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Kelum Gajamannage

Efficient Noise Filtration of Images by Low-Rank Singular Vector Approximations of Geodesics' Gramian Matrix

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Sep 27, 2022
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Fraud Detection Using Optimized Machine Learning Tools Under Imbalance Classes

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Sep 04, 2022
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Real-time Forecasting of Time Series in Financial Markets Using Sequentially Trained Many-to-one LSTMs

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May 10, 2022
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Geodesic Gramian Denoising Applied to the Images Contaminated With Noise Sampled From Diverse Probability Distributions

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Mar 04, 2022
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Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling

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Feb 14, 2022
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Reconstruction of Fragmented Trajectories of Collective Motion using Hadamard Deep Autoencoders

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Oct 20, 2021
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A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics' Gramian Matrix

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Oct 14, 2020
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Bounded Manifold Completion

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Dec 19, 2019
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A Nonlinear Dimensionality Reduction Framework Using Smooth Geodesics

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Jul 13, 2018
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Detecting phase transitions in collective behavior using manifold's curvature

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Sep 15, 2016
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