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06/30/2021
Multilayer Networks for Text Analysis with Multiple Data Types
We are interested in the widespread problem of clustering documents and ...
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06/16/2020
Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes
We present the Additive Poisson Process (APP), a novel framework that ca...
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03/05/2020
Non-stationary neural network for stock return prediction
We consider the problem of neural network training in a time-varying con...
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11/04/2019
Novel semi-metrics for multivariate change point analysis and anomaly detection
This paper proposes a new method for determining similarity and anomalie...
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09/25/2019
Hierarchical Probabilistic Model for Blind Source Separation via Legendre Transformation
We present a novel blind source separation (BSS) method, called informat...
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12/10/2018