S. Amer-Yahia

Most-cited papers

Towards AI-Powered Data-Driven Education
S. Amer-Yahia
2022Proceedings of the VLDB Endowment34 citations
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From Large Language Models to Databases and Back: A Discussion on Research and Education
S. Amer-Yahia, A. Bonifati, Lei Chen, Guoliang Li +3 more
2023SIGMOD record33 citations Open access
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LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks
J. F. Rodrigues, M. Gutierrez, Gabriel Spadon, Bruno Brandoli +1 more
2021Information Sciences32 citations Open access
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Data management of AI-powered education technologies: Challenges and opportunities
Hassan Khosravi, S. Sadiq, S. Amer-Yahia
2023Journal of Learning Letters26 citations Open access
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Guided exploration of user groups
Mariia Seleznova, Behrooz Omidvar-Tehrani, S. Amer-Yahia, Eric Simon
2020Proceedings of the VLDB Endowment25 citations Open access
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Incremental Density-Based Clustering on Multicore Processors
S. T. Mai, Jon Jacobsen, S. Amer-Yahia, I. Spence +3 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence23 citations Open access
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Guided Exploration of Data Summaries
Brit Youngmann, S. Amer-Yahia, Aurélien Personnaz
2022Proceedings of the VLDB Endowment22 citations Open access
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DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning
Aurélien Personnaz, S. Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius +1 more
2021International Conference on Information and Knowledge Management22 citations
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DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods
Bruno Brandoli, Gabriel Spadon, T. Esau, Patrick J. Hennessy +3 more
2020Computers and Electronics in Agriculture20 citations Open access
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Research response to coronavirus disease 2019 needed better coordination and collaboration: a living mapping of registered trials
V. T. Nguyen, P. Rivière, P. Ripoll, J. Barnier +58 more
2020Journal of Clinical Epidemiology20 citations Open access
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An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening
J. F. Rodrigues, J. Pépin, Lorraine Goeuriot, S. Amer-Yahia
2020International Conference on Information and Knowledge Management19 citations Open access
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Making AI Machines Work for Humans in FoW
S. Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima +25 more
2020SIGMOD record16 citations Open access
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Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning
Aurélien Personnaz, S. Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius +1 more
2021aiDM@SIGMOD15 citations Open access
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User-Driven Geolocated Event Detection in Social Media
Anes Bendimerad, Marc Plantevit, C. Robardet, S. Amer-Yahia
2019IEEE Transactions on Knowledge and Data Engineering15 citations Open access
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On Efficient Approximate Queries over Machine Learning Models
Dujian Ding, S. Amer-Yahia, L. Lakshmanan
2022Proceedings of the VLDB Endowment14 citations Open access
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Task Assignment Strategies for Crowd Worker Ability Improvement
Masaki Matsubara, R. M. Borromeo, S. Amer-Yahia, Atsuyuki Morishima
2021Proc. ACM Hum. Comput. Interact.14 citations Open access
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User Group Analytics Survey and Research Opportunities
Behrooz Omidvar-Tehrani, S. Amer-Yahia
2020IEEE Transactions on Knowledge and Data Engineering13 citations Open access
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How Useful is Meta-Recommendation? An Empirical Investigation
Nassim Bouarour, Idir Benouaret, S. Amer-Yahia
20212021 IEEE International Conference on Big Data (Big Data)12 citations
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DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification
Daniel M. Lima, J. F. Rodrigues-Jr, Bruno Brandoli, Lorraine Goeuriot +1 more
2021SN Computer Science12 citations
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INODE
S. Amer-Yahia, Georgia Koutrika, Frédéric B. Bastian, Theofilos Belmpas +24 more
2021SIGMOD record12 citations
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Diversifying recommendations on sequences of sets
Sepideh Nikookar, M. Esfandiari, R. M. Borromeo, Paras Sakharkar +2 more
2022The VLDB journal11 citations Open access
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Model reusability in Reinforcement Learning
Sepideh Nikookar, Sohrab Namazi Nia, Senjuti Basu Roy, S. Amer-Yahia +1 more
2025The VLDB journal10 citations Open access
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Exploring Ratings in Subjective Databases
S. Amer-Yahia, Tova Milo, Brit Youngmann
2021SIGMOD Conference10 citations Open access
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Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques
Alexander Ylnner Choquenaira Florez, L. C. Scabora, S. Amer-Yahia, Jose F. Rodrigues
20202020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)10 citations
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Multi-Session Diversity to Improve User Satisfaction in Web Applications
M. Esfandiari, R. M. Borromeo, Sepideh Nikookar, Paras Sakharkar +2 more
2021The Web Conference9 citations Open access
