotation of digital audiovisual content.

Teaching Experience

Teaching assistant at Computer and Information Sciences Department, 2008 - 2011
Temple University, Philadelphia, PA

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