Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Amri Napolitano
@inproceedings{DBLP:conf/flairs/BauderKN18,
author = {Richard A. Bauder and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Keith Brawner and
Vasile Rus},
title = {Fraud Detection with a Limited Number of Known Fraudulent Medicare
Providers},
booktitle = {Proceedings of the Thirty-First International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2018, Melbourne, Florida, {USA.}
May 21-23 2018},
pages = {299--304},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS18/paper/view/17616},
timestamp = {Wed, 26 Oct 2022 08:35:09 +0200},
biburl = {https://dblp.org/rec/conf/flairs/BauderKN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/NajafabadiKNW16,
author = {Maryam M. Najafabadi and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Charles Wheelus},
editor = {Zdravko Markov and
Ingrid Russell},
title = {{RUDY} Attack: Detection at the Network Level and Its Important Features},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {288--293},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12839},
timestamp = {Wed, 26 Oct 2022 08:35:12 +0200},
biburl = {https://dblp.org/rec/conf/flairs/NajafabadiKNW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/PrusaKN16,
author = {Joseph D. Prusa and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Zdravko Markov and
Ingrid Russell},
title = {Necessity of Feature Selection when Augmenting Tweet Sentiment Feature
Spaces with Emoticons},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {614--620},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12843},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/PrusaKN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/FazelpourKDN16,
author = {Alireza Fazelpour and
Taghi M. Khoshgoftaar and
David J. Dittman and
Amri Napolitano},
title = {Investigating the Variation of Ensemble Size on Bagging-Based Classifier
Performance in Imbalanced Bioinformatics Datasets},
booktitle = {17th {IEEE} International Conference on Information Reuse and Integration,
{IRI} 2016, Pittsburgh, PA, USA, July 28-30, 2016},
pages = {377--383},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/IRI.2016.57},
doi = {10.1109/IRI.2016.57},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/FazelpourKDN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/asc/DittmanKN16,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Thouraya Bouabana{-}Tebibel and
Stuart H. Rubin},
title = {Is Data Sampling Required When Using Random Forest for Classification
on Imbalanced Bioinformatics Data?},
booktitle = {Theoretical Information Reuse and Integration},
series = {Advances in Intelligent Systems and Computing},
volume = {446},
pages = {157--171},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31311-5\_7},
doi = {10.1007/978-3-319-31311-5\_7},
timestamp = {Tue, 16 May 2017 14:24:29 +0200},
biburl = {https://dblp.org/rec/series/asc/DittmanKN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/WangKN15,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An Empirical Investigation on Wrapper-Based Feature Selection for
Predicting Software Quality},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {25},
number = {1},
pages = {93--114},
year = {2015},
url = {https://doi.org/10.1142/S0218194015400057},
doi = {10.1142/S0218194015400057},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/WangKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/GaoKN15,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Investigating Two Approaches for Adding Feature Ranking to Sampled
Ensemble Learning for Software Quality Estimation},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {25},
number = {1},
pages = {115--146},
year = {2015},
url = {https://doi.org/10.1142/S0218194015400069},
doi = {10.1142/S0218194015400069},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/GaoKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/GaoKN15a,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Aggregating Data Sampling with Feature Subset Selection to Address
Skewed Software Defect Data},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {25},
number = {9-10},
pages = {1531--1550},
year = {2015},
url = {https://doi.org/10.1142/S0218194015400318},
doi = {10.1142/S0218194015400318},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/GaoKN15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DittmanKN15,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Ingrid Russell and
William Eberle},
title = {Selecting the Appropriate Ensemble Learning Approach for Balanced
Bioinformatics Data},
booktitle = {Proceedings of the Twenty-Eighth International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2015, Hollywood,
Florida, USA, May 18-20, 2015},
pages = {329--334},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10366},
timestamp = {Wed, 26 Oct 2022 08:35:13 +0200},
biburl = {https://dblp.org/rec/conf/flairs/DittmanKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FazelpourKDN15,
author = {Alireza Fazelpour and
Taghi M. Khoshgoftaar and
David J. Dittman and
Amri Napolitano},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Does the Inclusion of Data Sampling Improve the Performance of Boosting
Algorithms on Imbalanced Bioinformatics Data?},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {527--534},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.23},
doi = {10.1109/ICMLA.2015.23},
timestamp = {Thu, 23 Feb 2023 11:36:05 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FazelpourKDN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PrusaKN15,
author = {Joseph D. Prusa and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Utilizing Ensemble, Data Sampling and Feature Selection Techniques
for Improving Classification Performance on Tweet Sentiment Data},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {535--542},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.21},
doi = {10.1109/ICMLA.2015.21},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PrusaKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FazelpourKDN15a,
author = {Alireza Fazelpour and
Taghi M. Khoshgoftaar and
David J. Dittman and
Amri Napolitano},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Investigating New Bootstrapping Approaches of Bagging Classifiers
to Account for Class Imbalance in Bioinformatics Datasets},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {987--994},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.42},
doi = {10.1109/ICMLA.2015.42},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FazelpourKDN15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/PrusaKN15,
author = {Joseph D. Prusa and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Using Feature Selection in Combination with Ensemble Learning Techniques
to Improve Tweet Sentiment Classification Performance},
booktitle = {27th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2015, Vietri sul Mare, Italy, November 9-11, 2015},
