Minerva M. Yeung, Rainer W. Lienhart, Chung-Sheng Li, chairs/editors ; sponsored and published by IS & T--the Society for Imaging Science and Technology [and] SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Wash., USA : SPIE , Springfield, Va. : IS&T, c2004 x, 590 p. ; 28 cm
Rainer W. Lienhart, Noboru Babaguchi, Edward Y. Chang, chairs/editors ; sponsored and published by IS&T--the Society for Imaging Science and Technology [and] SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Wash : SPIE , Springfield, Va. : IS&T, c2005 viii, 358 p. ; 28 cm
Robert F. Erbacher ... [et al.], chairs/editors ; sponsored by IS&T-the Society of Imaging Science and Technology, SPIE-the International Society for Optical Engineering
出版情報:
Bellingham, Wash. : SPIE-the International Society for Optical Engineering, c2002 viii, 406 p. ; 28 cm
Robert F. Erbacher ... [et al.], chairs/editors ; sponsored by IS & T-the Society of Imaging Science and Technology, SPIE-the International Society for Optical Engineering
出版情報:
Bellingham, Wash. : SPIE, c2003 ix, 340 p. ; 28 cm
Robert F. Erbacher ... [et al.], chairs/editors ; sponsored by IS&T--the Society for Imaging Science and Technology [and] SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Wash., USA : SPIE, c2004 x, 312 p. ; 28 cm
Robert F. Erbacher ... [et al.], chairs/editors ; sponsored and published by SPIE--the International Society of Optical Engineering [and] IS&T-the Society of Imaging Science and Technology
出版情報:
Bellingham, Wash. : SPIE , Springfield, Va. : IS&T, c2005 viii, 396 p. ; 28 cm
Robert F. Erbacher ... [et al.], chairs/editors ; sponsored and published by, IS & T--the Society for Imaging Science and Technology (USA) [and] SPIE--the International Society for Optical Engineering.
Minerva M. Yeung, Chung-Sheng Li, Rainer W. Lienhart, chairs/editors ; sponsored by, IS&T--the Society for Imaging Science and Technology, SPIE--the International Society for Optical Engineering ; published by, SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Washington : SPIE, c2002 viii, 418 p. ; 28 cm
Minerva M. Yeung, Rainer W. Lienhart, Chung-Sheng Li, chairs/editors ; sponsored ... by IS&T--the Society for Imaging Science and Technology [and] SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Wash., USA : SPIE, c2003 ix, 496 p. ; 28 cm
Quantifier-Elimination for the First-Order Theory of Boolean Algebras with Linear Cardinality Constraints / Peter Revesz
Deductive Databases
Update Propagation in Deductive Databases Using Soft Stratification / Andreas Behrend ; Rainer Manthey
Heterogenous and Web Information Systems
Query Rewriting Using Views in a Typed Mediator Environment / Leonid A. Kalinichenko ; Dmitry O. Martynov ; Sergey A. Stupnikov
Reasoning About Web Information Systems Using Story Algebras / Klaus-Dieter Schewe ; Bernhard Thalheim
Cross Enterprise Information Systems
Component Framework for Strategic Supply Network Development / Antonia Albani ; Bettina Bazijanec ; Klaus Turowski ; Christian Winnewisser
Knowledge Discovery
An Abstract Algebra for Knowledge Discovery in Databases / Luciano Gerber ; Alvaro A.A. Fernandes
Database Modelling
Beyond Databases: An Asset Language for Conceptual Content Management / Hans-Werner Sehring ; Joachim W. Schmidt
Component-Based Modeling of Huge Databases / Peggy Schmidt
Cognitive Load Effects on End User Understanding of Conceptual Models: An Experimental Analysis / Daniel L. Moody
Template Based, Designer Driven Design Pattern
Instantiation Support / Vladim'ir Marko
XML and Semistructured Databases
A High-Level Language for Specifying XML Data Transformations / Tadeusz Pankowski
Implementing a Query Language for Context-Dependent Semistructured Data / Yannis Stavrakas ; Kostis Pristouris ; Antonis Efandis ; Timos Sellis
Static Analysis of Structural Recursion in Semistructured Databases and Its Consequences / Andras Benczur ; Balazs Kosa
