Machine Learning List: Vol. 15, No. 13 Saturday, August 2, 2003
Contents Meeting Announcements Call for Proposals: ICML2004 Workshop on Applications, Products and Services of Web-based Support Systems Workshop on Knowledge Grid and Grid Intelligence ECCBR 04 Call for workshop proposals IPMU 2004 CALL FOR PAPERS CFP: Fourth SIAM International Conference on Data Mining (2004) CALL FOR WORKSHOP AND TUTORIAL PROPOSALS: SDM 2004 ACM SAC 2004 -- Call for Papers Miscellany JMLR Special Issue on the Fusion of Domain Knowledge with Data The Machine Learning List is moderated. Contributions should be relevant to the scientific study of machine learning. Please send submissions for distribution to: [EMAIL PROTECTED] For requests to be added, removed, or to change your email address, send email to: [EMAIL PROTECTED] To keep mailings to a manageable size, please keep submissions brief. For meeting announcements, do highlight the meeting Web site and the goals of the event but omit information such as the program committee and talk schedules. Also, only first calls for papers and change of deadline announcements will be included. The ML List moderator reserves the right to omit/edit submissions to meet these criteria. ---------------------------------------------------------------------- From: "Thomas G. Dietterich" <[EMAIL PROTECTED]> Subject: Call for Proposals: ICML2004 Date: Sat, 19 Jul 2003 15:19:45 -0700 INTERNATIONAL CONFERENCE ON MACHINE LEARNING 2004 CALL FOR PROPOSALS In the summer of 2004, the International Conference on Machine Learning will be held. The purpose of this call is to invite groups interested in hosting the conference to submit proposals. The group selected to host the conference will work with a Program Chair and/or Conference Chair chosen by the Board of the International Machine Learning Society (IMLS). Proposals should address the following issues: 1. Proposed Dates. The conference should be scheduled for four days (one day reserved for workshops and tutorials; three days for paper sessions, poster sessions, and invited talks). The conference prefers dates in the range from June 15 to July 15, but other dates will be considered, particularly if they permit co-location with other conferences. 2. Locale Parameters. - Accessibility. Is it easy and inexpensive for people (especially graduate students) to travel to the conference site? (Compute mean airfares from Europe, North America, and Asia. Include ground transportation from relevant airports to the site.) - Meeting Rooms, AV Equiment, etc. What are the physical facilities like? Consider rooms for plenary sessions, parallel sessions, workshops, tutorials, and poster sessions. What are the charges, if any, for using them? - Meals and Lodging. Is there low-cost, quality housing available for attendees (especially graduate students)? How far from the meeting rooms? Where will attendees eat? Please estimate costs for meals and lodging. - Demo facilities. Will there be computing equipment and space available to support demos? - Internet access. Is wired or wireless internet access available? At what cost? - Other features. You may mention any other aspects of the site or the region that are relevant. 3. Local Machine Learning Community. Is there a local ML group/community that can help with organization and funding? 4. Opportunities to co-locate with other conferences. 5. Organizational and Institutional Support. Is there a conference office that can help with local arrangements? Proposals (postscript or PDF) should be sent before August 4 to Tom Dietterich, President IMLS [EMAIL PROTECTED] Proposals will be ranked according to cost and accessibility, proposed dates, opportunities for co-location, attractiveness of the location, and experience of the host group. ------------------------------ From: Undisclosed Sendor <[EMAIL PROTECTED]> Subject: Workshop on Applications, Products and Services of Web-based Support Systems Date: Wed, 23 Jul 2003 18:02:44 +0800 (CST) Call for Papers Workshop on Applications, Products and Services of Web-based Support Systems October 13, 2003, Halifax, Canada http://www2.cs.uregina.ca/~jtyao/Workshop_WI03/Workshop_WI03.html In conjunction with 2003 IEEE/WIC International Conference on Web Intelligence http://www.comp.hkbu.edu.hk/WI03/ The Web provides a new medium for