pages = {186--193},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICTAI.2015.39},
doi = {10.1109/ICTAI.2015.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/PrusaKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/KhoshgoftaarFDN15,
author = {Taghi M. Khoshgoftaar and
Alireza Fazelpour and
David J. Dittman and
Amri Napolitano},
title = {Ensemble vs. Data Sampling: Which Option Is Best Suited to Improve
Classification Performance of Imbalanced Bioinformatics Data?},
booktitle = {27th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2015, Vietri sul Mare, Italy, November 9-11, 2015},
pages = {705--712},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICTAI.2015.106},
doi = {10.1109/ICTAI.2015.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/KhoshgoftaarFDN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/FazelpourKDN15,
author = {Alireza Fazelpour and
Taghi M. Khoshgoftaar and
David J. Dittman and
Amri Napolitano},
title = {Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics
Data},
booktitle = {2015 {IEEE} International Conference on Information Reuse and Integration,
{IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
pages = {17--24},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IRI.2015.14},
doi = {10.1109/IRI.2015.14},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/FazelpourKDN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/PrusaKDN15,
author = {Joseph D. Prusa and
Taghi M. Khoshgoftaar and
David J. Dittman and
Amri Napolitano},
title = {Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment
Data},
booktitle = {2015 {IEEE} International Conference on Information Reuse and Integration,
{IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
pages = {197--202},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IRI.2015.39},
doi = {10.1109/IRI.2015.39},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/PrusaKDN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KhoshgoftaarFDN15,
author = {Taghi M. Khoshgoftaar and
Alireza Fazelpour and
David J. Dittman and
Amri Napolitano},
title = {Alterations to the Bootstrapping Process within Random Forest: {A}
Case Study on Imbalanced Bioinformatics Data},
booktitle = {2015 {IEEE} International Conference on Information Reuse and Integration,
{IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
pages = {342--348},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IRI.2015.59},
doi = {10.1109/IRI.2015.59},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/KhoshgoftaarFDN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/DittmanKN15,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {The Effect of Data Sampling When Using Random Forest on Imbalanced
Bioinformatics Data},
booktitle = {2015 {IEEE} International Conference on Information Reuse and Integration,
{IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
pages = {457--463},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IRI.2015.76},
doi = {10.1109/IRI.2015.76},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/DittmanKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/WangKN15,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Haiping Xu},
title = {Stability of Three Forms of Feature Selection Methods on Software
Engineering Data},
booktitle = {The 27th International Conference on Software Engineering and Knowledge
Engineering, {SEKE} 2015, Wyndham Pittsburgh University Center, Pittsburgh,
PA, USA, July 6-8, 2015},
pages = {385--390},
publisher = {{KSI} Research Inc. and Knowledge Systems Institute Graduate School},
year = {2015},
url = {https://doi.org/10.18293/SEKE2015-198},
doi = {10.18293/SEKE2015-198},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/WangKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GaoKN15,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Haiping Xu},
title = {Combining Feature Subset Selection and Data Sampling for Coping with
Highly Imbalanced Software Data},
booktitle = {The 27th International Conference on Software Engineering and Knowledge
Engineering, {SEKE} 2015, Wyndham Pittsburgh University Center, Pittsburgh,
PA, USA, July 6-8, 2015},
pages = {439--444},
publisher = {{KSI} Research Inc. and Knowledge Systems Institute Graduate School},
year = {2015},
url = {https://doi.org/10.18293/SEKE2015-182},
doi = {10.18293/SEKE2015-182},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/GaoKN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/GaoKN14,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {The Use of Ensemble-Based Data Preprocessing Techniques for Software
Defect Prediction},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {24},
number = {9},
pages = {1229--1254},
year = {2014},
url = {https://doi.org/10.1142/S0218194014400105},
doi = {10.1142/S0218194014400105},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/GaoKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/KhoshgoftaarGNW14,
author = {Taghi M. Khoshgoftaar and
Kehan Gao and
Amri Napolitano and
Randall Wald},
title = {A comparative study of iterative and non-iterative feature selection
techniques for software defect prediction},
journal = {Inf. Syst. Frontiers},
volume = {16},
number = {5},
pages = {801--822},
year = {2014},
url = {https://doi.org/10.1007/s10796-013-9430-0},
doi = {10.1007/S10796-013-9430-0},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/KhoshgoftaarGNW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/WaldKN14,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Using Correlation-Based Feature Selection for a Diverse Collection
of Bioinformatics Datasets},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Bioengineering,
Boca Raton, FL, USA, November 10-12, 2014},
pages = {156--162},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBE.2014.63},
doi = {10.1109/BIBE.2014.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/WaldKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/DittmanKN14,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Selecting the Appropriate Data Sampling Approach for Imbalanced and
High-Dimensional Bioinformatics Datasets},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Bioengineering,
Boca Raton, FL, USA, November 10-12, 2014},
pages = {304--310},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBE.2014.61},
doi = {10.1109/BIBE.2014.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/DittmanKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/WaldKZN14,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Richard Zuech and
Amri Napolitano},
title = {Network Traffic Prediction Models for Near- and Long-Term Predictions},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Bioengineering,
Boca Raton, FL, USA, November 10-12, 2014},
pages = {362--368},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBE.2014.69},
