Concepedia

David A. Cieslak

DA

Statistics

Publications

8

Citations

897

H-Index

8

Active since

2007

Affiliations

University of Notre Dame(Current)

David A. Cieslak is an author at University of Notre Dame specializing in computing, computer science, and machine learning.

Publications per year

2007–2011

8

Publications

8

Automatically countering imbalance and its empirical relationship to cost

Nitesh V. Chawla, David A. Cieslak, Lawrence Hall et al. · Data Mining and Knowledge Discovery · 2008 · 257 citations

, , +6

Hellinger distance decision trees are robust and skew-insensitive

David A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla et al. · Data Mining and Knowledge Discovery · 2011 · 252 citations

, , +8

A Robust Decision Tree Algorithm for Imbalanced Data Sets

Wei Liu, Sanjay Chawla, David A. Cieslak et al. · 2010 · 158 citations

, , +17

Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data

David A. Cieslak, Nitesh V. Chawla · 2008 · 73 citations

, , +12

A framework for monitoring classifiers’ performance: when and why failure occurs?

David A. Cieslak, Nitesh V. Chawla · Knowledge and Information Systems · 2008 · 71 citations

, , +12

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