Physical Database Design and Query Evaluation
Catalogues from a New Perspective: A Data Structure for Physical Organisation / Gabor M. Suranyi ; Zsolt T. Kardkovacs ; Sandor Gajdos
Database Caching - Towards a Cost Model for Populating Cache Groups / Theo Harder ; Andreas Buhmann
Towards Quadtree-Based Moving Objects Databases / Katerina Raptopoulou ; Michael Vassilakopoulos ; Yannis Manolopoulos
A Content-Based Music Retrieval System Using Multidimensional Index of Time-Sequenced Representative Melodies from Music Database / Kyong-I Ku ; Jae-Yong Won ; Jaehyun Park ; Yoo-Sung Kim
Solving Stochastic Optimization in Distributed Databases
Using Genetic Algorithms / Viorica Varga ; Dumitru Dumitrescu ; Crina Grosan
Transaction Management and Workflow Systems
ML-1-2PC: An Adaptive Multi-level Atomic Commit Protocol / Yousef J. Al-Houmaily ; Panos K. Chrysanthis
Making More Out of an Inconsistent Database / Jef Wijsen
Process Query Language: A Way to Make Workflow Processes More Flexible / Mariusz Momotko ; Kazimierz Subieta
Triggering Replanning in an Integrated Workflow Planning and Enactment System / Hilmar Schuschel ; Mathias Weske
Query Processing and Data Streams
Grouped Processing of Relational Algebra Expressions over Data Streams / Janusz R. Getta ; Ehsan Vossough
Processing Sliding Window Join Aggregate in Continuous Queries over Data Streams / Weiping Wang ; Jianzhong Li ; DongDong Zhang ; Longjiang Guo
Spatial Databases
How to Integrate Heterogeneous Spatial Databases in a Consistent Way? / David Sheeren ; Sebastien Mustiere ; Jean-Daniel Zucker
Vague Spatial Data Types, Set Operations, and Predicates / Alejandro Pauly ; Markus Schneider
Agents and Mobile Systems
Intelligent Multi-agent Based Database Hybrid Intrusion Prevention System / P. Ramasubramanian ; A. Kannan
Energy Efficient Transaction Processing in Mobile Broadcast Environments / SangKeun Lee
Author Index
Constraint Databases
Quantifier-Elimination for the First-Order Theory of Boolean Algebras with Linear Cardinality Constraints / Peter Revesz
XML: Current Developments and Future Challenges for the Database Community / Stefano Ceri ; Piero Fraternali ; Stefano Paraboschi
Indexing & Searching
Trading Quality for Time with Nearest-Neighbor Search / Roger Weber ; Klemens Böhm
Dynamically Optimizing High-Dimensional Index Structures / Christian Böhm ; Hans-Peter Kriegel
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes / Caetano Traina Jr. ; Agma Traina ; Bernhard Seeger ; Christos Faloutsos
Mediators & Semantic Integration
Automatic Deployment of Application-Specific Metadata and Code in MOCHA / Manuel Rodríguez-Martínez ; Nick Roussopoulos
A Graph-Oriented Model for Articulation of Ontology Interdependencies / Prasenjit Mitra ; Gio Wiederhold ; Martin Kersten
An Approach to the Semi-automatic Generation of Mediator Specifications / Birgitta König-Ries
Cooperation & Security
Securing XML Documents / Ernesto Damiani ; Sabrina De Capitani di Vimercati ; Pierangela Samarati
Using Checksums to Detect Data Corruption / Daniel Barbará ; Rajni Goel ; Sushil Jajodia
Navigation-Driven Evaluation of Virtual Mediated Views / Bertram Ludäscher ; Yannis Papakonstantinou ; Pavel Velikhov
Performance
Aggregate Aware Caching for Multi-dimensional Queries / Prasad M. Deshpande ; Jeffrey F. Naughton
Performance and Availability Assessment for the Configuration of Distributed Workflow Management Systems / Michael Gillmann ; Jeanine Weissenfels ; Gerhard Weikum ; Achim Kraiss
Evolution and Revolutions in LDAP Directory Caches / Olga Kapitskaia ; Raymond T. Ng ; Divesh Srivastava
Industrial & Applications Track: Performance
Order Based Analysis Functions in NCR Teradata Parallel RDBMS / Ambuj Shatdal
Performance of DB2 Enterprise-Extended Edition on NT with Virtual Interface Architecture / Sivakumar Harinath ; Robert L. Grossman ; K. Bernhard Schiefer ; Xun Xue ; Sadique Syed
