David A. Cieslak - Concepedia

Author

David A. Cieslak

University of Notre Dame

Also Known As

Cieslak, David, David A Cieslak, David A. Cieslak, David Cieslak

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

University of Notre Dame

About

David A. Cieslak is an author at University of Notre Dame specializing in engineering, data mining, and knowledge discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	628
2	Computer Science	4	4	317
3	Business	2	2	276
4	Management	2	2	325
5	Business Analytics	2	2	276

David A. Cieslak

Publications

884

Citations

H-Index

Page 1

	Year	Citations
Automatically countering imbalance and its empirical relationship to cost Nitesh V. Chawla, David A. Cieslak, Lawrence Hall, Data Mining and Knowledge Discovery EconomicsCost IssueClass ImbalanceBiasPredictive Analytics	2008	256
Hellinger distance decision trees are robust and skew-insensitive David A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla, Data Mining and Knowledge Discovery Mathematical ProgrammingEngineeringData MiningUncertainty QuantificationDecision Tree	2011	245
A Robust Decision Tree Algorithm for Imbalanced Data Sets Wei Liu, Sanjay Chawla, David A. Cieslak, Imbalanced Data SetsClassification MethodEngineeringMachine LearningData Science	2010	156
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data David A. Cieslak, Nitesh V. Chawla EngineeringMachine LearningPredict GloballyGlobal ClassifierLarge-scale Datasets	2008	72
A framework for monitoring classifiers’ performance: when and why failure occurs? David A. Cieslak, Nitesh V. Chawla Knowledge and Information Systems ReliabilityData ClassificationClassification MethodEngineeringMachine Learning	2008	69
RIPPS Chad D. Mano, Andrew Blaich, Qi Liao, ACM Transactions on Information and System Security EngineeringWireless SecurityWireless LanSecure RoutingConditions Network Traffic	2008	51
Troubleshooting thousands of jobs on production grids using data mining techniques David A. Cieslak, Nitesh V. Chawla, Douglas Thain Software MaintenanceCluster ComputingEngineeringBusiness IntelligencePattern Discovery	2008	20
Detecting Fractures in Classifier Performance David A. Cieslak, Nitesh V. Chawla Data ClassificationClassification MethodClassifier RankersEngineeringMachine Learning	2007	15

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