K-means tree: an optimal clustering tree for unsupervised learning
Tavallali, Pooya, Tavallali, Peyman, Singhal, Mukesh
Published in The Journal of supercomputing (01.05.2021)
Published in The Journal of supercomputing (01.05.2021)
Get full text
Journal Article
Correction: K-means tree: an optimal clustering tree for unsupervised learning
Tavallali, Pooya, Tavallali, Peyman, Singhal, Mukesh
Published in The Journal of supercomputing (2024)
Published in The Journal of supercomputing (2024)
Get full text
Journal Article
Accuracy of a Novel Handheld Wireless Platform for Detection of Cardiac Dysfunction in Anthracycline-Exposed Survivors of Childhood Cancer
Armenian, Saro H, Rinderknecht, Derek, Au, Kaylene, Lindenfeld, Lanie, Mills, George, Siyahian, Aida, Herrera, Claudia, Wilson, Karla, Venkataraman, Kalyanasundaram, Mascarenhas, Kristen, Tavallali, Peyman, Razavi, Marianne, Pahlevan, Niema, Detterich, Jon, Bhatia, Smita, Gharib, Morteza
Published in Clinical cancer research (01.07.2018)
Published in Clinical cancer research (01.07.2018)
Get full text
Journal Article
On the convergence and accuracy of the cardiovascular intrinsic frequency method
Tavallali, Peyman, Hou, Thomas Y., Rinderknecht, Derek G., Pahlevan, Niema M.
Published in Royal Society open science (01.12.2015)
Published in Royal Society open science (01.12.2015)
Get full text
Journal Article
One-shot learning of stochastic differential equations with data adapted kernels
Darcy, Matthieu, Hamzi, Boumediene, Livieri, Giulia, Owhadi, Houman, Tavallali, Peyman
Published in Physica. D (01.02.2023)
Published in Physica. D (01.02.2023)
Get full text
Journal Article
Artificial Intelligence Estimation of Carotid-Femoral Pulse Wave Velocity using Carotid Waveform
Tavallali, Peyman, Razavi, Marianne, Pahlevan, Niema M.
Published in Scientific reports (17.01.2018)
Published in Scientific reports (17.01.2018)
Get full text
Journal Article
Applying Satellite Observations of Tropical Cyclone Internal Structures to Rapid Intensification Forecast With Machine Learning
Su, Hui, Wu, Longtao, Jiang, Jonathan H., Pai, Raksha, Liu, Alex, Zhai, Albert J., Tavallali, Peyman, DeMaria, Mark
Published in Geophysical research letters (16.09.2020)
Published in Geophysical research letters (16.09.2020)
Get full text
Journal Article
Uncertainty quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball
Bajgiran, Hamed Hamze, Batlle, Pau, Owhadi, Houman, Samir, Mostafa, Scovel, Clint, Shirdel, Mahdy, Stanley, Michael, Tavallali, Peyman
Published in Journal of computational physics (15.12.2022)
Published in Journal of computational physics (15.12.2022)
Get full text
Journal Article
Convergence of a data-driven time–frequency analysis method
Hou, Thomas Y., Shi, Zuoqiang, Tavallali, Peyman
Published in Applied and computational harmonic analysis (01.09.2014)
Published in Applied and computational harmonic analysis (01.09.2014)
Get full text
Journal Article
An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability
Tavallali, Pooya, Tavallali, Peyman, Khosravi, Mohammad R., Singhal, Mukesh
Published in Multimedia tools and applications (01.12.2022)
Published in Multimedia tools and applications (01.12.2022)
Get full text
Journal Article
Noninvasive iPhone Measurement of Left Ventricular Ejection Fraction Using Intrinsic Frequency Methodology
Pahlevan, Niema M, Rinderknecht, Derek G, Tavallali, Peyman, Razavi, Marianne, Tran, Thao T, Fong, Michael W, Kloner, Robert A, Csete, Marie, Gharib, Morteza
Published in Critical care medicine (01.07.2017)
Published in Critical care medicine (01.07.2017)
Get more information
Journal Article
A Reinforcement Learning Framework for Space Missions in Unknown Environments
Tavallali, Peyman, Karumanchi, Sisir, Bowkett, Joseph, Reid, William, Kennedy, Brett
Published in 2020 IEEE Aerospace Conference (01.03.2020)
Published in 2020 IEEE Aerospace Conference (01.03.2020)
Get full text
Conference Proceeding
Extraction of Intrawave Signals Using the Sparse Time-Frequency Representation Method
Tavallali, Peyman, Hou, Thomas Y., Shi, Zuoqiang
Published in Multiscale modeling & simulation (01.01.2014)
Published in Multiscale modeling & simulation (01.01.2014)
Get full text
Journal Article
Intrinsic frequency for a systems approach to haemodynamic waveform analysis with clinical applications
Pahlevan, Niema M., Tavallali, Peyman, Rinderknecht, Derek G., Petrasek, Danny, Matthews, Ray V., Hou, Thomas Y., Gharib, Morteza
Published in Journal of the Royal Society interface (06.09.2014)
Published in Journal of the Royal Society interface (06.09.2014)
Get full text
Journal Article
The authors reply
Pahlevan, Niema M, Rinderknecht, Derek G, Tavallali, Peyman, Razavi, Marianne, Tran, Thao T, Fong, Michael W, Kloner, Robert A, Csete, Marie, Gharib, Morteza
Published in Critical care medicine (01.11.2017)
Get more information
Published in Critical care medicine (01.11.2017)
Journal Article