doi = {10.1109/BIBE.2014.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/WaldKZN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/DittmanKNF14,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Alireza Fazelpour},
title = {Select-Bagging: Effectively Combining Gene Selection and Bagging for
Balanced Bioinformatics Data},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Bioengineering,
Boca Raton, FL, USA, November 10-12, 2014},
pages = {413--419},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBE.2014.66},
doi = {10.1109/BIBE.2014.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/DittmanKNF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/KhoshgoftaarFDN14,
author = {Taghi M. Khoshgoftaar and
Alireza Fazelpour and
David J. Dittman and
Amri Napolitano},
title = {Effects of the Use of Boosting on Classification Performance of Imbalanced
Bioinformatics Datasets},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Bioengineering,
Boca Raton, FL, USA, November 10-12, 2014},
pages = {420--426},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBE.2014.68},
doi = {10.1109/BIBE.2014.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/KhoshgoftaarFDN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DittmanKWN14,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
editor = {William Eberle and
Chutima Boonthum{-}Denecke},
title = {Comparison of Data Sampling Approaches for Imbalanced Bioinformatics
Data},
booktitle = {Proceedings of the Twenty-Seventh International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2014, Pensacola
Beach, Florida, USA, May 21-23, 2014},
publisher = {{AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/paper/view/7850},
timestamp = {Wed, 26 Oct 2022 08:35:14 +0200},
biburl = {https://dblp.org/rec/conf/flairs/DittmanKWN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/WaldKN14,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {William Eberle and
Chutima Boonthum{-}Denecke},
title = {Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics
Data},
booktitle = {Proceedings of the Twenty-Seventh International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2014, Pensacola
Beach, Florida, USA, May 21-23, 2014},
publisher = {{AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/paper/view/7848},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/WaldKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ShanabKWN14,
author = {Ahmad Abu Shanab and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
editor = {James Joshi and
Elisa Bertino and
Bhavani Thuraisingham and
Ling Liu},
title = {How ranker and learner choice affects classification performance on
noisy bioinformatics data},
booktitle = {Proceedings of the 15th {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
2014},
pages = {277--282},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IRI.2014.7051900},
doi = {10.1109/IRI.2014.7051900},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/ShanabKWN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WangKN14,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {James Joshi and
Elisa Bertino and
Bhavani Thuraisingham and
Ling Liu},
title = {Stability of filter- and wrapper-based software metric selection techniques},
booktitle = {Proceedings of the 15th {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
2014},
pages = {309--314},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IRI.2014.7051905},
doi = {10.1109/IRI.2014.7051905},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/WangKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KhoshgoftaarFDN14,
author = {Taghi M. Khoshgoftaar and
Alireza Fazelpour and
David J. Dittman and
Amri Napolitano},
editor = {James Joshi and
Elisa Bertino and
Bhavani Thuraisingham and
Ling Liu},
title = {Classification performance of three approaches for combining data
sampling and gene selection on bioinformatics data},
booktitle = {Proceedings of the 15th {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
2014},
pages = {315--321},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IRI.2014.7051906},
doi = {10.1109/IRI.2014.7051906},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/KhoshgoftaarFDN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KhoshgoftaarGN14,
author = {Taghi M. Khoshgoftaar and
Kehan Gao and
Amri Napolitano},
editor = {James Joshi and
Elisa Bertino and
Bhavani Thuraisingham and
Ling Liu},
title = {Improving software quality estimation by combining feature selection
strategies with sampled ensemble learning},
booktitle = {Proceedings of the 15th {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
2014},
pages = {428--433},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IRI.2014.7051921},
doi = {10.1109/IRI.2014.7051921},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/KhoshgoftaarGN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GaoKN14,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Marek Z. Reformat},
title = {Comparing Two Approaches for Adding Feature Ranking to Sampled Ensemble
Learning for Software Quality Estimation},
booktitle = {The 26th International Conference on Software Engineering and Knowledge
Engineering, Hyatt Regency, Vancouver, BC, Canada, July 1-3, 2013},
pages = {280--285},
publisher = {Knowledge Systems Institute Graduate School},
year = {2014},
timestamp = {Thu, 06 Oct 2022 12:30:17 +0200},
biburl = {https://dblp.org/rec/conf/seke/GaoKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/WangKN14,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Marek Z. Reformat},
title = {Choosing the Best Classification Performance Metric for Wrapper-based
Software Metric Selection for Defect Prediction},
booktitle = {The 26th International Conference on Software Engineering and Knowledge
Engineering, Hyatt Regency, Vancouver, BC, Canada, July 1-3, 2013},
pages = {540--545},
publisher = {Knowledge Systems Institute Graduate School},
year = {2014},
timestamp = {Mon, 19 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/WangKN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DittmanKWN13,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
editor = {Chutima Boonthum{-}Denecke and
G. Michael Youngblood},
title = {Classification Performance of Rank Aggregation Techniques for Ensemble
Gene Selection},
booktitle = {Proceedings of the Twenty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2013, St. Pete Beach, Florida,
USA, May 22-24, 2013},
publisher = {{AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS13/paper/view/5893},
timestamp = {Wed, 26 Oct 2022 08:35:16 +0200},
biburl = {https://dblp.org/rec/conf/flairs/DittmanKWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GaoKN13,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Improving Software Quality Estimation by Combining Boosting and Feature
Selection},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
pages = {27--33},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.13},