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Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls
J. F. Rodrigues, Gabriel Spadon, Bruno Brandoli, S. Amer-Yahia
2019arXiv.org9 citations
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Guided SQL-Based Data Exploration with User Feedback
Antonis Mandamadiotis, Georgia Koutrika, S. Amer-Yahia
2024IEEE International Conference on Data Engineering8 citations
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Guided Text-based Item Exploration
Behrooz Omidvar-Tehrani, Aurélien Personnaz, S. Amer-Yahia
2022International Conference on Information and Knowledge Management8 citations Open access
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Intelligent Agents for Data Exploration
S. Amer-Yahia
2024Proceedings of the VLDB Endowment7 citations Open access
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Guided Task Planning Under Complex Constraints
Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, S. Amer-Yahia +1 more
2022IEEE International Conference on Data Engineering7 citations
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Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts
Jamil Zaghir, J. F. Rodrigues-Jr, Lorraine Goeuriot, S. Amer-Yahia
2021Journal of Healthcare Informatics Research7 citations Open access
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DashBot: An ML-Guided Dashboard Generation System
Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour +1 more
2021International Conference on Information and Knowledge Management7 citations
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DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection
J. F. Rodrigues, Bruno Brandoli, S. Amer-Yahia
20202020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)7 citations Open access
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Fairness of Scoring in Online Job Marketplaces
Shady Elbassuoni, S. Amer-Yahia, Ahmad Ghizzawi
2020Trans. Data Sci.7 citations Open access
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Tutorials at The Web Conference 2023
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, S. Amer-Yahia +92 more
2023The Web Conference6 citations Open access
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EDA4SUM: Guided Exploration of Data Summaries
Aurélien Personnaz, Brit Youngmann, S. Amer-Yahia
2022Proceedings of the VLDB Endowment6 citations Open access
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Fairness in Online Jobs: A Case Study on TaskRabbit and Google
S. Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, R. M. Borromeo +2 more
2020International Conference on Extending Database Technology6 citations Open access
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Interactive Generation and Customization of Travel Packages for Individuals and Groups
S. Amer-Yahia, R. M. Borromeo, Shady Elbassuoni, Behrooz Omidvar-Tehrani +1 more
2020IUI Companion6 citations
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Data Narration for the People: Challenges and Opportunities
S. Amer-Yahia, Patrick Marcel, V. Peralta
2023International Conference on Extending Database Technology5 citations
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A generic framework for efficient computation of top-k diverse results
Md Mouinul Islam, Mahsa Asadi, S. Amer-Yahia, Senjuti Basu Roy
2022The VLDB journal5 citations Open access
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Towards Reliable Conversational Data Analytics
S. Amer-Yahia, Jasmina Bogojeska, R. Facchinetti, Valeria Franceschi +11 more
2025International Conference on Extending Database Technology4 citations
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Designing the evaluation of operator-enabled interactive data exploration in VALIDE
Yogendra Patil, S. Amer-Yahia, S. Subramanian
2022HILDA@SIGMOD4 citations
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SoCRATe: A Recommendation System with Limited-Availability Items
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci +2 more
2022International Conference on Information and Knowledge Management4 citations Open access
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SubDEx: Exploring Ratings in Subjective Databases
S. Amer-Yahia, Tova Milo, Brit Youngmann
2021IEEE International Conference on Data Engineering4 citations Open access
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Visual exploration of rating datasets and user groups
Fabian Colque Zegarra, Juan C. Carbajal Ipenza, Behrooz Omidvar-Tehrani, Viviane P. Moreira +2 more
2020Future generations computer systems4 citations Open access
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Cohort analytics: efficiency and applicability
Behrooz Omidvar-Tehrani, S. Amer-Yahia, L. Lakshmanan
2020The VLDB journal4 citations
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A Comparative Evaluation of Top-N Recommendation Algorithms: Case Study with Total Customers
Idir Benouaret, S. Amer-Yahia
20202020 IEEE International Conference on Big Data (Big Data)4 citations
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Recommending Deployment Strategies for Collaborative Tasks
Dong Wei, Senjuti Basu Roy, S. Amer-Yahia
2020SIGMOD Conference4 citations Open access
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Optimizing Neighborhoods for Fair Top-N Recommendation
Stavroula Eleftherakis, Georgia Koutrika, S. Amer-Yahia
2024User Modeling, Adaptation, and Personalization3 citations Open access
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Adaptive Test Recommendation for Mastery Learning
Nassim Bouarour, Idir Benouaret, C. D'Ham, S. Amer-Yahia
2023DataEd@SIGMOD3 citations
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