[DASFAA2003] 統計的学習に関するチュートリアル

dbjapan, sigmod-j, DLnet-forum の皆様 3 月末に京都で開催される DASFAA2003 では，Dr. E. Chang (UC Santa Barbara) による統計的学習に関するチュートリアルを行な います． Title: Statistical Learning Methods for Emerging Database Applications Tutor: Dr. E. Chang (UC Santa Barbara) 古典的な手法に始まり，最近注目されている Support Vector Machine (SVM), Bayes Point Machine について分かりやすくご講 演いただきます．統計的学習に興味をお持ちの方はこの機会を逃が さずぜひご参加ください． チュートリアルの詳細は， http://db-www.aist-nara.ac.jp/dasfaa2003/tutorial.html にございます． -------------------------------------------------------------------------- CALL FOR PARTICIPATION 8th International Conference on Database Systems for Advanced Applications (DASFAA 2003) March 26-28, 2003, Kyoto, Japan http://db-www.aist-nara.ac.jp/dasfaa2003/ Organized by Kyoto University DASFAA Steering Committee Sponsored by Communications Research Laboratory Hitachi, Ltd. Kyoto University Supported by Information Processing Society of Japan (IPSJ), SIGDBS Database Society of Japan (DBSJ) ---------------------- AIMS OF THE CONFERENCE ---------------------- This conference provides an international forum for technical discussion among researchers, developers and users of database systems from academia, business and industry. DASFAA focuses on research in database theory, development of advanced DBMS technologies, and their advanced applications. --------------- INVITED SPEAKER --------------- Professor Jeffrey D. Ullman (Stanford University) "A Survey of New Directions in Database Systems" ------------ REGISTRATION ------------ Visit http://db-www.aist-nara.ac.jp/dasfaa2003/ for information about registration and accommodation. ---------------- CONFERENCE VENUE ---------------- Campus Plaza Kyoto Nishino Touin Dori, Shio Kouji Sagaru, Shimogyo-Ku, Kyoto 600-8216, Japan TEL +81-75-353-9120, FAX +81-75-353-9121 Campus Plaza Kyoto is 200m west of JR Kyoto Station North Entrance. ------------- TRAVEL ADVICE ------------- - From Tokyo to Kyoto Station, it takes about 2 and a half hours by Shinkansen. - From Kansai International Airport, take JR (Japan Railway) Airport Limited Express Train, HARUKA, which runs every 30 minutes. The traveling time to Kyoto JR station is approximately 75 minutes and fare is 3,490 yen (reserved seats), or 2,980 yen (non-reserved seats). Participants from foreign countries can purchase JAPAN RAIL PASS, which is a special discount pass for any trains of JR Group Railways (except the NOZOMI super express). JAPAN RAIL PASS is sold only outside of Japan: Must be purchased before arriving in Japan. For details, check website: http://www.japanrailpass.net/ ---- VISA ---- For entering Japan, you need a valid passport and in some cases a visa. To check whether you need a visa, and how to apply it, visit the homepage of the Ministry of Foreign Affairs (http://www.mofa.go.jp/j_info/visit/visa/index.html). Obtaining a visa may take a long period of time, a few months in some cases. So apply immediately if you need a visa. Ask Japanese Embassies/Consulates or local travel agencies for necessary documents. If you need a letter from the DASFAA2003 General Chair for visa application, please send mail to: dasfaa03@is.aist-nara.ac.jp ------------------ CONFERENCE PROGRAM ------------------ March 26 (Wed.) 9:30-10:30 Keynote: A Survey of New Directions in Database Systems Jeffrey D. Ullman (Stanford University) Abstract: As database system research evolves, there are several enduring themes. One, of course, is how we deal with the largest possible amounts of data. A less obvious theme