doi = {10.1109/ICMLA.2013.13},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GaoKN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangKN13,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An Empirical Study on Wrapper-Based Feature Selection for Software
Engineering Data},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 2},
pages = {84--89},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.110},
doi = {10.1109/ICMLA.2013.110},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WangKN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WaldKDN13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
David J. Dittman and
Amri Napolitano},
title = {Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics
Research},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
pages = {154--160},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.34},
doi = {10.1109/ICMLA.2013.34},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WaldKDN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DittmanKWN13,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Simplifying the Utilization of Machine Learning Techniques for Bioinformatics},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 2},
pages = {396--403},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.155},
doi = {10.1109/ICMLA.2013.155},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DittmanKWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhoshgoftaarDWN13,
author = {Taghi M. Khoshgoftaar and
David J. Dittman and
Randall Wald and
Amri Napolitano},
title = {Contrasting Undersampled Boosting with Internal and External Feature
Selection for Patient Response Datasets},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 2},
pages = {404--410},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.156},
doi = {10.1109/ICMLA.2013.156},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhoshgoftaarDWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WaldKSN13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Ahmad Abu Shanab and
Amri Napolitano},
title = {Comparative Analysis on the Stability of Feature Selection Techniques
Using Three Frameworks on Biological Datasets},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
pages = {418--423},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.85},
doi = {10.1109/ICMLA.2013.85},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WaldKSN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WaldKN13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Comparison of Stability for Different Families of Filter-Based and
Wrapper-Based Feature Selection},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 2},
pages = {457--464},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.162},
doi = {10.1109/ICMLA.2013.162},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WaldKN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WaldKNS13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Chris Sumner},
title = {Which Users Reply to and Interact with Twitter Social Bots?},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {135--144},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.30},
doi = {10.1109/ICTAI.2013.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WaldKNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WaldKN13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Stability of Filter- and Wrapper-Based Feature Subset Selection},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {374--380},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.63},
doi = {10.1109/ICTAI.2013.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WaldKN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WaldKN13a,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {How the Choice of Wrapper Learner and Performance Metric Affects Subset
Evaluation},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {426--432},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.70},
doi = {10.1109/ICTAI.2013.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WaldKN13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WaldKN13b,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Should the Same Learners Be Used Both within Wrapper Feature Selection
and for Building Classification Models?},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {439--445},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.72},
doi = {10.1109/ICTAI.2013.72},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WaldKN13b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/DittmanKWN13,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Maximizing Classification Performance for Patient Response Datasets},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {454--462},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.74},
doi = {10.1109/ICTAI.2013.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/DittmanKWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WaldKNS13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Chris Sumner},
title = {Predicting susceptibility to social bots on Twitter},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {6--13},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642447},
doi = {10.1109/IRI.2013.6642447},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/WaldKNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WaldKN13,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {The importance of performance metrics within wrapper feature selection},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {105--111},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642460},
doi = {10.1109/IRI.2013.6642460},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/WaldKN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/DittmanKWN13,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Comparison of rank-based vs. score-based aggregation for ensemble
gene selection},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {225--231},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642476},
doi = {10.1109/IRI.2013.6642476},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/DittmanKWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KhoshgoftaarWDN13,
author = {Taghi M. Khoshgoftaar and
Randall Wald and
David J. Dittman and
Amri Napolitano},
title = {Feature list aggregation approaches for ensemble gene selection on
patient response datasets},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {317--324},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642488},
doi = {10.1109/IRI.2013.6642488},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/KhoshgoftaarWDN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/DittmanKWN13a,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Gene selection stability's dependence on dataset difficulty},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {341--348},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642491},
