Diego Marron

According to our database, Diego Marron authored at least 6 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Improving decision tree and neural network learning for evolving data-streams.

Diego Marrón

PhD thesis, 2019

Resource-aware Elastic Swap Random Forest for Evolving Data Streams.

Diego Marrón, Eduard Ayguadé, José Ramon Herrero, Albert Bifet

CoRR, 2019

2017

Data stream classification using random feature functions and novel method combinations.

Diego Marron, Jesse Read, Albert Bifet, Nacho Navarro

J. Syst. Softw., 2017

Low-latency multi-threaded ensemble learning for dynamic big data streams.

Diego Marron, Eduard Ayguadé, José R. Herrero, Jesse Read, Albert Bifet

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Echo State Hoeffding Tree Learning.

Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguadé, José R. Herrero

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2014

Random Forests of Very Fast Decision Trees on GPU for Mining Evolving Big Data Streams.

Diego Marron, Albert Bifet, Gianmarco De Francisci Morales

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014