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ORCIDBibTeX records: Houssam Nassif
@inproceedings{DBLP:conf/www/FiezNCGJ24,
author = {Tanner Fiez and
Houssam Nassif and
Yu{-}Cheng Chen and
Sergio Gamez and
Lalit Jain},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Best of Three Worlds: Adaptive Experimentation for Digital Marketing
in Practice},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3586--3597},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645504},
doi = {10.1145/3589334.3645504},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FiezNCGJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10870,
author = {Tanner Fiez and
Houssam Nassif and
Yu{-}Cheng Chen and
Sergio Gamez and
Lalit Jain},
title = {Best of Three Worlds: Adaptive Experimentation for Digital Marketing
in Practice},
journal = {CoRR},
volume = {abs/2402.10870},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10870},
doi = {10.48550/ARXIV.2402.10870},
eprinttype = {arXiv},
eprint = {2402.10870},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KongLNFHC23,
author = {Fanjie Kong and
Yuan Li and
Houssam Nassif and
Tanner Fiez and
Ricardo Henao and
Shreya Chakrabarti},
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 = {Neural Insights for Digital Marketing Content Design},
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 = {4320--4332},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599875},
doi = {10.1145/3580305.3599875},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KongLNFHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WeltzFVLMNJ23,
author = {Justin Weltz and
Tanner Fiez and
Alexander Volfovsky and
Eric Laber and
Blake Mason and
Houssam Nassif and
Lalit Jain},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Experimental Designs for Heteroskedastic Variance},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d01db5cd2555ba11f75da0454d57b903-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WeltzFVLMNJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GengNM23,
author = {Sinong Geng and
Houssam Nassif and
Carlos A. Manzanares},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A Data-Driven State Aggregation Approach for Dynamic Discrete Choice
Models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {647--657},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/geng23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/GengNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01416,
author = {Fanjie Kong and
Yuan Li and
Tanner Fiez and
Shreya Chakrabarti and
Ricardo Henao and
Houssam Nassif},
title = {Neural Insights for Digital Marketing Content Design},
journal = {CoRR},
volume = {abs/2302.01416},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01416},
doi = {10.48550/ARXIV.2302.01416},
eprinttype = {arXiv},
eprint = {2302.01416},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04916,
author = {Sinong Geng and
Houssam Nassif and
Carlos A. Manzanares},
title = {A Data-Driven State Aggregation Approach for Dynamic Discrete Choice
Models},
journal = {CoRR},
volume = {abs/2304.04916},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04916},
doi = {10.48550/ARXIV.2304.04916},
eprinttype = {arXiv},
eprint = {2304.04916},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/NabiNHMI22,
author = {Sareh Nabi and
Houssam Nassif and
Joseph Hong and
Hamed Mamani and
Guido Imbens},
title = {Bayesian Meta-Prior Learning Using Empirical Bayes},
journal = {Manag. Sci.},
volume = {68},
number = {3},
pages = {1737--1755},
year = {2022},
url = {https://doi.org/10.1287/mnsc.2021.4136},
doi = {10.1287/MNSC.2021.4136},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/NabiNHMI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiRNJJ22,
author = {Zhaoqi Li and
Lillian J. Ratliff and
Houssam Nassif and
Kevin G. Jamieson and
Lalit Jain},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Instance-optimal {PAC} Algorithms for Contextual Bandits},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f4821075019a058700f6e6738eea1365-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiRNJJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02357,
author = {Zhaoqi Li and
Lillian J. Ratliff and
Houssam Nassif and
Kevin G. Jamieson and
Lalit Jain},
title = {Instance-optimal {PAC} Algorithms for Contextual Bandits},
journal = {CoRR},
volume = {abs/2207.02357},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02357},
doi = {10.48550/ARXIV.2207.02357},
eprinttype = {arXiv},
eprint = {2207.02357},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14369,
