Qatar Computing Research Institute
Discovery to Delivery
Data Analytics
QCRI’s Data Analytics department's research expertise transcends the data science stack - from data extraction and cleaning to analytics, retrieval, inference and prediction. The group expresses its research by publishing in the world’s leading computer science conferences and journals, and through engineering prototype software systems that are being used by researchers and practitioners worldwide. More specifically the group is working on the following projects:
- RHEEM is the world’s first cross-platform system which seamlessly decouples data science application tasks from their underlying execution platform. Users specify data analytical tasks, and the RHEEM platform will automatically decide on which combination of platforms to execute the tasks on. The RHEEM platform includes ML4ALL, a machine learning suite that is specifically designed for big data.
- The Data Civilizer project, in partnership with MIT, is carrying out research to resolve a core bottleneck facing all data-rich organizations – how to automatically extract knowledge from thousands of heterogeneous data sources that are scattered throughout an enterprise. The technology developed as part of a project is being used by a large pharmaceutical company for data integration and analysis.
- The Kharita map inference algorithm infers road networks from noisy GPS traces in real time. Kharita is being used to automatically update maps in environments witnessing rapid changes and where existing map and navigation applications quickly become out-of-sync with the ground realities.
- Rayyan is a sophisticated and fast-growing text retrieval system for carrying out systematic reviews in the medical domain. Researchers use Rayyan to efficiently evaluate competing claims regarding a medical hypothesis under investigation.
The Data Analytics department has also established deep research partnerships with The Boeing Company and Qatar Airways in the areas of predictive maintenance and cargo prediction.
Research Director
Dr. Sanjay Chawla
QCRI provides an ideal environment to conduct high-impact research which can transcend disciplinary boundaries.
Principal Scientist
Dr. Halima Bensmail
Leadership is the most important factor that attracted me to QCRI. Need for creativity is the second factor. Innovation is a very important factor at QCRI. At QCRI we are being challenged continuously, we have been asked to think big. We are supposed to do research with applications that are of great impact, nationally and internationally.
Principal Scientist
Dr. Mourad Ouzzani
To be part of something different than what I had been used to at Purdue University and contribute to the first computing research institution in the region.
In the Media
MIT/QCRI system uses machine learning to build road maps
22/04/2018
Map apps may have changed our world, but they still haven’t mapped all of it yet. Specifically, mapping roads can be difficult and tedious: even after taking aerial images, companies still have to ...
Improving disaster response efforts through data
08/02/2018
Extreme weather events put the most vulnerable communities at high risk. How can data analytics strengthen early warning systems and and support relief efforts for communities in need? The size and ...
Your sloppy bitcoin drug deals will haunt you for years
28/01/2018
Perhaps you bought some illegal narcotics on the Silk Road half a decade ago, back when that digital black market for every contraband imaginable was still online and bustling. You might already ...
Events
2018
QCRI Summer Internship Program
06/05/2018
- 05/07/2018
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Hamad Bin Khalifa Research Complex
Each year, Qatar Computing Research Institute organizes a summer internship program for undergraduate students studying computer science, computer engineering and other disciplines. The internship is unpaid, and QCRI does not provide any visa support.
Past Events
27/03/2018
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Artificial Intelligence for Oncology: Learning to Cure Cancer from Images and Text A talk by Professor Regina Barzilay, MIT CSAIL Winner of 2017 MacArthur ‘genius grant’ At Education City Student ...
QCRI & MIT-CSAIL Annual Project Review 2018
27/03/2018
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Executive Overview Sessions Open to public Date: Tuesday, March 27, 2018 Time: 9:00AM – 3:00PM Venue: HBKU Research Complex Multipurpose Room To view full agenda, please click here . To RSVP, ...
News
QCRI and Turkish scientists to build pre-emptive cyber security platform
10/04/2018
Project to build defensive platform to detect emerging cyberattacks awarded $1.65m grant.
MIT-CSAIL researchers visit Doha for annual QCRI research meeting
25/03/2018
Meeting updates joint research projects between the two institutions and will feature 'genius grant' recipient Prof. Regina Barzilay, who uses AI to detect cancer, as keynote speaker.
QCRI’s Advanced Transcription System snares ARC’18 Best Innovation Award
19/03/2018
Her Highness Sheikha Moza bint Nasser presents accolade for system that automatically converts speech to text using state-of-the-art speech recognition techniques.
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