Data smells in public datasets

Author:

Shome Arumoy1,Cruz Luís1,van Deursen Arie1

Affiliation:

1. Delft University of Technology, Netherlands

Publisher

ACM

Reference54 articles.

1. 2018. Mortgage algorithms perpetuate racial bias in lending study finds. https://news.berkeley.edu/story_jump/mortgage-algorithms-perpetuate-racial-bias-in-lending-study-finds/ Accessed on [2022-01-11 Tue]. 2018. Mortgage algorithms perpetuate racial bias in lending study finds. https://news.berkeley.edu/story_jump/mortgage-algorithms-perpetuate-racial-bias-in-lending-study-finds/ Accessed on [2022-01-11 Tue].

2. An Insider Data Leakage Detection Using One-Hot Encoding;Al-Shehari Taher;Synthetic Minority Oversampling and Machine Learning Techniques. Entropy,2021

3. Proper imputation techniques for missing values in data sets

4. Software Engineering for Machine Learning: A Case Study

5. Software Engineering Challenges of Deep Learning

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