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BibTeX records: Rayid Ghani
@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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