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Neuron Digest Volume 13 Number 05
Neuron Digest Sunday, 6 Feb 1994 Volume 13 : Issue 5
Today's Topics:
Administrivia - Many conference announcements
ANNIE CFP
Workshop Announcements
CFP: Combining Symbolic and Connectionist Processing
Fourth Irish Neural Networks Conference - INNC'94
Send submissions, questions, address maintenance, and requests for old
issues to "neuron-request@psych.upenn.edu". The ftp archives are
available from psych.upenn.edu (130.91.68.31) in pub/Neuron-Digest or by
sending a message to "archive-server@psych.upenn.edu".
----------------------------------------------------------------------
Subject: Administrivia - Many conference announcements
From: "Neuron-Digest Moderator, Peter Marvit" <neuron@psych.upenn.edu>
Date: Sun, 06 Feb 1994 21:04:08 -0500
Dear readers,
There have been a number of conference announcements which have been
piling up in queue. You will therefore see a number of CFP and
conference annoucnements. Please make careful note of dates.
: Peter Marvit, Neuron Digest Moderator <neuron-request@psych.upenn.edu> :
: Courtesy of the Psychology Department, University of Pennsylvania :
: 3815 Walnut St., Philadelphia, PA 19104 w:215/898-6274 h:215/387-6433 :
------------------------------
Subject: ANNIE CFP
From: Madhav Moganti <mmoganti@isc.umr.edu>
Date: Tue, 25 Jan 1994 21:21:04 -0600
Hi Colleague,
ANNIE conference is held every year in St. Louis, Missouri
during November. I request you to include "CALL for PAPERS" for this
conference in the forth comming Neural-Nets digest. The details of
the conference are provided below. Feel free to contact me for further
information.
Thanking You,
Madhav Moganti
mmogati@cs.umr.edu
(314) 364-7144
- ----------------------------Cut Here---------------------------------------
============================================================================
CALL FOR PAPERS
============================================================================
ANNIE '94
=========
ARTIFICIAL NEURAL NETWORKS IN ENGINEERING
November 13 -16, 1994
Marriott Pavilion Hotel
St. Louis, Missouri
============================================================================
ANNIE '94 will be held on November 13 - 16, 1994, at Marriott's Pavilion
Hotel in downtown St. Louis, Missouri, USA. This will be the fourth
international gathering of researchers interested in engineering applications
of neural networks. The previous conferences drew approximately 150 papers
each from twelve countries and their proceedings were published by ASME press
as hardbound books titled Intelligent Engineering Systems Through Artificial
Neural Networks edited by Drs. Dagli, Kumara and Shin, Intelligent Engineering
Systems Through Artificial Neural Networks, Vol 2 edited by Drs. Dagli, Burke
and Shin, and Intelligent Engineering Systems Through Artificial Neural
Networks, Vol 3 edited by Drs. Dagli, Burke, Fernandez, and Ghosh.
The conference will cover the theory of artificial neural networks and its
applications in the engineering domain. The objective of the conference is to
bring together researchers in the field of neural networks and exchange ideas
on their applications to engineering problems. Presentations dealing with
artificial neural network implementations in manufacturing, process control
and monitoring, manufacturing feature recognition, image processing, control,
hybrid systems, neurally based networks, chaos, wavelets, and optimization are
encouraged.
TOPICS OF INTEREST:
===================
Artificial Neural Network Architectures:
- ---------------------------------------
-Paradigms
-Neurally-Based Networks
-Associative Memory
-Learning Algorithms and Training
-Performance Analysis
-Theoretical Foundations of Architectures
-Fuzzy Logic
-Genetic Algorithms
-Chaos
-Wavelets
-Soft Computing
Pattern Recognition:
- -------------------
-Pattern Identification
-Feature Identification
-Machine Vision and Image Processing
Neuro-Control:
- -------------
-Adaptive Control
-Non-linear Systems Modeling
-Diagnosis
-Process Monitoring
Neuro-Engineering Systems:
- -------------------------
-Manufacturing Applications
-Optimization
-Hybrid Artificial Neural Systems
-Engineering Applications
Papers and session proposals relevant to these or closely related areas
are invited.
CALL FOR CONTRIBUTED PAPERS:
===========================
The organizing committee invites all persons interested in the applications
of artificial neural networks in engineering to submit papers for presentation
at the conference. All papers accepted for presentation will be published in
the conference proceedings.