author = {Tanner Fiez and
Sergio Gamez and
Arick Chen and
Houssam Nassif and
Lalit Jain},
title = {Adaptive Experimental Design and Counterfactual Inference},
journal = {CoRR},
volume = {abs/2210.14369},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14369},
doi = {10.48550/ARXIV.2210.14369},
eprinttype = {arXiv},
eprint = {2210.14369},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JunJNM21,
author = {Kwang{-}Sung Jun and
Lalit Jain and
Houssam Nassif and
Blake Mason},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Confidence Bounds for the Linear Logistic Model and Applications
to Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5148--5157},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jun21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JunJNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GengNMRS20,
author = {Sinong Geng and
Houssam Nassif and
Carlos A. Manzanares and
A. Max Reppen and
Ronnie Sircar},
title = {Deep {PQR:} Solving Inverse Reinforcement Learning using Anchor Actions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3431--3441},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/geng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GengNMRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01129,
author = {Sareh Nabi and
Houssam Nassif and
Joseph Hong and
Hamed Mamani and
Guido Imbens},
title = {Decoupling Learning Rates Using Empirical Bayes Priors},
journal = {CoRR},
volume = {abs/2002.01129},
year = {2020},
url = {https://arxiv.org/abs/2002.01129},
eprinttype = {arXiv},
eprint = {2002.01129},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07443,
author = {Sinong Geng and
Houssam Nassif and
Carlos A. Manzanares and
A. Max Reppen and
Ronnie Sircar},
title = {Identifying Reward Functions using Anchor Actions},
journal = {CoRR},
volume = {abs/2007.07443},
year = {2020},
url = {https://arxiv.org/abs/2007.07443},
eprinttype = {arXiv},
eprint = {2007.07443},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11222,
author = {Kwang{-}Sung Jun and
Lalit Jain and
Houssam Nassif},
title = {Improved Confidence Bounds for the Linear Logistic Model and Applications
to Linear Bandits},
journal = {CoRR},
volume = {abs/2011.11222},
year = {2020},
url = {https://arxiv.org/abs/2011.11222},
eprinttype = {arXiv},
eprint = {2011.11222},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BiswasPVSN19,
author = {Ari Biswas and
Thai T. Pham and
Michael Vogelsong and
Benjamin Snyder and
Houssam Nassif},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Seeker: Real-Time Interactive Search},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2867--2875},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330733},
doi = {10.1145/3292500.3330733},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BiswasPVSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13125,
author = {Ari Biswas and
Thai T. Pham and
Michael Vogelsong and
Benjamin Snyder and
Houssam Nassif},
title = {Seeker: Real-Time Interactive Search},
journal = {CoRR},
volume = {abs/1905.13125},
year = {2019},
url = {http://arxiv.org/abs/1905.13125},
eprinttype = {arXiv},
eprint = {1905.13125},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01477,
author = {Choon Hui Teo and
Houssam Nassif and
Daniel N. Hill and
Sriram Srinivasan and
Mitchell Goodman and
Vijai Mohan and
S. V. N. Vishwanathan},
title = {Adaptive, Personalized Diversity for Visual Discovery},
journal = {CoRR},
volume = {abs/1810.01477},
year = {2018},
url = {http://arxiv.org/abs/1810.01477},
eprinttype = {arXiv},
eprint = {1810.01477},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01482,
author = {Houssam Nassif and
Kemal Oral Cansizlar and
Mitchell Goodman and
S. V. N. Vishwanathan},
title = {Diversifying Music Recommendations},
journal = {CoRR},
volume = {abs/1810.01482},
year = {2018},
url = {http://arxiv.org/abs/1810.01482},
eprinttype = {arXiv},
eprint = {1810.01482},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01859,
author = {Neela Sawant and
Chitti Babu Namballa and
Narayanan Sadagopan and
Houssam Nassif},
title = {Contextual Multi-Armed Bandits for Causal Marketing},
journal = {CoRR},
volume = {abs/1810.01859},
year = {2018},
url = {http://arxiv.org/abs/1810.01859},
eprinttype = {arXiv},
eprint = {1810.01859},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-04707,
author = {Houssam Nassif and
Hassan Al{-}Ali and
Sawsan Khuri and
Walid Keirouz and
David Page},
title = {An Inductive Logic Programming Approach to Validate Hexose Binding
Biochemical Knowledge},
