Combating imbalance in network intrusion datasets. - David A. Cieslak; Nitesh V. Chawla; Aaron Striegel (GrC, 2006)

Troubleshooting Distributed Systems via Data Mining. - David A. Cieslak; Douglas Thain; Nitesh V. Chawla (HPDC, 2006)

Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise Network. - Chad D. Mano; David A. Cieslak (SecureComm, 2006)

Detecting Fractures in Classifier Performance. - David A. Cieslak; Nitesh V. Chawla (ICDM, 2007)

Troubleshooting thousands of jobs on production grids using data mining techniques. - David A. Cieslak; Nitesh V. Chawla; Douglas Thain (GRID, 2008)

Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data. - David A. Cieslak; Nitesh V. Chawla (ICDM, 2008)

Data mining on the grid for the grid. - Nitesh V. Chawla; Douglas Thain; Ryan Lichtenwalter; David A. Cieslak (IPDPS, 2008)

Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. - David A. Cieslak; Nitesh V. Chawla (PAKDD, 2008)

Learning Decision Trees for Unbalanced Data. - David A. Cieslak; Nitesh V. Chawla (ECML/PKDD (1), 2008)

Automatically countering imbalance and its empirical relationship to cost. - Nitesh V. Chawla; David A. Cieslak; Lawrence O. Hall; Ajay Joshi (Data Min. Knowl. Discov., 2008)

Using selective, short-term memory to improve resilience against DDoS exhaustion attacks. - Qi Liao 002; David A. Cieslak; Aaron Striegel; Nitesh V. Chawla (Secur. Commun. Networks, 2008)

RIPPS: Rogue Identifying Packet Payload Slicer Detecting Unauthorized Wireless Hosts Through Network Traffic Conditioning. - Chad D. Mano; Andrew Blaich; Qi Liao 002; Yingxin Jiang; David A. Cieslak; David Salyers; Aaron Striegel (ACM Trans. Inf. Syst. Secur., 2008)

A framework for monitoring classifiers' performance: when and why failure occurs? - David A. Cieslak; Nitesh V. Chawla (Knowl. Inf. Syst., 2009)

A Robust Decision Tree Algorithm for Imbalanced Data Sets. - Wei Liu 007; Sanjay Chawla; David A. Cieslak; Nitesh V. Chawla (SDM, 2010)

Hellinger distance decision trees are robust and skew-insensitive. - David A. Cieslak; T. Ryan Hoens; Nitesh V. Chawla; W. Philip Kegelmeyer (Data Min. Knowl. Discov., 2012)

An Optimized NL2SQL System for Enterprise Data Mart. - Kaiwen Dong; Kai Lu; Xin Xia; David A. Cieslak; Nitesh V. Chawla (ECML/PKDD (5), 2021)