All papers will be reviewed for technical merit and content by senior
researchers in the field to assure a high-quality conference and proceedings
based on full paper submissions. Authors are requested to send a letter of
intent, an information sheet that includes the full name of the author(s),
title, address, phone number and FAX or E-mail number (if applicable) and an
abstract (up to 200 words) by March 4, 1994. Full papers are due by May
20, 1994. Authors will be notified of the status of their submittal by
July 8, 1994 and camera-ready manuscripts will be due by August 12, 1994.
Approximately six to eight pages will be allocated for each accepted paper
in the proceedings. Authors should forward their letter of intent, information
sheet, abstract and full paper to:
Dr. Cihan H. Dagli
Conference Chair
223 Engineering Management Building
University of Missouri-Rolla
Rolla, MO 65401-0249,
USA
Phone: (314) 341-4374
FAX: (314) 341-6567
E-Mail: DAGLI@SHUTTLE.CC.UMR.EDU
MONYA@SHUTTLE.CC.UMR.EDU
KEYNOTE SPEAKERS:
================
ANNIE '94 will be seeking to invite distinguished researchers from industry,
government and academia as keynote speakers. Suggestions of possible
speakers' names should be made to the Conference Chair.
AWARDS:
======
ANNIE '94 is planning to present a Best Paper Award to the authors of two
papers in the area of "Novel Engineering Applications" and "Theoretical
Development of Artificial Neural Networks" with best technical merit.
AUTHORS' SCHEDULE:
- -----------------
March 4, 1994
Deadline for contributed paper abstract, information sheet
and letter of intent
May 20, 1994
Deadline for full papers
July 8, 1994
Notification of status of contributed papers
August 12, 1994
Deadline for camera ready manuscripts
CONFERENCE TUTORIALS:
- --------------------
The organizing committee intends to arrange tutorials to be held in
conjunction with the conference. The following, or closely related,
topics are encouraged:
-Pattern Recognition
-Bio-medical Image Processing
-Neurally-Based Networks
-Specific Artificial Neural Network Paradigms
-Learning Algorithms
-Chaos
-Wavelets
-Fuzzy Logic
-Genetic Algorithms
-Soft Computing
Interested individuals should contact the Conference Chairman.
EXHIBITORS:
==========
ANNIE '94 is inviting companies and research institutions interested in
Artificial Neural Network Applications in Engineering to take part in
the ANNIE Exhibition to be held on November 13 -16, 1994. Book companies
publishing in this area are also welcome. For further information,
please contact:
ANNIE '94
Engineering Management Department
223 Engineering Management Building
University of Missouri-Rolla
Rolla, MO 65401
Phone: (314) 341-6576
FAX: (314) 341-6567
CONFERENCE PROCEEDINGS:
======================
Papers submitted to the conference will be reviewed by two referees and
all accepted papers will be published as a hardbound book published by
ASME Press and edited by Drs. Dagli, Fernandez, Ghosh, and Kumara. A copy
of the book will be given to each participant at the conference. After the
conference, the book will be available from the publisher.
SPONSORING ORGANIZATIONS:
========================
Office of Naval Research, Arlington, VA
Dynamic Systems and Control Division, ASME
McDonnell Douglas Corporation, St. Louis, MO
Corporate Headquarters, Lockheed Corp. Calabasas, CA
Boeing Corporation, Seattle, WA
Center for Optimization and Control, Washington University, St. Louis, MO
ORGANIZING COMMITTEE:
====================
Conference Chair:
- ----------------
Prof. Cihan H. Dagli
Engineering Management
University of Missouri-Rolla
Rolla, MO
Conference Co-Chair:
- -------------------
Prof. Benito Fernandez
Mechanical Engineering
University of Texas at Austin
Prof. Joydeep Ghosh
Electrical and Computer Engineering
University of Texas at Austin
Prof. Soundar R.T. Kumara
Industrial and Management Systems Engineering
Penn State University
Members:
- --------
USA:
Prof. Luke Achenie, University of Connecticut
Prof. Hojjat Adeli, Ohio State University at Columbus
Prof. Massoud Amin, Washington University-St. Louis
Prof. Marijke F. Augusteijn, University of Colorado
Prof. Laura I. Burke, Lehigh University
Prof. Thomas P. Caudell, Boeing Corp.