storing, presenting, gathering, sharing, processing and using information. The impacts of the Web can be felt in almost all aspects of life. Web Intelligence is a sub-field of computer science that tries to meet the challenges and take advantages of the opportunities offered by the Web. The workshop aims to a particular field of Web Intelligence by providing a forum for the discussion and exchange of ideas and information by researchers, students, and professionals on the issues and challenges brought on by the Web technology for various support systems. One of our goals is to find out how applications and adaptations of existing methodologies on the Web platform benefit our decision-makings and various activities. Topics: Some suggested topics for the workshop include, but are not limited to: - Web-based Decision Support Systems - Web-based Information Retrieval Support Systems - Web-based Multimedia Systems - Web-based Groupware System - Web-based Knowledge Management System - Web-based Educational System - Web-based Research Support Systems - Web-based Business Support Systems - Web-based Financial and Economic Systems - Web-based Internet Banking System - Web-based Applications - Web-based Negotiation Support Systems - XML and Semi-structured Data Management on the Web - Web Information Management - Web Information Retrieval - Web Mining and Farming - CASE tools and software for developing web-based applications - User-interface design issues for web-based applications - Visualizations of web-based systems - Systems Analysis and Design methods for web-based applications - Security issues related to web-based applications - Web-based Systems Development Important Dates: August 22, 2003 Deadline for submission of papers September 6, 2003 Notification of acceptance (1 week prior to Early Registration deadline) September 26, 2003 Final copy due October 13, 2003 Conference Submissions: Submitted papers should be formatted in the style of IEEE-Computer Society Format: http://www.computer.org/cspress/instruct.htm The page limit for the final version is 12 pages. We only accept electronic submissions. Please send your manuscripts in PDF format to the program chairs: Dr. JingTao Yao Dr. Pawan Lingras University of Regina Saint Mary's University Canada Canada [EMAIL PROTECTED] [EMAIL PROTECTED] Publication: The onsite proceedings of the workshop will be published by WI 2003. We may have a post-workshop special issue on a journal or an edited book for selected papers with revision and extension. ------------------------------ From: Undisclosed Sendor <[EMAIL PROTECTED]> Subject: Workshop on Knowledge Grid and Grid Intelligence Date: Fri, 25 Jul 2003 18:40:22 +0800 (CST) Workshop on "Knowledge Grid and Grid Intelligence" October 13, 2003, Halifax, Canada http://www.comp.hkbu.edu.hk/~william/KGGI03/index.html In conjunction with 2003 IEEE/WIC International Conference on Web Intelligence / Intelligent Agent Technology http://www.comp.hkbu.edu.hk/WI03 http://www.comp.hkbu.edu.hk/IAT03 The Grid Computing has evolved from the earlier days of merely sharing distributed resources for solving big computational tasks to the latest trend of developing the Grid as a service-oriented architecture to support transparent and reliable distributed systems integration. Thanks to its recent marriage with Web Services and the Semantic Web. While the Semantic Web + Web Services emphasizes on the interoperability of different on-line systems, the Grid complements it by providing the infrastructure to handle large-scale distributed enterprises information systems. We envision that the success of using the Grid for distributed system integration will reply on how to have the resources of the Grid, with its increasing scale and complexity, well managed. ``Grid intelligence'' refers to a newly emerging research field focusing on how the data and information available on different levels of Grid services (e.g., HTML/XML/RDF/... documents, hyperlinks, Web usage, service response time, service quality, ...) can be carefully acquired, preprocessed, represented, interchanged, integrated and eventually converted into unique intelligences (knowledge) -- to enhance the overall Grid performance. Related research issues include intelligent mechanisms for resource specification, discovery, brokering/matchmaking, scheduling, negotiation, etc. Agent-based