Christos Faloutsos - Talks and tutorials

Distinguished Lectures

1. Univ. of Alberta, Canada, March 19, 2001:  " Searching and Data Mining in Multimedia Databases " 
2. Univ. of Southern California (USC), Sept. 21, 2001: "Searching and Data Mining in Multimedia Databases"
   
3. HeCSE (Helsinki Graduate School of  Computer Science and Engineering) Aug. 2004: " Discovering Patterns in Streams and Graphs"
4. Univ. of  Illinois Urbana-Champain, Oct 4, 2004:  "Advanced Data Mining Tools: Fractals and Power Laws for Graphs, Streams and Traditional Data" ( Video of the lecture)
5. Boston University, Jan. 2005: "Data Mining using Fractals and Power Laws".
6. Univ. of North Carolina, Chapel Hill, Feb. 2005, "Data Mining Using Fractals and Power Laws"
7. Wright State University, March 2005 "Data Mining Using Fractals and Power Laws"
8. Michigan State University, Oct. 2005, "Data Mining Using Fractals and Power Laws"
9. Lehigh University, Nov. 2005,  "Data Mining Using Fractals and Power Laws"
10. UC Irvine, Aug. 2007 Graph Mining: Laws, Generators and Tools "

Recent Tutorials

  Next Generation Data Mining Tools 
• ICDE 2001 (Heidelberg, Germany)
 Data Mining the Internet (w/ Michalis Faloutsos)
• SIGCOMM 2002:
• INFOCOM 2003
• SIGMETRICS 2003
1.  Stream and Sensor Data Mining
• VLDB 2002 (Hong Kong)
• ICML 2003 (Washington, DC)
• EDBT 2004: (Heraklion, Crete, Greece)
• CIKM 2004 (Washington, DC))
• SIGMOD 2004 (Paris France)
• SBBD 2005 (Uberlandia, Brazil)
2.  Graph Structures in Data Mining (with Soumen Chakrabarti.)
• ACM KDD 2004 (Seattle, WA)
3. Research Issues in Protein Location Image Databases (with Bob Murphy)
• SIGMOD 2005 (Baltimore, Maryland)
4. Sensor Mining at Work: Principles and a Water Quality Case-Study (with Jeanne VanBriesen)
• KDD 2006 (Philadelphia, PA)
5. Mining Large Time-evolving Data Using Matrix and Tensor Tools (with Tamara G. Kolda and Jimeng Sun)
• SIAM Data Mining, Minneapolis, MN, USA, (3h version - foils in pdf)
• SIGMOD 20007, Beijing, China (2h version - foils in pdf)
  
• ICML 2007, Cornvallis, OR, USA (foils in pdf)
• KDD 2007, San Jose, CA, USA (foils in pdf)

Keynote Lectures

• Plenary talk, NSF-IDM workshop, Roanoke, VA, Oct. 2000: "Massive dimensionality: issues and solutions"
  
• Invited keynote speaker, ECML/PKDD, Sept. 2003, Dubrovnik, Croatia: " Next Generation Data Mining Tools: Power laws and self-similarity for graphs, streams and traditional data "

Other, selected talks

• INTEL Research Lab at Berkeley, March 2004: Stream and Graph Mining
• SDIS99 talks: On Power-Law Relationships of the Internet Topology