Publications / AI Foundations and systems
AI Foundations and systems
Peer-reviewed research from QCAI, published in leading international venues.
2021
1 publicationsAI & Data Discovery2021
Deep Learning for Blocking in Entity Matching: A Design Space Exploration
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty, Mourad Ouzzani, Nan Tang — Proceedings of the VLDB Endowment (2021)
2020
1 publicationsAI Foundational Optimizations2020
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction
Benoît Colange, Jaakko Peltonen, Michael Aupetit, Denys Dutykh, Sylvain Lespinats — Proceedings of NeurIPS (2020)
2019
1 publicationsAI Foundational Optimizations2019
Toward Perception-Based Evaluation of Clustering Techniques for Visual Analytics
Michael Aupetit, Michael Sedlmair, Mostafa M. Abbas, Abdelkader Baggag, Halima Bensmail — Proceedings of the IEEE Visualization Conference (2019)
2018
2 publicationsAI & Data Discovery2018
DeepER–Deep Entity Resolution
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty, Mourad Ouzzani, Nan Tang — Proceedings of the VLDB Endowment (2018)
AI Foundational Optimizations2018
Multidimensional Projection for Visual Analytics: Linking Techniques with Distortions, Tasks, and Layout Enrichment
Luis Gustavo Nonato, Michael Aupetit — IEEE Transactions on Visualization and Computer Graphics (2018)
2016
1 publicationsAI & Data Discovery2016
Rayyan—a web and mobile app for systematic reviews
Mourad Ouzzani, Hossam Hammady, Zbys Fedorowicz, Ahmed Elmagarmid — Systematic Reviews (2016)
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