technologies address the autonomy, socialablity, adaptability and goal-driven properties of software systems and thus provide the most suitable computing paradigm for the dynamically changing Grid environment. As higher-level knowledge is going to play a more important role in the future Grid applications (e.g., e-science, e-business), issues related to knowledge representation, discovery, integration, interchange of different types of media in a distributed environment have to be carefully addressed. Related Web intelligence techniques including data mining and knowledge discovery, text and multimedia content analysis, semantic information extraction and integration, ontology engineering, etc. can be applied. We believe that eventually the Data Grid and Computational Grid can integrated with the "Knowledge Grid", making a lot of used-to-be complicated and computationally expensive tasks truly just-in-time and on-demand. Some related areas are listed as but not limited to: - Web intelligence solutions for knowledge grids - Data/Information/Knowledge Grids integration, mediation and middleware - Knowledge representation and ontology learning - Data mining and knowledge discovery in distributed datasets - Text and multimedia content analysis and indexing - Semantic Web mining and metadata generation - Semantically interoperable Web services - Knowledge management in Grid environment - Agent-based Workflow systems - Applications in e.g., e-science (computation, visualization), e-business (distributed system integration) - Agent architectures on and for the Grid - Agent decision making model - Self-organizing systems and emergent organization - Distributed problem solving on the grids - Distributed coordination - Collective, self-organized intelligence - Modeling and characterization of agent dynamics - Coalition formation - Conflicts, conflict resolution and negotiation - Grid service and policy semantics and ontologies - Grid service creation, advertisement, registration, contract creation, delivery - Robust/automonic/self-organized mechanisms for Grid service discovery, matchmaking, scheduling and resource management - Computational economy - Online negotiation of access to Grid services - Grid service usage policy management and enforcement - Dynamic formation and management of virtual organizations in Grid - Security, privacy and agents Important Dates: September 1, 2003 Deadline for submission of papers September 14, 2003 Notification of acceptance September 26, 2003 Final copy due October 13, 2003 Workshop Submissions: Submitted papers should be formatted in the style of IEEE-Computer Society Format: http://www.computer.org/cspress/instruct.htm The page limit for the final version is 12 pages. We only accept electronic submissions. Please send your manuscripts in PDF format to the program chairs: For more information, see: http://www.comp.hkbu.edu.hk/~william/KGGI03/index.html ------------------------------ From: [EMAIL PROTECTED] Subject: ECCBR 04 Call for workshop proposals Date: Tue, 29 Jul 2003 12:12:09 +0200 CALL FOR WORKSHOP PROPOSALS Seventh European Conference on Case-Based Reasoning 30th August - 2nd September, 2004 Madrid, Spain GENERAL INFORMATION The organizing committee of the Seventh European Conference on Case-Based Reasoning (ECCBR-04) invites proposal for the Workshop Program. The workshops will be held on 31 August 2004. These workshops will provide a platform for presenting and exchanging novel ideas. The participants will have the opportunity to explore emerging topics in case-based reasoning (CBR) research and applications in an informal setting. In particular, workshop proposals that focus on specific CBR research and application topics are encouraged. Each workshop will run for up to 3 hours. At the end of the workshop day, each workshop organizer(s) will be given 10 minutes to summarize the presentations and discussions of their respective workshops. The workshop organizers will determine the content and the format of their workshops, although, mini-conference proposals are discouraged. Organizers are encouraged to allot ample time for discussion. ECCBR 04 organizing committee will provide meeting facilities for the workshops and organize the printing and distribution of the workshop proceedings. Each workshop organizing committee shall: - Produce a call for participation for their workshop. The call should specify the appropriate review and selection procedure for papers and presentations, the submission procedure, format, and include important dates as suggested below. - Review and select presentations and papers. - Edit their workshop’s selections and send them to the Workshop Chairs (See contact information) according to the dates indicated below. IMPORTANT DATES 12 Dec 2003 Workshop proposals submission deadline. 