Eva García Martín

According to our database, Eva García Martín authored at least 13 papers between 2015 and 2022.

Collaborative distances:

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

2022

Green Accelerated Hoeffding Tree.

Eva García-Martín, Albert Bifet, Niklas Lavesson, Rikard König, Henrik Linusson

CoRR, 2022

2021

Energy-aware very fast decision tree.

Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva

Int. J. Data Sci. Anal., 2021

Energy modeling of Hoeffding tree ensembles.

Eva García-Martín, Albert Bifet, Niklas Lavesson

Intell. Data Anal., 2021

2020

Energy Efficiency in Machine Learning: Approaches to Sustainable Data Stream Mining.

Eva García Martín

PhD thesis, 2020

2019

Estimation of energy consumption in machine learning.

Eva García-Martín, Crefeda Faviola Rodrigues, Graham D. Riley, Håkan Grahn

J. Parallel Distributed Comput., 2019

Handling Non-linear Relations in Support Vector Machines through Hyperplane Folding.

Lars Lundberg, Håkan Lennerstad, Veselka Boeva, Eva García-Martín

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

2018

How to Measure Energy Consumption in Machine Learning Algorithms.

Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva

Proceedings of the ECML PKDD 2018 Workshops, 2018

Hoeffding Trees with Nmin Adaptation.

Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017

Is it ethical to avoid error analysis?

Eva García Martín, Niklas Lavesson

CoRR, 2017

Energy Efficiency in Machine Learning: A position paper.

Eva García Martín, Niklas Lavesson, Håkan Grahn, Veselka Boeva

Proceedings of the 30th Annual Workshop of the Swedish Artificial Intelligence Society, 2017

Identification of Energy Hotspots: A Case Study of the Very Fast Decision Tree.

Eva García Martín, Niklas Lavesson, Håkan Grahn

Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

2016

Hashtags and followers - An experimental study of the online social network Twitter.

Eva García Martín, Niklas Lavesson, Mina Doroud

Soc. Netw. Anal. Min., 2016

2015

Energy Efficiency in Data Stream Mining.

Eva García Martín, Niklas Lavesson, Håkan Grahn

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015