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Pearl: Parallel Evolutionary and Reinforcement Learning Library


Jan 24, 2022
Rohan Tangri , Danilo P. Mandic , Anthony G. Constantinides


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HOTTBOX: Higher Order Tensor ToolBOX


Nov 30, 2021
Ilya Kisil , Giuseppe G. Calvi , Bruno S. Dees , Danilo P. Mandic


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Variational Embedding Multiscale Sample Entropy:complexity-based analysis for multichannel systems


Sep 20, 2021
Hongjian Xiao , Danilo P. Mandic


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An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data


Sep 14, 2021
Harry J. Davies , Ghena Hammour , Danilo P. Mandic


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Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification


Jun 07, 2021
Alvaro Arroyo , Bruno Scalzo , Ljubisa Stankovic , Danilo P. Mandic

* 5 pages, 3 Figures, 2 Tables 

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Graph Theory for Metro Traffic Modelling


May 11, 2021
Bruno Scalzo Dees , Yao Lei Xu , Anthony G. Constantinides , Danilo P. Mandic

* International Joint Conference on Neural Networks (IJCNN) 2021. arXiv admin note: text overlap with arXiv:1912.05964, arXiv:2001.00426 

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Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting


May 11, 2021
Yao Lei Xu , Giuseppe G. Calvi , Danilo P. Mandic

* International Joint Conference on Neural Networks (IJCNN) 2021 

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Tensor Networks for Multi-Modal Non-Euclidean Data


Mar 27, 2021
Yao Lei Xu , Kriton Konstantinidis , Danilo P. Mandic

* arXiv admin note: substantial text overlap with arXiv:2010.13209 

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Nonstationary Portfolios: Diversification in the Spectral Domain


Jan 31, 2021
Bruno Scalzo , Alvaro Arroyo , Ljubisa Stankovic , Danilo P. Mandic

* 5 pages, 3 figures, 1 table. arXiv admin note: text overlap with arXiv:2007.13855 

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In-Ear SpO2 for Classification of Cognitive Workload


Jan 03, 2021
Harry J. Davies , Ian Williams , Ghena Hammour , Metin Yarici , Barry M. Seemungal , Danilo P. Mandic

* 8 pages, 9 figures 

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