doi = {10.1109/IRI.2013.6642491},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/DittmanKWN13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WaldKN13a,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Filter- and wrapper-based feature selection for predicting user interaction
with Twitter bots},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {416--423},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642501},
doi = {10.1109/IRI.2013.6642501},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/WaldKN13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/WangKWN13,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {A Study on First Order Statistics-Based Feature Selection Techniques
on Software Metric Data},
booktitle = {The 25th International Conference on Software Engineering and Knowledge
Engineering, Boston, MA, USA, June 27-29, 2013},
pages = {467--472},
publisher = {Knowledge Systems Institute Graduate School},
year = {2013},
timestamp = {Thu, 12 Mar 2020 11:30:49 +0100},
biburl = {https://dblp.org/rec/conf/seke/WangKWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GaoKN13,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Exploring Ensemble-Based Data Preprocessing Techniques for Software
Quality Estimation},
booktitle = {The 25th International Conference on Software Engineering and Knowledge
Engineering, Boston, MA, USA, June 27-29, 2013},
pages = {612--617},
publisher = {Knowledge Systems Institute Graduate School},
year = {2013},
timestamp = {Mon, 05 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/GaoKN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/AltidorKN12,
author = {Wilker Altidor and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Measuring stability of feature ranking techniques: a noise-based approach},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {7},
number = {1/2},
pages = {80--115},
year = {2012},
url = {https://doi.org/10.1504/IJBIDM.2012.048729},
doi = {10.1504/IJBIDM.2012.048729},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/AltidorKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangKN12,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Software measurement data reduction using ensemble techniques},
journal = {Neurocomputing},
volume = {92},
pages = {124--132},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.08.040},
doi = {10.1016/J.NEUCOM.2011.08.040},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/KhoshgoftaarGN12,
author = {Taghi M. Khoshgoftaar and
Kehan Gao and
Amri Napolitano},
title = {An Empirical Study of Feature Ranking Techniques for Software Quality
Prediction},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {22},
number = {2},
pages = {161--183},
year = {2012},
url = {https://doi.org/10.1142/S0218194012400013},
doi = {10.1142/S0218194012400013},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/KhoshgoftaarGN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netmahib/HulseKNW12,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Randall Wald},
title = {Threshold-based feature selection techniques for high-dimensional
bioinformatics data},
journal = {Netw. Model. Anal. Health Informatics Bioinform.},
volume = {1},
number = {1-2},
pages = {47--61},
year = {2012},
url = {https://doi.org/10.1007/s13721-012-0006-6},
doi = {10.1007/S13721-012-0006-6},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/netmahib/HulseKNW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/DittmanKWN12,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Similarity analysis of feature ranking techniques on imbalanced {DNA}
microarray datasets},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392708},
doi = {10.1109/BIBM.2012.6392708},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/DittmanKWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DittmanKWN12,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Determining the Number of Iterations Appropriate for Ensemble Gene
Selection on Microarray Data},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {82--89},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.23},
doi = {10.1109/ICMLA.2012.23},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DittmanKWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DittmanKWN12a,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Comparing Two New Gene Selection Ensemble Approaches with the Commonly-Used
Approach},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {184--191},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.175},
doi = {10.1109/ICMLA.2012.175},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DittmanKWN12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DuhaneyKN12,
author = {Janell Duhaney and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Studying the Effect of Class Imbalance in Ocean Turbine Fault Data
on Reliable State Detection},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {268--275},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.53},
doi = {10.1109/ICMLA.2012.53},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DuhaneyKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GaoKN12,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {A Hybrid Approach to Coping with High Dimensionality and Class Imbalance
for Software Defect Prediction},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {281--288},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.145},
doi = {10.1109/ICMLA.2012.145},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GaoKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangKWN12,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {A Comparative Study on the Stability of Software Metric Selection
Techniques},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {301--307},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.142},
doi = {10.1109/ICMLA.2012.142},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WangKWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangKN12,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An Empirical Study on the Stability of Feature Selection for Imbalanced
Software Engineering Data},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {317--323},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.60},
doi = {10.1109/ICMLA.2012.60},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WangKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WaldKNS12,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Chris Sumner},
title = {Using Twitter Content to Predict Psychopathy},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {394--401},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.228},
doi = {10.1109/ICMLA.2012.228},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WaldKNS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HulseKN12,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {A Novel Noise-Resistant Boosting Algorithm for Class-Skewed Data},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {551--557},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.153},
