BibTeX records: Rayid Ghani

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@inproceedings{DBLP:conf/aaai/AmarasingheRJCB24,
  author       = {Kasun Amarasinghe and
                  Kit T. Rodolfa and
                  S{\'{e}}rgio M. Jesus and
                  Valerie Chen and
                  Vladimir Balayan and
                  Pedro Saleiro and
                  Pedro Bizarro and
                  Ameet Talwalkar and
                  Rayid Ghani},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {On the Importance of Application-Grounded Experimental Design for
                  Evaluating Explainable {ML} Methods},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {20921--20929},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i19.30082},
  doi          = {10.1609/AAAI.V38I19.30082},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/AmarasingheRJCB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VajiacFBSALRG24,
  author       = {Catalina Vajiac and
                  Arun Frey and
                  Joachim Baumann and
                  Abigail Smith and
                  Kasun Amarasinghe and
                  Alice Lai and
                  Kit T. Rodolfa and
                  Rayid Ghani},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Preventing Eviction-Caused Homelessness through ML-Informed Distribution
                  of Rental Assistance},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {22393--22400},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i20.30246},
  doi          = {10.1609/AAAI.V38I20.30246},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/VajiacFBSALRG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/SilvaSSG23,
  author       = {In{\^{e}}s Oliveira e Silva and
                  Carlos Soares and
                  In{\^{e}}s Sousa and
                  Rayid Ghani},
  editor       = {Tongliang Liu and
                  Geoffrey I. Webb and
                  Lin Yue and
                  Dadong Wang},
  title        = {Systematic Analysis of the Impact of Label Noise Correction on {ML}
                  Fairness},
  booktitle    = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
                  Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
                  QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14472},
  pages        = {173--184},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-8391-9\_14},
  doi          = {10.1007/978-981-99-8391-9\_14},
  timestamp    = {Mon, 22 Jan 2024 20:02:05 +0100},
  biburl       = {https://dblp.org/rec/conf/ausai/SilvaSSG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eaamo/BlackNGRHH23,
  author       = {Emily Black and
                  Rakshit Naidu and
                  Rayid Ghani and
                  Kit T. Rodolfa and
                  Daniel E. Ho and
                  Hoda Heidari},
  title        = {Toward Operationalizing Pipeline-aware {ML} Fairness: {A} Research
                  Agenda for Developing Practical Guidelines and Tools},
  booktitle    = {Proceedings of the 3rd {ACM} Conference on Equity and Access in Algorithms,
                  Mechanisms, and Optimization, {EAAMO} 2023, Boston, MA, USA, 30 October
                  2023 - 1 November 2023},
  pages        = {36:1--36:11},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3617694.3623259},
  doi          = {10.1145/3617694.3623259},
  timestamp    = {Thu, 09 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eaamo/BlackNGRHH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhaniRSJ23,
  author       = {Rayid Ghani and
                  Kit T. Rodolfa and
                  Pedro Saleiro and
                  S{\'{e}}rgio M. Jesus},
  editor       = {Ambuj K. Singh and
                  Yizhou Sun and
                  Leman Akoglu and
                  Dimitrios Gunopulos and
                  Xifeng Yan and
                  Ravi Kumar and
                  Fatma Ozcan and
                  Jieping Ye},
  title        = {Addressing Bias and Fairness in Machine Learning: {A} Practical Guide
                  and Hands-on Tutorial},
  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
  pages        = {5779--5780},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3580305.3599180},
  doi          = {10.1145/3580305.3599180},
  timestamp    = {Mon, 25 Sep 2023 08:29:22 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GhaniRSJ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15994,
  author       = {In{\^{e}}s Oliveira e Silva and
                  Carlos Soares and
                  In{\^{e}}s Sousa and
                  Rayid Ghani},
  title        = {Systematic analysis of the impact of label noise correction on {ML}
                  Fairness},
  journal      = {CoRR},
  volume       = {abs/2306.15994},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.15994},
  doi          = {10.48550/ARXIV.2306.15994},
  eprinttype    = {arXiv},
  eprint       = {2306.15994},
  timestamp    = {Wed, 20 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-15994.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17337,
  author       = {Emily Black and
                  Rakshit Naidu and
                  Rayid Ghani and
                  Kit T. Rodolfa and
                  Daniel E. Ho and
                  Hoda Heidari},
  title        = {Toward Operationalizing Pipeline-aware {ML} Fairness: {A} Research
                  Agenda for Developing Practical Guidelines and Tools},
  journal      = {CoRR},
  volume       = {abs/2309.17337},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.17337},
  doi          = {10.48550/ARXIV.2309.17337},
  eprinttype    = {arXiv},
  eprint       = {2309.17337},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-17337.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiWGF22,
  author       = {Zheyuan Ryan Shi and
                  Zhiwei Steven Wu and
                  Rayid Ghani and
                  Fei Fang},
  title        = {Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {12154--12162},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i11.21475},
  doi          = {10.1609/AAAI.V36I11.21475},
  timestamp    = {Wed, 07 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ShiWGF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01363,
  author       = {Oscar Giles and
                  Kasra Hosseini and
                  Grigorios Mingas and
                  Oliver Strickson and
                  Louise Bowler and
                  Camila Rangel Smith and
                  Harrison Wilde and
                  Jen Ning Lim and
                  Bilal A. Mateen and
                  Kasun Amarasinghe and
                  Rayid Ghani and
                  Alison J. Heppenstall and
                  Nik Lomax and
                  Nick Malleson and
                  Martin T. O'Reilly and
                  Sebastian Vollmerteke},
  title        = {Faking feature importance: {A} cautionary tale on the use of differentially-private
                  synthetic data},
  journal      = {CoRR},
  volume       = {abs/2203.01363},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.01363},
  doi          = {10.48550/ARXIV.2203.01363},
  eprinttype    = {arXiv},
  eprint       = {2203.01363},
  timestamp    = {Tue, 27 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-01363.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13503,
  author       = {Kasun Amarasinghe and
                  Kit T. Rodolfa and
                  S{\'{e}}rgio M. Jesus and
                  Valerie Chen and
                  Vladimir Balayan and
                  Pedro Saleiro and
                  Pedro Bizarro and
                  Ameet Talwalkar and
                  Rayid Ghani},
  title        = {On the Importance of Application-Grounded Experimental Design for
                  Evaluating Explainable {ML} Methods},
  journal      = {CoRR},
  volume       = {abs/2206.13503},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.13503},
  doi          = {10.48550/ARXIV.2206.13503},
  eprinttype    = {arXiv},
  eprint       = {2206.13503},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-13503.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05855,