Dr. Tien-Hsin Chao, Jet Propulsion Lab
Prof. Rama Chellappa, University of Maryland
Prof. C.L. Philip Chen, Wright State University
Prof. John Y. Cheung, University of Oklahoma
Prof. George Chryssolouris, MIT
Dr. Joel Davis, ONR, Arlington, VA
Prof. Okan Ersoy, Purdue University
Prof. Laurene Fausett, Florida Institute of Technology
Dr. William A. Fisher, Lockheed, Palo Alto, CA
Prof. Jim Garrett, Carnegie-Mellon University
Prof. Jamshid Ghaboussi, University of Illinois-Urbana
Prof. David Goldberg, University of Illinois
Prof. Bruce Golden, University of Maryland
Dr. Aloke Guha, Honeywell, Minneapolis, MN
Mr. Michael L. Hinman, Rome Air Devlp. Ctr.
Prof. Susan I. Hruska, Florida State University
Prof. Michael Jordan, MIT
Prof. Nicolaos Karayiannis, University of Houston
Prof. R.L. Kashyap, Purdue University
Prof. Andrew Kusiak, University of Iowa
Prof. Chun-Shin Lin, University of Missouri-Columbia
Prof. Stephen C-Y. Lu, University of Illinois-Urbana
Dr. Kenneth Marko, Ford Motor Company
Mr. Thomas McTigue, McDonnell-Douglas, St. Louis, MO
Prof. Evangelia Micheli-Tzanakou, Rutgers University
Prof. Haluk Ogmen, University of Houston
Prof. Tokunbo Ogunfunmi, Santa Clara University
Prof. John M. Owens, Auburn University
Prof. Ozcan Ozdamar, University of Miami-Coral Gables
Prof. Gary K. Patterson, University of Missouri-Rolla
Prof. James Peterson, Clemson University
Prof. Russell Pimmel, University of Alabama-Tuscaloosa
Prof. P.A. Ramamoorthy, University of Cincinnati
Prof. Ervin Rodin, Washington University-St. Louis
Prof. Steven K. Roger, Air Force Inst. of Technology
Prof. Mohammed Sayeh, SIU-Carbondale
Prof. Ishwar K. Sethi, Wayne State University
Prof. Yung C. Shin, Purdue University
Prof. Alice Smith, University of Pittsburgh
Dr. Donald Specht, Lockheed Missiles and Space Co., Inc.
Prof. Daniel St. Clair, University of Missouri-Rolla
Prof. John P.H. Steele, Colorado School of Mines
Dr. Richard Sutton, GTE Labs MS-44
Prof. Janos Sztipanovits, Vanderbilt University
Prof. Harold Szu, NSWC, Washington, DC
Prof. Lefteri H. Tsoukalas, Univ. of Tennessee-Nashville
Prof. Aynur Unal, Vision & Sound Res. Inst.
Prof. Benjamin Wah, University of Illinois-Urbana
Dr. Paul Werbos, National Science Foundation
Prof. Chwan-Hwa Wu, Auburn University
Prof. Francis T. Yu, Pennsylvania State University
Prof. Jacek M. Zurada, University of Louisville
CANADA:
Prof. Michael Guillot, University of Laval, Quebec
Mr. John Sutherland, AND America Ltd.
JAPAN:
Prof. Yasuhiko Dote, Muroran Institute of Technology
Prof. Toshihiro Ioi, Chiba Institute of Technology
Prof. Yukinori Kakazu, Hokkaido University
Prof. Setsuo Ohsuga, University of Tokyo
Prof. Youchi Okabe, University of Tokyo
Prof. Masaharu Kitamura, Tohoku University
UNITED KINGDOM:
Prof. Muhammed A. Javed, Southampton Institute, U.K.
