David A. Cieslak - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 16 from 16

2021

An Optimized NL2SQL System for Enterprise Data MartKaiwen Dong, Kai Lu, Xin Xia, David A. Cieslak, Nitesh V. Chawla. pkdd 2021: 335-350 [doi]

2012

Hellinger distance decision trees are robust and skew-insensitiveDavid A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla, W. Philip Kegelmeyer. datamine, 24(1):136-158, 2012. [doi]

2010

A Robust Decision Tree Algorithm for Imbalanced Data SetsWei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V. Chawla. sdm 2010: 766-777 [doi]

2009

A framework for monitoring classifiers performance: when and why failure occurs?David A. Cieslak, Nitesh V. Chawla. kais, 18(1):83-108, 2009. [doi]

2008

Data mining on the grid for the gridNitesh V. Chawla, Douglas Thain, Ryan Lichtenwalter, David A. Cieslak. ipps 2008: 1-5 [doi]

Automatically countering imbalance and its empirical relationship to costNitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi. datamine, 17(2):225-252, 2008. [doi]

Troubleshooting thousands of jobs on production grids using data mining techniquesDavid A. Cieslak, Nitesh V. Chawla, Douglas Thain. ccgrid 2008: 217-224 [doi]

Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced DataDavid A. Cieslak, Nitesh V. Chawla. icdm 2008: 143-152 [doi]

Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions DifferDavid A. Cieslak, Nitesh V. Chawla. pakdd 2008: 519-526 [doi]

Learning Decision Trees for Unbalanced DataDavid A. Cieslak, Nitesh V. Chawla. pkdd 2008: 241-256 [doi]

Using selective, short-term memory to improve resilience against DDoS exhaustion attacksQi Liao, David A. Cieslak, Aaron Striegel, Nitesh V. Chawla. scn, 1(4):287-299, 2008. [doi]

RIPPS: Rogue Identifying Packet Payload Slicer Detecting Unauthorized Wireless Hosts Through Network Traffic ConditioningChad D. Mano, Andrew Blaich, Qi Liao, Yingxin Jiang, David A. Cieslak, David Salyers, Aaron Striegel. tissec, 11(2), 2008. [doi]

2007

Detecting Fractures in Classifier PerformanceDavid A. Cieslak, Nitesh V. Chawla. icdm 2007: 123-132 [doi]

2006

Combating imbalance in network intrusion datasetsDavid A. Cieslak, Nitesh V. Chawla, Aaron Striegel. grc 2006: 732-737 [doi]

Troubleshooting Distributed Systems via Data MiningDavid A. Cieslak, Douglas Thain, Nitesh V. Chawla. hpdc 2006: 309-312 [doi]

Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise NetworkChad D. Mano, David A. Cieslak. securecomm 2006: 1-6 [doi]

Sign in or sign up to see more results.

runs on WebDSL