Machine Learning List: Vol. 16, No. 12 Friday, August 6, 2004
Contents Calls for Papers/Participation KDD-2004 invited talks, early registration Call for participation: EpiRob04, Genoa, Italy Evolutionary Computer Vision & Image Understanding ICGI-2004 SDM 2005: Call for Papers & Workshop/Tutorial Proposals CFP: Intl Workshop on Feature Selection for Data Mining ECCBR 2004 Call for Participation 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/participation and brief change of deadline announcements will be included. The ML List moderator reserves the right to omit/edit submissions to meet these criteria. ---------------------------------------------------------------------- From: KDD 2004 <[EMAIL PROTECTED]> Subject: KDD-2004 invited talks, early registration Date: Mon, 12 Jul 2004 01:21:32 -0700 (PDT) The Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining will take place in Seattle, Washington, USA from August 22 through 25, with an optional trip to Rainier National Park on August 26. Early registration deadline is Friday July 16. After that date registration fees increase by approximately $100. Visit the conference web site at http://www.kdd2004.com or http://www.acm.org/sigkdd/kdd2004/ KDD is the premier international conference on knowledge discovery and data mining. The conference will provide a forum for academic researchers and industry and government innovators to share in their results and experience. The program will include keynote presentations, oral paper presentations, poster presentations, workshops, tutorials, and panels, as well as the KDD Cup competition. CONFERENCE HIGHLIGHTS: Technical papers - Research track: 40 presentations and 45 posters - Industry/Gov. track: 13 presentations and 13 posters Tutorials (at no additional cost) - Data Mining and Machine Learning in Time Series Databases - Junk E-mail Filtering - Mining Unstructured Data - Online Mining Data Streams - Graph Structures in Data Mining - Data Quality and Data Cleaning: An Overview Workshops - 6th Workshop on Web Mining and Web Analysis (WebKDD 2004) - 5th Workshop on Multimedia Data Mining (MDM/KDD 2004) - 4th Workshop on Data Mining in Bioinformatics (BIOKDD 2004) - 3rd Workshop on Mining Temporal and Sequential Data - 3rd Workshop on Multi-Relational Data Mining (MRDM 2004) - 3nd Workshop on Data Mining Standards (DM-SSP 2004) - "Link Discovery" Workshop (LinkKDD 2004) - Mining for and from the Semantic Web (MSW 2004) CONFERENCE VENUE The conference will take place at the Westin Hotel in downtown Seattle. The city of Seattle is located beside an inlet to the Pacific Ocean, and is particularly beautiful city in the summer. Some of the top sightseeing activities near the conference site include: the Space Needle, Pike Place Market, Pacific Science Center, Experience Music Project, Woodland Park Zoo, Seattle Aquarium, Seattle Art Museum, Pioneer Square, Boeing Tour, Ballard Locks, University of Washington and the International District. A day trip to Mount Rainier is available the day after the conference. ------------------------------ From: Georgi Stojanov <[EMAIL PROTECTED]> Subject: Call for participation: EpiRob04, Genoa, Italy Date: Wed, 14 Jul 2004 00:34:41 +0200 EpiRob04 Fourth International Workshop on Epigenetic Robotics - Modeling Cognitive Development in Robotic Systems - University of Genoa, Italy August 25-27, 2004 CALL FOR PARTICIPATION www.epigenetic-robotics.org This workshop focuses on combining developmental psychology, neuroscience, biology, and robotics with the goal of understanding the functioning of biological systems. The final program of the 4th Workshop on Epigenetic Robotics 2004 - EpiRob04 - is available at www.epigenetic-robotis.org a and the organizing committee cordially invites you to participate. EpiRob04 will take place in Genoa, Italy, 25-27 August 2004 and is sponsored by the NICT (National Institute of Information and Communications Technology), Japan, and co-sponsored by LIRA-Lab, DIST, University of Genoa, Italy. Please send any questions to the workshop co-chairs: Giorgio Metta ([EMAIL PROTECTED]) or Luc Berthouze ([EMAIL PROTECTED]) ------------------------------ From: Stefano Cagnoni <[EMAIL PROTECTED]> Subject: Evolutionary Computer Vision and Image Understanding Date: Tue, 13 Jul 2004 18:38:18 +0200 CALL FOR PAPERS PATTERN RECOGNITION LETTERS Special Issue on Evolutionary Computer Vision and Image Understanding http://cienciascomp.cicese.mx/CallxPapersPRL.htm Guest Editors Gustavo Olague, CICESE Mexico Evelyne Lutton, INRIA, France Stefano Cagnoni, Univ. degli Studi di Parma, Italy Submission Deadline: