Home
Description
Organizing Committee
Symposium
Equipment
Service
Background
Examples
Artificial
Intelligence
Challenge problems
Software
and Data
Existing software
Useful datasets
References
FAQ
Web sites
Bibliography
Contact
Comments
Subscriptions |
Dates, times, and places
The 1999 AAAI Spring Symposium on Artificial Intelligence and Equipment
Service will be held Monday through Wednesday, March 22-24, 1999 on the
Stanford Campus in Palo Alto, California. The Symposium is part of the
AAAI Spring Symposium Series, which includes a number of other symposia
on a variety of topics. An informal reception will be held on Monday, March
22. A general plenary session featuring the highlights of each symposium
will be presented on Tuesday, March 23.
Attendance at the Symposium is by invitation or by open registration.
Invitation is based on submission of an extended abstract or statement
of interest. The submission deadline is past. Open registration will be
available through AAAI to a limited number of participants in early September
on a first-come first-served basis.
Important upcoming dates:
-
October 30, 1998 - Abstract Submission
-
November 13, 1998 – Invitations issued based on submissions
-
December 15, 1998 – Registration Information available through AAAI
-
January 29, 1999 - Camera-ready papers are due
-
February 5, 1999 – Invited participants registration deadline
-
February 26, 1999 - Final (open) registration deadline
-
March 22-24, 1999 – Symposium held in "History
303"
Why a symposium now?
The symposium is trying to distinguish itself in several ways from traditional
monitoring and diagnosis activities. First, it acknowledges that there
is a recent thrust of using AI in service. Second, this thrust has been
driven partly by the hardware developments which allow unattended monitoring.
This results in many new questions from autonomous decision making to adaptation
in changing environments. Third, various diagnostic tools which now have
access to a large number of data will come to different conclusions which
in turn have to be resolved. Lastly, the focus is on service related activities.
Who should attend?
The symposium will explore AI techniques that can be developed and
deployed within a very short time frame. We expect these technologies to
enable significnt advances in equipment service applications. Several communities
will draw useful insights from the symposium:
-
AI Researchers – Researchers will be introduced to a fertile new
application area for AI technologies for segmentation, classification,
prediction, and decision making. They will hear about the key technical
challenges facing existing application users, and discuss what technical
advances would be most useful. Researchers will also be able to guide and
inform future research directions and funding programs.
-
Potential users of equipment service – Users will hear about existing
and emerging AI technologies with the ability to radically transform current
equipment service applications. In addition, they will be able to pinpoint
key technical problems for AI researchers to address.
-
Software developers – Developers will hear assessments of the current
state of the art for many relevant technologies, helping them to evaluate
which technologies to incorporate into future products. In addition, they
will be able to make important contacts in the research and applications
communities.
-
Research managers – Managers will be introduced to a technical and
application domain ripe for revolutionary advances.
Format
The Symposium will consist of three types of activities: introductory tutorials
to provide participants with a common base of knowledge from which to work,
approximately 15 short papers presenting current technical work, and two
working sessions. Specifically:
-
Tutorial: A short tutorial will be held during the first half of
the second day. It will present the conceptual background of Soft Computing
Techniques relevant for equipment service, focusing on unique aspects of
the task. It will demonstrate how different AI techniques come together
to tackle specific problems where one technique alone would have a hard
time. Several examples will be shown.
-
Short papers: Individual participants will present papers describing
their current technical work. The organizing committee will attempt to
divide papers evenly between purely technical papers and papers describing
applications that have stretched the limits of current technologies. Each
paper will be brief (about 15 minutes) with 10-15 minutes for discussion
and questions after each paper.
-
Working sessions: Interspersed with the papers, the symposium organizers
will moderate two sets of working sessions. The topics will be finalized
during the morning sessions to reflect the perceived interest of the audience.
Proposed topics inlcude Modeling Issues, Diagnostic Information Fusion,
Adaptation/ Reconfigurability and other write-in topics. The second set
of working sessions on Tuesday has a similar policy. Proposed topics are
Internet Supported Diagnosis, Diagnostic Ease of Authoring / Ease of Use,
Autonomous Systems, Maintenance Planning and other write-in topics. In
either case, the results will be presented after those work-outs. Each
working session will run for 60 minutes.