  author       = {Ka Ho Brian Chor and
                  Kit T. Rodolfa and
                  Rayid Ghani},
  title        = {A Conceptual Framework for Using Machine Learning to Support Child
                  Welfare Decisions},
  journal      = {CoRR},
  volume       = {abs/2207.05855},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.05855},
  doi          = {10.48550/ARXIV.2207.05855},
  eprinttype    = {arXiv},
  eprint       = {2207.05855},
  timestamp    = {Tue, 19 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-05855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RodolfaLG21,
  author       = {Kit T. Rodolfa and
                  Hemank Lamba and
                  Rayid Ghani},
  title        = {Empirical observation of negligible fairness-accuracy trade-offs in
                  machine learning for public policy},
  journal      = {Nat. Mach. Intell.},
  volume       = {3},
  number       = {10},
  pages        = {896--904},
  year         = {2021},
  url          = {https://doi.org/10.1038/s42256-021-00396-x},
  doi          = {10.1038/S42256-021-00396-X},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/natmi/RodolfaLG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/LambaRG21,
  author       = {Hemank Lamba and
                  Kit T. Rodolfa and
                  Rayid Ghani},
  title        = {An Empirical Comparison of Bias Reduction Methods on Real-World Problems
                  in High-Stakes Policy Settings},
  journal      = {{SIGKDD} Explor.},
  volume       = {23},
  number       = {1},
  pages        = {69--85},
  year         = {2021},
  url          = {https://doi.org/10.1145/3468507.3468518},
  doi          = {10.1145/3468507.3468518},
  timestamp    = {Fri, 11 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/LambaRG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06442,
  author       = {Hemank Lamba and
                  Kit T. Rodolfa and
                  Rayid Ghani},
  title        = {An Empirical Comparison of Bias Reduction Methods on Real-World Problems
                  in High-Stakes Policy Settings},
  journal      = {CoRR},
  volume       = {abs/2105.06442},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.06442},
  eprinttype    = {arXiv},
  eprint       = {2105.06442},
  timestamp    = {Tue, 18 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-06442.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/RodolfaSHMLG20,
  author       = {Kit T. Rodolfa and
                  Erika Salomon and
                  Lauren Haynes and
                  Iv{\'{a}}n Higuera Mendieta and
                  Jamie Larson and
                  Rayid Ghani},
  editor       = {Mireille Hildebrandt and
                  Carlos Castillo and
                  L. Elisa Celis and
                  Salvatore Ruggieri and
                  Linnet Taylor and
                  Gabriela Zanfir{-}Fortuna},
  title        = {Case study: predictive fairness to reduce misdemeanor recidivism through
                  social service interventions},
  booktitle    = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
                  Barcelona, Spain, January 27-30, 2020},
  pages        = {142--153},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3351095.3372863},
  doi          = {10.1145/3351095.3372863},
  timestamp    = {Thu, 26 Aug 2021 22:19:24 +0200},
  biburl       = {https://dblp.org/rec/conf/fat/RodolfaSHMLG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SaleiroRG20,
  author       = {Pedro Saleiro and
                  Kit T. Rodolfa and
                  Rayid Ghani},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {Dealing with Bias and Fairness in Data Science Systems: {A} Practical
                  Hands-on Tutorial},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {3513--3514},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3406708},
  doi          = {10.1145/3394486.3406708},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/SaleiroRG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09233,
  author       = {Kit T. Rodolfa and
                  Erika Salomon and
                  Lauren Haynes and
                  Iv{\'{a}}n Higuera Mendieta and
                  Jamie Larson and
                  Rayid Ghani},
  title        = {Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through
                  Social Service Interventions},
  journal      = {CoRR},
  volume       = {abs/2001.09233},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.09233},
  eprinttype    = {arXiv},
  eprint       = {2001.09233},
  timestamp    = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-09233.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04944,
  author       = {Avishek Kumar and
                  Arthi Ramachandran and
                  Adolfo De Un{\'{a}}nue and
                  Christina Sung and
                  Joe Walsh and
                  John A. Schneider and
                  Jessica Ridgway and
                  Stephanie Masiello Schuette and
                  Jeff Lauritsen and
                  Rayid Ghani},
  title        = {A Machine Learning System for Retaining Patients in {HIV} Care},
  journal      = {CoRR},
  volume       = {abs/2006.04944},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.04944},
  eprinttype    = {arXiv},
  eprint       = {2006.04944},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-04944.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11707,
  author       = {Zheyuan Ryan Shi and
                  Zhiwei Steven Wu and
                  Rayid Ghani and
                  Fei Fang},
  title        = {Bandit Data-driven Optimization: {AI} for Social Good and Beyond},
  journal      = {CoRR},
  volume       = {abs/2008.11707},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.11707},
  eprinttype    = {arXiv},
  eprint       = {2008.11707},
  timestamp    = {Wed, 07 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-11707.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13583,
  author       = {Isabelle Tingzon and
                  Niccolo Dejito and
                  Ren Avell Flores and
                  Rodolfo De Guzman and
                  Liliana Carvajal and
                  Katerine Zapata Erazo and
                  Ivan Enrique Contreras Cala and
                  Jeffrey Villaveces and
                  Daniela Rubio and
                  Rayid Ghani},
  title        = {Mapping New Informal Settlements using Machine Learning and Time Series
                  Satellite Images: An Application in the Venezuelan Migration Crisis},
  journal      = {CoRR},
  volume       = {abs/2008.13583},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.13583},
  eprinttype    = {arXiv},
  eprint       = {2008.13583},
  timestamp    = {Wed, 16 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-13583.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14374,
  author       = {Kasun Amarasinghe and
                  Kit T. Rodolfa and
                  Hemank Lamba and
                  Rayid Ghani},
  title        = {Explainable Machine Learning for Public Policy: Use Cases, Gaps, and
                  Research Directions},
  journal      = {CoRR},
  volume       = {abs/2010.14374},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.14374},
  eprinttype    = {arXiv},
  eprint       = {2010.14374},
  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-14374.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02972,
  author       = {Kit T. Rodolfa and
                  Hemank Lamba and
                  Rayid Ghani},
  title        = {Machine learning for public policy: Do we need to sacrifice accuracy
                  to make models fair?},
  journal      = {CoRR},
  volume       = {abs/2012.02972},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.02972},
  eprinttype    = {arXiv},
  eprint       = {2012.02972},
  timestamp    = {Wed, 09 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-02972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/RodolfaUGG19,
  author       = {Kit T. Rodolfa and
                  Adolfo De Un{\'{a}}nue and
                  Matt Gee and
                  Rayid Ghani},