5 Jan 2004 Proposal acceptance notification 26 Jan 2004 Call for papers deadline 7 May 2004 Suggested deadline for workshop paper submissions 7 June 2004 Deadline for notification of workshop paper acceptance 9 July 2004 Deadline for camera-ready copies of accepted workshop papers 16 July 2004 Deadline for submission of camera-ready copies to the workshop chairs PROPOSAL SUBMISSION GUIDELINES The proposals should be 2-4 pages long and contain the following information: - Proposed workshop title. - A brief technical description of the workshop including the goals and technical issues that will be the focus of the workshop. - A brief description of why and to whom the workshop would be of interest. - A draft call for papers. - A preliminary workshop agenda and a schedule for the workshop. This should include how the organizers intend to conduct the workshops (e.g., discussions, panel discussions, presentations, and invited talks). - If available a list of interested participants and groups. - Intended means of advertising the workshop. - The names, postal addresses, phone numbers, and email addresses of the proposed workshop organizing committee. This committee should consist of three or four people knowledgeable on the issues to be discussed in the workshop. Please submit an electronic copy (PDF, PS, or MS Word) of workshop proposals by email no later than 12 December, 2003 to either of the workshop chairs: Pablo Gervás ([EMAIL PROTECTED]) or Kalyan Moy Gupta ([EMAIL PROTECTED]). Proposals will be reviewed by the organizing committee and prospective organizers will notified of their decision by 5 Jan, 2004. WORKSHOP PAPER SUBMISSION GUIDELINE Workshop papers must be limited to 10 pages in length and conform to the Springer LNCS format. Instructions for authors along with LaTeX and Word macro files are available on the web at http://www.springer.de/comp/lncs/authors.html. For more information, please see: www.idt.mdi.se/eccbr/ (click on workshop the hyperlink) ------------------------------ From: Bernadette Bouchon-Meunier <[EMAIL PROTECTED]> Subject: IPMU 2004 CALL FOR PAPERS Date: Thu, 31 Jul 2003 09:35:55 +0100 IPMU 2004 FIRST ANNOUNCEMENT AND CALL FOR PAPERS 10th International Conference on "Information Processing and Management of Uncertainty in Knowledge-Based Systems" July, 4-9, 2004, Perugia - Italy http://ipmu2004.dipmat.unipg.it PURPOSE OF THE CONFERENCE The IPMU Conference is organized every two years with the focus of bringing together scientists working on methods for the management of uncertainty and aggregation of information in intelligent systems. This conference provides a medium for the exchange of ideas between theoreticians and practitioners in these and related areas. TOPICS Theory, methods and tools Bayesian and Probabilistic Methods, Measure of Information and Uncertainty, Evidence Theory, Possibility Theory, Utility Theory, Measurement Theory, Belief Networks, Chaos Theory, Fuzzy Methods, Rough Sets, Belief Updating, Default Reasoning, Multivalued Logics, Temporal Reasoning, Non-standard Logics, Non-monotonic Logics, Approximate Reasoning, Knowledge Acquisition, Knowledge Representation, Information Incompleteness and Inconsistency, Uncertainty in Cognition, Genetic Algorithms, Evolutionary Computation, Machine Learning, Inductive Methods, Neural Networks, Aggregation Methods, Data Analysis. Application fields Intelligent Systems, Fuzzy Control, Diagnosis Systems, Expert Systems, Hybrid Systems, Clustering, Classification, Databases, Pattern Recognition, Bioinformatics, Medical Applications, Financial Engineering, Multi-Media Management, Decision Support Systems, Cyber Security, Software Engineering, Multicriteria and Group Decision Making, Information Systems, Information Retrieval, Information Fusion, Data Mining, User profiling, Intelligent web