Preliminary Schedule
| Time |
Name |
Title |
Name |
Affiliation |
Monday
9:00-9:10 |
Opening Comments |
|
P. Bonissone
K. Goebel |
GE Corporate Research & Development |
Monday
9:10-9:45 |
Presentations & Discussion |
Integrated Diagnosis for Future Mobile Systems |
Baeker, Bernard & Forchert, Thomas |
DaimlerChrysler AG |
Monday
9:45-10:20 |
|
Concurrent Engineering Perspective of Maintenance Aspects through an Expert System Prototype |
Silva, Jonny da |
Federal University of Santa Catarina, Brazil |
Monday
10:20-11:00 |
Break |
|
|
|
Monday
11:00-11:25 |
Presentations & Discussion |
Distributed Equipment Monitoring with Multiply Sectioned Bayesian
Networks |
Xiang, Y. & Geng, H. |
University of Regina, Sasketchwan |
Monday
11:25-11:50 |
|
RISO: An Implementation of Distributed Belief Networks |
Dodier, Robert |
University of Colorado at Boulder |
Monday
11:50-12:15 |
|
Acquisition and Transformation of Likelihoods to Conditional Probabilities
for Bayesian Networks |
Skaanning, Claus & Jensen, Finn & Kjaerulff, Uffe & Madsen,
Anders |
Hewlett Packard, Allborg University, Denmark |
Monday
12:15-2:00 |
Lunch |
|
|
|
Monday
2:00-2:30 |
Presentations & Discussion |
Condition-Based Monitoring of Motor-Pump Systems Using Model-Based
Reasoning |
Chen, Yi-Liang & Provan, Gregory |
Rockwell Science Center |
Monday
2:30-3:00 |
|
Fault Propagation using Fuzzy Cognitive Maps |
Kipersztok, Oscar |
Boeing |
Monday
3:00-3:30 |
|
Towards Fuzzy Belief Nets |
Goebel, Kai & Agogino, Alice |
GE CR&D, UC Berkeley |
Monday
3:25-4:00 |
Break |
|
|
|
Monday
4:00-5:30 |
Working Session |
>> Modeling Issues
>> Prognostics |
all |
|
Monday
6:00-7:00 |
Reception |
|
|
|
Tuesday
9:00-10:30 |
Tutorial |
Soft Computing Techniques for Diagnostics and Prognostics |
Bonissone, Piero & Goebel, Kai |
GE Corporate Research & Development |
Tuesday
10:30-11:00 |
Break |
|
|
|
Tuesday
11:00-11:30 |
Presentations & Discussion |
Case-Based Troubleshooting Knowledge Management |
Gupta, Kalyan |
CaseBank Technologies, Inc. |
Tuesday
11:30-12:00 |
|
The Integrated Diagnostic System (IDS): Remote Monitoring and Decision
Support for Commercial Aircraft - Putting Theory into Practice |
Halasz, Michael & Dube & Francois, Orchard, Bob & Ferland,
R. |
National Research Council of Canada/Air Canada |
Tuesday
12:00-12:30 |
|
A Web-Based Intelligent Hybrid System for Fault Diagnosis |
Jha, G. & Hui, S., & Foo, S. |
Nanyang Technological University, Singapore |
Tuesday
12:30-1:00 |
|
Industrial Diagnosis by Hyperspace Data Mining |
Chen, N. & Zhu, Dongping & Wang, W. |
Zaptron Systems, Inc.& Salomon Smith Barney |
Tuesday
1:00-2:00 |
Lunch |
|
|
|
Tuesday
2:00-2:30 |
Presentations & Discussion |
From Free-Text Repair Action Messages to Automated Case Generation |
Farley, Benoit |
National Research Council of Canada/Air Canada |
Tuesday
2:30-3:00 |
|
Practical Optimization Considerations For Diagnostic Knowledge Representation |
Cornwell, Patricia & Suermondt, J. & Forman, G. & Kirshenbaum,
E. & Seetharaman, A. |
Hewlett Packard |
Tuesday
3:00-3:30 |
|
Intelligent Knowledge Extraction from Service Notes for Equipment
Diagnostics |
Varma, Anil & Ramani, Vipin |
GE CR&D |
Tuesday
3:30-4:00 |
Break |
|
|
|
Tuesday
4:00-5:30 |
Working Groups |
>> Text based Diagnosis
>> Internet Supported Diagnosis |
all |
|
Tuesday
6:00-7:30 |
Public Forum |
Summary of results fom all symposia |
|
|
Wednesday
9:00-9:30 |
Presentations & Discussion |
Fault Prognosis Using Wavelet Neural Networks |
Wang, Peng & Vachtsevanos, George |
Georgia Institute of Technology |
Wednesday
9:30-10:00 |
|
Warranty and Maintenance Decision Making for Gas Turbines |
Chao, Susan, Lee, Zu-Hsu & Agogino, Alice |
University of California at Berkeley |
Wednesday
10:00-10:30 |
Break |
|
|
|
Wednesday
10:30-11:30 |
Panel Discussion |
Where Do We Go From Here? |
Agogino, Alice & Bonissone, Piero & Goebel, Kai & Vachtsevanos,
George |
|
Wednesday
11:30-12:00 |
Closing Comments |
|
Bonissone, Piero & Goebel, Kai |
|
Proceedings
The Proceedings can be obtained through AAAI Press. Please refer to
"AI in Equipment Maintenance Service and Support", 1999 AAAI Spring
Symposium, Technical Report SS-99-04, AAAI Press, Menlo Park, CA,
1999.