  title        = {An Experience-Centered Approach to Training Effective Data Scientists},
  journal      = {Big Data},
  volume       = {7},
  number       = {4},
  pages        = {249--261},
  year         = {2019},
  url          = {https://doi.org/10.1089/big.2019.0100},
  doi          = {10.1089/BIG.2019.0100},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/RodolfaUGG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SosicGL19,
  author       = {Rok Sosic and
                  Rayid Ghani and
                  Jure Leskovec},
  title        = {{SIGKDD} Impact Program 2018},
  journal      = {{SIGKDD} Explor.},
  volume       = {21},
  number       = {1},
  pages        = {36--37},
  year         = {2019},
  url          = {https://doi.org/10.1145/3331651.3331657},
  doi          = {10.1145/3331651.3331657},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/SosicGL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/GhaniGBS19,
  author       = {Rayid Ghani and
                  Lisa Green and
                  Alberto Bengoa and
                  Mohak Shah},
  title        = {Solve for Good: {A} Data Science for Social Good Marketplace},
  journal      = {{SIGKDD} Explor.},
  volume       = {21},
  number       = {2},
  pages        = {3--5},
  year         = {2019},
  url          = {https://doi.org/10.1145/3373464.3373468},
  doi          = {10.1145/3373464.3373468},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/GhaniGBS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/YeJFCDFLWG19,
  author       = {Teng Ye and
                  Rebecca Johnson and
                  Samantha Fu and
                  Jerica Copeny and
                  Bridgit Donnelly and
                  Alex Freeman and
                  Mirian Lima and
                  Joe Walsh and
                  Rayid Ghani},
  editor       = {Jay Chen and
                  Jennifer Mankoff and
                  Carla P. Gomes},
  title        = {Using machine learning to help vulnerable tenants in New York city},
  booktitle    = {Proceedings of the Conference on Computing {\&} Sustainable Societies,
                  {COMPASS} 2019, Accra, Ghana, July 3-5, 2019},
  pages        = {248--258},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3314344.3332484},
  doi          = {10.1145/3314344.3332484},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dev/YeJFCDFLWG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/MahajanG19,
  author       = {Satish M. Mahajan and
                  Rayid Ghani},
  editor       = {Lucila Ohno{-}Machado and
                  Brigitte S{\'{e}}roussi},
  title        = {Combining Structured and Unstructured Data for Predicting Risk of
                  Readmission for Heart Failure Patients},
  booktitle    = {{MEDINFO} 2019: Health and Wellbeing e-Networks for All - Proceedings
                  of the 17th World Congress on Medical and Health Informatics, Lyon,
                  France, 25-30 August 2019},
  series       = {Studies in Health Technology and Informatics},
  volume       = {264},
  pages        = {238--242},
  publisher    = {{IOS} Press},
  year         = {2019},
  url          = {https://doi.org/10.3233/SHTI190219},
  doi          = {10.3233/SHTI190219},
  timestamp    = {Wed, 03 Feb 2021 08:34:29 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/MahajanG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/MahajanG19a,
  author       = {Satish M. Mahajan and
                  Rayid Ghani},
  editor       = {Lucila Ohno{-}Machado and
                  Brigitte S{\'{e}}roussi},
  title        = {Using Ensemble Machine Learning Methods for Predicting Risk of Readmission
                  for Heart Failure},
  booktitle    = {{MEDINFO} 2019: Health and Wellbeing e-Networks for All - Proceedings
                  of the 17th World Congress on Medical and Health Informatics, Lyon,
                  France, 25-30 August 2019},
  series       = {Studies in Health Technology and Informatics},
  volume       = {264},
  pages        = {243--247},
  publisher    = {{IOS} Press},
  year         = {2019},
  url          = {https://doi.org/10.3233/SHTI190220},
  doi          = {10.3233/SHTI190220},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/MahajanG19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-05406,
  author       = {Gregory D. Hager and
                  Ann W. Drobnis and
                  Fei Fang and
                  Rayid Ghani and
                  Amy Greenwald and
                  Terah Lyons and
                  David C. Parkes and
                  Jason Schultz and
                  Suchi Saria and
                  Stephen F. Smith and
                  Milind Tambe},
  title        = {Artificial Intelligence for Social Good},
  journal      = {CoRR},
  volume       = {abs/1901.05406},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.05406},
  eprinttype    = {arXiv},
  eprint       = {1901.05406},
  timestamp    = {Wed, 07 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-05406.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06875,
  author       = {Kit T. Rodolfa and
                  Adolfo De Un{\'{a}}nue and
                  Matt Gee and
                  Rayid Ghani},
  title        = {A Clinical Approach to Training Effective Data Scientists},
  journal      = {CoRR},
  volume       = {abs/1905.06875},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.06875},
  eprinttype    = {arXiv},
  eprint       = {1905.06875},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-06875.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/BaumanBLSNHWHYS18,
  author       = {Matthew J. Bauman and
                  Kate S. Boxer and
                  Tzu{-}Yun Lin and
                  Erika Salomon and
                  Hareem Naveed and
                  Lauren Haynes and
                  Joe Walsh and
                  Jennifer Helsby and
                  Steve Yoder and
                  Robert Sullivan and
                  Chris Schneweis and
                  Rayid Ghani},
  editor       = {Ellen W. Zegura},
  title        = {Reducing Incarceration through Prioritized Interventions},
  booktitle    = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
                  Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
                  USA, June 20-22, 2018},
  pages        = {6:1--6:8},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209811.3209869},
  doi          = {10.1145/3209811.3209869},
  timestamp    = {Wed, 21 Nov 2018 12:44:24 +0100},
  biburl       = {https://dblp.org/rec/conf/dev/BaumanBLSNHWHYS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/GautNWBUDCG18,
  author       = {Garren Gaut and
                  Andrea Navarrete and
                  Laila Wahedi and
                  Paul van der Boor and
                  Adolfo De Un{\'{a}}nue and
                  Jorge D{\'{\i}}az and
                  Eduardo Clark and
                  Rayid Ghani},
  editor       = {Ellen W. Zegura},
  title        = {Improving Government Response to Citizen Requests Online},
  booktitle    = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
                  Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
                  USA, June 20-22, 2018},
  pages        = {13:1--13:10},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209811.3209872},
  doi          = {10.1145/3209811.3209872},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dev/GautNWBUDCG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AckermannWUNRLB18,
  author       = {Klaus Ackermann and
                  Joe Walsh and
                  Adolfo De Un{\'{a}}nue and
                  Hareem Naveed and
                  Andrea Navarrete Rivera and
                  Sun{-}Joo Lee and
                  Jason Bennett and
                  Michael Defoe and
                  Crystal Cody and
                  Lauren Haynes and
                  Rayid Ghani},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Deploying Machine Learning Models for Public Policy: {A} Framework},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {15--22},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3219911},
