David A. Cieslak

	2012
15		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)
	2010
14		Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V. Chawla: A Robust Decision Tree Algorithm for Imbalanced Data Sets. SDM 2010: 766-777
	2009
13		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
12		David A. Cieslak, Nitesh V. Chawla: Learning Decision Trees for Unbalanced Data. ECML/PKDD (1) 2008: 241-256
11		David A. Cieslak, Nitesh V. Chawla, Douglas Thain: Troubleshooting thousands of jobs on production grids using data mining techniques. GRID 2008: 217-224
10		David A. Cieslak, Nitesh V. Chawla: Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data. ICDM 2008: 143-152
9		Nitesh V. Chawla, Douglas Thain, Ryan Lichtenwalter, David A. Cieslak: Data mining on the grid for the grid. IPDPS 2008: 1-5
8		David A. Cieslak, Nitesh V. Chawla: Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. PAKDD 2008: 519-526
7		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): (2008)
6		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)
5		Qi 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
4		David A. Cieslak, Nitesh V. Chawla: Detecting Fractures in Classifier Performance. ICDM 2007: 123-132
	2006
3		David A. Cieslak, Nitesh V. Chawla, Aaron Striegel: Combating imbalance in network intrusion datasets. GrC 2006: 732-737
2		David A. Cieslak, Douglas Thain, Nitesh V. Chawla: Troubleshooting Distributed Systems via Data Mining. HPDC 2006: 309-312
1		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

1	Andrew Blaich	[7]
2	Nitesh V. Chawla	[2] [3] [4] [5] [6] [8] [9] [10] [11] [12] [13] [14] [15]
3	Sanjay Chawla	[14]
4	Lawrence O. Hall	[6]
5	T. Ryan Hoens	[15]
6	Yingxin Jiang	[7]
7	Ajay Joshi	[6]
8	W. Philip Kegelmeyer	[15]
9	Qi Liao	[5] [7]
10	Ryan Lichtenwalter	[9]
11	Wei Liu	[14]
12	Chad D. Mano	[1] [7]
13	David Salyers	[7]
14	Aaron Striegel	[3] [5] [7]
15	Douglas Thain	[2] [9] [11]

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