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David A. Cieslak

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2009
11EEDavid 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
10EEDavid A. Cieslak, Nitesh V. Chawla: Learning Decision Trees for Unbalanced Data. ECML/PKDD (1) 2008: 241-256
9EEDavid A. Cieslak, Nitesh V. Chawla, Douglas Thain: Troubleshooting thousands of jobs on production grids using data mining techniques. GRID 2008: 217-224
8EEDavid A. Cieslak, Nitesh V. Chawla: Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data. ICDM 2008: 143-152
7EENitesh V. Chawla, Douglas Thain, Ryan Lichtenwalter, David A. Cieslak: Data mining on the grid for the grid. IPDPS 2008: 1-5
6EEDavid A. Cieslak, Nitesh V. Chawla: Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. PAKDD 2008: 519-526
5EEChad 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): (2008)
4EENitesh 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)
3EEQi Liao, David A. Cieslak, Aaron Striegel, Nitesh V. Chawla: Using selective, short-term memory to improve resilience against DDoS exhaustion attacks. Security and Communication Networks 1(4): 287-299 (2008)
2007
2EEDavid A. Cieslak, Nitesh V. Chawla: Detecting Fractures in Classifier Performance. ICDM 2007: 123-132
2006
1EEDavid A. Cieslak, Douglas Thain, Nitesh V. Chawla: Troubleshooting Distributed Systems via Data Mining. HPDC 2006: 309-312

Coauthor Index

1Andrew Blaich [5]
2Nitesh V. Chawla [1] [2] [3] [4] [6] [7] [8] [9] [10] [11]
3Lawrence O. Hall [4]
4Yingxin Jiang [5]
5Ajay Joshi [4]
6Qi Liao [3] [5]
7Ryan Lichtenwalter [7]
8Chad D. Mano [5]
9David Salyers [5]
10Aaron Striegel [3] [5]
11Douglas Thain [1] [7] [9]

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)