A Database Perspective on Building Large Applications-Experience Report / Joachim Thomas ; Prithwish Kangsabanik
Data Warehousing
The Dynamic Data Cube / Steven Geffner ; Divakant Agrawal ; Amr El Abbadi
OLAP Query Routing and Physical Design in a Database Cluster / Uwe Röhm ; Hans-Jörg Schek
Materialized View Selection for Multi-cube Data Models / Amit Shukla
Semistructured Data
On Bounding-Schemas for LDAP Directories / Sihem Amer-Yahia ; H.V. Jagadish ; Laks V.S. Lakshmanan
Approximate Graph Schema Extraction for Semi-structured Data / Qiu Yue Wang ; Jeffrey Xu Yu ; Kam-Fai Wong
A Data Model for Semistructured Data with Partial and Inconsistent Information / Mengchi Liu ; Toh Wang Ling
Data Mining
Mining Classification Rules from Datasets with Large Number of Many-Valued Attributes / Giovanni Giuffrida ; Wesley W. Chu ; Dominique M. Hanssens
Efficient Discovery of Functional Dependencies and Armstrong Relations / Stéphane Lopes ; Jean-Marc Petit ; Lotfi Lakhal
Athena: Mining-Based Interactive Management of Text Databases / Rakesh Agrawal ; Roberto Bayardo ; Ramakrishnan Srikant
Industrial & Applications Track: XML
Tamino - An Internet Database System / Harald Schöning ; Jürgen Wäsch
A Systematic Approach for Informal Communictation During Workflow Execution / Christoph Bussler
Spatial & Temporal Information
Temporal View Self-Maintenance / Jun Yang ; Jennifer Widom
A Unified Approach for Indexed and Non-indexed Spatial Joins / Lars Arge ; Octavian Procopiuc ; Sridhar Ramaswamy ; Torsten Suel ; Jan Vahrenhold ; Jeffrey Scott Vitter
Parametric Rectangles: A Model for Querying and Animation of Spatiotemporal Databases / Mengchu Cai ; Dinesh Keshwani ; Peter Z. Revesz
Systems & Applications
An Architecture for Archiving and Post-Processing Large, Distributed, Scientific Data Using SQL/MED and XML / Mark Papiani ; Jasmin L. Wason ; Denis A. Nicole
Persistent Client-Server Database Sessions / Roger S. Barga ; David B. Lomet ; Thomas Baby ; Sanjay Agrawal
Object View Hierarchies in DB2 UDB / Michael Carey ; Serge Rielau ; Bennet Vance
Query Systems
Plug&Join: An Easy-to-Use Generic Algorithm for Efficiently Processing Equi and Non-equi Joins / Jochen van den Bercken ; Martin Schneider
sponsored by New York State Center for Advanced Technology in Computer Applications and Software Engineering (CASE) at Syracuse University, IEEE Computer Society in cooperation with IEEE Computer Society Technical Committee on Multimedia Computing ... [et al.]
出版情報:
Los Alamitos, Calif. : IEEE Computer Society Press, c1996 ix, 178 p. ; 28 cm
A Fuzzy Attribute-Oriented Induction Method for Knowledge Discovery in Relational Databases / Noureddine Mouaddib ; Guillaume Raschia
Fast Methods with Magic Sampling for Knowledge Discovery in Deductive Databases with Large Deduction Results / Chien-Le Goh ; Masahiko Tsukamoto ; Shojiro Nishio
Data Mining / Roger Hsiang-Li Chiang1.2：
A Heuristic Method for Correlating Attribute Group Pairs in Data Mining / Cecil Chua Eng Huang ; Roger H.L. Chiang ; Ee-Peng Lim
Incremental Meta-Mining from Large Temporal Data Sets / Tamas Abraham
On the Suitability of Genetic-Based Algorithms for Data Mining / Sunil Choenni
Data and Web Warehousing / Wee-Keong Ng1.3：
Data Visualization in a Web Warehouse / Sourav S. Bhowmick ; Sanjay K. Madria
Recent Advances and Research Problems in Data Warehousing / Sunil Samtani ; Mukesh Mohania ; Vijay Kumar ; Yahiko Kambayashi
Web Warehousing: Design and Issues
Multidimensional Databases / 1.4：
Extending the E/R Model for the Multidimensional Paradigm / Carsten Sapia ; Markus Blaschka ; Gabriele Höfling ; Barbara Dinter
Numerical Aspects in the Data Model of Conceptual Information Systems / Gerd Stumme ; Karl Erich Wolff
Nested Data Cubes for OLAP / Stijn Dekeyser ; Bart Kuijpers ; Jan Paredaens ; Jef Wijsen
Panel Discussion
Data Warehousing and Data Mining - Are We Working on the Right Things?