journal = {CoRR},
volume = {abs/1810.04707},
year = {2018},
url = {http://arxiv.org/abs/1810.04707},
eprinttype = {arXiv},
eprint = {1810.04707},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-04707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09558,
author = {Daniel N. Hill and
Houssam Nassif and
Yi Liu and
Anand Iyer and
S. V. N. Vishwanathan},
title = {An Efficient Bandit Algorithm for Realtime Multivariate Optimization},
journal = {CoRR},
volume = {abs/1810.09558},
year = {2018},
url = {http://arxiv.org/abs/1810.09558},
eprinttype = {arXiv},
eprint = {1810.09558},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HillNLIV17,
author = {Daniel N. Hill and
Houssam Nassif and
Yi Liu and
Anand Iyer and
S. V. N. Vishwanathan},
title = {An Efficient Bandit Algorithm for Realtime Multivariate Optimization},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1813--1821},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098184},
doi = {10.1145/3097983.3098184},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HillNLIV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TeoNHSGMV16,
author = {Choon Hui Teo and
Houssam Nassif and
Daniel N. Hill and
Sriram Srinivasan and
Mitchell Goodman and
Vijai Mohan and
S. V. N. Vishwanathan},
editor = {Shilad Sen and
Werner Geyer and
Jill Freyne and
Pablo Castells},
title = {Adaptive, Personalized Diversity for Visual Discovery},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {35--38},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2959100.2959171},
doi = {10.1145/2959100.2959171},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TeoNHSGMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuusistoCNBPS14,
author = {Finn Kuusisto and
V{\'{\i}}tor Santos Costa and
Houssam Nassif and
Elizabeth S. Burnside and
David Page and
Jude W. Shavlik},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Support Vector Machines for Differential Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {50--65},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_4},
doi = {10.1007/978-3-662-44851-9\_4},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KuusistoCNBPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LiuPNSPMOB13,
author = {Jie Liu and
David Page and
Houssam Nassif and
Jude W. Shavlik and
Peggy L. Peissig and
Catherine A. McCarty and
Adedayo A. Onitilo and
Elizabeth S. Burnside},
title = {Genetic Variants Improve Breast Cancer Risk Prediction on Mammograms},
booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2013},
publisher = {{AMIA}},
year = {2013},
url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-05-1.583941/f-005-1.583942/a-286-1.584110/a-311-1.584105},
timestamp = {Wed, 17 Apr 2024 11:47:55 +0200},
biburl = {https://dblp.org/rec/conf/amia/LiuPNSPMOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/healthcom/KuusistoDNWKNSB13,
author = {Finn Kuusisto and
In{\^{e}}s de Castro Dutra and
Houssam Nassif and
Yirong Wu and
Molly E. Klein and
Heather B. Neuman and
Jude W. Shavlik and
Elizabeth S. Burnside},
title = {Using machine learning to identify benign cases with non-definitive
biopsy},
booktitle = {{IEEE} 15th International Conference on e-Health Networking, Applications
and Services, Healthcom 2013, Lisbon, Portugal, October 9-12, 2013},
pages = {283--285},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/HealthCom.2013.6720685},
doi = {10.1109/HEALTHCOM.2013.6720685},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/healthcom/KuusistoDNWKNSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/NassifKBS13,
author = {Houssam Nassif and
Finn Kuusisto and
Elizabeth S. Burnside and
Jude W. Shavlik},
editor = {Gerson Zaverucha and
V{\'{\i}}tor Santos Costa and
Aline Marins Paes},
title = {Uplift Modeling with {ROC:} An {SRL} Case Study},
booktitle = {Late Breaking Papers of the 23rd International Conference on Inductive
Logic Programming, Rio de Janeiro, Brazil, August 28th - to - 30th,
2013},
series = {{CEUR} Workshop Proceedings},
volume = {1187},
pages = {40--45},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1187/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/ilp/NassifKBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NassifKBPSC13,
author = {Houssam Nassif and
Finn Kuusisto and
Elizabeth S. Burnside and
David Page and
Jude W. Shavlik and
V{\'{\i}}tor Santos Costa},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Score As You Lift {(SAYL):} {A} Statistical Relational Learning Approach
to Uplift Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {595--611},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_38},