  doi          = {10.1145/3219819.3219911},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/AckermannWUNRLB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarRBVWKEFMZG18,
  author       = {Avishek Kumar and
                  Syed Ali Asad Rizvi and
                  Benjamin Brooks and
                  R. Ali Vanderveld and
                  Kevin H. Wilson and
                  Chad Kenney and
                  Sam Edelstein and
                  Adria Finch and
                  Andrew Maxwell and
                  Joe Zuckerbraun and
                  Rayid Ghani},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Using Machine Learning to Assess the Risk of and Prevent Water Main
                  Breaks},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {472--480},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3219835},
  doi          = {10.1145/3219819.3219835},
  timestamp    = {Wed, 21 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/KumarRBVWKEFMZG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Ghani18,
  author       = {Rayid Ghani},
  editor       = {Kevyn Collins{-}Thompson and
                  Qiaozhu Mei and
                  Brian D. Davison and
                  Yiqun Liu and
                  Emine Yilmaz},
  title        = {Data Science for Social Good and Public Policy: Examples, Opportunities,
                  and Challenges},
  booktitle    = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
                  Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
                  USA, July 08-12, 2018},
  pages        = {3},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209978.3210231},
  doi          = {10.1145/3209978.3210231},
  timestamp    = {Wed, 16 Sep 2020 13:34:22 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/Ghani18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2018,
  editor       = {Francesco Bonchi and
                  Foster J. Provost and
                  Tina Eliassi{-}Rad and
                  Wei Wang and
                  Ciro Cattuto and
                  Rayid Ghani},
  title        = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
                  {DSAA} 2018, Turin, Italy, October 1-3, 2018},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8620128/proceeding},
  isbn         = {978-1-5386-5090-5},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsaa/2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05577,
  author       = {Pedro Saleiro and
                  Benedict Kuester and
                  Abby Stevens and
                  Ari Anisfeld and
                  Loren Hinkson and
                  Jesse London and
                  Rayid Ghani},
  title        = {Aequitas: {A} Bias and Fairness Audit Toolkit},
  journal      = {CoRR},
  volume       = {abs/1811.05577},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.05577},
  eprinttype    = {arXiv},
  eprint       = {1811.05577},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-05577.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10404,
  author       = {Sebastian J. Vollmer and
                  Bilal A. Mateen and
                  Gergo Bohner and
                  Franz J. Kir{\'{a}}ly and
                  Rayid Ghani and
                  Pall Jonsson and
                  Sarah Cumbers and
                  Adrian Jonas and
                  Katherine S. L. McAllister and
                  Puja Myles and
                  David Granger and
                  Mark Birse and
                  Richard Branson and
                  Karel G. M. Moons and
                  Gary S. Collins and
                  John P. A. Ioannidis and
                  Chris C. Holmes and
                  Harry Hemingway},
  title        = {Machine learning and {AI} research for Patient Benefit: 20 Critical
                  Questions on Transparency, Replicability, Ethics and Effectiveness},
  journal      = {CoRR},
  volume       = {abs/1812.10404},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.10404},
  eprinttype    = {arXiv},
  eprint       = {1812.10404},
  timestamp    = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-10404.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GraceRRG16,
  author       = {Emily Grace and
                  Ankit Rai and
                  Elissa M. Redmiles and
                  Rayid Ghani},
  editor       = {James Joshi and
                  George Karypis and
                  Ling Liu and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yinglong Xia and
                  Weijia Xu and
                  Aki{-}Hiro Sato and
                  Sudarsan Rachuri and
                  Lyle H. Ungar and
                  Philip S. Yu and
                  Rama Govindaraju and
                  Toyotaro Suzumura},
  title        = {Detecting fraud, corruption, and collusion in international development
                  contracts: The design of a proof-of-concept automated system},
  booktitle    = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  pages        = {1444--1453},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/BigData.2016.7840752},
  doi          = {10.1109/BIGDATA.2016.7840752},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/GraceRRG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AckermannRHKBKG16,
  author       = {Klaus Ackermann and
                  Eduardo Blancas Reyes and
                  Sue He and
                  Thomas Anderson Keller and
                  Paul van der Boor and
                  Romana Khan and
                  Rayid Ghani and
                  Jos{\'{e}} Carlos Gonz{\'{a}}lez},
  editor       = {Balaji Krishnapuram and
                  Mohak Shah and
                  Alexander J. Smola and
                  Charu C. Aggarwal and
                  Dou Shen and
                  Rajeev Rastogi},
  title        = {Designing Policy Recommendations to Reduce Home Abandonment in Mexico},
  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
                  13-17, 2016},
  pages        = {13--20},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2939672.2939702},
  doi          = {10.1145/2939672.2939702},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/AckermannRHKBKG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BurgessGKWWHG16,
  author       = {Matthew Burgess and
                  Eugenia Giraudy and
                  Julian Katz{-}Samuels and
                  Joe Walsh and
                  Derek Willis and
                  Lauren Haynes and
                  Rayid Ghani},
  editor       = {Balaji Krishnapuram and
                  Mohak Shah and
                  Alexander J. Smola and
                  Charu C. Aggarwal and
                  Dou Shen and
                  Rajeev Rastogi},
  title        = {The Legislative Influence Detector: Finding Text Reuse in State Legislation},
  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
                  13-17, 2016},
  pages        = {57--66},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2939672.2939697},
  doi          = {10.1145/2939672.2939697},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/BurgessGKWWHG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CartonHJMPWCPHG16,
  author       = {Samuel Carton and
                  Jennifer Helsby and
                  Kenneth Joseph and
                  Ayesha Mahmud and
                  Youngsoo Park and
                  Joe Walsh and
                  Crystal Cody and
                  C. P. T. Estella Patterson and
                  Lauren Haynes and
                  Rayid Ghani},
  editor       = {Balaji Krishnapuram and
                  Mohak Shah and
                  Alexander J. Smola and
                  Charu C. Aggarwal and
                  Dou Shen and
                  Rajeev Rastogi},
  title        = {Identifying Police Officers at Risk of Adverse Events},
  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
                  13-17, 2016},
  pages        = {67--76},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2939672.2939698},
  doi          = {10.1145/2939672.2939698},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/CartonHJMPWCPHG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WulczynKVHWBG16,
