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ORCIDBibTeX records: Ansaf Salleb-Aouissi
@article{DBLP:journals/corr/abs-2312-10067,
author = {Uzay Macar and
Blake Castleman and
Noah Mauchly and
Michael Jiang and
Asma Aouissi and
Salma Aouissi and
Xena Maayah and
Kaan Erdem and
Rohith Ravindranath and
Andrea Clark{-}Sevilla and
Ansaf Salleb{-}Aouissi},
title = {Teenagers and Artificial Intelligence: Bootcamp Experience and Lessons
Learned},
journal = {CoRR},
volume = {abs/2312.10067},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10067},
doi = {10.48550/ARXIV.2312.10067},
eprinttype = {arXiv},
eprint = {2312.10067},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LinSH22,
author = {Yun Chao Lin and
Ansaf Salleb{-}Aouissi and
Thomas Hooven},
title = {Interpretable prediction of necrotizing enterocolitis from machine
learning analysis of premature infant stool microbiota},
journal = {{BMC} Bioinform.},
volume = {23},
number = {1},
pages = {104},
year = {2022},
url = {https://doi.org/10.1186/s12859-022-04618-w},
doi = {10.1186/S12859-022-04618-W},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/LinSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07432,
author = {Sebastian Salazar and
Samuel Denton and
Ansaf Salleb{-}Aouissi},
title = {Counterfactual Explanations for Support Vector Machine Models},
journal = {CoRR},
volume = {abs/2212.07432},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07432},
doi = {10.48550/ARXIV.2212.07432},
eprinttype = {arXiv},
eprint = {2212.07432},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XingSV21,
author = {Hengrui Xing and
Ansaf Salleb{-}Aouissi and
Nakul Verma},
title = {Automated Symbolic Law Discovery: {A} Computer Vision Approach},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {660--668},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16146},
doi = {10.1609/AAAI.V35I1.16146},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XingSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/HoovenLS20,
author = {Thomas Hooven and
Yun Chao Lin and
Ansaf Salleb{-}Aouissi},
editor = {Marzyeh Ghassemi},
title = {Multiple instance learning for predicting necrotizing enterocolitis
in premature infants using microbiome data},
booktitle = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
pages = {99--109},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368555.3384466},
doi = {10.1145/3368555.3384466},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/HoovenLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03372,
author = {Samuel Marc Denton and
Ansaf Salleb{-}Aouissi},
title = {A Weighted Solution to {SVM} Actionability and Interpretability},
journal = {CoRR},
volume = {abs/2012.03372},
year = {2020},
url = {https://arxiv.org/abs/2012.03372},
eprinttype = {arXiv},
eprint = {2012.03372},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/VovshaSRKRRRHDT16,
author = {Ilia Vovsha and
Ansaf Salleb{-}Aouissi and
Anita Raja and
Thomas Koch and
Alex Rybchuk and
Axinia Radeva and
Ashwath Rajan and
Yiwen Huang and
Hatim Diab and
Ashish Tomar and
Ronald J. Wapner},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Using Kernel Methods and Model Selection for Prediction of Preterm
Birth},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {55--72},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Vovsha16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/VovshaSRKRRRHDT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhattakS16,
author = {Faiza Khan Khattak and
Ansaf Salleb{-}Aouissi},
title = {Toward a Robust Crowd-labeling Framework using Expert Evaluation and
Pairwise Comparison},
journal = {CoRR},
volume = {abs/1607.02174},
year = {2016},
url = {http://arxiv.org/abs/1607.02174},
eprinttype = {arXiv},
eprint = {1607.02174},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhattakS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VovshaSRKRRRHDT16,
author = {Ilia Vovsha and
Ansaf Salleb{-}Aouissi and
Anita Raja and
Thomas Koch and
Alex Rybchuk and
Axinia Radeva and
Ashwath Rajan and
Yiwen Huang and
Hatim Diab and
Ashish Tomar and
Ronald J. Wapner},
title = {Using Kernel Methods and Model Selection for Prediction of Preterm
Birth},
journal = {CoRR},
volume = {abs/1607.07959},
year = {2016},
url = {http://arxiv.org/abs/1607.07959},
eprinttype = {arXiv},
eprint = {1607.07959},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VovshaSRKRRRHDT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorettiMS15,