is optimization --- it is an essential ingredient of all modern forms of database system. Because we deal with large volumes of data, we are often forced to process that data in regular ways. But when operations are uniform, there is an opportunity for the use of very-high-level languages, of which SQL is the primary example. However, to make a very-high-level language effective, we need to optimize it well, that is, produce effective query plans from all sorts of queries. In this talk, we shall review the principal directions in which modern database research is going, and in each case talk a bit about the optimization problems. Stream management systems are one very important new area. Another is peer-to-peer database systems. Integration of heterogeneous information, especially in virtual databases, is also a major challenge. XML, XQUERY, and semistructured data in general form yet another research opportunity. 10:50-12:20 Session 1: Spatial Query Processing Similarity Join for Low- and High- Dimensional Data Dmitri V. Kalashnikov, Sunil Prabhakar Spatial Query Processing for High Resolutions Hans-Peter Kriegel, Martin Pfeifle, Marco Potke, Thomas Seidl Effective Similarity Search on Voxelized CAD Objects Hans-Peter Kriegel, Peer Kroger, Zahi Mashael, Martin Pfeifle, Marco Potke, Thomas Seidl Session 2: Data Integrity and Security Discovering Direct and Indirect Matches for Schema Elements Li Xu, David W. Embley SANGAM: A Transformation Modeling Framework Kajal T. Claypool, Elke A. Rundensteiner Securing Your Data in Agent-Based P2P Systems Xiaolin Pang, Barbara Catania, Kian-Lee Tan 13:40-15:10 Session 3: Data Mining Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu An Efficient Sliding Window Algorithm for Detection of Sequential Patterns Lilian Harada Caucus-based Transaction Clustering Jinmei Xu, Sam Yuan Sung Session 4: WWW and Multidatabases TAX-PQ: Dynamic Taxonomy Probing and Query Modification for Topic-Focused Web Search Said Mirza Pahlevi, Hiroyuki Kitagawa Finding a Web Community by Maximum Flow Algorithm with HITS Score Based Capacity Noriko Imafuji, Masaru Kitsuregawa Scalable View Expansion in a Peer Mediator System Timour Katchaounov, Vanja Josifovski, Tore Risch 15:30-17:00 Session 5: Text Mining and Knowledge Discovery Mining Emerging Substrings Sarah Chan, Ben Kao, C. L. Yip, Michael Tang Fast text classification: A Training-Corpus Pruning Based Approach Shuigeng Zhou, Tok Wang Ling, Jihong Guan, Jiangtao Hu, Aoying Zhou Efficient Record Linkage in Large Data Sets Liang Jin, Chen Li, Sharad Mehrotra Session 6: Query Optimization Maintenance of Partial-Sum-Based Histograms Kin Fai Kan, David W. Cheung, Ben Kao Selectivity Estimation Using Orthogonal Series Feng Yan, Wen-Chi Hou, Qiang Zhu Error Minimization for Approximate Computation of Range Aggregations Xuemin Lin, Qing Zhang 17:30-18:30 Welcome Reception Hall (2F), Kyoto Campus Plaza March 27 (Thu.) 9:20-10:50 Tutorial 1: Statistical Learning methods for Emerging Database Applications E. Chang (UC Santa Barbara) 11:10-12:10 Session 7: Moving Object Databases Q+Rtree: Efficient Indexing for Moving Object Databases Yuni Xia, Sunil Prabhakar Efficient Index Update for Moving Objects with Future Trajectories Rui Ding, Xiaofeng Meng, Yun Bai Session 8: Caching Prefetching for Visual Data Exploration Punit R. Doshi, Elke A. Rundensteiner, Matthew O. Ward Freshness-driven Adaptive Caching for Dynamic Content Wen-Syan Li, Oliver Po, Wang-Pin Hsiung, K. Selcuk Candan, Divyakant Agrawal 