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AAAI/KDD/UAI-2002 Joint Workshop on
Real-Time Decision Support and Diagnosis Systems
Monday, 29 July 2002
Edmonton, Alberta,
Canada
Workshop Description | (Last updated 26 Oct 2001) |
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.
Active research areas 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
- 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)
The emphasis of this workshop shall be approaches based on
probabilistic reasoning and decision theory, but the scope is
not limited to any particular approach to intelligent decision
support and diagnosis systems. Relevant applications with real-time
requirements include:
- time-critical diagnosis and decision support
- emergency medicine, other medical informatics applications, intelligent alarms, crisis monitoring
- industrial automation
- intelligent control, embedded sensor integration
- spatiotemporal reasoning
- geographic information systems (GIS), remote sensing and precision agriculture
- intelligent user interfaces
- critiquing, plan recognition, tutoring, user modeling
This workshop shall help to bring together people from these
different areas and present an opportunity for researchers and
practitioners to share recent developments and techniques for
creating real-time systems with diagnostic and intelligent
decision support capabilities.
Workshop Audience | (Last updated 14 Jan 2002) |
This workshop is intended for researchers and practitioners in the area of
uncertain reasoning (UAI), real-time
artificial intelligence (RTAI), and real-time knowledge
discovery in databases (KDD).
Researchers with an interest in embedded systems,
high-performance computation, human-computer
intelligent
interaction (HCII), machine learning, medical
informatics,
recommender systems, and real-time systems will also
find this
workshop of interest.
Workshop Agenda
| (Last updated May 25, 2002) |
8:30AM - 9:00AM Reception
9:00AM - 9:45AM Invited Speech I
-
Real-time diagnosis and decision support strategies: from reaction to
introspection
9:45AM-10:35AM Paper Session I (1 full-length papers and 2 short
papers)
- Embedded Bayesian Networks: Anyspace, Anytime Probabilistic
inference (30 minutes)
- Using Adaptive Probing for Real-Time Problem Diagnosis in
Distributed Computer Systems (10 minutes)
- Diagnosis of Complex Failures in Robotic Assembly Systems using
Virtual Factories (10 minutes)
10:35AM - 11:00AM Discussion Session I
11:00AM - 11:15AM [Short break] (15 minutes)
11:15AM-12:35AM Paper Session II (2 full-length papers and 2 short
papers)
- Meta-level Control in Multi-Agent Systems (30 minutes)
- The Soft Real-Time Agent Control Architecture (30 minutes)
- A Hierarchical Collective Agents Network for Real-time Sensor Fusion
and Decision Support (10 minutes)
- On Scheduling Sensor Networks (10 minutes)
12:35AM - 1: 00PM Discussion Session II
12:00AM - 1:00PM ====[Lunch break]====
1:00PM-1:45PM Invited Speech II
- Fine-grained control of reasoning in constraint satisfaction
problems
Michael
C. Horsch, University of Saskatchewan
1:45PM-2:25PM Paper Session III (1 full-length paper and 1 short
talk)
- Real-time Particle Filters Using Mixtures of Samples Sets (30 minutes)
- A Coevolutionary Simulation of Real-Time Airport Gate
Scheduling (10 minutes)
2:25PM-2:50PM Discussion Session III
2:50PM-3:00PM [Short break] (10 minutes)
3:00PM-3:45PM Invited Speech III
- Fast Dynamic Replanning
Sven
Koenig, Georgia Institute of Technology
3:45PM - 5:00PM Paper Session IV (2 full-length paper)
- Real-time Lookahead Control Policies (30 minutes)
- Improving the Dynamic Behavior of CP-net based Multimedia
Systems by Predicting Likely Components (30 minutes)
5:00PM - 5:10PM [Short break](10 minutes)
5:10PM-5:35PM Discussion Session IV
5:35PM-6:00PM Wrap-up discussion
Important Dates | (Last updated 15 Oct 2001) |
Full Papers due: | Fri 29 Mar 2002
(extended deadline) |
Short Papers due: | Fri 12 Apr 2002
(extended deadline) |
Acceptance notification: | Fri 21 Apr 2002 |
Camera-ready copy due: | Fri 03 May 2002 |
Workshop | Mon 29 Jul 2002 |
CALL FOR PARTICIPATION
| (Last updated 12 Mar 2002) |
Registration for the workshop through the Edmonton conferences is
open to ALL attendees of AAAI-2002, UAI-2002, and KDD-2002.
