Daniel Berrar

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Learning From Noisy Data

Confusion Matrices

Unsupervised Learning

Top Venues

Expert Syst. Appl.

Briefings Bioinform.

J. Mach. Learn. Res.

Publications

Daniel Berrar
Using p-values for the comparison of classifiers: pitfalls and alternatives. Data Min. Knowl. Discov. 36 (3) (2022)
Daniel Berrar, Werner Dubitzky
Deep learning in bioinformatics and biomedicine. Briefings Bioinform. 22 (2) (2021)
Chayut Wiwatcharakoses, Daniel Berrar
A self-organizing incremental neural network for continual supervised learning. Expert Syst. Appl. 185 (2021)
Chayut Wiwatcharakoses, Daniel Berrar
SOINN+, a Self-Organizing Incremental Neural Network for Unsupervised Learning from Noisy Data Streams. Expert Syst. Appl. 143 (2020)
Daniel Berrar, Werner Dubitzky
Should significance testing be abandoned in machine learning? Int. J. Data Sci. Anal. 7 (4) (2019)
Chayut Wiwatcharakoses, Daniel Berrar
Self-Organizing Incremental Neural Networks for Continual Learning. IJCAI (2019)
Werner Dubitzky, Philippe Lopes, Jesse Davis, Daniel Berrar
The Open International Soccer Database for machine learning. Mach. Learn. 108 (1) (2019)
Daniel Berrar, Philippe Lopes, Jesse Davis, Werner Dubitzky
Guest editorial: special issue on machine learning for soccer. Mach. Learn. 108 (1) (2019)
Daniel Berrar, Philippe Lopes, Werner Dubitzky
Incorporating domain knowledge in machine learning for soccer outcome prediction. Mach. Learn. 108 (1) (2019)
Daniel Berrar
Confidence curves: an alternative to null hypothesis significance testing for the comparison of classifiers. Mach. Learn. 106 (6) (2017)
Daniel Berrar
On the Noise Resilience of Ranking Measures. ICONIP (2) (2016)
Daniel Berrar
Learning from automatically labeled data: case study on click fraud prediction. Knowl. Inf. Syst. 46 (2) (2016)
Richard Jayadi Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu, Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh Nhut Nguyen, Kasun S. Perera, Bijay Neupane, Mustafa Amir Faisal, Zeyar Aung, Wei Lee Woon, Wei Chen, Dhaval Patel, Daniel Berrar
Detecting click fraud in online advertising: a data mining approach. J. Mach. Learn. Res. 15 (1) (2014)