Prof. Tim Spracklen, University of Aberdeen, Scotland
Prof. Gary Whittington, University of Aberdeen, Scotland
FRANCE:
Prof. Stephane Canu, Universite de Compi
egne, Cedex
Prof. Thierry Denoeux, Universite de Compie
gne, Cedex
Prof. Bernard Dubuission, University of Compie
gne, Cedex
Prof. Pierre Morizet, University of Compie
gne, Cedex
AUSTRIA:
Prof. George Dorffner, Austria Research Institute for AI
Prof. Robert Trappl, Austria Research Institute for AI
BELGIUM:
Dr. F. Vandamme, BIKIT, University of Ghent
GERMANY:
Dr. Winfried Schauer, Tech Hoch. Schule Wismar, Wismar
=========================================================================
-------END OF ARTICLE----------
=========================================================================
- ----------------------------Cut Here---------------------------------------
------------------------------
Subject: Workshop Announcements
From: franz@neuro.informatik.uni-ulm.de (Franz Kurfess)
Date: Tue, 01 Feb 1994 18:48:09 +0100
[ I'm not sure if my first mail went through,
so here is another attempt; please forgive
me if you receive two copies -- FK ]
Appended please find two announcements
for the workshops
"Logic and Reasoning with Neural Networks"
Workshop at the
International Conference on Logic Programming ICLP'94
Santa Margherita Ligure, Italy
June 17 or 18, 1994
and
"Combining Symbolic and Connectionist Processing"
Workshop held in conjunction with ECAI-94
August 9, 1994 - Amsterdam, The Netherlands
We would appreciate it if you could include this
information in your collection.
Thank you very much
Franz Kurfess
University Ulm
Department Neuroinformatik Telephone: (+731) 502-4153
Oberer Eselsberg Fax: (+731) 502-4156
D-89069 Ulm franz@neuro.informatik.uni-ulm.de
GERMANY
*********************************************************************
FIRST CALL FOR PAPERS
"Logic and Reasoning with Neural Networks"
Workshop at the
International Conference on Logic Programming ICLP'94
Santa Margherita Ligure, Italy
June 17 or 18, 1994
Description of the Workshop
===========================
The goal of the workshop is to initiate discussions
and foster interaction between researchers interested
in the use of neural networks and connectionist models
for various aspects of logic and reasoning.
There are a number of domains where the combination
of neural networks and logic opens up interesting
perspectives:
* Methods for Reasoning
- - cognitively plausible models of reasoning
- - reasoning with vague knowledge
- - neural inference mechanisms
- - probabilistic reasoning with neural networks
* Knowledge Representation Aspects
- - representation of non-symbolic information
- - knowledge acquisition from raw data (rule extraction)
with neural networks
- - representation of vague knowledge
- - similarity-based access to knowledge
- - context-dependent retrieval of facts
* Integration of Symbolic and Neural Components
- - combining sub-symbolic and symbolic information
- - pattern recognition
- - sensor fusion
* Implementation Techniques
- - connectionist implementations of symbolic inference mechanisms
- - neural networks as massively parallel implementation technique
- - neural networks for learning of search heuristics
There are at least three major aspects where a discussion
of neural networks / connectionist models can be beneficial
to the logic programming community at this time:
* development of reasoning techniques which are
closer to the way humans reason in everyday situation
* dealing with vague knowledge, i.e. imprecise, uncertain,
incomplete, inconsistent information, possibly from
different sources and in various formats
* efficiency improvements for symbolic inference mechanisms,
e.g. through adaptive learning from previously solved problems,
or content-oriented access to rules and facts
Submission of Papers
====================
Prospective contributors are invited to submit papers
or extended abstracts to the organizers by April 1, 1994.
They will be notified about acceptance or rejection by May 1.
The final version of the papers is due June 1.
We are planning to make the full papers accessible
to the workshop participants in an ftp archive,
and hand out only copies of the abstracts.
If possible, please use a text processing program
that allows you to produce PostScript output;
otherwise it might be difficult to print out
copies on other systems than the one you used.
Preliminary Agenda
==================
There will be one or two talks of approximately 30 min.
where the essential background on the use of neural networks
for logic and reasoning will be presented.
The main purpose for this is to offer a brief introduction to
those attendants with little knowledge of neural networks,
and to provide a common framework of reference for the workshop.
Care will be taken that these presentations concentrate on
fundamental aspects, providing an overview of the field
rather than a detailed technical review of one
particular system or approach.
The rest of the time slots will be used for presentations
of submitted papers, i.e. approximately two in each section,
with enough time for discussion.
The final time schedule will be distributed after May 1.
The workshop will be concluded by a final discussion
and a wrap-up of important aspects.
