David A. Cieslak

16 papers A* 2A 3B 1C 1Misc 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2021 — conf
An Optimized NL2SQL System for Enterprise Data Mart.
ECML/PKDD (5)
Kaiwen Dong, Kai Lu, Xin Xia, David A. Cieslak, Nitesh V. Chawla
2012 J jnl
Hellinger distance decision trees are robust and skew-insensitive.
Data Min. Knowl. Discov.
David A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla, W. Philip Kegelmeyer
2010 A conf
A Robust Decision Tree Algorithm for Imbalanced Data Sets.
SDM
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V. Chawla
2009 J jnl
A framework for monitoring classifiers' performance: when and why failure occurs?
Knowl. Inf. Syst.
David A. Cieslak, Nitesh V. Chawla
2008 B conf
Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ.
PAKDD
David A. Cieslak, Nitesh V. Chawla
2008 J jnl
Automatically countering imbalance and its empirical relationship to cost.
Data Min. Knowl. Discov.
Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi
2008 A conf
Data mining on the grid for the grid.
IPDPS
Nitesh V. Chawla, Douglas Thain, Ryan Lichtenwalter, David A. Cieslak
2008 — conf
Learning Decision Trees for Unbalanced Data.
ECML/PKDD (1)
David A. Cieslak, Nitesh V. Chawla
2008 J jnl
RIPPS: Rogue Identifying Packet Payload Slicer Detecting Unauthorized Wireless Hosts Through Network Traffic Conditioning.
ACM Trans. Inf. Syst. Secur.
Chad D. Mano, Andrew Blaich, Qi Liao, Yingxin Jiang, David A. Cieslak, David Salyers, Aaron Striegel
2008 A* conf
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data.
ICDM
David A. Cieslak, Nitesh V. Chawla
2008 — conf
Troubleshooting thousands of jobs on production grids using data mining techniques.
GRID
David A. Cieslak, Nitesh V. Chawla, Douglas Thain
2008 J jnl
Using selective, short-term memory to improve resilience against DDoS exhaustion attacks.
Secur. Commun. Networks
Qi Liao, David A. Cieslak, Aaron Striegel, Nitesh V. Chawla
2007 A* conf
Detecting Fractures in Classifier Performance.
ICDM
David A. Cieslak, Nitesh V. Chawla
2006 Misc conf
Combating imbalance in network intrusion datasets.
GrC
David A. Cieslak, Nitesh V. Chawla, Aaron Striegel
2006 C conf
Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise Network.
SecureComm
Chad D. Mano, David A. Cieslak
2006 A conf
Troubleshooting Distributed Systems via Data Mining.
HPDC
David A. Cieslak, Douglas Thain, Nitesh V. Chawla