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Monday October 23, 2017

Tao Li

School of Computing and Information Sciences
Florida International University
Phone: (305)348-6036 Fax: (305) 348-3549 Email: taoli@cs.fiu.edu
Home page: http://www.cs.fiu.edu/~taoli

Research Interests:

Data Mining, Machine Learning, Information Retrieval, Bioinformatics

Short Research Description:

My research explores two related topics on learning from data---how to efficiently discover useful patterns and how to effectively retrieve information. The interests lie broadly in data mining/machine learning and information retrieval studying both the algorithmic and application issues. The algorithmic aspects involve developing new scalable, efficient and interactive algorithms that can handle very large databases. The underlying techniques studied include clustering, classification, semi-supervised learning, similarity and temporal pattern discovery. The application issues focus on actual implementation and usage of the algorithms on a variety of real applications with different characteristics including bioinformatics, text mining, music information retrieval and event mining for computer system management.

Selected Research Projects:

  1. Project Title: CAREER: Mining Log Data for Computing System Management
  2. Project Title: Social Network Analysis on Xerox Docshare Data
  3. Project Title: Intelligent Help Desk: Semantic Information Retrieval and Active Problem Probing
  4. Project Title: Music Recommendation by Learning from Content and User Access Patterns
  5. Project Title: Addressing Diverse User Preference in SQL-Query Result Navigation
  6. Project Title: An Integrated Suite for Document Mining and Link Analysis
  7. Project Title: Meta-analysis of Heterogeneous Gene Expression Datasets for Cancer Diagnosis
    • Marker Gene Identification
    • Mining Literature Data for Providing Biological Explanations
    • Computational Approaches for Cancer Diagnosis

My publications can be found at: http://www.cs.fiu.edu/~taoli/pub/home-new.html


"PIRE... provides our students with the kind of direct international experience and training that will prepare them for careers in an increasingly competitive global arena."
Dr. Modesto Maidique
President Emeritus, Florida International University

"PIRE...will enable the next generation of students participants to become fully engaged as members of the globally-aware IT workforce.""
Dr. Nicholas Bowen
Vice President of Strategy and Worldwide Operations, IBM Research

"We look forward to hosting students researchers ... to foster our existing collaborations and create new ones."
Mateo Valero Cortés
Director, Barcelona Supercomputing Center

"I was able to develop quite a bit as a person, researcher, and professional."
Marlon Bright,
FIU student

"Being able to learn elements directly related to my project, the likes and dislikes of another culture, and be able to communicate in a different language are all aspects related to the PIRE program for which I will always be grateful."
Simone Pasmore,
FAU student

"It helps you build confidence that the degree you hold will enable you to tackle any problem, and, more importantly, it lets you experience the job before committing your life to it."
Allison Lanager,
FIU student

This material is based in part upon work supported by the National Science Foundation under Grant Number OISE-0730065. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. © 2007 Florida International University