doi = {10.1109/ICMLA.2012.153},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HulseKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WangKWN12,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
editor = {Chengcui Zhang and
James Joshi and
Elisa Bertino and
Bhavani Thuraisingham},
title = {A novel dataset-similarity-aware approach for evaluating stability
of software metric selection techniques},
booktitle = {{IEEE} 13th International Conference on Information Reuse {\&}
Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IRI.2012.6302983},
doi = {10.1109/IRI.2012.6302983},
timestamp = {Wed, 29 Jun 2022 15:37:42 +0200},
biburl = {https://dblp.org/rec/conf/iri/WangKWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KhoshgoftaarGN12,
author = {Taghi M. Khoshgoftaar and
Kehan Gao and
Amri Napolitano},
editor = {Chengcui Zhang and
James Joshi and
Elisa Bertino and
Bhavani Thuraisingham},
title = {Exploring an iterative feature selection technique for highly imbalanced
data sets},
booktitle = {{IEEE} 13th International Conference on Information Reuse {\&}
Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {101--108},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IRI.2012.6302997},
doi = {10.1109/IRI.2012.6302997},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/KhoshgoftaarGN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AwadaKDWN12,
author = {Wael Awada and
Taghi M. Khoshgoftaar and
David J. Dittman and
Randall Wald and
Amri Napolitano},
editor = {Chengcui Zhang and
James Joshi and
Elisa Bertino and
Bhavani Thuraisingham},
title = {A review of the stability of feature selection techniques for bioinformatics
data},
booktitle = {{IEEE} 13th International Conference on Information Reuse {\&}
Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {356--363},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IRI.2012.6303031},
doi = {10.1109/IRI.2012.6303031},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/AwadaKDWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WaldKDAN12,
author = {Randall Wald and
Taghi M. Khoshgoftaar and
David J. Dittman and
Wael Awada and
Amri Napolitano},
editor = {Chengcui Zhang and
James Joshi and
Elisa Bertino and
Bhavani Thuraisingham},
title = {An extensive comparison of feature ranking aggregation techniques
in bioinformatics},
booktitle = {{IEEE} 13th International Conference on Information Reuse {\&}
Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {377--384},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IRI.2012.6303034},
doi = {10.1109/IRI.2012.6303034},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/WaldKDAN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ShanabKWN12,
author = {Ahmad Abu Shanab and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
editor = {Chengcui Zhang and
James Joshi and
Elisa Bertino and
Bhavani Thuraisingham},
title = {Impact of noise and data sampling on stability of feature ranking
techniques for biological datasets},
booktitle = {{IEEE} 13th International Conference on Information Reuse {\&}
Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {415--422},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IRI.2012.6303039},
doi = {10.1109/IRI.2012.6303039},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/ShanabKWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GaoKN12,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Stability of Filter-Based Feature Selection Methods for Imbalanced
Software Measurement Data},
booktitle = {Proceedings of the 24th International Conference on Software Engineering
{\&} Knowledge Engineering (SEKE'2012), Hotel Sofitel, Redwood
City, San Francisco Bay, {USA} July 1-3, 2012},
pages = {74--79},
publisher = {Knowledge Systems Institute Graduate School},
year = {2012},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/seke/GaoKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/WangKWN12,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {An Empirical Study of Software Metric Selection Techniques for Defect
Prediction},
booktitle = {Proceedings of the 24th International Conference on Software Engineering
{\&} Knowledge Engineering (SEKE'2012), Hotel Sofitel, Redwood
City, San Francisco Bay, {USA} July 1-3, 2012},
pages = {94--99},
publisher = {Knowledge Systems Institute Graduate School},
year = {2012},
timestamp = {Mon, 20 Aug 2012 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/seke/WangKWN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HulseKN11,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An exploration of learning when data is noisy and imbalanced},
journal = {Intell. Data Anal.},
volume = {15},
number = {2},
pages = {215--236},
year = {2011},
url = {https://doi.org/10.3233/IDA-2010-0464},
doi = {10.3233/IDA-2010-0464},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HulseKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/HulseKN11,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Evaluating the Impact of Data Quality on Sampling},
journal = {J. Inf. Knowl. Manag.},
volume = {10},
number = {3},
pages = {225--245},
year = {2011},
url = {https://doi.org/10.1142/S021964921100295X},
doi = {10.1142/S021964921100295X},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jikm/HulseKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KhoshgoftaarHN11,
author = {Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {Comparing Boosting and Bagging Techniques With Noisy and Imbalanced
Data},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {41},
number = {3},
pages = {552--568},
year = {2011},
url = {https://doi.org/10.1109/TSMCA.2010.2084081},
doi = {10.1109/TSMCA.2010.2084081},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/KhoshgoftaarHN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/DittmanKWN11,
author = {David J. Dittman and
Taghi M. Khoshgoftaar and
Randall Wald and
Amri Napolitano},
title = {Random forest: {A} reliable tool for patient response prediction},
booktitle = {2011 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2011, Atlanta, GA, USA, November 12-15, 2011},
pages = {289--296},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBMW.2011.6112389},
doi = {10.1109/BIBMW.2011.6112389},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/DittmanKWN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/GaoKN11,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Impact of Data Sampling on Stability of Feature Selection for Software
Measurement Data},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {1004--1011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.172},
doi = {10.1109/ICTAI.2011.172},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/GaoKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AltidorKN11,
author = {Wilker Altidor and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {A noise-based stability evaluation of threshold-based feature selection