  author       = {Ellery Wulczyn and
                  Madian Khabsa and
                  Vrushank Vora and
                  Matthew Heston and
                  Joe Walsh and
                  Christopher Berry and
                  Rayid Ghani},
  editor       = {Balaji Krishnapuram and
                  Mohak Shah and
                  Alexander J. Smola and
                  Charu C. Aggarwal and
                  Dou Shen and
                  Rajeev Rastogi},
  title        = {Identifying Earmarks in Congressional Bills},
  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
                  13-17, 2016},
  pages        = {303--311},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2939672.2939711},
  doi          = {10.1145/2939672.2939711},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/WulczynKVHWBG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/CatlettG15,
  author       = {Charlie Catlett and
                  Rayid Ghani},
  title        = {Big Data for Social Good},
  journal      = {Big Data},
  volume       = {3},
  number       = {1},
  pages        = {1--2},
  year         = {2015},
  url          = {https://doi.org/10.1089/big.2015.1530},
  doi          = {10.1089/BIG.2015.1530},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/CatlettG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LakkarajuASMBGA15,
  author       = {Himabindu Lakkaraju and
                  Everaldo Aguiar and
                  Carl Shan and
                  David Miller and
                  Nasir Bhanpuri and
                  Rayid Ghani and
                  Kecia L. Addison},
  editor       = {Longbing Cao and
                  Chengqi Zhang and
                  Thorsten Joachims and
                  Geoffrey I. Webb and
                  Dragos D. Margineantu and
                  Graham Williams},
  title        = {A Machine Learning Framework to Identify Students at Risk of Adverse
                  Academic Outcomes},
  booktitle    = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
                  10-13, 2015},
  pages        = {1909--1918},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2783258.2788620},
  doi          = {10.1145/2783258.2788620},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/LakkarajuASMBGA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PotashBLMRWRJMG15,
  author       = {Eric Potash and
                  Joe Brew and
                  Alexander Loewi and
                  Subhabrata Majumdar and
                  Andrew Reece and
                  Joe Walsh and
                  Eric Rozier and
                  Emile Jorgenson and
                  Raed Mansour and
                  Rayid Ghani},
  editor       = {Longbing Cao and
                  Chengqi Zhang and
                  Thorsten Joachims and
                  Geoffrey I. Webb and
                  Dragos D. Margineantu and
                  Graham Williams},
  title        = {Predictive Modeling for Public Health: Preventing Childhood Lead Poisoning},
  booktitle    = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
                  10-13, 2015},
  pages        = {2039--2047},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2783258.2788629},
  doi          = {10.1145/2783258.2788629},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/PotashBLMRWRJMG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SomanchiALEG15,
  author       = {Sriram Somanchi and
                  Samrachana Adhikari and
                  Allen Lin and
                  Elena Eneva and
                  Rayid Ghani},
  editor       = {Longbing Cao and
                  Chengqi Zhang and
                  Thorsten Joachims and
                  Geoffrey I. Webb and
                  Dragos D. Margineantu and
                  Graham Williams},
  title        = {Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical
                  Records},
  booktitle    = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
                  10-13, 2015},
  pages        = {2119--2126},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2783258.2788588},
  doi          = {10.1145/2783258.2788588},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/SomanchiALEG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2014,
  editor       = {Sofus A. Macskassy and
                  Claudia Perlich and
                  Jure Leskovec and
                  Wei Wang and
                  Rayid Ghani},
  title        = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
                  2014},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {http://dl.acm.org/citation.cfm?id=2623330},
  isbn         = {978-1-4503-2956-9},
  timestamp    = {Wed, 24 Sep 2014 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FerdowsiGS13,
  author       = {Zahra Ferdowsi and
                  Rayid Ghani and
                  Raffaella Settimi},
  editor       = {Hui Xiong and
                  George Karypis and
                  Bhavani Thuraisingham and
                  Diane J. Cook and
                  Xindong Wu},
  title        = {Online Active Learning with Imbalanced Classes},
  booktitle    = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
                  TX, USA, December 7-10, 2013},
  pages        = {1043--1048},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDM.2013.12},
  doi          = {10.1109/ICDM.2013.12},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/FerdowsiGS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ghani13,
  author       = {Rayid Ghani},
  editor       = {Inderjit S. Dhillon and
                  Yehuda Koren and
                  Rayid Ghani and
                  Ted E. Senator and
                  Paul Bradley and
                  Rajesh Parekh and
                  Jingrui He and
                  Robert L. Grossman and
                  Ramasamy Uthurusamy},
  title        = {Targeting and influencing at scale: from presidential elections to
                  social good},
  booktitle    = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
  pages        = {1137},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2487575.2491131},
  doi          = {10.1145/2487575.2491131},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/Ghani13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2013,
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Benjamin W. Wah and
                  Ricardo Baeza{-}Yates and
                  Geoffrey C. Fox and
                  Cyrus Shahabi and
                  Matthew Smith and
                  Qiang Yang and
                  Rayid Ghani and
                  Wei Fan and
                  Ronny Lempel and
                  Raghunath Nambiar},
  title        = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
                  6-9 October 2013, Santa Clara, CA, {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/6679357/proceeding},
  isbn         = {978-1-4799-1292-6},
  timestamp    = {Fri, 19 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/2013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013,
  editor       = {Inderjit S. Dhillon and
                  Yehuda Koren and
                  Rayid Ghani and
                  Ted E. Senator and
                  Paul Bradley and
                  Rajesh Parekh and
                  Jingrui He and
                  Robert L. Grossman and
                  Ramasamy Uthurusamy},
  title        = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {http://dl.acm.org/citation.cfm?id=2487575},
  isbn         = {978-1-4503-2174-7},
  timestamp    = {Tue, 10 Sep 2013 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/2013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,
  author       = {Gabor Melli and
                  Xindong Wu and
                  Paul Beinat and
                  Francesco Bonchi and
                  Longbing Cao and
                  Rong Duan and
                  Christos Faloutsos and
                  Rayid Ghani and
                  Brendan Kitts and
                  Bart Goethals and
                  Geoffrey J. McLachlan and
                  Jian Pei and
                  Ashok Srivastava and
