Search Results for author: Robyn L. Miller

Found 2 papers, 1 papers with code

Improving age prediction: Utilizing LSTM-based dynamic forecasting for data augmentation in multivariate time series analysis

no code implementations11 Dec 2023 Yutong Gao, Charles A. Ellis, Vince D. Calhoun, Robyn L. Miller

The high dimensionality and complexity of neuroimaging data necessitate large datasets to develop robust and high-performing deep learning models.

Data Augmentation Time Series +1

Algorithm-Agnostic Explainability for Unsupervised Clustering

1 code implementation17 May 2021 Charles A. Ellis, Mohammad S. E. Sendi, Eloy P. T. Geenjaar, Sergey M. Plis, Robyn L. Miller, Vince D. Calhoun

The methods are (1) easy to implement and (2) broadly applicable across clustering algorithms, which could make them highly impactful.

BIG-bench Machine Learning Clustering +2

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