Data Warehouse Design Issues / 1.5：
The Design of an Engineering Data Warehouse Based on Meta-Object Structures / Florida Estrella ; Zsolt Kovacs ; Jean-Marie Le Goff ; Richard McClatchey ; Ian Willers
Two Version Concurrency Control Algorithm with Query Locking for Decision Support / Hoewon Kim ; Seog Park
An Efficient View Maintenance Algorithm for Data Warehousing / Tok Wang Ling ; Ye Liu
Mobile Data Access / Part 2：
Caching / 2.1：
Adaptive Cache Validation for Mobile File Systems / Simon Cuce ; Arkady Zaslavsky
Broadcast Strategies to Maintain Cached Data for Mobile Computing System / Kam-Yiu Lam ; Edward Chan ; Joe Chun-Hung Yuen
Data Dissemination / Hiroki Takakura2.2：
Web Content Delivery to Heterogeneous Mobile Platforms / Martin Gaedke ; Michael Beigl ; Hans- Werner Gellersen ; Christian Segor
Dynamic Data Delivery in Wireless Communication Environments / Qinglong Hu ; Dik Lun Lee ; Wang-Chien Lee
Scalable Invalidation-Based Processing of Queries in Broadcast Push Delivery / Evaggelia Pitoura
Replication / Kam-yiu Lam2.3：
Timestamps to Detect R-W Conflicts in Mobile Computing
Rumor: Mobile Data Access Through Optimistic Peer-to-Peer Replication / Richard Guy ; Peter Reiher ; David Ratner ; Michial Gunter ; Wilkie Ma ; Gerald Popek
A Copy Update Mechanism for a Mobile Information Announcement System - Transmitting Non-storage Type Resources with Redundancy / Shigeaki Tagashira ; Keizo Saisho ; Fumitake Inada ; Akira Fukuda
Towards Optimal Replication for Hierarchical Location Management in Wireless Systems / San-Yih Hwang ; Jeng-Kuen Chiu
Mobile Networks / Stuart Jacobs2.4：
Distributed Control of Mobile ATM Networks Using CORBA / R. Radhakrishna Pillai ; Maitreya Rangnath ; Rahul Agrawal ; Weiguo Wang
New Thoughts on Effects of TCP Slow Start and FEC Coding in WATM Access Networks / Fraser Cameron ; Moshe Zukerman ; Maxim Gitlits
A Centralised Cellular Database to Support Network Management Process / Fabrizio Verroca ; Carlo Eynard ; Giorgio Ghinamo ; Gabriele Gentile ; Riccardo Arizio ; Mauro D'Andria
Mobile Platforms / 2.5：
Security of Current Mobile IP Solutions
An Active Database Framework for Adaptive Mobile Data Access / Shiow-Yang Wu ; Chun-Shun Chang
Design and Implementation of a Mobile Application Support System / Ching-Hong Leung ; Kin-Man Cheung ; Tin-Fook Ngai
Tracking and Monitoring / 2.6：
Proposition of an Identification Service on a Hybrid WLAN with Mobiles Stations / Christian Soutou ; Thierry Val ; Fabrice Peyrard ; Jean-Jacques Mercier
A Dynamic Navigation System Based on User's Geographical Situation / Toshihiko Hamano
Panel Discussion:
Future of Mobile Computing: Convergence of Research and Applications
New Database Technologies for Collaborative Work Support and Spatio-Temporal Data Management / Part 3：
Collaborative Work Support-1 / Hiroshi Arisawa3.1：
A Web Solution to Concurrency Awareness in Shared Data Spaces / Jens Thamm ; Stephan Wilke ; Lutz Wegner
Structured Message Management for Group Interaction / Sozo Inoue ; Mizuho Iwaihara
Collaborative Work Support-2 / 3.2：
Group Activity Database for Groupware Evolution / Hiroyuki Tarumi ; Tetsuya Matsuyama
Supporting Collaborative Work by Process-Based Transaction Model / Tetsuya Furukawa ; Haiyan Xu ; Yihua Shi
A Cooperative Distributed Text Database Management Method Unifying Search and Compression Based on the Burrows-Wheeler Transformation / Kunihiko Sadakane ; Hiroshi Imai
Temporal Data Modelling / Stefano Spaccapietra3.3：
Temporal Objects for Spatio-Temporal Data Models and a Comparison of Their Representations / Martin Erwig ; Markus Schneider ; Ralf Hartmut Güting
The Temporal Set-Theory, Tropology, and Their Application in Spatiotemporal Modelling (Short paper) / Agnar Renolen
TimeCube: Efficient Storage, Access and Analysis of Temporal (Historical) Data (Short paper) / Y. Ishii ; T. Ishizaka ; N. Mohan ; J. Feng
Moving Objects and Spatial Indexing / Yutaba Ohsawa3.4：
Proposal of Spatial-Temporal Indexing Methods for Moving Objects / Shogo Nishida ; Hiroshi Nozawa ; Naoki Saiwaki
Spatio-Temporal Data Management for Moving Objects Using the PMD-Tree / Yasuaki Nakamura ; Hiroyuki Dekihara ; Ryo Furukawa
Implementing Sequoia 2000 Benchmark on Shusse-Uo and Its Performance / Botao Wang ; Hiroyuki Horinokuchi ; Susumu Kuroki ; Kunihiko Kaneko ; Akifumi Makinouchi