author = {Antonio Moretti and
Kathy McKnight and
Ansaf Salleb{-}Aouissi},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Application of Sentiment and Topic Analysis to Teacher Evaluation
Policy in the {U.S}},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {628--629},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/poster628-629.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/MorettiMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ruleml/Salleb-AouissiV15,
author = {Ansaf Salleb{-}Aouissi and
Christel Vrain and
Daniel Cassard},
editor = {Nick Bassiliades and
Georg Gottlob and
Fariba Sadri and
Adrian Paschke and
Dumitru Roman},
title = {Learning Characteristic Rules in Geographic Information Systems},
booktitle = {Rule Technologies: Foundations, Tools, and Applications - 9th International
Symposium, RuleML 2015, Berlin, Germany, August 2-5, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9202},
pages = {431--444},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21542-6\_28},
doi = {10.1007/978-3-319-21542-6\_28},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/ruleml/Salleb-AouissiV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/VovshaRSRRDTW14,
author = {Ilia Vovsha and
Ashwath Rajan and
Ansaf Salleb{-}Aouissi and
Anita Raja and
Axinia Radeva and
Hatim Diab and
Ashish Tomar and
Ronald J. Wapner},
title = {Predicting Preterm Birth Is Not Elusive: Machine Learning Paves the
Way to Individual Wellness},
booktitle = {2014 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 24-26, 2014},
publisher = {{AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS14/paper/view/7694},
timestamp = {Wed, 14 Nov 2018 14:23:12 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/VovshaRSRRDTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Salleb-AouissiVNKRC13,
author = {Ansaf Salleb{-}Aouissi and
Christel Vrain and
Cyril Nortet and
Xiangrong Kong and
Vivek Rathod and
Daniel Cassard},
title = {QuantMiner for mining quantitative association rules},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3153--3157},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567762},
doi = {10.5555/2567709.2567762},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Salleb-AouissiVNKRC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TreposSCMG13,
author = {Ronan Trepos and
Ansaf Salleb{-}Aouissi and
Marie{-}Odile Cordier and
V{\'{e}}ronique Masson and
Chantal Gascuel{-}Odoux},
title = {Building actions from classification rules},
journal = {Knowl. Inf. Syst.},
volume = {34},
number = {2},
pages = {267--298},
year = {2013},
url = {https://doi.org/10.1007/s10115-011-0466-5},
doi = {10.1007/S10115-011-0466-5},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TreposSCMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KhattakS13,
author = {Faiza Khan Khattak and
Ansaf Salleb{-}Aouissi},
editor = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier and
Tomoyuki Higuchi},
title = {Robust Crowd Labeling Using Little Expertise},
booktitle = {Discovery Science - 16th International Conference, {DS} 2013, Singapore,
October 6-9, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8140},
pages = {94--109},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40897-7\_7},
doi = {10.1007/978-3-642-40897-7\_7},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/KhattakS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lre/PassonneauBSI12,
author = {Rebecca J. Passonneau and
Vikas Bhardwaj and
Ansaf Salleb{-}Aouissi and
Nancy Ide},
title = {Multiplicity and word sense: evaluating and learning from multiply
labeled word sense annotations},
journal = {Lang. Resour. Evaluation},
volume = {46},
number = {2},
pages = {219--252},
year = {2012},
url = {https://doi.org/10.1007/s10579-012-9188-x},
doi = {10.1007/S10579-012-9188-X},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lre/PassonneauBSI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RudinWABSCDGHI12,
author = {Cynthia Rudin and
David L. Waltz and
Roger Anderson and
Albert Boulanger and
Ansaf Salleb{-}Aouissi and
Maggie Chow and
Haimonti Dutta and
Philip Gross and
Bert Huang and
Steve Ierome},
title = {Machine Learning for theNew York City Power Grid},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {2},
pages = {328--345},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.108},
