Barbara Pes

Ensemble feature selection for high-dimensional data: a stability analysis across multiple domains

Barbara Pes · Neural Computing and Applications · 2019 · 218 citations · Full text

Exploiting the ensemble paradigm for stable feature selection: A case study on high-dimensional genomic data

Barbara Pes, Nicoletta Dessì, Marta Angioni · Information Fusion · 2016 · 117 citations · Full text

Engineering, Machine Learning, Feature Selection +17

Similarity of feature selection methods: An empirical study across data intensive classification tasks

Nicoletta Dessì, Barbara Pes · Expert Systems with Applications · 2015 · 85 citations · Full text

Classification Method, Engineering, Information Retrieval +13

Extending the SOA paradigm to e-Science environments

Andrea Bosin, Nicoletta Dessì, Barbara Pes · Future Generation Computer Systems · 2010 · 46 citations · Full text

Soa Governance, Soa Paradigm, Design +5

Learning from High-Dimensional and Class-Imbalanced Datasets Using Random Forests

Barbara Pes · Information · 2021 · 44 citations · Full text

Engineering, Machine Learning, Feature Selection +16