World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
53
Citations
20109
World Ranking
4692
National Ranking
2180

Electronics and Electrical Engineering

D-Index
48
Citations
18516
World Ranking
3007
National Ranking
1129

Overview

Jelena Kovacevic is affiliated with New York University in the United States. Their research spans across multiple disciplines, primarily within the fields of Computer Science and Biochemistry, Genetics, and Molecular Biology. Their scholarly contributions include eight publications in Computer Science and six in Biochemistry, Genetics, and Molecular Biology.

The scientist's work covers several subfields, notably Artificial Intelligence, Molecular Biology, Biophysics, Computer Vision and Pattern Recognition, and Neurology. The main topics explored in their research include Cell Image Analysis Techniques, Ear Surgery and Otitis Media, Hearing Impairment and Communication, Indoor and Outdoor Localization Technologies, Advanced Graph Neural Networks, Complex Network Analysis Techniques, and Bayesian Modeling and Causal Inference.

Jelena Kovacevic's recent publications demonstrate a diversity of research interests. Key recent papers include:

  • Vector-Valued Graph Trend Filtering With Non-Convex Penalties (2020) published in IEEE Transactions on Signal and Information Processing over Networks
  • Development and Validation of an Automated Classifier to Diagnose Acute Otitis Media in Children (2024) published in JAMA Pediatrics
  • Dynamics and Thermal Sensitivity of rRNA Maturation Paths in Plants (2021) published in Journal of Experimental Botany
  • Privacy-Preserving Federated Multi-Task Linear Regression: A One-Shot Linear Mixing Approach Inspired By Graph Regularization (2022) published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • From Nano to Macro: An Overview of the IEEE Bio Image and Signal Processing Technical Committee (2023) published in IEEE Signal Processing Magazine

The venues in which Kovacevic has frequently published reflect the interdisciplinary nature of their work. These include arXiv (Cornell University), JAMA Pediatrics, IEEE Transactions on Signal and Information Processing over Networks, Journal of Experimental Botany, and ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Collaborations are an important aspect of their research profile. Frequent co-authors of Jelena Kovacevic are:

  • Harlin Lee
  • Yuejie Chi
  • Selin Aviyente
  • Alejandro F. Frangi
  • Erik Meijering

Best Publications

  • Wavelets and Subband Coding

    Martin Vetterli;Jelena Kovačevic

  • Graph Signal Processing: Overview, Challenges, and Applications

    Antonio Ortega;Pascal Frossard;Jelena Kovacevic;Jose M. F. Moura

  • Discrete Signal Processing on Graphs: Sampling Theory

    Siheng Chen;Rohan Varma;Aliaksei Sandryhaila;Jelena Kovacevic

  • Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for R/sup n/

    J. Kovacevic;M. Vetterli;M. Vetterli;M. Vetterli

  • Quantized Frame Expansions with Erasures

    Vivek K. Goyal;Jelena Kovačević;Jonathan A. Kelner

  • Foundations of Signal Processing

    Martin Vetterli;Jelena Kovačević;Vivek K Goyal

  • Wavelets: the mathematical background

    A. Cohen;J. Kovacevic

  • Equal-Norm Tight Frames with Erasures

    Peter G. Casazza;Jelena Kovačević

  • Life Beyond Bases: The Advent of Frames (Part II)

    J. Kovacevic;A. Chebira

  • Reproducible research in signal processing

    P. Vandewalle;J. Kovacevic;M. Vetterli

  • Wavelet families of increasing order in arbitrary dimensions

    J. Kovacevic;W. Sweldens

  • Tilings of the time-frequency plane: construction of arbitrary orthogonal bases and fast tiling algorithms

    C. Herley;J. Kovacevic;K. Ramchandran;M. Vetterli

  • Generalized multiple description coding with correlating transforms

    V.K. Goyal;J. Kovacevic

  • Signal Recovery on Graphs: Variation Minimization

    Siheng Chen;Aliaksei Sandryhaila;Jose M. F. Moura;Jelena Kovacevic

  • Matching and retrieval based on the vocabulary and grammar of color patterns

    A. Mojsilovic;J. Kovacevic;Jianying Hu;R.J. Safranek

  • Life Beyond Bases: The Advent of Frames (Part I)

    Unknown

  • Perfect reconstruction filter banks with rational sampling factors

    J. Kovacevic;M. Vetterli

  • Multiple description transform coding of images

    V.K. Goyal;J. Kovacevic;R. Arean;M. Vetterli

  • Retrieval and matching of color patterns based on a predetermined vocabulary and grammar

    S. Kicha Ganapathy;Jianying Hu;Jelena Kovacevic;Aleksandra Mojsilovic

  • Filter bank frame expansions with erasures

    J. Kovacevic;P.L. Dragotti;V.K. Goyal

  • An Introduction to Frames

    Jelena Kovačević;Amina Chebira

Frequent Co-Authors

Martin Vetterli
Martin Vetterli École Polytechnique Fédérale de Lausanne
Vivek K. Goyal
Vivek K. Goyal Boston University
James H. Garrett
James H. Garrett Carnegie Mellon University
Aarti Singh
Aarti Singh Carnegie Mellon University
Jose M. Bioucas-Dias
Jose M. Bioucas-Dias Instituto Superior Técnico
Jose M. F. Moura
Jose M. F. Moura Carnegie Mellon University
Jacobo Bielak
Jacobo Bielak Carnegie Mellon University
Robert F. Murphy
Robert F. Murphy Carnegie Mellon University
Cormac Herley
Cormac Herley Microsoft (United States)

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