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Acquiring Reliable Ratings from the Crowd

 Beatrice Valeri , Shady Elbassuoni , Sihem Amer-Yahia
AAAI Conference on Human Computation and Crowdsourcing, 2015, Rome, Italy
Communication dans un congrès hal-02002007v1
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Exploring Fairness of Ranking in Online Job Marketplaces

 Shady Elbassuoni , Sihem Amer-Yahia , Ahmad Ghizzawi , Christine El Atie
22nd International Conference on Extending Database Technology (EDBT), Mar 2019, Lisbone, Portugal. ⟨10.5441/002/edbt.2019.77⟩
Communication dans un congrès hal-02347137v1
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Recommending Deployment Strategies for Collaborative Tasks

 Dong Wei , Senjuti Basu Roy , Sihem Amer-Yahia
SIGMOD/PODS '20: International Conference on Management of Data, 2020, Portland (virtual), United States. pp.3-17, ⟨10.1145/3318464.3389719⟩
Communication dans un congrès hal-02972571v1
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An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening

 Jose Rodrigues , Jean-Louis Pepin , Lorraine Goeuriot , Sihem Amer-Yahia
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020, Virtual Event Ireland, France. pp.2709-2716, ⟨10.1145/3340531.3412686⟩
Communication dans un congrès hal-02972546v1
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Fairness of Scoring in Online Job Marketplaces

 Sihem Amer-Yahia , Shady Elbassuoni , Ahmad Ghizzawi
ACM/IMS Transactions on Data Science, 2020, 1 (4), pp.1-30. ⟨10.1145/3402883⟩
Article dans une revue hal-03183931v1
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LIG-Doctor: efficient patient trajectory prediction using Bidirectional Minimal Gated-Recurrent Networks

 Jose F Rodrigues-Jr , Marco A Gutierrez , Gabriel Spadon , Bruno Brandoli , Sihem Amer-Yahia
Information sciences, Information Sciences, 2021, ⟨10.1016/j.ins.2020.09.024⟩
Article dans une revue hal-03018704v1
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QeNoBi: A System for QuErying and miNing BehavIoral Patterns Authors' Copy

 Abdelouahab Chibah , Sihem Amer-Yahia , Laure Berti-Equille
2021 IEEE 37th International Conference on Data Engineering (ICDE), Apr 2021, Chania, France. pp.2673-2676, ⟨10.1109/ICDE51399.2021.00301⟩
Communication dans un congrès hal-03379587v1
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User Group Analytics Survey and Research Opportunities

 Behrooz Omidvar-Tehrani , Sihem Amer-Yahia
IEEE Transactions on Knowledge and Data Engineering, 2020, ⟨10.1109/TKDE.2019.2913651⟩
Article dans une revue hal-02972499v1
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DashBot: An ML-Guided Dashboard Generation System Authors' Copy

 Sandrine da Col , Radu Ciucanu , Marta Soare , Nassim Bouarour , Sihem Amer-Yahia
30th ACM International Conference on Information and Knowledge Management, Nov 2021, Queensland (in line), Australia
Communication dans un congrès hal-03379720v1

CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy

 Jose Rodrigues , Sebastien Bailly , Jean-Louis Pepin , Lorraine Goeuriot , Gabriel Spadon , et al.
Applied Sciences, 2022, 12 (15), pp.7618. ⟨10.3390/app12157618⟩
Article dans une revue hal-03869947v1

Composite Retrieval of Diverse and Complementary Bundles

 Sihem Amer-Yahia , Francesco Bonchi , Carlos Castillo , Esteban Feuerstein , Isabel Méndez-Díaz , et al.
IEEE Transactions on Knowledge and Data Engineering, 2014, 26 (11), pp.2662-2675
Article dans une revue hal-02000619v1

Health monitoring on social media over time

 Sumit Sidana , Sihem Amer-Yahia , Marianne Clausel , Majdeddine Rebai , Son Mai , et al.
IEEE Transactions on Knowledge and Data Engineering, 2018, 30 (8), pp.1467-1480. ⟨10.1109/TKDE.2018.2795606⟩
Article dans une revue hal-02000482v1

Guided Text-based Item Exploration

 Behrooz Omidvar-Tehrani , Aurelien Personnaz , Sihem Amer-Yahia
CIKM '22: The 31st ACM International Conference on Information and Knowledge Management, Oct 2022, Atlanta GA USA, France. pp.3410-3420, ⟨10.1145/3511808.3557141⟩
Communication dans un congrès hal-03897354v1
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Incremental Density-Based Clustering on Multicore Processors

 Son Mai , Jon Jacobsen , Sihem Amer-Yahia , Ivor Spence , Nhat-Phuong Tran , et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44 (3), pp.1338-1356. ⟨10.1109/TPAMI.2020.3023125⟩
Article dans une revue hal-04239831v1
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Fairness in Online Jobs: {A} Case Study on TaskRabbit and Google

 Sihem Amer-Yahia , Shady Elbassuoni , Ahmad Ghizzawi , Ria Mae Borromeo , Emilie Hoareau , et al.
International Conference on Extending Database Technologies (EDBT), 2020, Copenhagen, Denmark. ⟨10.5441/002/edbt.2020.62⟩
Communication dans un congrès hal-02972559v1
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Scalable Interactive Dynamic Graph Clustering on Multicore CPUs