technologies. INSTRUCTIONS FOR AUTHORS All submitted papers should present research advances. Contributions will be selected based upon their quality as evaluated by at least two reviewers. A number of special sessions will be included in the program. Authors will be invited to contribute to these sessions. The special sessions will be chaired by recognised experts in the topics. Proposals for special sessions are welcome to be considered by the program committee. One full registration will cover acceptance of up to two papers; each additional accepted paper associated with the same registration will be subject to an additional fee. PAPER FORMAT Submitted full papers should be between 4 to 8 pages in length. The authors should electronically submit their papers, written in English, following the instructions in the conference web page site http://ipmu2004.dipmat.unipg.it, no later than October 12, 2003. Authors unable to submit papers electronically should send three copies of the complete paper to the Secretariat at the address given below. DATES AND DEADLINES September 14, 2003: Submission of special sessions October 12, 2003: Notification of acceptance of special sessions October 12, 2003: Submission of papers February 14, 2004: Notification of acceptance March 31, 2004: Submission of final papers July, 4-9, 2004: Conference For more information, see: http://ipmu2004.dipmat.unipg.it ------------------------------ From: Aleksandar Lazarevic <[EMAIL PROTECTED]> Subject: CFP: Fourth SIAM International Conference on Data Mining (2004) Date: Thu, 31 Jul 2003 18:52:46 -0500 (CDT) CALL FOR PAPERS FOURTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING Hyatt Orlando Near Walt Disney Resort, Orlando, Florida, USA, April 22-24, 2004 URL: http//www.siam.org/meetings/sdm04 The field of Data Mining has seen a tremendous increase of interest in recent months. Applications of Data Mining are mentioned often in the daily press, especially in the fields of security and forensics. Thus, these are exciting times for researchers and practitioners in the area. We hope that the research captured by these proceedings helps in advancing this important field. The next conference will be held in Orlando, FL, April 22-24, 2004. This conference will provide a forum for the presentation of recent results in data mining, including applications, algorithms, software, and systems. There will be peer reviewed, contributed papers as well as invited talks and tutorials. Best paper awards will be given in different categories. Proceedings of the conference will be available both online at the SIAM Web site and in hard copy form. In addition, several workshops on topics of current interest will be held on the final day of the conference. TOPICS OF INTEREST: Methods and Algorithms: Query/constraint-based data mining Probabilistic/statistical methods Mining spatial, temporal and heterogeneous data Trend and periodicity analysis Parallel/distributed/agent techniques Scalable algorithms Integration: mining, warehousing and OLAP Mining of data streams Data reduction/pre-processing Feature extraction and selection Post-processing Collaborative filtering/personalization Cost-based decision making Visual data mining Applications: Intelligence analysis Genomics, bioinformatics and biometrics Medical and health industry Text, video, and multi-media mining E-commerce and web data Financial data analysis Intrusion detection Remote sensing and earth sciences Astronomy Non-destructive evaluation Case studies / benchmarks Novel applications Human Factors and Social Issues: Languages/user interface for data mining Security / privacy of information Intellectual ownership Risk analysis IMPORTANT DATES: Paper Due Date: September 15, 2003 Author Notification: December 15, 2003 Camera-ready Version Due Date: January 9, 2004 SUBMISSION GUIDELINES: Papers submitted to this conference must not have been accepted or be under review by another conference with a published proceedings or by a journal. The work may be either theoretical or applied, but should make a significant contribution to the field. Papers should have a maximum length of 12 pages (single-spaced, 2 column, 10 point font, and at least 1 margin on each side). Authors should use US Letter (8.5 x 11) paper size. Papers must have an abstract with a maximum of 250 words and