Real Time Decision Support and Diagnosis Systems AAAI-2002 WORKSHOP
Monday, 29 July 2002 Edmonton, Alberta, Canada
http://www.kddresearch.org/KDD/Workshops/RTDSDS-2002/
While AI methodologies are being applied towards increasingly realistic
domains that require timely responses, real-time systems are coming to
incorporate decision-making tools that require more intelligent
capabilities. Many real-world intelligent systems call for autonomous
intelligent agents acting in the face of uncertain knowledge and limited
computational resources. Real-time decision support and diagnosis systems
are two such important application domains.
- ---Topics
Active research topics that are relevant to real-time decision
support and diagnosis include:
- - real-time expert systems
- - embedded intelligent diagnosis agents
- - anytime uncertain reasoning algorithms and flexible computation
- - cost estimation for resource-bounded computation
- - decision-theoretic planning and deliberative real-time artificial
intelligence
- - real-time Bayesian network inference and learning techniques
- - real-time algorithms for scheduling and situated planning
- - real-time sensor fusion and situation assessment
- - real-time knowledge discovery in databases (KDD)
---Format
The one day workshop will include one or more invited talks and
specialized tutorials on state-of-the-art research problems and methodologies,
presentations by selected participants, and a panel and open discussion
on key topics.
---Attendance
The workshop will be of interest to researchers and practitioners in the
area of uncertain reasoning (UAI), real-time artificial intelligence (RTAI),
and real-time knowledge discovery in databases (KDD). Participation
will be based on submitted research summaries. We anticipate
participation by 25-50 people at the workshop.
---Paper Submissions
Please submit a brief paper(under 12 pages) being formatted using standrd
AAAI guidelines. Experimental results are also encouraged, especially on
fielded applications, even if they are only preliminary. Papers should be
submitted electronically in Postscipt or PDF or MS WORD format via
email. A short statement of interest(approximately 500
words) describing your interest in the workshop and relevant perspectives
you can bring to workshop discussion may be submitted. All submissions
should be sent to rtdsds-2002@kddresearch.org.
---Organizing Chairs
Haipeng Guo (primary contact)
Department of Computing and Information Sciences
p: Kansas State University, 234 Nichols Hall, Manhattan, KS 66506-
2302 * t: (785)539-0278, f: (785) 539-7180 * e: hpguo@cis.ksu.edu *
w: www.cis.ksu.edu/~hpguo
Eric Horvitz
Adaptive Systems & Interaction Group, Microsoft Research
p: Microsoft Research, Redmond WA 98052-6399 * t:(425)936-2127 *
f: (425)936-7329, * e: horvitz@microsoft.com
* w:research.microsoft.com/users/horvitz/
William H. Hsu (primary contact)
Department of Computing and Information Sciences
p: Kansas State University, 234 Nichols Hall, Manhattan, KS 66506-2302 *
t: (785) 539-7180 * f: (785) 539-7180
* e: bhsu@cis.ksu.edu * w: www.cis.ksu.edu/~bhsu
Eugene Santos Jr.
Department of Computer Science and Engineering
p: UTEB, 191 Auditorium Rid., U-155, Storrs, CT 06269-3155, *
t: (860) 486-1458 * f: (860) 486-4817 * e:
eugene@engr.uconn.edu , * w: www.cse.uconn.edu/cse/santos.htm
---Program Committee (to Date)
Bruce D'Ambrosio, Oregon State University
Fabio Gagliardi Cozman, University of Sao Paulo
Marek J. Druzdzel, University of Pittsburgh
Haipeng Guo, Kansas State University (Organizing Committee)
Eric Horvitz, Microsoft Research (Organizing Committee)
William H. Hsu, Kansas State University (Organizing Committee)
Henry Kautz, Washington University
Sven Koenig, Georgia Institute of Technology
Mitchell L. Neilsen, Kansas State University
David Poole, University of British Columbia
Eugene Santos Jr., University of Connecticut (Organizing Committee)
Solomon Shimony, Ben Gurion University
Shlomo Zilberstein, University of Massachusetts
---Additional information
Please consult the following web page:
http://www.kddresearch.org/KDD/Workshops/RTDSDS-2002/
for more information.
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