doi = {10.1007/978-3-642-40994-3\_38},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NassifKBPSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/SantosNPMS12,
author = {Jos{\'{e}} Carlos Almeida Santos and
Houssam Nassif and
David Page and
Stephen H. Muggleton and
Michael J. E. Sternberg},
title = {Automated identification of protein-ligand interaction features using
Inductive Logic Programming: a hexose binding case study},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {162},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-162},
doi = {10.1186/1471-2105-13-162},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/SantosNPMS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/PerchaNLBR12,
author = {Bethany Percha and
Houssam Nassif and
Jafi A. Lipson and
Elizabeth S. Burnside and
Daniel L. Rubin},
title = {Automatic classification of mammography reports by {BI-RADS} breast
tissue composition class},
journal = {J. Am. Medical Informatics Assoc.},
volume = {19},
number = {5},
pages = {913--916},
year = {2012},
url = {https://doi.org/10.1136/amiajnl-2011-000607},
doi = {10.1136/AMIAJNL-2011-000607},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/PerchaNLBR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/NassifWPB12,
author = {Houssam Nassif and
Yirong Wu and
David Page and
Elizabeth S. Burnside},
title = {Logical Differential Prediction Bayes Net, improving breast cancer
diagnosis for older women},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-003-1.640625/f-001-1.640626/a-150-1.640778/a-151-1.640775},
timestamp = {Wed, 17 Apr 2024 11:48:03 +0200},
biburl = {https://dblp.org/rec/conf/amia/NassifWPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/NassifCMCSPBD12,
author = {Houssam Nassif and
Filipe Cunha and
In{\^{e}}s C. Moreira and
Ricardo Cruz{-}Correia and
Eliana Sousa and
David Page and
Elizabeth S. Burnside and
In{\^{e}}s de Castro Dutra},
title = {Extracting {BI-RADS} features from Portuguese clinical texts},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392613},
doi = {10.1109/BIBM.2012.6392613},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/NassifCMCSPBD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NassifCBP12,
author = {Houssam Nassif and
V{\'{\i}}tor Santos Costa and
Elizabeth S. Burnside and
David Page},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Relational Differential Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {617--632},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_45},
doi = {10.1007/978-3-642-33460-3\_45},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NassifCBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/NassifPASB10,
author = {Houssam Nassif and
David Page and
Mehmet Ayvaci and
Jude W. Shavlik and
Elizabeth S. Burnside},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {Uncovering age-specific invasive and {DCIS} breast cancer rules using
inductive logic programming},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {76--82},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883005},
doi = {10.1145/1882992.1883005},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ihi/NassifPASB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NassifWBASP09,
author = {Houssam Nassif and
Ryan W. Woods and
Elizabeth S. Burnside and
Mehmet Ayvaci and
Jude W. Shavlik and
David Page},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Information Extraction for Clinical Data Mining: {A} Mammography Case
Study},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {37--42},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.63},
doi = {10.1109/ICDMW.2009.63},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NassifWBASP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/NassifAKKP09,
author = {Houssam Nassif and
Hassan Al{-}Ali and
Sawsan Khuri and
Walid Keirouz and
David Page},
editor = {Luc De Raedt},
title = {An Inductive Logic Programming Approach to Validate Hexose Binding
Biochemical Knowledge},
booktitle = {Inductive Logic Programming, 19th International Conference, {ILP}
2009, Leuven, Belgium, July 02-04, 2009. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {5989},
pages = {149--165},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-13840-9\_14},
doi = {10.1007/978-3-642-13840-9\_14},
timestamp = {Sun, 25 Oct 2020 23:05:34 +0100},
biburl = {https://dblp.org/rec/conf/ilp/NassifAKKP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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