Spatio-Temporal Databases / 3.5：
A Spatiotemporal Query Processor Based on Simplicial Representation
Implementing Class Library and Index for Managing Spatio-Temporal Data (Short paper) / Toshiyuki Amagasa ; Masayoshi Aritsugi ; Takayuki Tanaka ; Yoshinari Kanamori
A Spatiotemporal Data Management Method Using Inverse Differential Script / Yutaka Ohsawa ; Kyungwol Kim
Video Database Content / 3.6：
Extracting Event Semantics from Video Data Based on Real World Database / Kiril Salev ; Takashi Tomii
Structured Modeling for Video Databases / Eunsook Ryu ; Yonghun Kim ; Mi-Young Lee ; Kyuchul Lee
Applying Unsupervised Fuzzy C-Prototypes Clustering in Motion-Based Segmentation (Short paper) / Supot Nitsuwat ; Jesse S. Jin
Author Index
Data Warehousing and Data Mining / Part 1：
Knowledge Discovery / John F. Roddick1.1：
A Fuzzy Attribute-Oriented Induction Method for Knowledge Discovery in Relational Databases / Noureddine Mouaddib ; Guillaume Raschia
KDD as an Enterprise IT Tool: Reality and Agenda / W. Kim
Computer Assisted Discovery of First Principle Equations from Numeric Data / H. Motoda
Emerging KDD Technology
Data Mining: A Rough Set Perspective / Z. Pawlak
Data Mining Techniques for Associations, Clustering and Classification / C. C. Aggarwal ; P. S. Yu
Data Mining: Granular Computing Approach / T. Y. Lin
Rule Extraction from Prediction Models / H. Tsukimoto
Association Rules
Mining Association Rules on Related Numeric Attributes / X. Du ; Z.Liu ; N.Ishii
LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining / C. L. Yip ; K. K. Loo ; B. Kao ; D. W. Cheung ; C. K. Cheng
Extending the Applicability of Association Rules / K. Rajamani ; S. Sung ; A. Cox
An Efficient Approach for Incremental Association Rule Mining / P. S. M. Tsai ; C.-C. Lee ; A. L. P. Chen
Association Rules in Incomplete Databases / M. Kryszkiewicz
Parallel SQL Based Association Rule Mining on Large Scale PC Cluster: Performance Comparison with Directly Coded C Implementation / I. Pramudiono ; T. Shintani ; T. Tamura ; M. Kitsuregawa
H-Rule Mining in Heterogeneous Databases / Y. Yang ; M.Singhal
An Improved Definition of Multidimensional, Inter-transaction Association Rule / A. Zhou ; S. Zhou ; W. Jin ; Z. Tian
Incremental Discovering Association Rules: A Concept Lattice Approach / K. Hu ; Y. Lu ; C. Shi
Feature Selection and Generation
Induction as Pre-processing / X. Wu
Stochastic Attribute Selection Committees with Multiple Boosting: Learning More Accurate and More Stable Classifier Committees / Z. Zheng ; G. I. Webb
On Information-Theoretic Measures of Attribute Importance / Y. Y. Yao ; S. K. M. Wong ; C. J. Butz
A Technique of Dynamic Feature Selection Using the Feature Group Mutual Information / K.-C. Lee
A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree / M. Terabe ; O. Katai ; T. Sawaragi ; T. Washio
Mining in Semi, Un-structured Data
An Algorithm for Constrained Association Rule Mining in Semi-structured Data / L. Singh ; B. Chen ; R. Haight ; P. Scheuermann
Incremental Mining of Schema for Semi-structured Data
Combining Forecasts from Multiple Textual Data Sources / V. Cho ; B. Wüthrich
Domain Knowledge Extracting in a Chinese Natural Language Interface to Databases: NChiql / X. Meng ; Y. Zhou ; S. Wang
Interestingness, Surprisingness, and Exceptions
Evolutionary Hot Spots Data Mining: An Architecture for Exploring for Interesting Discoveries / G J. Williams
Efficient Search of Reliable Exceptions / H. Liu ; H. Lu ; L. Feng ; F. Hussain
Heuristics for Ranking the Interestingness of Discovered Knowledge / R. J. Hilderman ; H. J. Hamilton
Rough Sets, Fuzzy Logic, and Neural Networks
Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion / S. Tsumoto
Discernibility System in Rough Sets / Z. Liu ; Z. Xie
Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal Its Secrets / A. Rauber ; D. Merkl
Neural Network Based Classifiers for a Vast Amount of Data / L. Zhang ; B. Zhang
Accuracy Tuning on Combinatorial Neural Model / H. A. Prado ; K. F. Machado ; S. R. Frigeri ; P. M. Engel
A Situated Information Articulation Neural Network: VSF Network / Y. Kakemoto ; S. Nakasuka
Neural Method for Detection of Complex Patterns in Databases / C. Deng ; F. Xiong