a keyword list with no more than 6 keywords. Authors are strongly encouraged to submit their papers electronically in PDF or PostScript format. For LaTeX users, please use the template available at http://www.siam.org/tex/books/booktex.htm. For Microsoft Word users, please convert your document to the PDF format. Papers can be submitted at the following Web site 4 weeks prior to the paper due date: http://msrcmt.research.microsoft.com/SIAMDM04 For further details,, see http//www.siam.org/meetings/sdm04 ------------------------------ From: Aleksandar Lazarevic <[EMAIL PROTECTED]> Subject: CALL FOR WORKSHOP AND TUTORIAL PROPOSALS: SDM 2004 Date: Thu, 31 Jul 2003 18:59:57 -0500 (CDT) CALL FOR WORKSHOP AND TUTORIAL PROPOSALS The Fourth SIAM International Conference on Data Mining April 22-24, 2004 Hyatt Orlando, Kissimmee, Florida. SDM 2004: CALL FOR WORKSHOP PROPOSALS The SDM-2004 organizing committee is seeking high quality workshop proposals. Selected workshops will focus on new challenges and initiatives in data mining research and applications. They will foster the discussion of exciting research directions and works in progress through paper presentations, discussions, and invited talks. Each workshop will be either a full-day or a half-day event. For details about workshop submission, please visit the conference web site: http//www.siam.org/meetings/sdm04 Workshop proposals should be sent via e-mail to the SDM-2004 Workshops Chair, Hillol Kargupta ([EMAIL PROTECTED]), before September 3, 2003. SDM 2004: CALL FOR TUTORIALS The SIAM Data Mining (SDM04) Organizing Committee invites proposals for tutorials to be held in conjunction with the conference. Tutorials are an effective way to educate and/or provide the necessary background to the intended audience enabling them to understand technical advances. For SDM04, we are seeking proposals for tutorials on all topics related to data mining. A tutorial may be a theme-oriented comprehensive survey, discuss novel data mining techniques or may center around successful and timely application of data mining in important application areas (e.g. medicine, national security, scientific data analysis). For examples of typical SIAM tutorials, see the set of accepted tutorials at previous SIAM conferences (SDM01, SDM02 and SDM03). Tutorials are open to all conference attendees without any extra fees. The typical tutorial will be 2 hrs long (longer tutorials will be considered), and held in parallel with two paper presentation tracks during the main conference program. This format encourages participation. Previous SDM conference attracted 50 to 100 attendees per tutorial. For details about tutorial submission, please visit the conference web Site: http//www.siam.org/meetings/sdm04 Proposals should be submitted electronically by September 3, 2003 to Srinivasan Parthasarathy ([EMAIL PROTECTED]) in PDF format (for other formats please contact the tutorial chair first). ------------------------------ From: Andrea Omicini <[EMAIL PROTECTED]> Subject: ACM SAC 2004 -- Call for Papers Date: Tue, 29 Jul 2003 11:28:48 +0200 The 19th ACM Symposium on Applied Computing SAC 2004 March 14 - 17, 2004 Nicosia, Cyprus http://www.acm.org/conferences/sac/sac2004 CALL FOR PAPERS Submission deadline: September 6, 2003 SAC 2004 For the past eighteen years, the ACM Symposium on Applied Computing has been a primary gathering forum for applied computer scientists, computer engineers, software engineers, and application developers from around the world. Last year, SAC attracted 525 papers, resulting in 200 papers published first in the SAC Proceedings, and then in the ACM Digital Library. SAC 2004 is sponsored by the ACM Special Interest Group on Applied Computing, and is hosted by the University of Cyprus in Nicosia, Cyprus. PAPERS Authors are invited to submit original papers in all areas of experimental computing and application development for the technical program, and panel and workshop proposals that deal with the symposium themes via the various track hosted by SAC 2004. Submissions fall into the following categories: * Original and unpublished research work * Reports of innovative computing applications in the arts, sciences, engineering, and business areas * Reports of successful technology transfer to new problem domains * Reports of industrial experience