To be invited to register, send e-mail to:
rtdsds-2002@www.kddresearch.org
containing a short (one-paragraph) statement of interests in the
areas of real-time systems, diagnosis, and decision support.
Please state your current institutional affiliation as well.
Call for Papers and Submission Procedure | (Last updated 26 Oct 2001) |
We encourage submissions containing original theoretical and applied
concepts in Real Time Decision Support and Diagnosis Systems. Experimental
results are also encouraged, especially
on fielded applications, even if they are only preliminary.
We therefore invite two categories of paper submissions:
- research papers
- should not exceed 12 pages including title page
- due 29 March 2002 (extended deadline)
- short summaries (including position papers)
- should not exceed 2 pages
- due 14 April 2002 (extended deadline)
DUAL SUBMISSION POLICY: Submission of short (2-page OR 6-8 page)
synopses of articles currently in preparation, under review, or
accepted for publication as journals or book chapters is permitted.
Submission of full-length papers currently under review for other
conferences and workshops is also permitted. However, these papers
shall be published in the working notes for this workshop if and
only if they are compliant with the dual-submission guidelines of
the other conference or workshop.
We request that authors prepare papers in the
standard AAAI format
The first page of submitted papers should include the title; a brief
abstract; and author names, affiliations, postal addresses, electronic
mail addresses, and telephone and fax numbers.
Papers should be submitted in PostScript, PDF, or Microsoft Word
97/2000 file format. Electronic submissions are preferred, but both
types of papers may be submitted by one of the following three
options:
All submissions should be sent to rtdsds-2002@kddresearch.org
Invited Speakers and Disussion
Panels
| (Last updated September 30, 2002) |
Invited Speakers:
1. Bruce
D'Ambrosio
(Oregon State University): Real-time diagnosis and decision
support strategies: from reaction to introspection (.ppt
4,183K )
2. Michael
C. Horsch (University of Saskatchewan): Fine-grained control
of reasoning in constraint satisfaction problems
Discussion Panel
Papers and Presentations
| (Last updated September 30, 2002) |
8 Full Papers (10 pages):
- Anita Raja, Victor Lesser. "Meta-level Control in Multi-Agent
Systems"
(pdf
86K) - Carmel Domshlak, Solomon E. Shimony. "Improving the Dynamic
Behavior of CP-net based MultiMedia Systems by Predicting Likely
Components"
(pdf
140K)
- Fabio T. Ramos, Fabio G. Cozman, Jaime S. Ide. "Embedded
Bayesian Networks: Anyspace, Anytime Probabilistic inference"
(pdf
239K)
- Bryan Horling, Victor Lesser, Regis Vincent, and Tom
Wagner. "The Soft Real-Time Agent Control Architecture"
(pdf
386K)
- Vadim Bulitko, David Wilkins. "Real-time Decision Making For Shipboard
Damage Control"
(pdf
2,666K)
- Vadim Bulitko, IIya Levner, Russ Greiner. "Real-time
Lookahead Control Policies"
(pdf
1,206K)
- Cody Kwok, Dieter Fox, Marina Meila. "Real-time Particle
Filters Using Mixtures of Samples Sets"
(pdf
165K)
- Haipeng Guo, William H. Hsu. "Algorithms For Real-time
Bayesian Networks Inference: A Survey and An Integration"
(pdf
114K)
10 Short Abstracts (2 pages):
