Search
Now showing items 1-2 of 2
Efficient Algorithms and Human-in-the-loop Approaches for Attribute Design and Selection
(2022-04-14)
Feature engineering and feature selection are two important aspects of data science pipeline. Due to the advancement of data collection techniques in recent years, huge amount of data is becoming available in different ...
FEATURE SELECTION AND DATA RECONSTRUCTION VIA ROBUST AND FLEXIBLE LEARNING MODELS
(2020-05-16)
Feature selection and data reconstruction are very important topics in machine learning area. In today's big data environment, many data could have high dimensions and come with noise, corruption, etc. Thus, we develop ...