Several recent talks
Here is the
un-sorted list
(apologies for the lack of order...)
License: for education and research,
you are welcome to use parts of these presentations, for free,
with standard academic attribution.
For-profit usage requires written permission by the author.
Distinguished Lectures
- Univ. of Alberta,
Canada, March 19, 2001: "
Searching and Data Mining in Multimedia Databases "
- Univ.
of Southern California (USC), Sept. 21, 2001: "Searching
and Data Mining in Multimedia Databases"
- HeCSE
(Helsinki Graduate School of Computer Science and Engineering)
Aug. 2004: " Discovering
Patterns in Streams and Graphs"
- 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)
- Boston
University, Jan. 2005: "Data
Mining using Fractals and Power Laws".
- Univ. of North Carolina, Chapel Hill,
Feb. 2005, "Data
Mining Using Fractals and Power Laws"
- Wright State University, March 2005 "Data
Mining Using Fractals and Power Laws"
- Michigan State University, Oct. 2005,
"Data
Mining Using Fractals and Power Laws"
- Lehigh University, Nov. 2005, "Data
Mining Using Fractals and Power Laws"
- UC Irvine, Aug. 2007
Graph Mining: Laws, Generators and Tools
"
- Univ. Minnesota, Cray Distinguished Lecture Series, Oct. 1, 2012
Mining Billion Node Graphs - Patterns
and Algorithms
- Yahoo! Big Thinker speaker series (June 2013)
Large Graph Mining
- Univ. of Toronto, Distinguished Lecture Series (Anniversary Edition),
Nov. 4, 2014
Mining Large Graphs
- Univ. of Illinois, Chicago,
Distinguished Lecture Series, April 16, 2015,
Mining Large Graphs
- Univ. of Southern California,
Distinguished Lecture Series, April 24, 2015,
Mining Large Graphs: Patterns, Cascades, Fraud Detection,
and Algorithms
- Arizona State University,
Distinguished Guest Lecture Series,
Nov. 6, 2015,
Mining Large Graphs: Patterns, Anomalies, and Fraud Detection.
- York University
Distinguished Guest Lecture Series, February, 2016,
Mining Large Graphs: Patterns, Anomalies, and Fraud Detection.
- George Mason University
Distinguished Lecture Series, March 25, 2016,
Mining Large Graphs: Patterns, Anomalies and Fraud Detection.
Recent Tutorials
- ICDE 2001 (Heidelberg, Germany)
- Stream and
Sensor Data Mining
- Graph
Structures in Data Mining (with Soumen Chakrabarti.)
- Research
Issues in Protein Location Image Databases (with Bob Murphy)
- SIGMOD 2005 (Baltimore, Maryland)
- Sensor Mining at Work: Principles and a Water Quality Case-Study (with Jeanne VanBriesen)
- KDD 2006 (Philadelphia, PA)
- 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)
- Large graph mining: patterns, tools and case studies
(with Hanghang Tong)
-
Large Graph-Mining: Power Tools and a Practitioner's Guide
with Gary Miller and Charalampos (Babis) Tsourakakis
(KDD 2009, Paris, France).
-
Mining and Forecasting of Big Time-series Data
with Prof. Yasushi Sakurai and Prof. Yasuko Matsubara,
SIGMOD 2015, Melbourne, Australia, June 2015.
(see Yasuko's site, for most updated
version
)
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
- ACM SIG-KDD Innovations award 2010
acceptance speech
- ICDM 2010 keynote talk:
Mining Billion Node Graphs
- WWW 2014 keynote talk:
Mining Large, Dynamic Graphs: Patterns, Cascades, Fraud Detection
and Algorithms
Seoul, Korea, April 2014.
Other, selected talks
Last updated: March 27 , 2016