techniques},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
{USA}},
pages = {240--245},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2011},
url = {https://doi.org/10.1109/IRI.2011.6009553},
doi = {10.1109/IRI.2011.6009553},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iri/AltidorKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/HulseKN11,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {A comparative evaluation of feature ranking methods for high dimensional
bioinformatics data},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
{USA}},
pages = {315--320},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2011},
url = {https://doi.org/10.1109/IRI.2011.6009566},
doi = {10.1109/IRI.2011.6009566},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/HulseKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SuGKN11,
author = {Xiaoyuan Su and
Russell Greiner and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Using Classifier-Based Nominal Imputation to Improve Machine Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6634},
pages = {124--135},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20841-6\_11},
doi = {10.1007/978-3-642-20841-6\_11},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SuGKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/KhoshgoftaarGN11,
author = {Taghi M. Khoshgoftaar and
Kehan Gao and
Amri Napolitano},
title = {A Comparative Study of Different Strategies for Predicting Software
Quality},
booktitle = {Proceedings of the 23rd International Conference on Software Engineering
{\&} Knowledge Engineering (SEKE'2011), Eden Roc Renaissance,
Miami Beach, USA, July 7-9, 2011},
pages = {65--70},
publisher = {Knowledge Systems Institute Graduate School},
year = {2011},
timestamp = {Thu, 12 Mar 2020 11:30:49 +0100},
biburl = {https://dblp.org/rec/conf/seke/KhoshgoftaarGN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/WangKN11,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An Empirical Study of Software Metrics Selection Using Support Vector
Machine},
booktitle = {Proceedings of the 23rd International Conference on Software Engineering
{\&} Knowledge Engineering (SEKE'2011), Eden Roc Renaissance,
Miami Beach, USA, July 7-9, 2011},
pages = {83--88},
publisher = {Knowledge Systems Institute Graduate School},
year = {2011},
timestamp = {Fri, 09 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/WangKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/HulseKN10,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An Empirical Evaluation of Repetitive Undersampling Techniques},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {20},
number = {2},
pages = {173--195},
year = {2010},
url = {https://doi.org/10.1142/S0218194010004682},
doi = {10.1142/S0218194010004682},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/HulseKN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KhoshgoftaarHN10,
author = {Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {Supervised neural network modeling: an empirical investigation into
learning from imbalanced data with labeling errors},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {5},
pages = {813--830},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2042730},
doi = {10.1109/TNN.2010.2042730},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KhoshgoftaarHN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/SeiffertKHN10,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {RUSBoost: {A} Hybrid Approach to Alleviating Class Imbalance},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {40},
number = {1},
pages = {185--197},
year = {2010},
url = {https://doi.org/10.1109/TSMCA.2009.2029559},
doi = {10.1109/TSMCA.2009.2029559},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/SeiffertKHN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionetics/KhoshgoftaarGN10,
author = {Taghi M. Khoshgoftaar and
Kehan Gao and
Amri Napolitano},
editor = {Junichi Suzuki and
Tadashi Nakano},
title = {An Empirical Study of Predictive Modeling Techniques of Software Quality},
booktitle = {Bio-Inspired Models of Network, Information, and Computing Systems
- 5th International {ICST} Conference, {BIONETICS} 2010, Boston, MA,
USA, December 1-3, 2010, Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {87},
pages = {288--302},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-32615-8\_29},
doi = {10.1007/978-3-642-32615-8\_29},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionetics/KhoshgoftaarGN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HulseKN10,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {A Novel Noise Filtering Algorithm for Imbalanced Data},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {9--14},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.9},
doi = {10.1109/ICMLA.2010.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/HulseKN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangKN10,
author = {Huanjing Wang and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {A Comparative Study of Ensemble Feature Selection Techniques for Software
Defect Prediction},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {135--140},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.27},
doi = {10.1109/ICMLA.2010.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/WangKN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/HulseKN10,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Evaluating the impact of data quality on sampling},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
{USA}},
pages = {31--36},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2010},
url = {https://doi.org/10.1109/IRI.2010.5558968},
doi = {10.1109/IRI.2010.5558968},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/HulseKN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/NapolitanoCD09,
author = {Amri Napolitano},
title = {Classification techniques for noisy and imbalanced data},
school = {Florida Atlantic University, Boca Raton, {USA}},
year = {2009},
url = {http://purl.flvc.org/FAU/369201},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ndltd/NapolitanoCD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/FollecoKHN09,
author = {Andres Folleco and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {Identifying Learners Robust to Low Quality Data},
journal = {Informatica (Slovenia)},
volume = {33},
number = {3},
pages = {245--259},
year = {2009},
url = {http://www.informatica.si/index.php/informatica/article/view/244},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/FollecoKHN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HulseKNW09,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano and
Randall Wald},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Feature Selection with High-Dimensional Imbalanced Data},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {507--514},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.35},
