David A. Cieslak

According to our database1, David A. Cieslak authored at least 16 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


An Optimized NL2SQL System for Enterprise Data Mart.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Hellinger distance decision trees are robust and skew-insensitive.
Data Min. Knowl. Discov., 2012

A Robust Decision Tree Algorithm for Imbalanced Data Sets.
Proceedings of the SIAM International Conference on Data Mining, 2010

A framework for monitoring classifiers' performance: when and why failure occurs?
Knowl. Inf. Syst., 2009

RIPPS: Rogue Identifying Packet Payload Slicer Detecting Unauthorized Wireless Hosts Through Network Traffic Conditioning.
ACM Trans. Inf. Syst. Secur., 2008

Using selective, short-term memory to improve resilience against DDoS exhaustion attacks.
Secur. Commun. Networks, 2008

Automatically countering imbalance and its empirical relationship to cost.
Data Min. Knowl. Discov., 2008

Learning Decision Trees for Unbalanced Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Data mining on the grid for the grid.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Troubleshooting thousands of jobs on production grids using data mining techniques.
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

Detecting Fractures in Classifier Performance.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise Network.
Proceedings of the Second International Conference on Security and Privacy in Communication Networks and the Workshops, 2006

Troubleshooting Distributed Systems via Data Mining.
Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006

Combating imbalance in network intrusion datasets.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006