                  Osmar R. Za{\"{\i}}ane},
  title        = {Top-10 Data Mining Case Studies},
  journal      = {Int. J. Inf. Technol. Decis. Mak.},
  volume       = {11},
  number       = {2},
  pages        = {389--400},
  year         = {2012},
  url          = {https://doi.org/10.1142/S021962201240007X},
  doi          = {10.1142/S021962201240007X},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iaai/CumbyG11,
  author       = {Chad M. Cumby and
                  Rayid Ghani},
  editor       = {Daniel G. Shapiro and
                  Markus P. J. Fromherz},
  title        = {A Machine Learning Based System for Semi-Automatically Redacting Documents},
  booktitle    = {Proceedings of the Twenty-Third Conference on Innovative Applications
                  of Artificial Intelligence, August 9-11, 2011, San Francisco, California,
                  {USA}},
  pages        = {1628--1635},
  publisher    = {{AAAI}},
  year         = {2011},
  url          = {https://doi.org/10.1609/aaai.v25i2.18851},
  doi          = {10.1609/AAAI.V25I2.18851},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iaai/CumbyG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhaniK11,
  author       = {Rayid Ghani and
                  Mohit Kumar},
  editor       = {Chid Apt{\'{e}} and
                  Joydeep Ghosh and
                  Padhraic Smyth},
  title        = {Interactive learning for efficiently detecting errors in insurance
                  claims},
  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
                  2011},
  pages        = {325--333},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2020408.2020463},
  doi          = {10.1145/2020408.2020463},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/GhaniK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/TanejaGGX11,
  author       = {Kunal Taneja and
                  Mark Grechanik and
                  Rayid Ghani and
                  Tao Xie},
  editor       = {Tibor Gyim{\'{o}}thy and
                  Andreas Zeller},
  title        = {Testing software in age of data privacy: a balancing act},
  booktitle    = {SIGSOFT/FSE'11 19th {ACM} {SIGSOFT} Symposium on the Foundations of
                  Software Engineering {(FSE-19)} and ESEC'11: 13th European Software
                  Engineering Conference (ESEC-13), Szeged, Hungary, September 5-9,
                  2011},
  pages        = {201--211},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2025113.2025143},
  doi          = {10.1145/2025113.2025143},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigsoft/TanejaGGX11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/GhaniDC11,
  author       = {Rayid Ghani and
                  Divna Djordjevic and
                  Chad M. Cumby},
  editor       = {Paul Warren and
                  John Davies and
                  Elena Simperl},
  title        = {Machine Learning and Lightweight Semantics to Improve Enterprise Search
                  and Knowledge Management},
  booktitle    = {Context and Semantics for Knowledge Management - Technologies for
                  Personal Productivity},
  pages        = {171--188},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-19510-5\_9},
  doi          = {10.1007/978-3-642-19510-5\_9},
  timestamp    = {Tue, 16 May 2017 14:01:41 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/p/GhaniDC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/DjordjevicGF10,
  author       = {Divna Djordjevic and
                  Rayid Ghani and
                  Duncan Fullarton},
  editor       = {Kecheng Liu and
                  Joaquim Filipe},
  title        = {Process-centric Enterprise Workspace based on Semantic Wiki},
  booktitle    = {{KMIS} 2010 - Proceedings of the International Conference on Knowledge
                  Management and Information Sharing, Valencia, Spain, October 25-28,
                  2010},
  pages        = {224--233},
  publisher    = {SciTePress},
  year         = {2010},
  timestamp    = {Thu, 27 Oct 2011 13:04:33 +0200},
  biburl       = {https://dblp.org/rec/conf/ic3k/DjordjevicGF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DjordjevicG10,
  author       = {Divna Djordjevic and
                  Rayid Ghani},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Graphics Classification for Enterprise Knowledge Management},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {562--569},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.149},
  doi          = {10.1109/ICDMW.2010.149},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/DjordjevicG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarGM10,
  author       = {Mohit Kumar and
                  Rayid Ghani and
                  Zhu{-}Song Mei},
  editor       = {Bharat Rao and
                  Balaji Krishnapuram and
                  Andrew Tomkins and
                  Qiang Yang},
  title        = {Data mining to predict and prevent errors in health insurance claims
                  processing},
  booktitle    = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
                  2010},
  pages        = {65--74},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1835804.1835816},
  doi          = {10.1145/1835804.1835816},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/KumarGM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/SoaresG10,
  author       = {Carlos Soares and
                  Rayid Ghani},
  editor       = {Carlos Soares and
                  Rayid Ghani},
  title        = {Data Mining for Business Applications: Introduction},
  booktitle    = {Data Mining for Business Applications},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {218},
  pages        = {1--14},
  publisher    = {{IOS} Press},
  year         = {2010},
  url          = {https://doi.org/10.3233/978-1-60750-633-1-1},
  doi          = {10.3233/978-1-60750-633-1-1},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/faia/SoaresG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/faia/2010-218,
  editor       = {Carlos Soares and
                  Rayid Ghani},
  title        = {Data Mining for Business Applications},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {218},
  publisher    = {{IOS} Press},
  year         = {2010},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=18455},
  isbn         = {978-1-60750-632-4},
  timestamp    = {Wed, 20 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/faia/2010-218.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/YangLSKCGP09,
  author       = {Yiming Yang and
                  Abhimanyu Lad and
                  Henry Shu and
                  Bryan Kisiel and
                  Chad M. Cumby and
                  Rayid Ghani and
                  Katharina Probst},
  editor       = {Jos{\'{e}} Cordeiro and
                  Joaquim Filipe},
  title        = {Graph Structure Learning for Task Ordering},
  booktitle    = {{ICEIS} 2009 - Proceedings of the 11th International Conference on
                  Enterprise Information Systems, Volume AIDSS, Milan, Italy, May 6-10,
                  2009},
  pages        = {164--169},
  year         = {2009},
  timestamp    = {Thu, 10 Sep 2009 09:32:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/YangLSKCGP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LadYGK09,
  author       = {Abhimanyu Lad and
                  Yiming Yang and
                  Rayid Ghani and
                  Bryan Kisiel},
  title        = {Toward Optimal Ordering of Prediction Tasks},
  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,
                  {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
  pages        = {884--893},
  publisher    = {{SIAM}},
  year         = {2009},
  url          = {https://doi.org/10.1137/1.9781611972795.76},
  doi          = {10.1137/1.9781611972795.76},
  timestamp    = {Wed, 17 May 2017 14:24:53 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LadYGK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RachlinPG08,
  author       = {Yaron Rachlin and
                  Katharina Probst and
                  Rayid Ghani},
  editor       = {Francesco Bonchi and
                  Elena Ferrari and
                  Wei Jiang and