Preserve Discovered Linguistic Patterns Valid in Volatility Data Environment / X. Shi ; M.-C.Chan ; D. Li
An Induction Algorithm Based on Fuzzy Logic Programming / D. Shibata ; N. Inuzuka ; S. Kato ; T. Matsui ; H. Itoh
Rule Discovery in Databases with Missing Values Based on Rough Set Model
Sustainability Knowledge Mining from Human Development Database / X. Wang ; R. Wang ; J. Wang
Induction, Classification, and Clustering
Characterization of Default Knowledge in Ripple Down Rules Method / T. Wada ; T. Horiuchi
Improving the Performance of Boosting for Naive Bayesian Classification / K. M. Ting
Convex Hulls in Concept Induction / D. A. Newlands
Mining Classification Knowledge Based on Cloud Models / J. Fan
Robust Clustering of Large Geo-referenced Data Sets / V. Estivill-Castro ; M. E. Houle
A Fast Algorithm for Density-Based Clustering in Large Database / B. Zhou
A Lazy Model-Based Algorithm for On-Line Classification / G. Melli
An Efficient Space-Partitioning Based Algorithm for the K-Means Clustering / K. AlSabti ; S. Ranka ; V. Singh
A Fast Clustering Process for Outliers and Remainder Clusters / C.-M. Su ; M.-F. Jiang ; J. C. S. Chen
Optimising the Distance Metric in the Nearest Neighbour Algorithm on a Real-World Patient Classification Problem / H. He ; S. Hawkins
Classifying Unseen Cases with Many Missing Values / B. T. Low
Study of a Mixed Similarity Measure for Classification and Clustering / T. B. Ho ; N. B.Nguyen ; T. Morita
Visualization
Visually Aided Exploration of Interesting Association Rules / B. Liu ; W. Hsu ; K. Wang ; S. Chen
DVIZ: A System for Visualizing Data Mining / J. Han ; N. Cercone
Causal Model and Graph-Based Methods
A Minimal Causal Model Learner / H. Dai
Efficient Graph-Based Algorithm for Discovering and Maintaining Knowledge in Large Databases / K. L. Lee ; G. Lee
Basket Analysis for Graph Structured Data / A. Inokuchi ; K. Kumasawa ; N. Arai
The Evolution of Causal Models: A Comparison of Bayesian Metrics and Structure Priors / J. R. Neil ; K. B. Korb
KD-FGS: A Knowledge Discovery System from Graph Data Using Formal Graph System / T. Miyahara ; T. Uchida ; T. Kuboyama ; T. Yamamoto ; K. Takahashi ; H. Ueda
Agent-Based, and Distributed Data Mining
Probing Knowledge in Distributed Data Mining / Y. Guo ; J. Sutiwaraphun
Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases / Z. W. Raś ; J. M. Żytkow
The Data-Mining and the Technology of Agents to Fight the Illicit Electronic Messages / A. Zighed ; M. Côté ; N. Troudi
Knowledge Discovery in SportsFinder: An Agent to Extract Sports Results from the Web / L. Sterling ; A. Wyatt
Event Mining with Event Processing Networks / L. Perrochon ; W. Mann ; S. Kasriel ; D. C. Luckham
Advanced Topics and New Methodologies
An Analysis of Quantitative Measures Associated with Rules / N. Zhong
A Strong Relevant Logic Model of Epistemic Processes in Scientific Discovery / J. Cheng
Discovering Conceptual Differences among Different People via Diverse Structures / T. Yoshida ; T. Kondo ; S. Nishida
Ordered Estimation of Missing Values / O. O. Lobo ; M. Numao
Prediction Rule Discovery Based on Dynamic Bias Selection / E. Suzuki ; T. Ohno
Discretization of Continuous Attributes for Learning Classification Rules / A. An
BRRA: A Based Relevant Rectangle Algorithm for Mining Relationships in Databases / S. Ben Yahia ; A. Jaoua
Mining Functional Dependency Rule of Relational Database / X. Tao ; N. Wang ; Y. Hu
Time-Series Prediction with Cloud Models in DMKD / R. Jiang ; H. Chen
Author Index
Invited Talks
KDD as an Enterprise IT Tool: Reality and Agenda / W. Kim
Computer Assisted Discovery of First Principle Equations from Numeric Data / H. Motoda
On Tractable Queries and Constraints / Gottlob G. ; Leone N. ; Scarcello F.
Object-Orientation I
Instances Evolution Vs Classes Evolution / Tamzalit D. ; Oussalah C.
Dynamic Relationships in Object Oriented Databases: A Uniform Approach / Rashid A. ; Sawyer P.
IFOOD: An Intelligent Object-Oriented Database Architecture / Koyuncu M. ; Yazici A. ; George R.
An OODBMS-IRS Integration Based on a Statistical Corpus Extraction Method for Document Management / Lee C.-H. ; Chien L.-F.
Query Aspects I
Controlled Hypertextual Navigation in the SgmlQL Language / Bruno E. ; Le Maitre J. ; Murisasco E.
