Personalized response prediction

Visualizing Personalized Cancer Risk Prediction

Cancer, as we now know, is a genetic disease. This knowledge entails that to enable evidence-based personalized diagnosis for any patient, the location of where the tumor occurs (e.g. brain, liver, etc.) is less relevant than the underlying genetic signature that the cancer cells express (i.e. whether genes are silenced, amplified or mutated). With the advent of high-throughput gene sequencing ...

Personalized Retweet Prediction in Twitter

Personalized Saliency and its Prediction

Almost all existing visual saliency models focus on predicting a universal saliency map across all observers. Yet psychology studies suggest that visual attention of different observers can vary a lot under some specific circumstances, especially when they view scenes with multiple salient objects. However, few work explores this visual attention difference probably because of lacking a proper ...

Personalized News Prediction and Recommendation

There exist many web based news provider applications (e.g. Pulse News reader application for iPhone/iPad and Android platforms) that gather news articles from the myriad ‘feeds’ the user is subscribed to and displays them with-in each feed category. A feed refers to a stream of news articles that may represent a news category (e.g. Gadgets, Technology, Sports, etc.) or may be very general (e.g...

Improving personalized link prediction by hybrid diffusion

Inspired by traditional link prediction and to solve the problem of recommending friends in social networks, we introduce the personalized link prediction in this paper, in which each individual will get equal number of diversiform predictions. While the performances of many classical algorithms are not satisfactory under this framework, thus new algorithms are in urgent need. Motivated by prev...