Publications
Peer-reviewed research from QCAI, published in leading international venues.
2024
6 publicationsAI Foundational Optimizations2024
S²AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla — ICLR (2024)
Humanitarian AI2024
(Won Deployed Application Award) Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping.
Zainab Akhtar, Umair Qazi, Aya El-Sakka, Rizwan Sadiq, Ferda Ofli, Muhammad Imran — AAAI Conference on Artificial Intelligence (2024)
AI for Disease Analysis2024
Genetic Susceptibility to Arrhythmia Phenotypes in a Middle Eastern Cohort of 14,259 Whole-Genome Sequenced Individuals
Fatima Qafoud, Mohamed Elshrif, Khalid Kunji, Asma Althani, Amar Salam, Jassim Al Suwaidi, Nidal Asaad, Dawood Darbar, Mohamad Saad — Journal of Clinical Medicine (2024)
AI-Human Interaction2024
Identifying and converting questions into statements
Jim Jansen, Soon-gyo Jung — United States Patent and Trademark Office (2024)
AI-Human Interaction2024
Rendering survey responses as personas
Soon-gyo Jung, Jim Jansen, Joni Salminem, Hind Almerekhi — United States Patent and Trademark Office (2024)
AI Foundational Optimizations2024
A pragmatic perspective on AI transparency at workplace
Ghanim Al-Sulaiti, Mohammad Amin Sadeghi, Lokendra Chauhan, Ji Lucas, Sanjay Chawla, Ahmed Elmagarmid — AI and Ethics (2024)
2023
9 publicationsAI for Drug Suitability2023
Multi-omics and machine learning reveal context-specific gene regulatory activities of PML::RARA in acute promyelocytic leukemia
William Villiers, Audrey Kelly, Xiaohan He, James Kaufman-Cook, Abdurrahman Elbasir, Halima Bensmail, Paul Lavender, Richard Dillon, Borbála Mifsud, Cameron S. Osborne — Nature Communications (2023)
AI Foundational Optimizations2023
Classes are Not Clusters: Improving Label-Based Evaluation of Dimensionality Reduction
Hyeon Jeon, Yun-Hsin Kuo, Michael Aupetit, Kwan-Liu Ma, Jinwook Seo — IEEE Transactions on Visualization and Computer Graphics (2023)
AI-Human Interaction2023
Measuring Engagement Through Remote Interactions of Customers: Introducing METRIC
Jinan Y. Azem, Joni Salminen, Soon-gyo Jung, Bernard J. Jansen International Symposium on Networks, Computers and — Communications (ISNCC) (2023)
AI-Human Interaction2023
Employing large language models in survey research
Bernard J. Jansen, Soon-gyo Jung, Joni Salminen Natural Language Processing — Journal (2023)
AI-Human Interaction2023
Understanding Audiences, Customers, and Users via Analytics
Bernard J. Jansen, Kholoud K. Aldous, Joni Salminen, Hind Almerekhi, Soon-gyo Jung — Springer International Publishing AG (2023)
AI & Data Discovery2023
Cross Modal Data Discovery over Structured and Unstructured Data Lakes
Mohamed Y. Eltabakh, Mayuresh Kunjir, Ahmed Elmagarmid, Mohammad Shahmeer Ahmad — Proceedings of the VLDB Endowment (2023)
Humanitarian AI2023
Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods
Zainab Akhtar, Umair Qazi, Rizwan Sadiq, Aya El-Sakka, Muhammad Sajjad, Ferda Ofli, WWW — Proceedings of the ACM Web Conference 2023 (2023)
Humanitarian AI2023
Incidents1M: A Large-Scale Dataset of Images with Natural Disasters, Damage, and Incidents
Ethan Weber, Dim P. Papadopoulos, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba — IEEE Transactions on Pattern Analysis and Machine Intelligence (2023)
AI for Drug Suitability2023
OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values
Edin Salkovic, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail*, Mohammad Amin — Sadeghi Bioinformatics (2023)
2022
5 publicationsAI for Disease Analysis2022
Validation of Polygenic Risk Scores for Coronary Heart Disease in a Middle Eastern Cohort Using Whole Genome Sequencing
Mohamad Saad, Ayman El-Menyar, Khalid Kunji, Ehsan Ullah, Jassim Al Suwaidi, Iftikhar J — Kullo Circulation: Genomic and Precision Medicine (2022)
AI for Disease Analysis2022
Including diverse and admixed populations in genetic epidemiology research
Amke Caliebe, Fasil Tekola‐Ayele, Burcu F. Darst, Xuexia Wang, Yeunjoo E. Song, Jiang Gui, Ronnie A. Sebro, David J. Balding, Mohamad Saad, Marie‐Pierre Dubé — Genetic Epidemiology (2022)
AI-Human Interaction2022
Method and system for rapid analysis of customer information
Jim Jansen, Soon-gyo Jung, Joni Salminen — United States Patent and Trademark Office (2022)
AI-Human Interaction2022
Method of demographic information generation from name
Jim Jansen, Soon-gyo Jung, Joni Salminen — United States Patent and Trademark Office (2022)
AI for Disease Analysis2022
Untargeted Metabolomics Profiling Reveals Perturbations in Arginine-NO Metabolism in Middle Eastern Patients with Coronary Heart Disease
Ehsan Ullah, Ayman El-Menyar, Khalid Kunji, Reem Elsousy, Haira R. B. Mokhtar, Eiman Ahmad, Maryam Al-Nesf, Alka Beotra, Mohammed Al-Maadheed, Vidya Mohamed-Ali, Mohamad Saad, Jassim Al — Suwaidi Metabolites (2022)
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