publications

2025

  1. Ocean
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    Ocetrac: An Object-based Framework for Tracking and Quantifying Climate Events in Gridded Datasets
    Cassia Cai, Jacob T. Cohen, Hilary Scannell, and 2 more authors
    Proceedings of the 24th Python in Science Conference, 2025
    DOI
  2. Ocean
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    Machine learning applied to otolith microchemical data to discriminate stock of origin in salmon
    Ben Makhlouf, Daniel E. Schindler, and Valentina Staneva
    bioRxiv, 2025
    DOI

2024

  1. Sonar
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    Echodataflow: Recipe-based Fisheries Acoustics Workflow Orchestration
    Valentina Staneva, Soham Butala, Landung Don Setiawan, and 1 more author
    Proceedings of the 23rd Python in Science Conference, 2024
    DOI
  2. Sonar
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    Echostack: A flexible and scalable open-source software suite for echosounder data processing
    Wu-Jung Lee, Valentina Staneva, Emilio Mayorga, and 5 more authors
    Proceedings of the 23rd Python in Science Conference, 2024
    DOI
  3. Sonar
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    Interoperable and scalable echosounder data processing with Echopype
    Lee Wu-Jung, Landung Setiawan, Caesar Tuguinay, and 2 more authors
    ICES Journal of Marine Science, 2024
    DOI

2021

  1. Neuroscience
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    Decoding Happiness from Neural and Video Recordings for Better Insight Into Emotional Processing in the Brain
    Emil Azadian, Gautham Velchuru, Nancy Wang, and 3 more authors
    In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021
    DOI

2020

  1. Sonar
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    Compact representation of temporal processes in echosounder time series via matrix decomposition
    Wu-Jung Lee, and Valentina Staneva
    The Journal of the Acoustical Society of America, Dec 2020
    DOI

2019

  1. Sonar
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    Tensor decomposition of multi-frequency echosounder time series
    Wu-Jung Lee, and Valentina Staneva
    In OCEANS 2019 MTS/IEEE SEATTLE, Dec 2019
    DOI
  2. NLP
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    Detecting reports of unsafe foods in consumer product reviews
    Adyasha Maharana, Kunlin Cai, Joseph Hellerstein, and 7 more authors
    JAMIA Open, Aug 2019
    DOI

2018

  1. Computer Vision
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    Benchmark Dataset for Automatic Damaged Building Detection from Post-Hurricane Remotely Sensed Imagery
    Sean Andrew Chen, Andrew Escay, Christopher Haberland, and 3 more authors
    arXiv e-prints, Dec 2018
    DOI

2017

  1. Computer Vision
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    Learning Shape Trends: Parameter Estimation in Diffusions on Shape Manifolds
    Valentina Staneva, and Laurent Younes
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jul 2017

2014

  1. Computer Vision
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    Modeling and Estimation of Shape Deformation for Topology-Preserving Object Tracking
    Valentina Staneva, and Laurent Younes
    SIAM Journal on Imaging Sciences, Jul 2014
    DOI

2008

  1. Compressed Sensing
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    Restricted isometry properties and nonconvex compressive sensing
    Rick Chartrand, and Valentina Staneva
    Inverse Problems, May 2008
    DOI
  2. Computer Vision
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    Total variation regularisation of images corrupted by non-Gaussian noise using a quasi-Newton method
    R. Chartrand, and V. Staneva
    IET Image Processing, May 2008
    DOI
  3. Compressed Sensing
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    A Faster-converging Algorithm for Image Segmentation with a Modified Chan-Vese Model
    Rick Chartrand, and Valentina Staneva
    In Proceedings of the 2008 International Conference on Image Processing, Computer Vision, & Pattern Recognition, IPCV 2008, July 14-17, 2008, Las Vegas Nevada, USA, 2 Volumes, May 2008

2007

  1. Compressed Sensing
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    Nonconvex Regularization for Image Segmentation
    Rick Chartrand, and Valentina Staneva
    In Proceedings of the 2007 International Conference on Image Processing, Computer Vision, & Pattern Recognition, IPCV 2007, June 25-28, 2007, Las Vegas Nevada, USA, May 2007