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ORCIDBibTeX records: David A. Cieslak
@inproceedings{DBLP:conf/pkdd/DongLXCC21,
author = {Kaiwen Dong and
Kai Lu and
Xin Xia and
David A. Cieslak and
Nitesh V. Chawla},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {An Optimized {NL2SQL} System for Enterprise Data Mart},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {335--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_21},
doi = {10.1007/978-3-030-86517-7\_21},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongLXCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CieslakHCK12,
author = {David A. Cieslak and
T. Ryan Hoens and
Nitesh V. Chawla and
W. Philip Kegelmeyer},
title = {Hellinger distance decision trees are robust and skew-insensitive},
journal = {Data Min. Knowl. Discov.},
volume = {24},
number = {1},
pages = {136--158},
year = {2012},
url = {https://doi.org/10.1007/s10618-011-0222-1},
doi = {10.1007/S10618-011-0222-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CieslakHCK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuCCC10,
author = {Wei Liu and
Sanjay Chawla and
David A. Cieslak and
Nitesh V. Chawla},
title = {A Robust Decision Tree Algorithm for Imbalanced Data Sets},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {766--777},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.67},
doi = {10.1137/1.9781611972801.67},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuCCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CieslakC09,
author = {David A. Cieslak and
Nitesh V. Chawla},
title = {A framework for monitoring classifiers' performance: when and why
failure occurs?},
journal = {Knowl. Inf. Syst.},
volume = {18},
number = {1},
pages = {83--108},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0139-1},
doi = {10.1007/S10115-008-0139-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/CieslakC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChawlaCHJ08,
author = {Nitesh V. Chawla and
David A. Cieslak and
Lawrence O. Hall and
Ajay Joshi},
title = {Automatically countering imbalance and its empirical relationship
to cost},
journal = {Data Min. Knowl. Discov.},
volume = {17},
number = {2},
pages = {225--252},
year = {2008},
url = {https://doi.org/10.1007/s10618-008-0087-0},
doi = {10.1007/S10618-008-0087-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChawlaCHJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/LiaoCSC08,
author = {Qi Liao and
David A. Cieslak and
Aaron Striegel and
Nitesh V. Chawla},
title = {Using selective, short-term memory to improve resilience against DDoS
exhaustion attacks},
journal = {Secur. Commun. Networks},
volume = {1},
number = {4},
pages = {287--299},
year = {2008},
url = {https://doi.org/10.1002/sec.22},
doi = {10.1002/SEC.22},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/LiaoCSC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tissec/ManoBLJCSS08,
author = {Chad D. Mano and
Andrew Blaich and
Qi Liao and
Yingxin Jiang and
David A. Cieslak and
David Salyers and
Aaron Striegel},
title = {{RIPPS:} Rogue Identifying Packet Payload Slicer Detecting Unauthorized
Wireless Hosts Through Network Traffic Conditioning},
journal = {{ACM} Trans. Inf. Syst. Secur.},
volume = {11},
number = {2},
pages = {2:1--2:23},
year = {2008},
url = {https://doi.org/10.1145/1330332.1330334},
doi = {10.1145/1330332.1330334},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tissec/ManoBLJCSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grid/CieslakCT08,
author = {David A. Cieslak and
Nitesh V. Chawla and
Douglas Thain},
title = {Troubleshooting thousands of jobs on production grids using data mining
techniques},
booktitle = {9th {IEEE/ACM} International Conference on Grid Computing (Grid 2008),
Tsukuba, Japan, September 29 - October 1, 2008},
pages = {217--224},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/GRID.2008.4662802},
doi = {10.1109/GRID.2008.4662802},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grid/CieslakCT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CieslakC08,
author = {David A. Cieslak and
Nitesh V. Chawla},
title = {Start Globally, Optimize Locally, Predict Globally: Improving Performance
on Imbalanced Data},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {143--152},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.87},
doi = {10.1109/ICDM.2008.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CieslakC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ChawlaTLC08,
author = {Nitesh V. Chawla and
Douglas Thain and
Ryan Lichtenwalter and
David A. Cieslak},
title = {Data mining on the grid for the grid},
booktitle = {22nd {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2008, Miami, Florida USA, April 14-18, 2008},
pages = {1--5},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IPDPS.2008.4536427},
doi = {10.1109/IPDPS.2008.4536427},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/ChawlaTLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CieslakC08,
author = {David A. Cieslak and
Nitesh V. Chawla},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Analyzing PETs on Imbalanced Datasets When Training and Testing Class
Distributions Differ},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {519--526},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_46},
doi = {10.1007/978-3-540-68125-0\_46},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/CieslakC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CieslakC08,
author = {David A. Cieslak and
Nitesh V. Chawla},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Learning Decision Trees for Unbalanced Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {241--256},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_34},
doi = {10.1007/978-3-540-87479-9\_34},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CieslakC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CieslakC07,
author = {David A. Cieslak and
Nitesh V. Chawla},
title = {Detecting Fractures in Classifier Performance},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {123--132},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.106},
doi = {10.1109/ICDM.2007.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CieslakC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/CieslakCS06,
author = {David A. Cieslak and
Nitesh V. Chawla and
Aaron Striegel},
title = {Combating imbalance in network intrusion datasets},
booktitle = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
Atlanta, Georgia, USA, May 10-12, 2006},
pages = {732--737},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/GRC.2006.1635905},
doi = {10.1109/GRC.2006.1635905},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/grc/CieslakCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/CieslakTC06,
author = {David A. Cieslak and
Douglas Thain and
Nitesh V. Chawla},
title = {Troubleshooting Distributed Systems via Data Mining},
booktitle = {Proceedings of the 15th {IEEE} International Symposium on High Performance
Distributed Computing, HPDC-15, Paris, France, June 19-23, 2006},
pages = {309--312},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/HPDC.2006.1652163},
doi = {10.1109/HPDC.2006.1652163},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpdc/CieslakTC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/ManoC06,
author = {Chad D. Mano and
David A. Cieslak},
title = {Passive Wireless Host Detection Using Local {RTT} Timing Characteristics
on an Enterprise Network},
booktitle = {Second International Conference on Security and Privacy in Communication
Networks and the Workshops, SecureComm 2006, Baltimore, MD, USA, August
2, 2006 - September 1, 2006},
pages = {1--6},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/SECCOMW.2006.359581},
doi = {10.1109/SECCOMW.2006.359581},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/securecomm/ManoC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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