SECONDO/QP: Implementation of a Generic Query Processor / Güting R.H. ; Dieker S. ; Freundorfer C. ; Becker L. ; Schenk H.
Hybrid Simultaneous Scheduling and Mapping in SQL Multi-query Parallelization / Bonneau S. ; Hameurlain A.
Cluster-Based Database Selection Techniques for Routing Bibliographic Queries / Xu J. ; Lim E.-P. ; Ng W.-K.
Fundamentals for Applications I
Developing Patterns as a Mechanism for Assisting the Management of Knowledge in the Context of Conducting Organisational Change / Prekas N. ; Loucopoulos P. ; Rolland C. ; Grosz G. ; Semmak F. ; Brash D.
Knowledge Acquisition for Mobile Robot Environment Mapping / Kulich M. ; Stepan P. ; Preucil L.
Text Understanding for Knowledge Base Generation in the SYNDICATE System / Hahn U. ; Romacker M
Knowledge Discovery with the Associative Memory Modell Neunet / Küng J. ; Hagmüller S. ; Hagmüller H.
Advanced Databases I
Tracking Mobile Users Utilizing Their Frequently Visited Locations / Lee C. ; Ke C.-H. ; Chen C.-C.
VPSF: A Parallel Signature File Technique Using Vertical Partitioning and Extendable Hashing / Kim J.-K. ; Chang J.-W.
A Case for Deltas in Business - to - Business Electronic Commerce / Ghandeharizadeh S. ; Sommers F.
Flexible Workflow Management Systems: An Approach Based on Generic Process Models / van der Aalst W.M.P.
Object-Orientation II
Object-Based Ordered Delivery of Messages in Object-Based Systems / Tanaka K. ; Higaki H. ; Takizawa M.
Storage and Retrieval of XML Documents Using Object-Relational Databases / Shimura T. ; Yoshikawa M. ; Uemura S.
Query Aspects II
SQL/LPP: A Time Series Extension of SQL Based on Limited Patience Patterns / Perng C.-S. ; Stott Parker D.
A Knowledge Based Approach for Modeling and Querying Multidimensional Databases / Bellahsene Z. ; Hacid M.-S.
An Incremental Hypercube Approach for Finding Best Matches for Vague Queries / Palkoska J.
Fundamentals for Applications II
Formalising Ontologies and Their Relations / Bench-Capon T. ; Malcolm G.
Is this Argument Justified, Overruled or Defensible? / Royakkers L
Addressing Efficiency Issues During the Process of Integrity Maintenance / Mayol E. ; Teniente E.
Advanced Databases II
Quality and Recommendation of Multi-Source Data for Assisting Technological Intelligence Applications / Berti L.
Benchmarking Attribute Cardinality Maps for Database Systems Using the TPC-D Specifications / Thiyagarajah M. ; Oommen J.
Using Self-organizing Maps to Organize Document Archives and to Characterize Subject Matters: How to Make a Map Tell the News of the World / Rauber A. ; Merkl D.
Object-Orientation III
Combining C-signature with Path Dictionary for Query Processing of Nested Objects in OODBS / Shin H. ; Chang J.
A CORBA Object-based Caching with Consistency / Tari Z. ; Hammoudi S. ; Wagner S.
From Object- Oriented Conceptual Modeling to Component-Based Development / Gomez J. ; Pastor O. ; Insfran E. ; Pelechano V.
Query Aspects III
Query Processing in Relationlog / Liu M.
Rewriting Queries using Views / Flesca S. ; Greco S.
A Query Subsumption Technique / Deen S.M. ; Al-Qasem M.
Fundamentals for Applications III
A Conference Key Multicasting Scheme Using Knapsack and Secret Sharing / Wang S.-J. ; Chang J.-F.
Verify Updating Trigger Correctness / Lee S.-Y. ; Ling T.-W.
A Flexible Weighting Scheme for Multimedia Documents / Ounis I.
Advanced Databases III
A Fast Method for Ensuring the Consistency of Integrity Constraints / Lowden B.G.T. ; Robinson J.
A Mechanism for Deriving Specifications of Security Functions in the Common Criteria Framework / Leiwo J.
Object-Orientation IV
Efficient Retrieval of Structured Documents from Object-Relational Databases / Berlanga R. ; Aramburu M.J. ; GarcÃa S.
Analysis of Active Database Rules Behaviour Using Rewriting Logic / Rabih Y. ; Schneider M.
Parallel Object Server - Architecture and Performance / Kroha P. ; Lindner J.
Query Aspects IV
Using Contextual Fuzzy Views to Query Imprecise Data / Buche P. ; Loiseau S.
Combining Pat-Trees and Signature Files for Query Evaluation in Document Databases / Chen Y. ; Aberer K.
Answering Queries by Semantic Caches / Godfrey P. ; Gryz J.