September 30, 2004 In recent years, evolutionary algorithms and other bio-inspired approaches have been shown to be tools that can be used effectively in the development of systems (software or hardware) for computer vision, graphics and robotics. We strive to provide a high-quality special issue on behalf of the pattern recognition community that illustrates the state of the art in evolutionary computer vision and image understanding. We are soliciting papers on these topics to appear in a special issue of Pattern Recognition Letters. Papers appropriate to this issue will have theoretical and experimental evaluation of vision algorithms as their central focus, with the application cutting across the following areas, but which are not necessarily limited to: - LOW-LEVEL VISION. Evolutionary optimization, adaptation and learning algorithms for edge detection, image segmentation, figure-ground separation, texture analysis, feature selection, shape-from-shading, denoising and surface reconstruction. - HIGH-LEVEL VISION. Evolutionary computation for object recognition, scene analysis, indexing and search of model/image databases, and high-level learning of symbolic descriptions. - ACTIVE VISION. Evolutionary computation for autonomous vision-guided navigation, path planning, sensing strategies, sensor integration, visual servoing, vergence and gaze control, hand-eye coordination, active tracking and vision-guided task planning. - NEURAL VISION. Evolutionary computation for learning, adaptation and optimization of neural network structure and topology for computer vision problems. All submitted papers will be reviewed according to the guidelines and standards of Pattern Recognition Letters. All submissions will be peer reviewed for originality, significance, technical content and relevance to the special issue. A digital manuscript, as well as five hard copies (not exceeding 20 double-spaced pages in 12 pt size font including figures and tables), describing previously unpublished and original research should be submitted to reach the guest editor on or before September 30, 2004. ------------------------------ From: Menno van Zaanen <[EMAIL PROTECTED]> Subject: ICGI-2004 Date: Fri, 16 Jul 2004 10:02:35 +0200 ICGI-2004 ACCEPTED PAPERS - REGISTRATION - STUDENT GRANTS CALL FOR DEMONSTRATIONS - OMPHALOS COMPETITION 7th International Colloquium on Grammatical Inference Emphasizing Innovative Applications NCSR Demokritos, Athens, Greece October 11-13, 2004 http://www.iit.demokritos.gr/icgi04/ [EMAIL PROTECTED] We are happy to announce that the reviewing process for ICGI-2004 is over and the list of accepted papers is available at: http://www.iit.demokritos.gr/icgi04/common/Accepted.htm We have received many interesting papers, covering the whole range from theory to applications of grammatical inference, and we are looking forward to an exciting conference! The registration process has started and you can find the registration form with related guidelines at: http://www.iit.demokritos.gr/icgi04/common/Registration.htm Additionally, we would like to remind you that there are travel grants available for students. The deadline for applying for these grants has been extended to July 20. The conference will also include a session for demonstrating working systems and tools. In order to participate in this session, please send a two-page description of your system to [EMAIL PROTECTED] by August 21. Finally, we would like to remind you that the Omphalos grammatical inference competition is still open, with various tasks that have not been solved yet. For information have a look at the Omphalos site: http://www.irisa.fr/Omphalos/ See you in Athens in October 2004!! ------------------------------ From: Philip Chan <[EMAIL PROTECTED]> Subject: SDM 2005: Call for Papers & Workshop/Tutorial Proposals Date: Mon, 12 Jul 2004 16:13:53 -0400 (EDT) CALL FOR PAPERS and WORKSHOP/TUTORIAL PROPOSALS Fifth SIAM International Conference on Data Mining http//www.siam.org/meetings/sdm05 Newport Beach, California, USA April 21-23, 2005 The Fifth SIAM International Conference on Data Mining will provide a forum for the presentation of peer-reviewed recent results in all aspects of data mining. The conference program will also include keynote talks and tutorials by leading experts, as well as several workshops on topics of current interest. Proceedings of the conference will be available both online at the SIAM Web site and in hard copy form. The online proceedings of the last SIAM data mining conference, which was held in Orlando, FL, is available at: http://www.siam.org/meetings/sdm04. IMPORTANT