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ORCIDDavid A. Cieslak
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Journal Articles
- 2012
[j5]David A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla
, W. Philip Kegelmeyer:
Hellinger distance decision trees are robust and skew-insensitive. Data Min. Knowl. Discov. 24(1): 136-158 (2012)- 2009
- [j4]David A. Cieslak, Nitesh V. Chawla:
A framework for monitoring classifiers' performance: when and why failure occurs? Knowl. Inf. Syst. 18(1): 83-108 (2009) - 2008
- [j3]Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi:
Automatically countering imbalance and its empirical relationship to cost. Data Min. Knowl. Discov. 17(2): 225-252 (2008) - [j2]Qi Liao, David A. Cieslak, Aaron Striegel, Nitesh V. Chawla:
Using selective, short-term memory to improve resilience against DDoS exhaustion attacks. Secur. Commun. Networks 1(4): 287-299 (2008) - [j1]Chad D. Mano, Andrew Blaich, Qi Liao, Yingxin Jiang, David A. Cieslak, David Salyers, Aaron Striegel:
RIPPS: Rogue Identifying Packet Payload Slicer Detecting Unauthorized Wireless Hosts Through Network Traffic Conditioning. ACM Trans. Inf. Syst. Secur. 11(2): 2:1-2:23 (2008)
Conference and Workshop Papers
- 2021
- [c11]Kaiwen Dong, Kai Lu, Xin Xia, David A. Cieslak, Nitesh V. Chawla:
An Optimized NL2SQL System for Enterprise Data Mart. ECML/PKDD (5) 2021: 335-350 - 2010
- [c10]Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V. Chawla:
A Robust Decision Tree Algorithm for Imbalanced Data Sets. SDM 2010: 766-777 - 2008
- [c9]David A. Cieslak, Nitesh V. Chawla, Douglas Thain:
Troubleshooting thousands of jobs on production grids using data mining techniques. GRID 2008: 217-224 - [c8]David A. Cieslak, Nitesh V. Chawla:
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data. ICDM 2008: 143-152 - [c7]Nitesh V. Chawla, Douglas Thain, Ryan Lichtenwalter, David A. Cieslak:
Data mining on the grid for the grid. IPDPS 2008: 1-5 - [c6]David A. Cieslak, Nitesh V. Chawla:
Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. PAKDD 2008: 519-526 - [c5]David A. Cieslak, Nitesh V. Chawla:
Learning Decision Trees for Unbalanced Data. ECML/PKDD (1) 2008: 241-256 - 2007
- [c4]David A. Cieslak, Nitesh V. Chawla:
Detecting Fractures in Classifier Performance. ICDM 2007: 123-132 - 2006
- [c3]David A. Cieslak, Nitesh V. Chawla, Aaron Striegel:
Combating imbalance in network intrusion datasets. GrC 2006: 732-737 - [c2]David A. Cieslak, Douglas Thain, Nitesh V. Chawla:
Troubleshooting Distributed Systems via Data Mining. HPDC 2006: 309-312 - [c1]Chad D. Mano, David A. Cieslak:
Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise Network. SecureComm 2006: 1-6
Coauthor Index
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