Minh X. Hoang

mhoang @ cs.ucsb.edu
Harold Frank Hall – Room 2120A

I am a Ph.D. candidate in Computer Science at the University of California, Santa Barbara.

My research focuses on data mining, graph mining and indexing, and social network analysis.

Publications

Predicting Networked Processes

GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks. Minh X. Hoang, Xuan-Hong Dang, Xiang Wu, Zhenyu Yan, and Ambuj Singh. WWW 2017. PDF TechReport CODE+DATA
FCCF: Forecasting Citywide Crowd Flows Based on Big Data. Minh X. Hoang, Yu X. Zheng and Ambuj K. Singh. SIGSPATIAL 2016. PDF CODE+DATA
Beyond Models: Forecasting Complex Network Processes Directly from Data. Bruno Ribeiro, Minh X. Hoang, and Ambuj K. Singh. WWW 2015. PDF TechReport CODE+DATA

Graph mining and indexing

Answering top-k representative queries on graph databases. Sayan Ranu, Minh X. Hoang, and Ambuj K. Singh. SIGMOD 2014. PDF
Applications of top-k representative queries. Sayan Ranu, Minh X. Hoang, and Ambuj K. Singh. SWIM 2014.
Mining Discriminative Subgraphs from Global-state Networks. Sayan Ranu, Minh X. Hoang, and Ambuj K. Singh. KDD 2013. PDF CODE+DATA

Graph analysis using simplicial complex

Structure and Evolution of Missed Collaborations in Large Networks. Minh X. Hoang, Ram Ramanathan, and Ambuj K. Singh. NetSciCom 2014. PDF

Structural and Collaborative Properties of Team Science Networks. Minh X. Hoang, Ram Ramanathan, Terrence Moore, and Ananthram Swami. BASNA 2013. PDF

CS 130B – Spring 2016

CS 165B – Spring 2012

CS 40 – Fall 2011