13:40-15:10 Session 9: Data Warehouse Time-Stratified Sampling for Approximate Answers to Aggregate Queries Joao Pedro Costa, Pedro Furtado The BofS Solution to Limitations of Approximate Summaries Pedro Furtado, Joao Pedro Costa An Efficient and Interactive A*-Algorithm with Pruning Power: Materialized View Selection Revisited Gang Gou, Jeffrey Xu Yu, Chi-Hon Choi, Hongjun Lu Session 10: XML(1) Supporting Selection-projection XQuery Processing Based on Encoding Paths Ya-Hui Chang, Cheng-Ta Lee A Fast and Versatile Path Index for Querying Semi-Structured Data Michael Barg, Raymond Wong PathGuide: An Efficient Clustering Based Indexing Method for XML Path Expressions Jiefeng Cheng, Ge Yu, Jeffrey Xu Yu, Guoren Wang 15:30-17:00 Panel Session 18:30-20:30 Banquet Rakusui (Japanese garden and Japanese dishes), near Nanzen temple http://www.rakusui.com/homeframe.htm March 28 (Fri.) 9:20-10:50 Tutorial 2: Unstructured Information Management M. Mohania (IBM India Research Lab) 11:10-12:10 Session 11: Content-Based Data Retrieal Indexing High-Dimensional Data for Content-Based Retrieval in Large Databases Manuel J. Fonseca, Joaquim A. Jorge iSearch: Mining Retrieval History for Content-Based Image Retrieval Hongyu Wang, Beng Chin Ooi, Anthony K. H. Tung Session 12: Stream Database and Filtering M-Kernel Merging: Towards Density Estimation over Data Streams Aoying Zhou, Zhiyuan Cai, Li Wei, Weining Qian Composition of Filtering Functions Rie Sawai, Masahiko Tsukamoto, Tsutomu Terada, Shojiro Nishio 13:40-15:40 Session 13: Bioinformatics and Database Approximate String Matching in DNA Sequences Lok-Lam Cheng, David W. Cheung, Siu-Ming Yiu An Efficient Index-based Protein Structure Database Searching Method Zeyar Aung, Wei Fu, Kian-Lee Tan Integrating, Managing and Analyzing Protein Structures with XML Databases William Shui, Raymond K. Wong, Stephen C. Graham, Lawrence Lee, W. Bret Church A Clustering Method for Comparative Analysis between Genomes and Pathways Shoko Miyake, Yukako Tohsato, Yoichi Takenaka, Hideo Matsuda Session 14: XML(2) Cost-Driven Storage Schema Selection for XML Shihui Zheng, Ji-Rong Wen, Hongjun Lu Performance Enhancement through Structural Redundancy in Mapping XML into Relations Jaehoon Kim, Seog Park Mining Frequent Query Patterns from XML Queries Liang Huai Yang, Mong Li Lee, Wynne Hsu, Sumit Acharya GLASS: A Graphical Query Language for Semi-Structured Data Wei Ni, Tok Wang Ling ---------------------------- PROGRAM COMMITTEE CO-CHAIRS ---------------------------- Masatoshi Yoshikawa Information Technology Center Nagoya University Furo-cho, Chikusa-ku Nagoya 464-8601, JAPAN Email: yosikawa@itc.nagoya-u.ac.jp Sang Kyun Cha School of Electrical Engineering and Computer Science Seoul National University Kwanak P.O. Box 34, Seoul 151-742, Korea Email: chask@kdb.snu.ac.kr -------------------- SPECIAL TRACK CHAIRS -------------------- "Bioinformatics and Database" Hideo Matsuda, Osaka University, Japan "Data Stream Processing" Venkatesh Ganti, Microsoft Research, U.S.A. "XML Database" Bongki Moon, University of Arizona, U.S.A. ----------------- PROGRAM COMMITTEE ----------------- Karl Aberer, EPFL, Switzerland Masatoshi Arikawa, University of Tokyo, Japan Stephane Bressan, NUS, Singapore Vladimir Brusic, Laboratories for Information Technology, Singapore Barbara Catania, University of Genova, Italy Edward Chan, University of Waterloo, Canada Chin-Chen Chang, National Chung Cheng University, Taiwan Kevin C. Chang, University of Illinois at