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Zimeng Lyu

Neuroevolution Neural Architecture Search for Evolving RNNs in Stock Return Prediction and Portfolio Trading

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Oct 22, 2024
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Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification

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Feb 17, 2024
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Minimally Supervised Learning using Topological Projections in Self-Organizing Maps

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Jan 12, 2024
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Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting

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Feb 20, 2023
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ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series Forecasting

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Feb 27, 2022
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Continuous Ant-Based Neural Topology Search

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Nov 21, 2020
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An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution

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Sep 26, 2020
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Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation

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Jun 04, 2020
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Improving Neuroevolution Using Island Extinction and Repopulation

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May 15, 2020
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