World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
35
Citations
4864
World Ranking
8995
National Ranking
2514

Research.com Recognitions

  • 2008 - Fellow of the American Statistical Association (ASA)

Overview

Brani Vidakovic is affiliated with the Georgia Institute of Technology in the United States. Their research primarily focuses on the field of Mathematics, with a strong emphasis on Statistics and Probability as well as Computer Vision and Pattern Recognition. Additional subfields of study include Molecular Biology, Analytical Chemistry, and Cognitive Neuroscience.

The scientist's work addresses a range of topics, including:

  • Image and Signal Denoising Methods
  • Spectroscopy and Chemometric Analyses
  • Statistical Methods and Bayesian Inference
  • Statistical Methods and Inference
  • Advanced Statistical Methods and Models
  • Statistical Distribution Estimation and Applications
  • Metabolomics and Mass Spectrometry Studies

Among recent publications, their contributions include the papers:

  • "Self-similarity in NMR Spectra: An Application in Assessing the Level of Cysteine" (2021), published in the Journal of Data Science
  • "Early detection of ovarian cancer by wavelet analysis of protein mass spectra" (2023), published in Statistics in Medicine
  • "Bayesian wavelet shrinkage with beta priors" (2020), published in Computational Statistics
  • "Parkinson's Disease Diagnosis With Gait Characteristics Extracted Using Wavelet Transforms" (2023), published in IEEE Journal of Translational Engineering in Health and Medicine
  • "Wavelet-based approach for diagnosing attention deficit hyperactivity disorder (ADHD)" (2022), published in Scientific Reports

Vidakovic has published extensively, with 24 works appearing in the Wiley series in probability and statistics and multiple articles in journals such as the Journal of Data Science, Scientific Reports, and Statistics in Medicine.

They have coauthored numerous papers with several frequent collaborators, including Paul H. Kvam, Seong-joon Kim, Dixon Vimalajeewa, Scott A. Bruce, and Ethan McDonald.

In addition to articles, Vidakovic authored the book Nonparametric Statistics with Applications to Science and Engineering with R, published by Wiley in 2022.

Recognition for their scholarly contributions includes being named a Fellow of the American Statistical Association in 2008.

Best Publications

  • Statistical Modeling by Wavelets

    Unknown

  • Nonlinear wavelet shrinkage with Bayes rules and Bayes factors

    Brani Vidakovic

  • Multiple shrinkage and subset selection in wavelets

    Merlise Clyde;Giovanni Parmigiani;Brani Vidakovic

  • Adaptive wavelet estimator for nonparametric density deconvolution

    Marianna Pensky;Brani Vidakovic

  • Whole-body immunoPET reveals active SIV dynamics in viremic and antiretroviral therapy–treated macaques

    Philip J. Santangelo;Kenneth A. Rogers;Chiara Zurla;Emeline L. Blanchard

  • On time-dependent wavelet denoising

    B. Vidakovic;C.B. Lozoya

  • Statistics for Bioengineering Sciences: With MATLAB and WinBUGS Support

    Brani Vidakovic

  • Potential and Challenges for Mid-Infrared Sensors in Breath Diagnostics

    Seong-Soo Kim;C. Young;B. Vidakovic;S. Gabram-Mendola

  • The partitioning of attached and detached eddy motion in the atmospheric surface layer using Lorentz wavelet filtering

