Abolfazl Asudeh
January 20, 2021
Enabling Responsible Data Science in Practice
Introduction The 3rd decade of the 3rd millennium had a dramatic start, with a pandemic that impacted our lives all over the globe. This indicates extraordinary events and rapid changes, ranging from politics and climate change to our social life and work habits. Like it or not, we are getting used to new routines such […]
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Avigdor Gal Roee Shraga
December 21, 2020
Humans’ Role in-the-Loop
The research of data integration spans over multiple decades, holds both theoretical and practical appeal, and enjoys a continued interest by researchers and practitioners. Efforts in the area include, among other things, process matching, schema matching, and entity resolution. Matching problems have been historically treated as semi-automated tasks in which correspondences are generated by automatic […]
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bigvis2020
June 26, 2020
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications – Part 2
Data visualization and analytics are nowadays one of the cornerstones of Data Science, turning the abundance of Big Data being produced through modern systems into actionable knowledge. Indeed, the Big Data era has realized the availability of voluminous datasets that are dynamic, noisy and heterogeneous in nature. Transforming a data-curious user into someone who can […]
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Vikram Pudi
April 21, 2020
Simulating Infection Spread
It might seem obvious that reducing social movement will reduce the spread of infection. However, it is not obvious how much it will reduce. Will it be enough to stop the virus? Will it only slow it down? How long do we expect the virus to last in regions with differing population densities? While there […]
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bigvis2020
March 20, 2020
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications – Part 1
Data visualization and analytics are nowadays one of the cornerstones of Data Science, turning the abundance of Big Data being produced through modern systems into actionable knowledge. Indeed, the Big Data era has realized the availability of voluminous datasets that are dynamic, noisy and heterogeneous in nature. Transforming a data-curious user into someone who can […]
Read more