                  Bradley A. Malin},
  title        = {Maximizing Privacy under Data Distortion Constraints in Noise Perturbation
                  Methods},
  booktitle    = {Privacy, Security, and Trust in KDD, Second {ACM} {SIGKDD} International
                  Workshop, PinKDD 2008, Las Vegas, NV, USA, August 24, 2008, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5456},
  pages        = {92--110},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-642-01718-6\_7},
  doi          = {10.1007/978-3-642-01718-6\_7},
  timestamp    = {Fri, 04 Oct 2019 15:59:47 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/RachlinPG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ProbstG07,
  author       = {Katharina Probst and
                  Rayid Ghani},
  editor       = {Joost N. Kok and
                  Jacek Koronacki and
                  Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
                  Stan Matwin and
                  Dunja Mladenic and
                  Andrzej Skowron},
  title        = {Towards 'Interactive' Active Learning in Multi-view Feature Sets for
                  Information Extraction},
  booktitle    = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
                  Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4701},
  pages        = {683--690},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74958-5\_68},
  doi          = {10.1007/978-3-540-74958-5\_68},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/ProbstG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ProbstGKFL07,
  author       = {Katharina Probst and
                  Rayid Ghani and
                  Marko Krema and
                  Andrew E. Fano and
                  Yan Liu},
  editor       = {Manuela M. Veloso},
  title        = {Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions},
  booktitle    = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
                  on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
  pages        = {2838--2843},
  year         = {2007},
  url          = {http://ijcai.org/Proceedings/07/Papers/456.pdf},
  timestamp    = {Tue, 20 Aug 2019 16:17:11 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ProbstGKFL07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/GhaniPLKF06,
  author       = {Rayid Ghani and
                  Katharina Probst and
                  Yan Liu and
                  Marko Krema and
                  Andrew E. Fano},
  title        = {Text mining for product attribute extraction},
  journal      = {{SIGKDD} Explor.},
  volume       = {8},
  number       = {1},
  pages        = {41--48},
  year         = {2006},
  url          = {https://doi.org/10.1145/1147234.1147241},
  doi          = {10.1145/1147234.1147241},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/GhaniPLKF06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/GhaniS06,
  author       = {Rayid Ghani and
                  Carlos Soares},
  title        = {Data mining for business applications: {KDD-2006} workshop},
  journal      = {{SIGKDD} Explor.},
  volume       = {8},
  number       = {2},
  pages        = {79--81},
  year         = {2006},
  url          = {https://doi.org/10.1145/1233321.1233332},
  doi          = {10.1145/1233321.1233332},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/GhaniS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmine/ProbstGKFL06,
  author       = {Katharina Probst and
                  Rayid Ghani and
                  Marko Krema and
                  Andy Fano and
                  Yan Liu},
  editor       = {Bettina Berendt and
                  Andreas Hotho and
                  Dunja Mladenic and
                  Giovanni Semeraro},
  title        = {Extracting and Using Attribute-Value Pairs from Product Descriptions
                  on the Web},
  booktitle    = {From Web to Social Web: Discovering and Deploying User and Content
                  Profiles, Workshop on Web Mining, WebMine 2006, Berlin, Germany, September
                  18, 2006. Revised Selected and Invited Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4737},
  pages        = {41--60},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-74951-6\_3},
  doi          = {10.1007/978-3-540-74951-6\_3},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/webmine/ProbstGKFL06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GhaniJM05,
  author       = {Rayid Ghani and
                  Rosie Jones and
                  Dunja Mladenic},
  title        = {Building Minority Language Corpora by Learning to Generate Web Search
                  Queries},
  journal      = {Knowl. Inf. Syst.},
  volume       = {7},
  number       = {1},
  pages        = {56--83},
  year         = {2005},
  url          = {https://doi.org/10.1007/s10115-003-0121-x},
  doi          = {10.1007/S10115-003-0121-X},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/GhaniJM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/PetrushinGG05,
  author       = {Valery A. Petrushin and
                  Rayid Ghani and
                  Anatole Gershman},
  title        = {A Bayesian Framework for Robust Reasoning from Sensor Networks},
  booktitle    = {{AI} Technologies for Homeland Security, Papers from the 2005 {AAAI}
                  Spring Symposium, Technical Report SS-05-01, Stanford, California,
                  USA, March 21-23, 2005},
  pages        = {141--143},
  publisher    = {{AAAI}},
  year         = {2005},
  url          = {http://www.aaai.org/Library/Symposia/Spring/2005/ss05-01-026.php},
  timestamp    = {Sat, 18 Feb 2012 12:25:28 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/PetrushinGG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/CumbyFGK05,
  author       = {Chad M. Cumby and
                  Andrew E. Fano and
                  Rayid Ghani and
                  Marko Krema},
  editor       = {Robert St. Amant and
                  John Riedl and
                  Anthony Jameson},
  title        = {Building intelligent shopping assistants using individual consumer
                  models},
  booktitle    = {Proceedings of the 10th International Conference on Intelligent User
                  Interfaces, {IUI} 2005, San Diego, California, USA, January 10-13,
                  2005},
  pages        = {323--325},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1040830.1040915},
  doi          = {10.1145/1040830.1040915},
  timestamp    = {Tue, 06 Nov 2018 11:07:40 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/CumbyFGK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PetrushinWGG05,
  author       = {Valery A. Petrushin and
                  Gang Wei and
                  Rayid Ghani and
                  Anatole Gershman},
  editor       = {Fatma Bouali and
                  Latifur Khan and
                  Florent Masseglia},
  title        = {Multiple sensor integration for indoor surveillance},
  booktitle    = {Proceedings of the 6th international workshop on Multimedia data mining
                  - mining integrated media and complex data, {MDM} 2005, Chicago, Illinois,
                  USA, August 21, 2005},
  pages        = {53--60},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1133890.1133896},
  doi          = {10.1145/1133890.1133896},
  timestamp    = {Tue, 06 Nov 2018 16:59:37 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/PetrushinWGG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ghani05,
  author       = {Rayid Ghani},
  editor       = {Robert Grossman and
                  Roberto J. Bayardo and
                  Kristin P. Bennett},
  title        = {Price prediction and insurance for online auctions},
  booktitle    = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
                  on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
                  21-24, 2005},
  pages        = {411--418},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1081870.1081918},
  doi          = {10.1145/1081870.1081918},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/Ghani05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CumbyFGK04,
  author       = {Chad M. Cumby and
                  Andrew E. Fano and
                  Rayid Ghani and