Abstracts must have been submitted by October 30, 1998 to one of the
organizers.
The length of an abstract should not exceed 200 words. Upon acceptance,
submit to the symposium chair by January 29:
-
the camera-ready paper (8 pages max.). Details on formatting suggestions
can be found here.
-
the permission
to distribute form.
-
audio/vidual requests other than an overhead projector.
Please use the following address:
Kai Goebel
Symposium Chair, AAAI Spring Symposium
GE Corporate Research & Development
Information Technology Lab
K1-5C4A
One Research Circle
Niskayuna, NY 12309
USA
Submit to AAAI by January 29:
Here is information straight from AAAI:
Electronic Submission Instructions
AAAI would like to maintain an electronic copy of your abstract
and an electronic copy of your paper as well.
To submit your abstract, please use the form
on the AAAI web site or, to send the information by electronic mail, please
follow these instructions: On the subject line, put the last name of the
principal author, the name of the conference or event, the year, and the
word "Abstract." For example: "Doe-SSS 99 Abstract".
In the body of the message, put the title of your paper. Type this in
initial caps, lower case. Don't type the title in all lower or upper case.
See the example below.
Skip a line, then put all the author's names in the order in which they
appear in the paper. Put first name, then last name for each author.
Skip a line, then put the word "Abstract" followed by the actual text
of the abstract.
Do not format your electronic abstract, and do not use LaTex, Tex, html,
or any other coding method.
Here's an example of a completed abstract:
Subject: Doe-SSS 99 Abstract
Investigation of the XYZ Algorithm
Jane Doe and John Doe
Abstract: The XYZ Algorithm is presented here....
Send your message to sss99-papers@aaai.org.
Paper Submission
AAAI is now making a permanent electronic archive of all its publications.
To aid us in this effort, you are are required to send us a PDF or PostScript
version of your paper at the same time that you send in your camera-ready
copy. Please follow these two steps to complete this process:
1. Sign the permission to distribute form
(also faxed upon request). By signing this form, authors give AAAI permission
to distribute their paper. Authors do not relinquish copyright to their
paper, nor do they need to request permission from AAAI before publishing
their paper. The form does, however, give AAAI permission to distribute
the paper in both hard copy and electronic format. (Please note that AAAI
cannot distribute previously published material.)
2. Your paper should be sent to sss99-papers@aaai.org. The subject line
of your mail message, in all cases, should contain the last name of the
principal author of the paper, followed by the conference name, the year,
and the file format. For example: Doe-SSS99.pdf. Your paper can be sent
in either of these two formats:
a) A PDF file of your paper using Acrobat Distiller 3.0 or later. Distiller
settings should be set to produce a high-end print PDF file; thus, automatic
compression should be set to ZIP/JPEG low compression, the default resolution
should be 1,240 dpi, compatibility should be set to Acrobat 3.0, and downsampling
should be turned off. All fonts should be embedded, and the default page
size must be set to letter (8.5 x 11 inches), not A4. Suggested settings
can be found on AAAI's distiller
settings web site.
or
b) If you do not have access to Acrobat Distiller, you may submit a
PostScript file to us instead. Please set your PostScript file up using
letter size (8.5 x 11 inches) as the default page size--not A4. If you
are using a wordprocessor on a Windows or Macintosh platform, please embed
all PostScript fonts except the standard families of Helvetica, Times,
Symbol, and Palatino into your file. (Do not embed Truetype fonts.) If
you use fonts other than Times and Helvetica, you lower the chance of successful
conversion of your file to PDF; consequently, we strongly recommend that
you use the Times Roman family of fonts.
If you are unsure about how to create a PostScript file, please consult
these instructions.
or request help from someone at your site.
About AAAI
Founded in 1979, the American Association for Artificial Intelligence
(AAAI) is a nonprofit scientific society
devoted to advancing the scientific understanding of the mechanisms underlying
thought and intelligent behavior and their embodiment in machines. AAAI
also aims to increase public understanding of artificial intelligence,
improve the teaching and training of AI practitioners, and provide guidance
for research planners and funders concerning the importance and potential
of current AI developments and future directions. Major AAAI activities
include organizing and sponsoring conferences, symposia and workshops,
publishing a quarterly magazine for all members, publishing a series of
books, proceedings, and reports, and awarding grants and scholarships. |