Publications
Peer-reviewed research from QCAI, published in leading international venues.
2022
1 publicationsAI for Disease Analysis2022
Genetic predisposition to cancer across people of different ancestries in Qatar: a population-based, cohort study
Mohamad Saad, Younes Mokrab, Najeeb Halabi, Jingxuan Shan, Rozaimi Razali, Khalid Kunji, Najeeb Syed, Ramzi Temanni, Murugan Subramanian, Michele Ceccarelli, Said I Ismail, Wadha Al-Muftah, Radja Badji, Hamdi Mbarek, Dima Darwish, Tasnim Fadl, Heba Yasin, Maryem Ennaifar, Rania Abdellatif, Fatima Alkuwari, Muhammad Alvi, Yasser Al-Sarraj, Chadi Saad, Eleni Fethnou, Fatima Qafoud, Eiman Alkhayat, Nahla Afifi, Sara Tomei, Wei Liu, Stephan Lorenz, Najeeb Syed, Hakeem Almabrazi, Fazulur R Vempalli, Ramzi Temanni, Tariq Abu Saqri, Mohammedhusen Khatib, Mehshad Hamza, Tariq Abu Zaid, Ahmed El Khouly, Tushar Pathare, Shafeeq Poolat, Rashid Al-Ali, Omar Albagha, Souhaila Al-Khodor, Mashael Alshafai, Ramin Badii, Lotfi Chouchane, Xavier Estivill, Khalid Fakhro, Hamdi Mbarek, Younes Mokrab, Jithesh V Puthen, Karsten Suhre, Zohreh Tatari, Arash Rafii Tabrizi, Davide Bedognetti, Lotfi Chouchane — The Lancet Oncology (2022)
2021
4 publicationsAI & Data Discovery2021
RPT: relational pre-trained transformer is almost all you need towards democratizing data preparation
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani — Proceedings of the VLDB Endowment (2021)
AI & 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)
AI-Human Interaction2021
Data-driven personas
Bernard J. Jansen, Joni Salminen, Soon-gyo Jung, Kathleen Guan — Springer Nature (2021)
AI for Disease Analysis2021
Germline genetic contribution to the immune landscape of cancer
Rosalyn W. Sayaman, Mohamad Saad, Vésteinn Thorsson, Donglei Hu, Wouter Hendrickx, Jessica Roelands, Eduard Porta-Pardo, Younes Mokrab, Farshad Farshidfar, Tomas Kirchhoff, Randy F. Sweis, Oliver F. Bathe, Carolina Heimann, Michael J. Campbell, Cynthia Stretch, Scott Huntsman, Rebecca E. Graff, Najeeb Syed, Laszlo Radvanyi, Simon Shelley, Denise Wolf, Francesco M. Marincola, Michele Ceccarelli, Jérôme Galon, Elad Ziv, Davide Bedognetti Immunity — Immunity (2021)
2020
3 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)
AI for Drug Suitability2020
Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences
Zhen Chen, Pei Zhao, Fuyi Li, Yanan Wang, A. Ian Smith, Geoffrey I. Webb, Tatsuya Akutsu, Abdelkader Baggag, Halima Bensmail, Jiangning Song — Briefings in Bioinformatics (2020)
AI for Drug Suitability2020
BCrystal: An interpretable sequence-based protein crystallization predictor
Abdurrahman Elbasir, Raghvendra Mall, Khalid Kunji, Reda Rawi, Zeyaul Islam, Gwo Yu Chuang, Prasanna R. Kolatkar, Halima Bensmail Bioinformatics — Bioinformatics (2020)
2019
2 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)
AI for Drug Suitability2019
DeepCrystal: A Deep Learning Framework for Sequence-based Protein Crystallization Prediction
Abdurrahman Elbasir, Balasubramanian Moovarkumudalvan, Khalid Kunji, Prasanna R. Kolatkar, Halima Bensmail, Raghvendra Mall — IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2019)
2018
7 publicationsAI for Disease Analysis2018
Comparison and assessment of family- and population-based genotype imputation methods in large pedigrees
Ehsan Ullah, Raghvendra Mall, Mostafa M. Abbas, Khalid Kunji, Alejandro Q. Nato, Halima Bensmail, Ellen M. Wijsman, Mohamad Saad — Genome Research (2018)
AI & Data Discovery2018
DeepER–Deep Entity Resolution
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty, Mourad Ouzzani, Nan Tang — Proceedings of the VLDB Endowment (2018)
AI-Human Interaction2018
Automatically Conceptualizing Social Media Analytics Data via Personas
Soon-gyo Jung, Joni Salminen, Jisun An, Haewoon Kwak, Bernard Jansen — Proceedings of the International AAAI Conference on Web and Social Media (2018)
AI-Human Interaction2018
Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race
Soon-gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard Jansen — Proceedings of the International AAAI Conference on Web and Social Media (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)
Humanitarian AI2018
CrisisMMD: Multimodal twitter datasets from natural disasters
Firoj Alam, Ferda Ofli, Muhammad Imran — Proceedings of the international AAAI conference on web and social media (2018)
AI for Drug Suitability2018
RGBM: Regularized gradient boosting machines for identification of the transcriptional regulators of discrete glioma subtypes
Raghvendra Mall, Luigi Cerulo, Luciano Garofano, Veronique Frattini, Khalid Kunji, Halima Bensmail, Thais S. Sabedot, Houtan Noushmehr, Anna Lasorella, Antonio Iavarone, Michele Ceccarelli — Nucleic Acids Research (2018)
2017
2 publicationsAI-Human Interaction2017
Automatic Persona Generation (APG)
Soon-gyo Jung, Joni Salminen, Haewoon Kwak, Jisun An, Bernard J. Jansen — Proceedings of the 2018 Conference on Human Information Interaction&Retrieval – CHIIR '18 (2017)
AI-Human Interaction2017
Persona Generation from Aggregated Social Media Data
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Moeed Ahmad, Lene Nielsen, Bernard J. Jansen — Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (2017)
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)
61–80 of 81 publications
