BibTeX records: Alireza Fazelpour

download as .bib file

@phdthesis{DBLP:phd/ndltd/Fazelpour16,
  author       = {Alireza Fazelpour},
  title        = {Ensemble Learning Algorithms for the Analysis of Bioinformatics Data},
  school       = {Florida Atlantic University, Boca Raton, FL, {USA}},
  year         = {2016},
  url          = {http://purl.flvc.org/fau/fd/FA00004588},
  timestamp    = {Wed, 27 Sep 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ndltd/Fazelpour16.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}
}

@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/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/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/HerediaKFD15,
  author       = {Brian Heredia and
                  Taghi M. Khoshgoftaar and
                  Alireza Fazelpour and
                  David J. Dittman},
  title        = {Building an Effective Classification Model for Breast Cancer Patient
                  Response Data},
  booktitle    = {2015 {IEEE} International Conference on Information Reuse and Integration,
                  {IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
  pages        = {229--235},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/IRI.2015.46},
  doi          = {10.1109/IRI.2015.46},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/HerediaKFD15.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/FazelpourKDS15,
  author       = {Alireza Fazelpour and
                  Taghi M. Khoshgoftaar and
                  David J. Dittman and
                  Ahmad Abu Shanab},
  title        = {Observing the Effect of the Choice of Classifier on Bioinformatics
                  Data with Varying Levels of Data Quality and Class Balance},
  booktitle    = {2015 {IEEE} International Conference on Information Reuse and Integration,
                  {IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
  pages        = {372--379},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/IRI.2015.63},
  doi          = {10.1109/IRI.2015.63},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/FazelpourKDS15.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/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/WaldKFD13,
  author       = {Randall Wald and
                  Taghi M. Khoshgoftaar and
                  Alireza Fazelpour and
                  David J. Dittman},
  title        = {Hidden dependencies between class imbalance and difficulty of learning
                  for bioinformatics datasets},
  booktitle    = {{IEEE} 14th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
  pages        = {232--238},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/IRI.2013.6642477},
  doi          = {10.1109/IRI.2013.6642477},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/WaldKFD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iri/WaldKF13,
  author       = {Randall Wald and
                  Taghi M. Khoshgoftaar and
                  Alireza Fazelpour},
  title        = {The use of balance-aware subsampling for bioinformatics datasets},
  booktitle    = {{IEEE} 14th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
  pages        = {325--332},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/IRI.2013.6642489},
  doi          = {10.1109/IRI.2013.6642489},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/WaldKF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iri/KhoshgoftaarFWW13,
  author       = {Taghi M. Khoshgoftaar and
                  Alireza Fazelpour and
                  Huanjing Wang and
                  Randall Wald},
  title        = {A survey of stability analysis of feature subset selection techniques},
  booktitle    = {{IEEE} 14th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
  pages        = {424--431},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/IRI.2013.6642502},
  doi          = {10.1109/IRI.2013.6642502},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/KhoshgoftaarFWW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icmla/KhoshgoftaarDWF12,
  author       = {Taghi M. Khoshgoftaar and
                  David J. Dittman and
                  Randall Wald and
                  Alireza Fazelpour},
  title        = {First Order Statistics Based Feature Selection: {A} Diverse and Powerful
                  Family of Feature Seleciton Techniques},
  booktitle    = {11th International Conference on Machine Learning and Applications,
                  ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
  pages        = {151--157},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICMLA.2012.192},
  doi          = {10.1109/ICMLA.2012.192},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/KhoshgoftaarDWF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics

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.