Faculty Profile for Dr. Jelena Tesic

profile photo for Dr. Jelena Tesic
Dr. Jelena Tesic
Assistant Professor — Computer Science
CMAL 211
phone: (512) 245-3409

Biography Section

Biography and Education

University of California Santa Barbara, Ph.D. 2004 M.Sc 1999.

Teaching Interests

Network Science; Data Science; Machine Learning; Algorithms; Computer Vision;

Research Interests

Machine learning and data science for large unstructured data, such as sensor data, and social and health record data;

Selected Scholarly/Creative Work

  • Tomasso, M. E., Rusnak, L. J., & Tesic, J. (2022). Advances in Scaling Community Discovery Methods for Large Signed Graph Networks. Network Science, 10(3). https://doi.org/10.1093/comnet/cnac013
  • Strauch, G., Lin, J., & Tesic, J. (2022). Overhead Projection Approach For Multi-Camera Vessel Activity Recognition. In Proceedings of IEEE International Conference on Big Data (pp. 5626–5632). IEEE. https://doi.org/10.1109/BigData52589.2021.9671274
  • Rusnak, L. J., & Tesic, J. (2021). Characterizing Attitudinal Network Graphs through Frustration Cloud. Data Mining and Knowledge Discovery, 35, 2498–2539. https://doi.org/https://doi.org/10.1007/s10618-021-00795-z
  • Tesic, J., Warren, N., & Heyse, D. B. (2019). Identifying maritime vessels at multiple levels of descriptions using deep features. In Artificial Intelligence and Machine Learning for Multi-Domain Operations (Vol. 11006). United States. https://doi.org/https://doi.org/10.1117/12.2519248
  • Shebaro, M., Nogueira, L., & Tesic, J. (n.d.). Improving Association Discovery through Multiview Analysis of Social Networks. Social Network Analysis and Mining. Retrieved from https://www.springer.com/journal/13278

Selected Awards

  • Award / Honor Recipient: IBM First Plateau Invention Achievement Award in appreciation and recognition of creative contributions to IBM progress. July 2007
  • Award / Honor Recipient: IBM Research Division Technical Group Award has been presented for Image Filtering Benchmark Team Award. February 2007
  • Award / Honor Recipient: IBM Research Division Award for Multimedia Analysis and Retrieval System. 2006
  • Award / Honor Recipient: IBM Award of Distinction for voluntarism. March 2006
  • Award / Honor Recipient: Best paper content track, ACM Multimedia. 2005

Selected Grants

  • Ekin, Tahir (Principal), Tesic, Jelena (Co-Principal), Qasem, Apan Muhammad (Co-Principal), Valles Molina, Damian (Co-Principal), Summers, Lucia (Co-Principal), Hewitt, Barbara A (Supporting), Liu, Xiangping (Supporting), Chang, Carolyn T (Supporting), Mendez, Francis A (Supporting), Irvin, Jennifer A (Supporting), Resendiz, Maria D (Supporting). Expanding AI Curriculum and Infrastructure at Texas State University to Advance Interdisciplinary Research and Grow a Diverse AI Workforce, National Science Foundation, Federal, $400000. (Submitted: June 2023, Funded: January 2024 - December 2025). Grant.
  • Faroughi, Salah Aldin (Principal), Tesic, Jelena (Co-Principal), Tiefenbacher, John P (Co-Principal). ESMs Latent Space Exploration for Uncertainty Quantification and Spatiotemporal Downscaling, DOE-BER, Federal, $150000. (Funded: August 2022 - June 2024). Grant.
  • Tesic, Jelena. Object Cueing Using Biomimetic Approaches to Visual Information Processing, NAVAIR, Federal, $199708. (Submitted: September 18, 2020, Funded: January 11, 2021 - December 17, 2022). Grant.
  • Tesic, Jelena. NAVAIR SBIR N14A-T008, Navy, Federal, $307005. (Submitted: October 15, 2017, Funded: March 19, 2018 - August 31, 2020). Grant.
  • McLean, Robert J C, Tesic, Jelena. Automating Microbial Biofilm Corrosion Analysis Using Semantic Segmentation for Enhanced Space Mission Safety, Texas State University, $16000. (Submitted: October 2, 2023, Funded: January 2024 - Present). Grant.

Selected Service Activities

Member
TXST CADS PM hiring committee
November 10, 2023-December 31, 2023
Co-Chair
Center for Data Analytics And Science (TXST CADS)
June 6, 2022-December 31, 2023
Graduate Advisor
CoSE Fall Commencement
December 10, 2022-December 10, 2023
Member
Dean Search Committee
November 8, 2022-May 31, 2023
Graduate Advisor
Ph.D. Student Committee Recommendation
October 31, 2022-May 1, 2023