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11/28/2022
Unraveling heterogeneity of ADNI's time-to-event data using conditional entropy Part-I: Cross-sectional study
Through Alzheimer's Disease Neuroimaging Initiative (ADNI), time-to-even...
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05/11/2021
An Encoding Approach for Stable Change Point Detection
Without imposing prior distributional knowledge underlying multivariate ...
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04/15/2021
Coarse- and fine-scale geometric information content of Multiclass Classification and implied Data-driven Intelligence
Under any Multiclass Classification (MCC) setting defined by a collectio...
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03/08/2021
Discovering Multiple Phases of Dynamics by Dissecting Multivariate Time Series
We proposed a data-driven approach to dissect multivariate time series i...
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01/23/2021
Unraveling S P500 stock volatility and networks – An encoding and decoding approach
We extend the Hierarchical Factor Segmentation(HFS) algorithm for discov...
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11/19/2020
Categorical exploratory data analysis on goodness-of-fit issues
If the aphorism "All models are wrong"- George Box, continues to be true...
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07/29/2020
Extreme-K categorical samples problem
With histograms as its foundation, we develop Categorical Exploratory Da...
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07/28/2020
Color-complexity enabled exhaustive color-dots identification and spatial patterns testing in images
Targeted color-dots with varying shapes and sizes in images are first ex...
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06/25/2020
Categorical Exploratory Data Analysis: From Multiclass Classification and Response Manifold Analytics perspectives of baseball pitching dynamics
From two coupled Multiclass Classification (MCC) and Response Manifold A...
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01/27/2018