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Alexander Tashevski

The University of Sydney

University of Sydney

Sydney, 2006

Australia

SCHOLARLY PAPERS

2

DOWNLOADS

242

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Towards Improved Specificity in Mental Health Syndromes: Projection-Based Clustering of Depressive Phenotypes

Number of pages: 25 Posted: 13 Sep 2024
The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney and The University of Sydney
Downloads 151 (497,070)

Abstract:

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Clustering, Subtypes, Variance, Depression, MDD, Power Law, Phenotype, LCA, HiTOP, Target, High, Dimensional

2.
Downloads 91 (765,566)

Abstract:

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BOCPD, Bayesian, Online Changepoint Detection, Clustering, Subsequence Clustering, Time Series Clustering, Machine Learning, Gaussian, Online Algorithms, Online Clustering, Distributional Shifts, Probabilistic Modeling, Latent Regimes, Gaussian Mixture Models, Clustering Enhanced BOCPD, BOCPD-CE, Slope-Aware Extensions, Probabilistic Outlier Mitigation, Agglomerative Clustering, High-dimensional, Multivariate, Non-stationary Dynamics, Medical Time Series, MBSTC