David A. Cieslak

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 1

Top Topics

Relational Dbms

Kullback Leibler

Natural Language Questions

Top Venues

Data Min. Knowl. Discov.

Publications

Kaiwen Dong, Kai Lu, Xin Xia, David A. Cieslak, Nitesh V. Chawla
An Optimized NL2SQL System for Enterprise Data Mart. ECML/PKDD (5) (2021)
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) (2012)
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V. Chawla
A Robust Decision Tree Algorithm for Imbalanced Data Sets. SDM (2010)
David A. Cieslak, Nitesh V. Chawla
A framework for monitoring classifiers' performance: when and why failure occurs? Knowl. Inf. Syst. 18 (1) (2009)
David A. Cieslak, Nitesh V. Chawla
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data. ICDM (2008)
David A. Cieslak, Nitesh V. Chawla, Douglas Thain
Troubleshooting thousands of jobs on production grids using data mining techniques. GRID (2008)
David A. Cieslak, Nitesh V. Chawla
Learning Decision Trees for Unbalanced Data. ECML/PKDD (1) (2008)
David A. Cieslak, Nitesh V. Chawla
Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. PAKDD (2008)
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)
Nitesh V. Chawla, Douglas Thain, Ryan Lichtenwalter, David A. Cieslak
Data mining on the grid for the grid. IPDPS (2008)
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) (2008)
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) (2008)
David A. Cieslak, Nitesh V. Chawla
Detecting Fractures in Classifier Performance. ICDM (2007)
David A. Cieslak, Nitesh V. Chawla, Aaron Striegel
Combating imbalance in network intrusion datasets. GrC (2006)
Chad D. Mano, David A. Cieslak
Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise Network. SecureComm (2006)
David A. Cieslak, Douglas Thain, Nitesh V. Chawla
Troubleshooting Distributed Systems via Data Mining. HPDC (2006)