and demos of new innovative systems * Workshops and Panels Peer groups with expertise in the track focus area will blindly review submissions to that track. Accepted papers will be published in the annual conference proceedings. Submission guidelines are posted on SAC 2004 Website (http://www.acm.org/conferences/sac/sac2004) Paper submissions should be sent to the appropriate Track Chair. Track Chairs contact information is available on the SAC 2004 Website shown above. Papers spanning more than one track should be mailed to the Program Chairs (addresses below). Submissions that fall under new topics are also invited and should be directed to the Program Chairs. For panels and workshops, please contact the Program Chairs for submission guidelines. For more information please visit SAC 2004 Website. SAC 2004 TECHNICAL TRACKS * Artificial Intelligence, Computational Logic and Image Analysis (AI) * Agents, Interactions, Mobility, and Systems (AIMS) * Bioinformatics (BIO) * Computational Sciences (CS) * Computer Applications in Health Care (CAHC) * Computer Network (CN) * Computer Security (SEC) * Coordination Models, Languages and Applications (CM) * Database Theory, Technology, and Applications (DTTA) * Data Mining (DM) * Data Streams (DS) * E-Commerce Technologies (ECT) * Embedded Systems: Applications, Solutions, and Techniques (EMBS) * Engineering e-Learning Systems (ELS) * Evolutionary Computing and Optimization (ECO) * Information Access and Retrieval (IAR) * Internet Data Management (IDM) * Mobile Computing and Applications (MCA) * Multimedia and Visualization (MV) * Object Oriented Programming (OOP) * Organizational Engineering (OE) * Parallel and Distributed Systems (PDS) * Programming Languages (PL) * Software Engineering: Applications, Practices, and Tools (SE) * Ubiquitous Computing (UC) * Web Technologies and Applications (WTA) TUTORIALS The tutorial program is an integral part of SAC 2004. The organizing committee solicits tutorials that tend to stress state-of-the-art technology and directly applied to the practitioners' field. Presenters are invited to submit proposals for tutorials in all areas of experimental computing and application development. Tutorials duration is either full-day or half-day. The tutorial proposal should include a brief summary and outline, specific goals and objectives, background of the audience, a biographical sketch of the presenters. All tutorial proposals should be directed to the Tutorials Chair. Tutorial submission guidelines are available on the SAC 2004 Website. IMPORTANT DUE DATES Sept. 6, 2003: Paper/Tutorial submissions Oct. 18, 2003: Author notification Nov. 8, 2003: Camera-Ready Copy For more information, see http://www.acm.org/conferences/sac/sac2004 ------------------------------ From: "David 'Pablo' Cohn" <[EMAIL PROTECTED]> Subject: JMLR Special Issue on the Fusion of Domain Knowledge with Data Date: Mon, 21 Jul 2003 20:02:10 -0700 The Journal of Machine Learning Research is pleased to announce publication of the Special Issue on the Fusion of Domain Knowledge with Data for Decision Support, available electronically at http://www.jmlr.org. Introduction to the Special Issue on the Fusion of Domain Knowledge with Data for Decision Support Richard Dybowski, Kathryn B. Laskey, James W. Myers, Simon Parsons; pp.293-294 Combining Knowledge from Different Sources in Causal Probabilistic Models Marek J. Druzdzel, Francisco J. Díez; pp.295-316 Preference Elicitation via Theory Refinement Peter Haddawy, Vu Ha, Angelo Restificar, Benjamin Geisler, John Miyamoto; pp.317-337 Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains Helge Langseth, Thomas D. Nielsen; pp.339-368 An Empirical Study of the Use of Relevance Information in Inductive Logic Programming Ashwin Srinivasan, Ross D. King, Michael E. Bain; pp.369-383 Combining Knowledge from Different Sources in Causal Probabilistic Models Marek J. Druzdzel, Francisco J. Díez; 4(Jul):295-316, 2003. These, and all previous papers are available electronically at http://www.jmlr.org/ in PostScript and PDF formats. Many are also available in HTML. The papers of Volume 1-3 are also available in hardcopy from the MIT Press; please see http://mitpress.mit.edu/JMLR for details. ------------------------------ End of ML-LIST Digest Vol 15, No. 13 ************************************