doi = {10.1109/ICDMW.2009.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HulseKNW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AltidorKN09,
author = {Wilker Altidor and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Wrapper-Based Feature Ranking for Software Engineering Metrics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {241--246},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.17},
doi = {10.1109/ICMLA.2009.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/AltidorKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/GaoKN09,
author = {Kehan Gao and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Exploring Software Quality Classification with a Wrapper-Based Feature
Ranking Technique},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {67--74},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.24},
doi = {10.1109/ICTAI.2009.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/GaoKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/HulseKN09,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {An Empirical Comparison of Repetitive Undersampling Techniques},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2009, 10-12 August 2009, Las Vegas, Nevada,
{USA}},
pages = {29--34},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2009},
url = {https://doi.org/10.1109/IRI.2009.5211614},
doi = {10.1109/IRI.2009.5211614},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/HulseKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/SeiffertKHN08,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
editor = {David Wilson and
H. Chad Lane},
title = {Building Useful Models from Imbalanced Data with Sampling and Boosting},
booktitle = {Proceedings of the Twenty-First International Florida Artificial Intelligence
Research Society Conference, May 15-17, 2008, Coconut Grove, Florida,
{USA}},
pages = {306--311},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/FLAIRS/2008/flairs08-074.php},
timestamp = {Wed, 26 Oct 2022 08:35:23 +0200},
biburl = {https://dblp.org/rec/conf/flairs/SeiffertKHN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SeiffertKHN08,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {A Comparative Study of Data Sampling and Cost Sensitive Learning},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {46--52},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.119},
doi = {10.1109/ICDMW.2008.119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SeiffertKHN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FollecoKN08,
author = {Andres Folleco and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {Comparison of Four Performance Metrics for Evaluating Sampling Techniques
for Low Quality Class-Imbalanced Data},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {153--158},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.11},
doi = {10.1109/ICMLA.2008.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FollecoKN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SeiffertKHN08,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {RUSBoost: Improving classification performance when training data
is skewed},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761297},
doi = {10.1109/ICPR.2008.4761297},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SeiffertKHN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SeiffertKHN08,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {Resampling or Reweighting: {A} Comparison of Boosting Implementations},
booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1},
pages = {445--451},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICTAI.2008.59},
doi = {10.1109/ICTAI.2008.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SeiffertKHN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SeiffertKHN08a,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {Improving Learner Performance with Data Sampling and Boosting},
booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1},
pages = {452--459},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICTAI.2008.58},
doi = {10.1109/ICTAI.2008.58},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SeiffertKHN08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HulseKN07,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Skewed Class Distributions and Mislabeled Examples},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {477--482},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.34},
doi = {10.1109/ICDMW.2007.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HulseKN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HulseKN07,
author = {Jason Van Hulse and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Zoubin Ghahramani},
title = {Experimental perspectives on learning from imbalanced data},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {935--942},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273614},
doi = {10.1145/1273496.1273614},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HulseKN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhoshgoftaarSHNF07,
author = {Taghi M. Khoshgoftaar and
Chris Seiffert and
Jason Van Hulse and
Amri Napolitano and
Andres Folleco},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Tao Li and
Ying Liu and
Lukasz A. Kurgan and
Jieping Ye and
Mitsunori Ogihara and
Seref Sagiroglu and
Xue{-}wen Chen and
Leif E. Peterson and
Khalid Hafeez},
title = {Learning with limited minority class data},
booktitle = {The Sixth International Conference on Machine Learning and Applications,
{ICMLA} 2007, Cincinnati, Ohio, USA, 13-15 December 2007},
pages = {348--353},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICMLA.2007.76},
doi = {10.1109/ICMLA.2007.76},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/KhoshgoftaarSHNF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SeiffertKHN07,
author = {Chris Seiffert and
Taghi M. Khoshgoftaar and
Jason Van Hulse and
Amri Napolitano},
title = {Mining Data with Rare Events: {A} Case Study},
booktitle = {19th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2007), October 29-31, 2007, Patras, Greece, Volume 2},
pages = {132--139},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICTAI.2007.71},
doi = {10.1109/ICTAI.2007.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SeiffertKHN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/CosmaiCMN82,
author = {G. Cosmai and
Umberto Cugini and
Piero Mussio and
Amri Napolitano},
editor = {James S. Crabbe and
Charles E. Radke and
Hillel Ofek},
title = {An interactive drafting system based on two dimensional primitives},
booktitle = {Proceedings of the 19th Design Automation Conference, {DAC} '82, Las
Vegas, Nevada, USA, June 14-16, 1982},
pages = {521--529},
publisher = {{ACM/IEEE}},
year = {1982},
url = {https://doi.org/10.1145/800263.809254},
doi = {10.1145/800263.809254},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/CosmaiCMN82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 02:24 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