Urbana-Champaign, USA Arbee L.P. Chen, National Dong Hwa University, Taiwan David Cheung, University of Hong Kong, China Eugene I. Chong, Oracle, USA Ramez Elmasri, University of Texas at Arlington, USA Elena Ferrari, University of Insubria, Italy Minos Garofalakis, Lucent Technologies, USA Johannes Gehrke, Cornell University, USA Susumu Goto, Kyoto University, Japan Ralf H. Guting, University of Hagen, Germany Christian S. Jensen, Aalborg University, Denmark Daniel A. Keim, University of Halle, Germany Hiroyuki Kitagawa, University of Tsukuba, Japan Masaru Kitsuregawa, University of Tokyo, Japan Yasushi Kiyoki, Keio University, Japan Yannis Kotidis, ATT Research Labs, USA Nick Koudas, AT&T, USA Byung Suk Lee, University of Vermont, USA Mong Li Lee, NUS, Singapore Ee-Peng Lim, NTU, Singapore Tok Wang Ling, NUS, Singapore Bing Liu, University of Illinois at Chicago, USA Hongjun Lu, Hong Kong University of Science and Technology, China Akifumi Makinouchi, Kyushu University, Japan Yoshifumi Masunaga, Ochanomizu University, Japan Xiaofeng Meng, Renmin University of China, China Shinichi Morishita, University of Tokyo, Japan Wee Keong Ng, Nanyang Technological University, Singapore Shojiro Nishio, Osaka University, Japan Atsushi Ohori, JAIST, Japan Beng Chin Ooi, NUS, Singapore Vincent Oria, New Jersey Institute of Technology, USA Maria Orlowska, The University of Queensland, Australia Dimitris Papadias, HKUST, China Seog Park, Soagang University, Korea Jian Pei, State University of New York at Buffalo, USA Krithi Ramamritham, IIT Bombay, India Jun Rao, IBM Almaden, USA Tore Risch, Uppsala University, Sweden Ron Sacks-Davis, RMIT, Australia Kunihiko Sadakane, Tohoku University, Japan Yasushi Sakurai, NTT, Japan Joerg Sander, University of Alberta, Canada Shinji Shimojo, Osaka University, Japan S. Sudarshan, IIT Bombay, India Hideaki Sugawara, National Institute of Genetics, Japan Sam Y. Sung, NUS, Singapore Kian-Lee Tan, NUS, Singapore Frank Tompa, University of Waterloo, Canada Ke Wang, Simon Fraser University, Canada Min Wang, IBM Watson, USA Shan Wang, Renmin University of China, China Xiaoyang Sean Wang, George Mason University, USA Kyu-Young Whang, KAIST, Korea Kam-Fai Wong, The Chinese University of Hong Kong, China Byoung-Kee Yi, Pohang University of Science & Technology, Korea Hwan-Seung Yong, Ewha Womans University, Korea Ge Yu, Northeastern University, China Osmar R. Zaiane, University of Alberta, Canada Aoying Zhou, Fudan University, China Lizhu Zhou, Tsinghua University, China Xiaofang Zhou, The University of Queensland, Australia -------------------- ORGANIZING COMMITTEE -------------------- Honorary Chair Yahiko Kambayashi, Kyoto University, Japan General Chair Katsumi Tanaka, Kyoto University, Japan Program Co-Chairs Sang Kyun Cha, Seoul National University, Korea Masatoshi Yoshikawa, Nagoya University, Japan Finance Committee Chair: Yoshihiko Imai, Matsushita Electric Industrial Co., Ltd., Japan Memebers: Shusuke Haruna, Matsushita Electric Industrial Co., Ltd., Japan Hitomi Takada, Kyoto University, Japan Tutorials/Panel Chair Hiroshi Ishikawa, Tokyo Metropolitan University, Japan Publicity Co-Chairs Toshiyuki Amagasa, Nara Institute of Science and Technology, Japan Kenji Hatano, Nara Institute of Science and Technology, Japan Publications Chair Jun Miyazaki, Japan Advanced Institute of Science and Technology, Japan Local Arrangements Co-Chairs Kazutoshi Sumiya, Kyoto University, Japan Akiyo Nadamoto, Communications Research Laboratory, Japan