Angel Cataron

Proceedings of the 28th International Conference Information Visualisation, 2024

2023

Information Plane Analysis Visualization in Deep Learning via Transfer Entropy.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference Information Visualisation, 2023

2022

Blockchain-Based Recommendation and Advertisement System for the TV Ecosystem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2022

2021

Learning in Convolutional Neural Networks Accelerated by Transfer Entropy.

[BibT_eX]

[DOI]

Entropy, 2021

2020

Learning in Feedforward Neural Networks Accelerated by Transfer Entropy.

[BibT_eX]

[DOI]

Entropy, 2020

2018

Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series.

[BibT_eX]

[DOI]

Entropy, 2018

2017

Asymptotically Unbiased Estimation of A Nonsymmetric Dependence Measure Applied to Sensor Data Analytics and Financial Time Series.

[BibT_eX]

[DOI]

Int. J. Comput. Commun. Control, 2017

Transfer Information Energy: A Quantitative Causality Indicator Between Time Series.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016

Mortality rate modeling of joint lives and survivor insurance contracts tested by a novel unilateral dependence measure.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

Financial data analysis using the informational energy unilateral dependency measure.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

kNN estimation of the unilateral dependency measure between random variables.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

Asymptotically Unbiased Estimator of the Informational Energy with kNN.

[BibT_eX]

[DOI]

Int. J. Comput. Commun. Control, 2013

2010

Energy Supervised Relevance Neural Gas for Feature Ranking.

[BibT_eX]

[DOI]

Neural Process. Lett., 2010

2009

A Novel Fuzzy ARTMAP Architecture with Adaptive FeatureWeights based on Onicescu's Informational Energy.

[BibT_eX]

[DOI]

Lucian Mircea Sasu

Int. J. Comput. Commun. Control, 2009

2005

Informational Energy Kernel for LVQ.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

An informational energy LVQ approach for feature ranking.

[BibT_eX]

[DOI]