    Gabriel Katul;Brani Vidakovic

  • Estimating the square root of a density via compactly supported wavelets

    Aluisio Pinheiro;Brani Vidakovic

  • Active Turbulence and Scalar Transport near the Forest–Atmosphere Interface

    Gabriel G. Katul;Chris D. Geron;Cheng-I. Hsieh;Brani Vidakovic

  • Wavelet-Based Data Reduction Techniques for Process Fault Detection

    Myong-Kee Jeong;Jye-Chyi Lu;Xiaoming Huo;Brani Vidakovic

  • Bayesian Inference in Wavelet-Based Models

    Müller, Peter, Aug.;Brani Vidakovic

  • BAMS Method: Theory and Simulations

    Brani Vidakovic;Fabrizio Ruggeri

  • Statistical Modeling by Wavelets

    Unknown

  • OPTIMAL TESTING IN A FIXED-EFFECTS FUNCTIONAL ANALYSIS OF VARIANCE MODEL

    Felix Abramovich;Anestis Antoniadis;Theofanis Sapatinas;Brani Vidakovic

  • Wavelet-Based Nonparametric Bayes Methods

    Brani Vidakovic

  • Statistics for Bioengineering Sciences

    Brani Vidakovic

  • Γ-Minimax: A Paradigm for Conservative Robust Bayesians

    Brani Vidakovic

  • Skin temperature perturbations induced by surface layer turbulence above a grass surface

    Gabriel G. Katul;John Schieldge;Cheng-I Hsieh;Brani Vidakovic

  • Identification of Low-Dimensional Energy Containing / Flux Transporting Eddy Motion in the Atmospheric Surface Layer Using Wavelet Thresholding Methods

    Gabriel Katul;Brani Vidakovic

  • On non-equally spaced wavelet regression

    Marianna Pensky;Brani Vidakovic

  • Identification of the Significant Uncertain Parameters in the Seismic Response of Irregular Bridges

    Farahnaz Soleimani;Brani Vidakovic;Reginald DesRoches;Jamie Padgett

  • Image denoising with 2D scale-mixing complex wavelet transforms.

    Norbert Remenyi;Orietta Nicolis;Guy P Nason;Brani Vidakovic

  • Age-related changes in human trabecular bone: Relationship between microstructural stress and strain and damage morphology

    Jessica O. Green;Jessica O. Green;Srinidhi Nagaraja;Srinidhi Nagaraja;Tamim Diab;Brani Vidakovic

  • Wavelet Bayesian Block Shrinkage via Mixtures of Normal-Inverse Gamma Priors

    Daniela De Canditiis;Brani Vidakovic

  • Bayesian Inference with Wavelets: Density Estimation

    Peter Müller;Brani Vidakovic

  • Uncertainty Analysis in Using Markov Chain Model to Predict Roof Life Cycle Performance

    Yan Zhang;Brani Vidakovic;Godfried Augenbroe

  • Multiscale analysis of vegetation surface fluxes : from seconds to years

    Gabriel G Katul;Chun-Ta Lai;Karina Schäfer;Brani Vidakovic

  • Skin Temperature Perturbations Induced by Surface Layer Turbulence

    J. Schieldge;G. Katul;G. Kuhn;C. H. Hsieh

Frequent Co-Authors

Gabriel G. Katul
Gabriel G. Katul Duke University
John D. Albertson
John D. Albertson Cornell University
David B. Burr
David B. Burr Indiana University
Boris Mizaikoff
Boris Mizaikoff University of Ulm
Ram Oren
Ram Oren Duke University
Peter Müller
Peter Müller The University of Texas at Austin
Lena H. Ting
Lena H. Ting Emory University
Dean P. Jones
Dean P. Jones Emory University
Eric Hunter
Eric Hunter Emory University
David S. Ellsworth
David S. Ellsworth Western Sydney University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring Engineering and Technology in the USA opens up a range of flexible online degree and certification options designed to suit different lifestyles and career ambitions. For those interested in city design and infrastructure, an online masters in urban planning can lead to roles that shape sustainable and efficient communities.

Time is often a key consideration when selecting a program. To accelerate your career path, you may want to consider a master degree in 6 months which can help you gain advanced skills quickly without a long-term commitment.

Not everyone needs a full degree to boost their career. There are best certifications for jobs in engineering and technology, allowing you to specialize fast and enter high-paying fields.

Flexible learning also benefits those balancing family with education. There are tailored programs like online degrees for stay at home moms that provide access to quality, accredited education while accommodating busy schedules.

No matter your situation, online degrees and specialized certifications create accessible pathways towards a rewarding and future-focused career in Engineering and Technology.

Best Scientists Citing Brani Vidakovic

Trending Scientists