 Son Mai , Sihem Amer-Yahia , Ira Assent , Mathias Skovgaard Birk , Martin Storgaard Dieu , et al.
IEEE Transactions on Knowledge and Data Engineering, 2019, 31 (7), pp.1239-1252. ⟨10.1109/TKDE.2018.2828086⟩
Article dans une revue hal-02972587v1
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Who Tags What? An Analysis Framework

 Mahashweta Das , Saravanan Thirumuruganathan , Sihem Amer-Yahia , Gautam Das , Cong Yu
Proceedings of the VLDB Endowment (PVLDB), 2012, 5 (11), pp.1567-1578
Article dans une revue hal-00922883v1

Crowd-Sourcing Literature Review in SUNFLOWER

 Sihem Amer-Yahia
Invited talk in 1st International Workshop on Crowdsourcing Web Search (CrowdSearch) in conjunction with WWW, 2012, Lyon, France, France
Communication dans un congrès hal-01002703v1

Profile Diversity for P2P Search and Recommendation

 Maximilien Servajean , Esther Pacitti , Sihem Amer-Yahia , Amr El Abbadi , Pascal Neveu
RR-13017, Lirmm, University of Montpellier. 2013
Rapport lirmm-00829308v1
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The ever evolving online labor market : Overview, Challenges and Opportunities

 Sihem Amer-Yahia , Senjuti Basu Roy
45th International Conference on Very Large Data Bases 2019, Aug 2019, Los Angeles, France. pp.1978-1981, ⟨10.14778/3352063.3352114⟩
Communication dans un congrès hal-02347299v1

Exploring Rated Datasets with Rating Maps

 Sihem Amer-Yahia , Sofia Kleisarchaki , Naresh Kumar Kolloju , Laks V.S. Lakshmanan , Ruben Zamar
the 26th International Conference, Apr 2017, Perth, France. pp.1411-1419
Communication dans un congrès hal-02000539v1
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A Bi-Objective Approach for Product Recommendations

 Idir Benouaret , Sihem Amer-Yahia , Christiane Kamdem-Kengne , Jalil Chagraoui
2019 IEEE International Conference on Big Data (Big Data), Dec 2019, Los Angeles, France. pp.2159-2168, ⟨10.1109/BigData47090.2019.9006503⟩
Communication dans un congrès hal-02972603v1

Faut-il avoir peur des algorithmes ?

 Sihem Amer-Yahia , Juliette Sénéchal , Amélie Favreau
Mokrane Bouzeghoub; Jamal Daafouz; Christian Jutten. Vers le cyber-monde : humain et numérique en interaction, CNRS éditions, pp.216-226, 2020, 978-2-271-13459-2
Chapitre d'ouvrage hal-03137950v1
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An Efficient Greedy Algorithm for Sequence Recommendation

 Idir Benouaret , Sihem Amer-Yahia , Senjuti Basu Roy
Database and Expert Systems Applications, 2020, Linz, Austria. ⟨10.1007/978-3-030-27615-7⟩
Communication dans un congrès hal-02972654v1
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GroupTravel: Customizing Travel Packages for Groups

 Sihem Amer-Yahia , Shady Elbassuoni , Behrooz Omidvar-Tehrani , Ria Mae Borromeo , Mehrdad Farokhnejad
22nd International Conference on Extending Database Technology (EDBT), Mar 2019, Lisbonne, Portugal. ⟨10.5441/002/edbt.2019.13⟩
Communication dans un congrès hal-02347110v1
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Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers

 Idir Benouaret , Sihem Amer-Yahia , Senjuti Basu Roy , Christiane Kamdem-Kengne , Jalil Chagraoui
Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2020, pp.160-193. ⟨10.1007/978-3-662-62271-1_6⟩
Article dans une revue hal-02960154v1
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Visual exploration of rating datasets and user groups

 Fabian Colque Zegarra , Juan Carbajal Ipenza , Behrooz Omidvar-Tehrani , Viviane Moreira , Sihem Amer-Yahia , et al.
Future Generation Computer Systems, 2020, 105, pp.547-561. ⟨10.1016/j.future.2019.12.011⟩
Article dans une revue hal-02972524v1
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EDA4SUM: Guided Exploration of Data Summaries

 Aurélien Personnaz , Brit Youngmann , Sihem Amer-Yahia
Proceedings of the VLDB Endowment (PVLDB), 2022, 15 (12), pp.3590-3593. ⟨10.14778/3554821.3554851⟩
Article dans une revue hal-04239860v1

Querying Temporal Drifts at Multiple Granularities

 Sofia Kleisarchaki , Sihem Amer-Yahia , Ahlame Douzal-Chouakria , Vassilis Christophides
CIKM 2015, Oct 2015, Melbourne, Australia
Communication dans un congrès hal-01208397v1
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Profile Diversity in Search and Recommendation

 Maximilien Servajean , Esther Pacitti , Sihem Amer-Yahia , Pascal Neveu
SRS 2013 - 4th International Workshop on Social Recommender Systems, May 2013, Rio de Janeiro, Brazil. pp.973-980, ⟨10.1145/2487788.2488094⟩
Communication dans un congrès lirmm-00806676v1
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