Search Results for author: Yan Pei

Found 5 papers, 2 papers with code

GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes

no code implementations28 Apr 2024 Zhaoning Shi, Meng Xiang, Zhaoyang Hai, Xiabi Liu, Yan Pei

We design a directed multipartite graph encapsulating the solution space, called RGGR, where each node corresponds to a gene in the solution and the edge represents the relationship between adjacent nodes.

Dimensionality Reduction feature selection +1

WaveSleepNet: An Interpretable Network for Expert-like Sleep Staging

no code implementations11 Apr 2024 Yan Pei, Wei Luo

The feature representation of an input signal is segmented into patches within the latent space, each of which is compared against the learned wave prototypes.

Decision Making Sleep Staging

Sonic: A Sampling-based Online Controller for Streaming Applications

no code implementations15 Aug 2021 Yan Pei, Keshav Pingali

It is challenging to find knob settings that optimize the run-time performance of such applications because the optimal knob settings are usually functions of inputs, computing platforms, time as well as user's requirements, which can be very diverse.

Bayesian Optimization

An Elementary Introduction to Kalman Filtering

2 code implementations9 Oct 2017 Yan Pei, Swarnendu Biswas, Donald S. Fussell, Keshav Pingali

Kalman filtering is a classic state estimation technique used widely in engineering applications such as statistical signal processing and control of vehicles.

Systems and Control

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