Important Dates
===============
Submission deadline April 1, 1994
Notification of acceptance/rejection May 1, 1994
Final version of papers due June 1, 1994
Date of the workshop June 17 or 18, 1994
Registration
============
According to the standard policy of LP post-coference workshops,
the workshops are integrating part of the conference.
This means that participants of the workshop are expected
to register for the conference.
Workshop Organizers
===================
Franz Kurfess
Dept. of Neural Information Processing
University of Ulm
D-89069 Ulm, Germany
Voice : +49/731 502-41+4953
Fax : +49/731 502-4156
E-mail: kurfess@neuro.informatik.uni-ulm.de
Alessandro Sperduti
CSD - University of Pisa
Corso Italia 40
56100 Pisa, Italy
Voice : +39/50 510 248
Fax : +39/50 510 226
E-mail: perso@di.unipi.it
*********************************************************************
Call for Papers
COMBINING SYMBOLIC AND CONNECTIONIST PROCESSING
Workshop held in conjunction with ECAI-94
August 9, 1994 - Amsterdam, The Netherlands
Until a few years ago, the history of AI has been marked by two parallel,
often antagonistic streams of development -- classical or symbolic AI and
connectionist processing. A recent research trend, premissed on the
complementarity of these two paradigms, strives to build hybrid systems
which combine the advantages of both to overcome the limitations of each.
For instance, attempts have been made to accomplish complex tasks by blending
neural networks with rule-based or case-based reasoning. This workshop will
be the first Europe-wide effort to bring together researchers active in the
area in view of laying the groundwork for a theory and methodology of
symbolic/connectionist integration (SCI).
The workshop will focus on the following topics:
o theoretical (cognitive and computational) foundations of SCI
o techniques and mechanisms for combining symbolic and neural
processing methods (e.g. ways of improving and going beyond
state-of-the-art rule compilation and extraction techniques)
o outstanding problems encountered and issues involved in SCI
(e.g. Which symbolic or connectionist representation schemes
are best adapted to SCI? The vector space used in neural nets
and the symbolic space have fundamental mathematical differences;
how will these differences impact SCI? Do we have the conceptual
tools needed to cope with this representation problem?)
o profiles of application domains in which SCI has been (or can be)
shown to perform better than traditional approaches
o description, analysis and comparison of implemented
symbolic/connectionist systems
SUBMISSION REQUIREMENTS
Prospective participants should submit an extended abstract of at most
12 pages, either via email in postscript format or via regular mail, in
which case 3 copies are required. All submissions should reach the
contact person below by April 1, 1994. To facilitate blind reviewing,
each submission should include a separate information page containing the
title of the paper, author names and affiliations, and the complete address
(including telephone, fax and email) of the first author. The paper itself
should contain the title but may bear no indication as to the authors'
identities.
Each paper will be reviewed by at least two members of the Program Committee.
Notification of acceptance or rejection will be sent to first authors by
May 1, 1994. Camera-ready copies of accepted papers are due on June 1st and
will be reproduced for distribution at the workshop.
Those who wish to participate without presenting a paper should send a
request describing their research interests and/or previous work in the
field of SCI. Since attendance will be limited to ensure effective
interaction, these requests will be considered after screening of submitted
papers. All workshop participants are required to register for the main
conference.
PROGRAM COMMITTEE
Bernard Amy (LIFIA-IMAG, Grenoble, France)
Patrick Gallinari (LAFORIA, University of Paris 6, France)
Franz Kurfess (Dept. Neural Information Processing, University of Ulm, Germany)
Christian Pellegrini (CUI, University of Geneva, Switzerland)
Alessandro Sperduti (CSD, University of Pisa, Italy)
IMPORTANT DATES
Submission deadline April 1, 1994
Notification of acceptance/rejection May 1, 1994
Final papers due June 1, 1994
Date of the workshop August 9, 1994
CONTACT PERSON
Melanie Hilario
CUI - University of Geneva
24 rue General Dufour
CH-1211 Geneva 4
Voice: +41 22/705 7791
Fax: +41 22/320 2927
Email: hilario@cui.unige.ch
------------------------------
Subject: CFP: Combining Symbolic and Connectionist Processing
From: Hilario Melanie <hilario@cui.unige.ch>
Date: Tue, 01 Feb 1994 19:48:06 +0100
Call for Papers
COMBINING SYMBOLIC AND CONNECTIONIST PROCESSING
Workshop held in conjunction with ECAI-94
August 9, 1994 - Amsterdam, The Netherlands
Until a few years ago, the history of AI has been marked by two
parallel, often antagonistic streams of development -- classical or
symbolic AI and connectionist processing. A recent research trend,
premised on the complementarity of these two paradigms, strives to
build hybrid systems which combine the advantages of both to overcome
the limitations of each. For instance, attempts have been made to
accomplish complex tasks by blending neural networks with rule-based
or case-based reasoning. This workshop will be the first Europe-wide
effort to bring together researchers active in the area in view of
laying the groundwork for a theory and methodology of
symbolic/connectionist integration (SCI).