DATES: Technical Paper Deadline: October 4, 2004 Workshops & Tutorials Proposals Deadline: September 3, 2004 Further details can be found at: http//www.siam.org/meetings/sdm05 . ------------------------------ From: Lei Yu <[EMAIL PROTECTED]> Subject: CFP: Intl Workshop on Feature Selection for Data Mining Date: Thu, 15 Jul 2004 11:01:55 -0700 International Workshop on Feature Selection for Data Mining Interfacing Machine Learning and Statistics Tempe, Arizona (the Grand Canyon State) on December 10, 2004 The workshop website: http://enpub.eas.asu.edu/workshop04 Knowledge discovery and data mining is a multidisciplinary effort to mine nuggets of knowledge from data. The increasingly large data sets from many application domains have posed unprecedented challenges; in the meantime, new types of data are evolving such as Web, text, and microarray data. Research in computer science, engineering, and statistics confront similar issues in feature selection, and we see a pressing need for the interdisciplinary exchange and discussion of ideas. We anticipate that the resulting collaboration will lead in ultimately new directions and generate breakthroughs. While some progress has been made in this direction, a chasm divides these disciplines, each of them content with their limited views and slow to recognize accomplishments of those "across the street". This workshop aims to bring together researchers from different disciplines and further the collaborative research in feature selection. Feature selection is an essential step in successful data mining applications. Feature selection has practical significance in many areas such as statistics, pattern recognition, machine learning, and data mining (including Web, text, image, and microarrays). The objectives of feature selection include: building simpler and more comprehensible models, improving data mining performance, and helping to prepare, clean, and understand data. Some representative workshop topics and associated research issues are, but not limited to, the following. Feature ranking Subset selection Dimensionality reduction Feature construction Improving data mining performance Issues with data types and sizes Selection for labeled and unlabeled data Modeling variable and feature selection Evaluation measures Search methods Selection bias Sampling methods Model selection Case studies and applications Streaming data reduction Comparative studies Integration with data mining algorithms Emerging challenges Extended Abstract Format, Important Dates, and Submission An abstract (maximum 2 pages) should be submitted in PDF or WORD format (submission details available on the workshop website) The font should be no smaller than 11pt. The deadline for submission is October 11, Monday. The accepted abstracts will be published on CDs as well as on the workshop website. Presentations will be considered for a special issue in a prestigious journal. More information can be found at the workshop website http://enpub.eas.asu.edu/workshop04 . ------------------------------ From: ECCBR Chair <[EMAIL PROTECTED]> Subject: ECCBR 2004 Call for Participation Date: Fri, 16 Jul 2004 03:38:32 +0200 Call for Participation 7th European Conference on Case-Based Reasoning Madrid, Spain 30th August to 2nd September http://www.idt.mdh.se/eccbr/ ECCBR 2004 is the 7th European Conference on Case-Based Reasoning. This four day event will be held at the Universidad Complutense de Madrid (UCM) in Madrid, Spain. The program will start with the ECCBR Industry Day the 30th August and four workshops on 31st August, followed by the two day conference of invited talks, presentations and posters on both theoretical and applied research in CBR. Presentations will range widely across subjects concerning case-based reasoning (e.g., adaptation, applications, case knowledge maintenance, e-commerce, interactive systems, knowledge acquisition, knowledge management, learning, multiagent collaborative systems, representations, similarity, soft computing, textual CBR) that should interest both practitioners and researchers alike. The accepted papers are listed on the conference website, and outlines of Industry Day and the workshops. The conference site also lists suggested accommodations, conference organization details, travel hints and other related information. Please see the conference Web site for the registration form and additional details: http://www.idt.mdh.se/eccbr/ For e-mail contacts please use [EMAIL PROTECTED] ------------------------------ End of ML-LIST Digest Vol 16, No. 12 ************************************