doi = {10.1109/TPAMI.2011.108},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RudinWABSCDGHI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/KhattakS12,
author = {Faiza Khan Khattak and
Ansaf Salleb{-}Aouissi},
title = {Improving Crowd Labeling through Expert Evaluation},
booktitle = {Wisdom of the Crowd, Papers from the 2012 {AAAI} Spring Symposium,
Palo Alto, California, USA, March 26-28, 2012},
series = {{AAAI} Technical Report},
volume = {{SS-12-06}},
publisher = {{AAAI}},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS12/paper/view/4338},
timestamp = {Wed, 25 Sep 2013 15:50:46 +0200},
biburl = {https://dblp.org/rec/conf/aaaiss/KhattakS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RudinLSKM11,
author = {Cynthia Rudin and
Benjamin Letham and
Ansaf Salleb{-}Aouissi and
Eugene Kogan and
David Madigan},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Sequential Event Prediction with Association Rules},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {615--634},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/rudin11a/rudin11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinLSKM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acllaw/BhardwajPSI10,
author = {Vikas Bhardwaj and
Rebecca J. Passonneau and
Ansaf Salleb{-}Aouissi and
Nancy Ide},
editor = {Nianwen Xue and
Massimo Poesio},
title = {Anveshan: {A} Framework for Analysis of Multiple Annotators' Labeling
Behavior},
booktitle = {Proceedings of the Fourth Linguistic Annotation Workshop, {LAW} 2010,
Uppsala, Sweden, July 15-16, 2010},
pages = {47--55},
publisher = {Association for Computational Linguistics},
year = {2010},
url = {https://aclanthology.org/W10-1806/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acllaw/BhardwajPSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DuttaWRGSDPSE10,
author = {Haimonti Dutta and
David L. Waltz and
Karthik M. Ramasamy and
Philip Gross and
Ansaf Salleb{-}Aouissi and
Hatim Diab and
Manoj Pooleery and
Catherine A. Schevon and
Ronald Emerson},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {Patient-Specific Seizure Detection from Intra-cranial {EEG} Using
High Dimensional Clustering},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {782--787},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.119},
doi = {10.1109/ICMLA.2010.119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DuttaWRGSDPSE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/PassonneauSBI10,
author = {Rebecca J. Passonneau and
Ansaf Salleb{-}Aouissi and
Vikas Bhardwaj and
Nancy Ide},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Bente Maegaard and
Joseph Mariani and
Jan Odijk and
Stelios Piperidis and
Mike Rosner and
Daniel Tapias},
title = {Word Sense Annotation of Polysemous Words by Multiple Annotators},
booktitle = {Proceedings of the International Conference on Language Resources
and Evaluation, {LREC} 2010, 17-23 May 2010, Valletta, Malta},
publisher = {European Language Resources Association},
year = {2010},
url = {http://www.lrec-conf.org/proceedings/lrec2010/summaries/922.html},
timestamp = {Mon, 19 Aug 2019 15:22:48 +0200},
biburl = {https://dblp.org/rec/conf/lrec/PassonneauSBI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Salleb-AouissiHW09,
author = {Ansaf Salleb{-}Aouissi and
Bert Huang and
David L. Waltz},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Discovering Characterization Rules from Rankings},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {154--161},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.67},
doi = {10.1109/ICMLA.2009.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/Salleb-AouissiHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GrossSDB09,
author = {Philip Gross and
Ansaf Salleb{-}Aouissi and
Haimonti Dutta and
Albert Boulanger},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Ranking Electrical Feeders of the New York Power Grid},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {359--365},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.99},
doi = {10.1109/ICMLA.2009.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/GrossSDB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HuangSG09,
author = {Bert Huang and
Ansaf Salleb{-}Aouissi and
Philip Gross},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Alive on Back-feed Culprit Identification via Machine Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {725--730},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.104},