The workshop will focus on the following topics:
o theoretical (cognitive and computational) foundations of SCI
o techniques and mechanisms for combining symbolic and neural
processing methods (e.g. ways of improving and going beyond
state-of-the-art rule compilation and extraction techniques)
o outstanding problems encountered and issues involved in SCI
(e.g. Which symbolic or connectionist representation schemes
are best adapted to SCI? The vector space used in neural nets
and the symbolic space have fundamental mathematical differ-
ences; how will these differences impact SCI? Do we have the
conceptual tools needed to cope with this representation
problem?)
o profiles of application domains in which SCI has been (or can
be) shown to perform better than traditional approaches
o description, analysis and comparison of implemented symbolic/
connectionist systems
SUBMISSION REQUIREMENTS
Prospective participants should submit an extended abstract to the contact
person below, either via email in postscript format or via regular mail,
in which case three copies are required. Each submission should include a
separate information page containing the title of the paper, author names
and affiliations, and the complete address (including telephone, fax and
email) of the first author. The paper itself should not exceed 12 pages.
Submission deadline is April 1, 1994.
Each paper will be reviewed by at least two members of the Program
Committee. Notification of acceptance or rejection will be sent to first
authors by May 1, 1994. Camera-ready copies of accepted papers are due on
June 1st and will be reproduced for distribution at the workshop.
Those who wish to participate without presenting a paper should send a
request describing their research interests and/or previous work in the
field of SCI. Since attendance will be limited to ensure effective inter-
action, these requests will be considered after screening of submitted
papers. All workshop participants are required to register for the main
conference.
PROGRAM COMMITTEE
Bernard Amy (LIFIA-IMAG, Grenoble, France)
Patrick Gallinari (LAFORIA, University of Paris 6, France)
Franz Kurfess (Dept. Neural Information Processing, University of Ulm, Germany)
Christian Pellegrini (CUI, University of Geneva, Switzerland)
Noel Sharkey (DCS, University of Sheffield, UK)
Alessandro Sperduti (CSD, University of Pisa, Italy)
IMPORTANT DATES
Submission deadline April 1, 1994
Notification of acceptance/rejection May 1, 1994
Final papers due June 1, 1994
Date of the workshop August 9, 1994
CONTACT PERSON
Melanie Hilario
CUI - University of Geneva
24 rue General Dufour
CH-1211 Geneva 4
Voice: +41 22/705 7791
Fax: +41 22/320 2927
Email: hilario@cui.unige.ch
------------------------------
Subject: Fourth Irish Neural Networks Conference - INNC'94
From: Ronan Reilly <rreilly@nova.ucd.ie>
Date: Thu, 03 Feb 1994 15:38:08 +0000
FOURTH IRISH NEURAL NETWORK CONFERENCE - INNC'94
University College Dublin, Ireland
September 12-13, 1994
FIRST CALL FOR PAPERS
Papers are solicited for the Fourth Irish Neural Network
Conference (INNC'94). They can be in any area of theoretical
or applied neural networks. A non-exhaustive list of topic headings
include:
Learning algorithms
Cognitive modelling
Neurobiology
Natural language processing
Vision
Signal processing
Time series analysis
Hardware implementations
An extended abstract of not more than 500 words should be sent,
preferably by e-mail, to:
Ronan Reilly - INNC'94
Dept. of Computer Science
University College Dublin
Belfield
Dublin 4
IRELAND
e-mail: rreilly@nova.ucd.ie
The deadline for receipt of abstracts is March 31, 1994. Authors will
be contacted regarding acceptance by April 30, 1994. Full papers will
be required by August 31, 1994.
------------------------------
End of Neuron Digest [Volume 13 Issue 5]
****************************************
