roseyu.com

Qi (Rose) Yu Homepage

I am a fifth year Ph.D. candidate of Computer Science. In University of Southern California. My advisor is Prof. Yan Liu. And Prof. Cyrus Shahabi. Before that, I received the B. Eng degree from Computer Science and Technology Department. In 2012, under the supervision of Prof. Zhihua Zhang. I'm generally interested in learning from Large-Scale Spatiotemporal. Data with applications in computational sustainability. I'm co-organizing NIPS workshop on Learning with Tensors: Why Now and How? Large-scale spat...

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Qi (Rose) Yu Homepage | roseyu.com Reviews

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I am a fifth year Ph.D. candidate of Computer Science. In University of Southern California. My advisor is Prof. Yan Liu. And Prof. Cyrus Shahabi. Before that, I received the B. Eng degree from Computer Science and Technology Department. In 2012, under the supervision of Prof. Zhihua Zhang. I'm generally interested in learning from Large-Scale Spatiotemporal. Data with applications in computational sustainability. I'm co-organizing NIPS workshop on Learning with Tensors: Why Now and How? Large-scale spat...

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Qi (Rose) Yu Homepage | roseyu.com Reviews

https://roseyu.com

I am a fifth year Ph.D. candidate of Computer Science. In University of Southern California. My advisor is Prof. Yan Liu. And Prof. Cyrus Shahabi. Before that, I received the B. Eng degree from Computer Science and Technology Department. In 2012, under the supervision of Prof. Zhihua Zhang. I'm generally interested in learning from Large-Scale Spatiotemporal. Data with applications in computational sustainability. I'm co-organizing NIPS workshop on Learning with Tensors: Why Now and How? Large-scale spat...

INTERNAL PAGES

roseyu.com

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Processed ACM dataset for group anomaly detecton

http://roseyu.com/acm_data.html

Processed ACM dataset for group anomaly detecton. This dataset contains the ACM dataset we used for group anomaly detection in the dynamic setting. The raw data we get is from ArnetMiner. An academic scholar social network search engine. The dataset contains a ten year coo-authorship network of 4474 scholars and their authored paper abstracts ( in Bag of Words form) from year 2000 to year 2009. The number of key words we used for experiments is 8025. Processed ACM dataset(Zip file 799 KB).

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Souce Code for Low Rank Tensor Learning

http://roseyu.com/nips_code.html

MATLAB Source Code For Low Rank Tensor Learning. This package contains the MATLAB source code for the Greedy low rank tensor learn algorithm proposed in ' Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning ' . Greedy Low Rank Tensor Learning MATLAB Code (Zip file 2.6 MB).

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Souce Code for Low Rank Tensor Learning

http://roseyu.com/icml_code.html

MATLAB Source Code For Online Low-Rank Tensor Learning. This package contains the MATLAB source code for the Accelerated Low-rank Tensor Online Learning (ALTO) algorithm proposed in ' Accelerated Online Low-Rank Tensor Learning for Multivariate Spatio-Temporal Streams ' . Accelerated Low-rank Tensor Online Learning (ALTO) MATLAB Code (Zip file 914 KB).

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infolab.usc.edu

InfoLab | People

http://infolab.usc.edu/people.php

Outlier detection in data streams. Scenic trip planning on road networks. Chief Scientist and Founder of ClearPath. PhD in Computer Science - University of Southern California (1996). MS in Computer Science - University of Southern California (1993). BS in Computer Engineering - Sharif University of Technology, Iran (1989). BS in Computer Science, Hanoi University of Science and Technology, Vietnam (2005-2010). BS in Computer Engineering - Iran National University (Shahid Beheshti), Iran (2009). BS in Co...

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