Tel Aviv University Archives

Predictive Analytics in the world of big data with application for targeting decisions

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Zahavi and collaborators review the methods involved in building and validating large-scale predictive analytics processes for big data applications.

Predictive Analytics (PA) models are an increasingly important method for predicting future events in big data applications based on past observations for which the response values are known. One of the most popular applications is targeting decisions, which is commonly used in many domains, such as marketing and banking. The leading prediction models still belong to the realm of regression. […]

Discovering when the first early modern humans left Africa

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Previous evidence suggested that early modern humans left Africa 90,000 to 120,000 years ago, but new evidence has shown this event may have occurred much earlier. Professor Mina Weinstein-Evron (University of Haifa, Israel) and Professor Israel Hershkovitz (Tel Aviv University, Israel), together with their colleagues, have found a modern human fossil at Misliya cave in Israel, which dates to between […]

Reactive oxygen species are at the heart of innate immunity

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Our innate immune system is our first line of defence against disease. At the heart of this response is an enzyme complex, called NADPH oxidase, which produces a form of reactive oxygen molecule to destroy invading pathogens. Professor Edgar Pick of Tel Aviv University, has made a huge contribution to this field of research, enhancing our understanding of the foundations […]

Gender inequality: occupational devaluation and pay gaps

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Professor Hadas Mandel gender inequality research outreach

The comparative research of long-term trends of gender inequality largely neglects structural mechanisms. As more women reach positions of power, structural elements will become more significant. Despite the growing body of literature in this area, the long-term effect of the changing gender composition of occupations on their relative pay has been largely neglected. Hadas Mandel, an Associate Professor in the […]