5 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 3 cited
Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data
Diego García-Gil, Salvador García, Ning Xiong +1
Differences in data size per class, also known as imbalanced data distribution, have become a common problem affecting data quality. Big Data scenarios pose a new challenge to trad…
cs.LG2019★ 2 cited
Finding the most similar textual documents using Case-Based Reasoning
Marko Mihajlovic, Ning Xiong
In recent years, huge amounts of unstructured textual data on the Internet are a big difficulty for AI algorithms to provide the best recommendations for users and their search que…
cs.LG2018★ 5 cited
BELIEF: A distance-based redundancy-proof feature selection method for Big Data
Sergio Ramírez-Gallego, Salvador García, Ning Xiong +1
With the advent of Big Data era, data reduction methods are highly demanded given its ability to simplify huge data, and ease complex learning processes. Concretely, algorithms tha…