- Plamen V. Prtrov, Qiuming Zhu, Jeffery D. Hicks, Alexander
D. Stoyen. "A Hierarchical Collective Agents Network for Real-time
Sensor Fusion and Decision Support"
(pdf
497K)
- Andres Gomez De Silva Garza. "A Coevolutionary Simulation of
Real-Time Airport Gate Scheduling"
(pdf
36K)
- Cem Baydar. "Diagnosis of Complex Failures in Robotic
Assembly Systems using Virtual Factories"
(pdf
39K)
- Michael Borth. "Learning in and for Real-Time Decision
Support and Diagnosis Systems"
(pdf
26K)
- Vu Ha, David Musliner. "Toward Decision-Theoretic CIRCA with
Application to Computer Security Control"
(pdf
63K)
- Wheeler Ruml. "Real-time Heuristic Search for Combinatorial
Optimization and Constraint Satisfaction"
(pdf
44K)
- J.D.R. Farquhar, C. J. Harris. "An Empirical Comparison of
Incremental Search Algorihms for On-Line Planning"
(pdf
107K)
- Irina Rish, S. MA, G. Grabarnik, N.Odintsova. "Using Adaptive
Probing for Real-Time Problem Diagnosis in Distributed Computer
Systems"
(pdf
40K)
- Lloyd G. Greenwald and Harish Sethu. "On Scheduling Sensor
Networks"
(pdf
16K)
- Roby Joehanes. "A Survey of Delayed Action Models for
Open-ended Gain Problems"
(pdf
30K)
6 Long Presentations (30 minutes):
- "Meta-level Control in Multi-Agent Systems"
(ppt
398K)
- "Improving the Dynamic Behavior of CP-net based MultiMedia
Systems by Predicting Likely Components"
- "Embedded Bayesian Networks: Anyspace, Anytime Probabilistic
inference"
- "The Soft Real-Time Agent Control Architecture"
(ppt
88K)
- "Real-time Lookahead Control Policies"
(pdf
2,848K)
- "Real-time Particle Filters Using Mixtures of Samples
Sets"
(ppz
5,107K)
5 Short Talks (10 minutes):
- "A Hierarchical Collective Agents Network for Real-time Sensor
Fusion and Decision Support"
- "A Coevolutionary Simulation of Real-Time Airport Gate Scheduling"
(pdf
37K)
- "Diagnosis of Complex Failures in Robotic Assembly Systems
using Virtual Factories"
(ppt
393K)
- "Using Adaptive Probing for Real-Time Problem Diagnosis in
Distributed Computer Systems"
- "On Scheduling Sensor Networks"
(pdf
607K)
Workshop Report(.txt)
Program Committee | (Last updated 23 Apr 2002) |
Bruce D'Ambrosio, Oregon State University
Fabio Gagliardi Cozman, University of Sao Paulo
Marek J. Druzdzel, University of Pittsburgh
Haipeng Guo (Organizing Committee), Kansas State University
Eric Horvitz (Organizing Committee), Microsoft Research
William H. Hsu (Organizing Committee), Kansas State University
Henry Kautz, University of Washington
Sven Koenig, Georgia Institute of Technology
Xavier Llora, University of Illinois at Urbana-Champaign
Mitchell L. Neilsen, Kansas State University
David Poole, University of British Columbia
Surya Ramachandran, AIdentity Matrix
Irina Rish, IBM Research
Eugene Santos Jr. (Organizing Committee), University of Connecticut
Solomon Shimony, Ben-Gurion University
Samarth Swarup, University of Illinois at Urbana-Champaign
Shlomo Zilberstein, University of Massachusetts-Amherst
Organizing Committee | (Last updated 15 Oct 2001) |
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 Enginering
p: UTEB, 191 Auditorium Road, 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
Page created: 10 Oct 2000
Last updated September 30, 2002
Haipeng Guo
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