data mining and machine learning (dmml)
DESCRIPTION
Data Mining and Machine Learning (DMML). Group Members (Left to Right, Back row first): Shankara Subramanya (Amazon.com), Magdiel Galan, Payam Refaeilzadeh (Microsoft), Lei Tang, Jian Yang, Sai Moturu, Nitin Agarwal , Huan Liu, Zheng Zhao, - PowerPoint PPT PresentationTRANSCRIPT
Data Mining and Machine Learning (DMML)
Group Members (Left to Right, Back row first): Shankara Subramanya (Amazon.com), Magdiel Galan, Payam Refaeilzadeh (Microsoft), Lei Tang, Jian Yang, Sai Moturu, Nitin Agarwal , Huan Liu, Zheng Zhao, Lance Parsons (ASU), Niyati Parikh (Google Research) (taken Spring 2006), Steve Day, Som Shahapurkar
Current Research ProjectsProjects Funding Agency Collaborators
A Collective-Computation Approach to Prognostics Health Management
NASA
Professor Aditi Chattopadhyay, MAEProfessor Antonia Papandreou-Suppappola, EE
III-COR-Small: Beyond Feature Selection and Extraction
NSF Professor Jieping Ye, SCI
Modeling Group Interaction via Open Data Sources AFOSR Dr. John Salerno, AFRL
BlogTrackers ONR Professor Mark Woodward, Religious Studies
Link Mining of Textual Data MITRE Dr. Jianping Zhang, MITRE
Mining in Blogosphere
Physical World
Domain Expert Friends
Virtual World
Online Community
Identifying Influential Bloggers Connecting Similar Bloggers
Health Informatics
Predictive Risk Modeling Trust Evaluation for Health 2.0
Feature SelectionLearning
H
L
Data
Prediction
model
Patient data
High risk?
H: High-cost patientsL: Lower-cost patients
Insight
Probable reasons
Health 2.0
AccomplishmentsNitin Agarwal presented “Identifying the Influential Bloggers” at WSDM 2008. Received
highest number of views among all the presentations http://videolectures.net/wsdm08_agarwal_iib/
Zhao Zheng (Alan) received “Outstanding PhD Student in CSE” award in 2008
Sai Moturu received “Best Student Paper Award” at HEALTHINF 2008http://www.healthinf.org/Healthinf2008/awards.htm
Our work is published in KDD, ICWE, EMBC, WSDM, SDM, IJCAI, ICDM, PAKDD, SIGKDD, TKDD, TKDE, JMLR, DMKD, …
Check us out at Google Scholar
The former students are now professors in research universities, employed by high-tech IT companies (Google, Honeywell, Microsoft, and Yahoo, Amazon,
among others) , and entrepreneurs/consultants.
Further Information
• Huan Liu (http://www.public.asu.edu/~huanliu/)
• Our Wiki (http://wiki.asu.edu/dmml)
• Our Mailing List ([email protected])
• This poster can be found at http://www.public.asu.edu/~huanliu/students.htm
• In Fall 2008, offering CSE 494/598: Social Computing and Web Analytics http://www.public.asu.edu/~huanliu/SC08F/cse494-598.htm
Prepared by Nitin, Sai, and Huan