doi = {10.1109/ICMLA.2009.104},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/HuangSG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PassoneauSI09,
author = {Rebecca Passoneau and
Ansaf Salleb{-}Aouissi and
Nancy Ide},
editor = {Eneko Agirre and
Llu{\'{\i}}s M{\`{a}}rquez and
Richard Wicentowski},
title = {Making Sense of Word Sense Variation},
booktitle = {Proceedings of the Workshop on Semantic Evaluations: Recent Achievements
and Future Directions, SEW@NAACL-HLT 2009, Boulder, CO, USA, June
4, 2009},
pages = {2--9},
publisher = {Association for Computational Linguistics},
year = {2009},
url = {https://aclanthology.org/W09-2402/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PassoneauSI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HuangS09,
author = {Bert Huang and
Ansaf Salleb{-}Aouissi},
editor = {David A. Van Dyk and
Max Welling},
title = {Maximum Entropy Density Estimation with Incomplete Presence-Only Data},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {240--247},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/huang09a.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Salleb-AouissiHW08,
author = {Ansaf Salleb{-}Aouissi and
Bert Huang and
David L. Waltz},
editor = {Fabrice Guillet and
Brigitte Trousse},
title = {Vers des Machines {\`{a}} Vecteurs Support "Actionnables"
: Une Approche Fond{\'{e}}e sur le Classement},
booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-11}},
pages = {285--296},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2008},
url = {http://editions-rnti.fr/?inprocid=1000616},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Salleb-AouissiHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/Salleb-AouissiV07,
author = {Ansaf Salleb{-}Aouissi and
Christel Vrain},
title = {A Contribution to the Use of Decision Diagrams for Loading and Mining
Transaction Databases},
journal = {Fundam. Informaticae},
volume = {78},
number = {4},
pages = {575--594},
year = {2007},
url = {http://content.iospress.com/articles/fundamenta-informaticae/fi78-4-08},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/Salleb-AouissiV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Salleb-AouissiVN07,
author = {Ansaf Salleb{-}Aouissi and
Christel Vrain and
Cyril Nortet},
editor = {Manuela M. Veloso},
title = {QuantMiner: {A} Genetic Algorithm for Mining Quantitative Association
Rules},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {1035--1040},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/167.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Salleb-AouissiVN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/DuvalSV07,
author = {B{\'{e}}atrice Duval and
Ansaf Salleb and
Christel Vrain},
editor = {Fabrice Guillet and
Howard J. Hamilton},
title = {On the Discovery of Exception Rules: {A} Survey},
booktitle = {Quality Measures in Data Mining},
series = {Studies in Computational Intelligence},
volume = {43},
pages = {77--98},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-44918-8\_4},
doi = {10.1007/978-3-540-44918-8\_4},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/DuvalSV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TreposSCMG05,
author = {Ronan Trepos and
Ansaf Salleb and
Marie{-}Odile Cordier and
V{\'{e}}ronique Masson and
Chantal Gascuel},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Distance-Based Approach for Action Recommendation},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {425--436},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_41},
doi = {10.1007/11564096\_41},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/TreposSCMG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/NortetSTV05a,
author = {Cyril Nortet and
Ansaf Salleb{-}Aouissi and
Teddy Turmeaux and
Christel Vrain},
editor = {Jean{-}Marc Petit and
Nicole Vincent and
Florence Cloppet},
title = {Le r{\^{o}}le de l'utilisateur dans un processus d'extraction de r{\`{e}}gles
d'association},
booktitle = {Extraction des connaissances : Etat et perspectives (Ateliers de la
conf{\'{e}}rence EGC'2005)},
series = {{RNTI}},
volume = {{E-5}},
pages = {397--402},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2005},
url = {http://editions-rnti.fr/?inprocid=1000302},
timestamp = {Sun, 27 Apr 2014 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/NortetSTV05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/NortetSTV05,
