Search Results for author: Annie G. Bryant

Found 2 papers, 1 papers with code

Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification

no code implementations31 Mar 2023 Trent Henderson, Annie G. Bryant, Ben D. Fulcher

The variety of complex algorithmic approaches for tackling time-series classification problems has grown considerably over the past decades, including the development of sophisticated but challenging-to-interpret deep-learning-based methods.

Classification Time Series +1

Unifying Pairwise Interactions in Complex Dynamics

1 code implementation28 Jan 2022 Oliver M. Cliff, Annie G. Bryant, Joseph T. Lizier, Naotsugu Tsuchiya, Ben D. Fulcher

Scientists have developed hundreds of techniques to measure the interactions between pairs of processes in complex systems.

Causal Inference Time Series +1

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