                  Marko Krema},
  editor       = {Won Kim and
                  Ron Kohavi and
                  Johannes Gehrke and
                  William DuMouchel},
  title        = {Predicting customer shopping lists from point-of-sale purchase data},
  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
                  22-25, 2004},
  pages        = {402--409},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/1014052.1014098},
  doi          = {10.1145/1014052.1014098},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/CumbyFGK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewmf/Ghani03,
  author       = {Rayid Ghani},
  editor       = {Bettina Berendt and
                  Andreas Hotho and
                  Dunja Mladenic and
                  Maarten van Someren and
                  Myra Spiliopoulou and
                  Gerd Stumme},
  title        = {Mining the Web to Add Semantics to Retail Data Mining},
  booktitle    = {Web Mining: From Web to Semantic Web, First European Web Mining Forum,
                  {EMWF} 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised
                  Selected and Invited Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3209},
  pages        = {43--56},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-30123-3\_3},
  doi          = {10.1007/978-3-540-30123-3\_3},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/ewmf/Ghani03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/YangSG02,
  author       = {Yiming Yang and
                  Se{\'{a}}n Slattery and
                  Rayid Ghani},
  title        = {A Study of Approaches to Hypertext Categorization},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {18},
  number       = {2-3},
  pages        = {219--241},
  year         = {2002},
  url          = {https://doi.org/10.1023/A:1013685612819},
  doi          = {10.1023/A:1013685612819},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/YangSG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GhaniF02,
  author       = {Rayid Ghani and
                  Andrew E. Fano},
  title        = {Using Text Mining to Infer Semantic Attributes for Retail Data Mining},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
                  {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  pages        = {195--202},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICDM.2002.1183903},
  doi          = {10.1109/ICDM.2002.1183903},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/GhaniF02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ghani02,
  author       = {Rayid Ghani},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Combining Labeled and Unlabeled Data for MultiClass Text Categorization},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {187--194},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 26 Nov 2002 10:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Ghani02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GhaniJM01,
  author       = {Rayid Ghani and
                  Rosie Jones and
                  Dunja Mladenic},
  title        = {Mining the Web to Create Minority Language Corpora},
  booktitle    = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
  pages        = {279--286},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/502585.502633},
  doi          = {10.1145/502585.502633},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/GhaniJM01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Ghani01,
  author       = {Rayid Ghani},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {Combining Labeled and Unlabeled Data for Text Classification with
                  a Large Number of Categories},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {597--598},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989574},
  doi          = {10.1109/ICDM.2001.989574},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/Ghani01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhaniSY01,
  author       = {Rayid Ghani and
                  Se{\'{a}}n Slattery and
                  Yiming Yang},
  editor       = {Carla E. Brodley and
                  Andrea Pohoreckyj Danyluk},
  title        = {Hypertext Categorization using Hyperlink Patterns and Meta Data},
  booktitle    = {Proceedings of the Eighteenth International Conference on Machine
                  Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
                  28 - July 1, 2001},
  pages        = {178--185},
  publisher    = {Morgan Kaufmann},
  year         = {2001},
  timestamp    = {Wed, 27 Nov 2002 10:53:35 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GhaniSY01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GhaniJM01,
  author       = {Rayid Ghani and
                  Rosie Jones and
                  Dunja Mladenic},
  editor       = {W. Bruce Croft and
                  David J. Harper and
                  Donald H. Kraft and
                  Justin Zobel},
  title        = {Automatic Web Search Query Generation to Create Minority Language
                  Corpora},
  booktitle    = {{SIGIR} 2001: Proceedings of the 24th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, September
                  9-13, 2001, New Orleans, Louisiana, {USA}},
  pages        = {432--433},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/383952.384072},
  doi          = {10.1145/383952.384072},
  timestamp    = {Tue, 06 Nov 2018 11:07:24 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/GhaniJM01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/GhaniJM01,
  author       = {Rayid Ghani and
                  Rosie Jones and
                  Dunja Mladenic},
  editor       = {Ning Zhong and
                  Yiyu Yao and
                  Jiming Liu and
                  Setsuo Ohsuga},
  title        = {Online Learning for Web Query Generation: Finding Documents Matching
                  a Minority Concept on the Web},
  booktitle    = {Web Intelligence: Research and Development, First Asia-Pacific Conference,
                  {WI} 2001, Maebashi City, Japan, October 23-26, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2198},
  pages        = {508--513},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45490-X\_65},
  doi          = {10.1007/3-540-45490-X\_65},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/webi/GhaniJM01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/NigamG00,
  author       = {Kamal Nigam and
                  Rayid Ghani},
  title        = {Analyzing the Effectiveness and Applicability of Co-training},
  booktitle    = {Proceedings of the 2000 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, McLean, VA, USA, November 6-11, 2000},
  pages        = {86--93},
  publisher    = {{ACM}},
  year         = {2000},
  url          = {https://doi.org/10.1145/354756.354805},
  doi          = {10.1145/354756.354805},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/NigamG00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GhaniJ00,
  author       = {Rayid Ghani and
                  Rosie Jones},
  title        = {Learning a Monolingual Language Model from a Multilingual Text Database},
  booktitle    = {Proceedings of the 2000 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, McLean, VA, USA, November 6-11, 2000},
  pages        = {187--193},
  publisher    = {{ACM}},
  year         = {2000},
  url          = {https://doi.org/10.1145/354756.354818},
  doi          = {10.1145/354756.354818},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/GhaniJ00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ghani00,
  author       = {Rayid Ghani},
  editor       = {Pat Langley},
  title        = {Using Error-Correcting Codes for Text Classification},
  booktitle    = {Proceedings of the Seventeenth International Conference on Machine
                  Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
                  29 - July 2, 2000},
  pages        = {303--310},
  publisher    = {Morgan Kaufmann},
  year         = {2000},
  timestamp    = {Sun, 21 Feb 2010 20:54:50 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Ghani00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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