THE INTERFACE OF THREE AREAS OF COMPUTER SCIENCE WITH THE MATHEMATICAL SCIENCES
A Workshop Sponsored by the National Academies and the National Science Foundation,
April 28-29, 2000
Presentations on Network Traffic Modeling
From Walter Willinger:
postscript presentation
From Donald Towsley:
powerpoint presentation
From Sugih Jamin:
pdf presentation
From Ingrid Daubechies:
From David Donoho:
Presentations on Computer Vision
From Tony Chan:
powerpoint presentation
From Jitendra Malik:
powerpoint presentation
From Larry Davis:
powerpoint presentation
(Some, but not all, supporting files are in http://www.cs.umd.edu/~oleary/nas/davis/):
100OBJ~1.MPG
592-4.AVI
AMADEU~1.MPG
CROSSI~1.AVI
FTRACK3.AVI
ISM7200.MPG
ISMWAL~2.MPG
NATION~1.PPT
PLAYLIST.LST
RAIN.M1V
From Guillermo Sapiro:
Click here
and then click on BMS.
From Stanley Osher:
Presentations on Data Mining and Search
From Dianne O'Leary:
postscript presentation
From Chid Apte:
pdf presentation
From Raul Valdes-Perez:
html presentation
From Jon Kleinberg: to be scanned at NAS
From Laszlo Lovasz:
Background information on Network Traffic Modeling
From Donald Towsley:
abstract and references
From Walter Willinger:
abstract and references
From Sugih Jamin
abstract
From Jon Kleinberg: The reference showing that it is NP-complete to reconstruct a parsimonious graph consistent with given distance (or packet round-trip) measurements is Fan Chung, Mark Garrett, Ronald Graham, David Shallcross,
"Distance realization problems with applications to Internet tomography,"
(under the link "Internet Math").
Background information on Computer Vision
From Jitendra Malik:
The Computer Vision Homepage
Background information on Data Mining and Search
From Chid Apte: a pointer to
IBM Research's data mining projects web site
, suggesting what an industrial research lab. views as important research problems in knowledge discovery and data mining.
From Chid Apte:
group papers and reports.
In particular, two survey type papers from this collection may be useful for this meeting:
Data Mining - An Industrial Research Perspective
by C. Apte, in IEEE Computational Science and Engineering, April/June 1997
Advances in Predictive Model Generation for Data Mining
, by Se June Hong and Sholom Weiss, IBM Research Report RC-21570, to shortly appear in some book,
From Raul Valdes-Perez: The November 1999 Communications of the ACM had a special section on Knowledge Discovery and its (quite short) articles are a pretty fair introduction.
From Raul Valdes-Perez:
"Principles of human computer collaboration for knowledge discovery in science"
, Artificial Intelligence, 107(2):335-346, 1999.
From Scott Weidman: The August 1999 issue of Computer has special articles on data mining.
From Scott Weidman: NRC's Computer Science and Telecommunciations Board just released a report titled
Making IT Better: Expanding Information Technology Research to Meet Society's Needs.
Meeting agenda
Local information
Workshop homepage