author = {Cyril Nortet and
Ansaf Salleb and
Teddy Turmeaux and
Christel Vrain},
editor = {Suzanne Pinson and
Nicole Vincent},
title = {Extraction de r{\`{e}}gles d'association quantitatives - Application
{\`{a}} des donn{\'{e}}es m{\'{e}}dicales},
booktitle = {Extraction et gestion des connaissances (EGC'2005), Actes des cinqui{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Paris,
France, 18-21 janvier 2005, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-3}},
pages = {495--506},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2005},
url = {http://editions-rnti.fr/?inprocid=1000352},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/NortetSTV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/SallebV05,
author = {Ansaf Salleb and
Christel Vrain},
editor = {Mohand{-}Said Hacid and
Neil V. Murray and
Zbigniew W. Ras and
Shusaku Tsumoto},
title = {Estimation of the Density of Datasets with Decision Diagrams},
booktitle = {Foundations of Intelligent Systems, 15th International Symposium,
{ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3488},
pages = {688--697},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11425274\_71},
doi = {10.1007/11425274\_71},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/SallebV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/MaazouziSV04,
author = {Zahir Maazouzi and
Ansaf Salleb and
Christel Vrain},
editor = {Georges H{\'{e}}brail and
Ludovic Lebart and
Jean{-}Marc Petit},
title = {BoolLoader : un chargeur efficace d{\'{e}}di{\'{e}} aux
bases de transactions denses},
booktitle = {Extraction et gestion des connaissances (EGC'2004), Actes des quatri{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Clermont
Ferrand, France, 20-23 janvier 2004, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-2}},
pages = {71--82},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2004},
url = {http://editions-rnti.fr/?inprocid=1000898},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/MaazouziSV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/TurmeauxCSV03,
author = {Teddy Turmeaux and
Daniel Cassard and
Ansaf Salleb and
Christel Vrain},
editor = {Mohand{-}Said Hacid and
Yves Kodratoff and
Danielle Boulanger},
title = {Apprentissage de r{\`{e}}gles caract{\'{e}}ristiques},
booktitle = {Extraction et gestion des connaissances (EGC'2003), Actes des troisi{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Lyon,
France, 22-24 janvier 2003},
series = {Revue des Sciences et Technologies de l'Information - s{\'{e}}rie
{RIA} {ECA}},
volume = {17},
number = {1-3},
pages = {437--448},
publisher = {Hermes Science Publications},
year = {2003},
timestamp = {Thu, 02 Nov 2006 11:37:45 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/TurmeauxCSV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TurmeauxSVC03,
author = {Teddy Turmeaux and
Ansaf Salleb and
Christel Vrain and
Daniel Cassard},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Learning Characteristic Rules Relying on Quantified Paths},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {471--482},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_42},
doi = {10.1007/978-3-540-39804-2\_42},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TurmeauxSVC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SallebMV02,
author = {Ansaf Salleb and
Zahir Maazouzi and
Christel Vrain},
editor = {Frank van Harmelen},
title = {Mining maximal frequent itemsets by a boolean approach},
booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence,
ECAI'2002, Lyon, France, July 2002},
pages = {385--389},
publisher = {{IOS} Press},
year = {2002},
timestamp = {Mon, 03 Jan 2022 07:50:19 +0100},
biburl = {https://dblp.org/rec/conf/ecai/SallebMV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SallebV00,
author = {Ansaf Salleb and
Christel Vrain},
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {An Application of Association Rules Discovery to Geographic Information
Systems},
booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1910},
pages = {613--618},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5\_74},
doi = {10.1007/3-540-45372-5\_74},
timestamp = {Mon, 05 Feb 2024 20:31:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SallebV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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