Fundamentals for Applications IV
Simulating the Interaction of Database Agents / Ciarlini A.E.M. ; Furtado A.L.
Automatic and Semantic Techniques for Scheme Integration and Scheme Abstraction / Palopoli L ; Pontieri L. ; Ursino D.
Dialogue Management in a Virtual College / Beer M.D. ; Bench-Capon T.J.M. ; Sixsmith A.
Advanced Databases IV
Meta Data Based EDI for Small Enterprises / Wöss W.
Database Challenges for Genome Information in the Post Sequencing Phase / Moussouni F. ; Paton N.W. ; Hayes A. ; Oliver S. ; Goble C.A. ; Brass A.
Supporting Teams in Virtual Organizations / Hawryszkiewycz I.T.
Scaling up Dynamic Time Warping to Massive Dataset / E.J. Keogh ; M.J. Pazzani
The Haar Wavelet Transform in the Time Series Similarity Paradigm / Z.R. Struzik ; A. Siebes
Rule Discovery in Large Time-Series Medical Databases / S. Tsumoto
- Applications / Session 1B：
Simultaneous Prediction of Multiple Chemical Parameters of River Water Quality with TILDE / H. Blockeel ; S. Džeroski ; J. Grbović
Applying Data Mining Techniques to Wafer Manufacturing / E. Bertino ; B. Catania ; E. Caglio
An Application of Data Mining to the Problem of the University Students' Dropout Using Markov Chains / S. Massa ; P.P. Puliafito
- Taxonomies and Partitions / Session 2A：
Discovering and Visualizing Attribute Associations Using Bayesian Networks and Their Use in KDD / G. Masuda ; R. Yano ; N. Sakamoto ; K. Ushijima
Taxonomy Formation by Approximate Equivalence Relations, Revisited / F.A. El-Mouadib ; J. Koronacki ; J.M. Żytkow
On the Use of Self-Organizing Maps for Clustering and Visualization / A. Flexer
Speeding Up the Search for Optimal Partitions / T. Elomaa ; J. Rousu
- Logic Methods / Session 2B：
Experiments in Meta-level Learning with ILP / L. Todorovski
Boolean Reasoning Scheme with Some Applications in Data Mining / A. Skowron ; H.S. Nguyen
On the Correspondence between Classes of Implicational and Equivalence Quantifiers / J. Ivánek
Querying Inductive Databases via Logic-Based User-Defined Aggregates / F. Giannotti ; G. Manco
- Distributed and Multirelational Databases / Session 3A：
Peculiarity Oriented Multi-database Mining / N. Zhong ; Y.Y. Yao ; S. Ohsuga
Knowledge Discovery in Medical Multi-databases: A Rough Set Approach
Automated Discovery of Rules and Exceptions from Distributed Databases Using Aggregates / R. Páircéir ; S. McClean ; B. Scotney
- Text Mining and Feature Selection / Session 3B：
Text Mining via Information Extraction / R. Feldman ; Y. Aumann ; M. Fresko ; O. Liphstat ; B. Rosenfeld ; Y. Schier
TopCat: Data Mining for Topic Identification in a Text Corpus / C. Clifton ; R. Cooley
Selection and Statistical Validation of Features and Prototypes / M. Sebban ; D.A. Zighed ; S. Di Palma
- Rules and Induction / Session 4A：
Taming Large Rule Models in Rough Set Approaches / T. Ågotnes ; J. Komorowski ; T. Løken
Optimizing Disjunctive Association Rules / D. Zelenko
Contribution of Boosting in Wrapper Models / R. Nock
Experiments on a Representation-Independent "Top-Down and Prune" Induction Scheme / P. Jappy
- Interesting and Unusual / Session 5A：
Heuristic Measures of Interestingness / R.J. Hilderman ; H.J. Hamilton
Enhancing Rule Interestingness for Neuro-fuzzy Systems / T. Wittmann ; J. Ruhland ; M. Eichholz
Unsupervised Profiling for Identifying Superimposed Fraud / U. Murad ; G. Pinkas
OPTICS-OF: Identifying Local Outliers / M.M. Breunig ; H.-P. Kriegel ; R.T. Ng ; J. Sander
Posters
Selective Propositionalization for Relational Learning / É. Alphonse ; C. Rouveirol
Circle Graphs: New Visualization Tools for Text-Mining / Y.B. Yehuda ; D. Landau ; Y. Schler
On the Consistency of Information Filters for Lazy Learning Algorithms / H. Brighton ; C. Mellish
Using Genetic Algorithms to Evolve a Rule Hierarchy / R. Cattral ; F. Oppacher ; D. Deugo
Mining Temporal Features in Association Rules / X. Chen ; I. Petrounias
The Improvement of Response Modeling: Combining Rule-Induction and Case-Based Reasoning / F. Coenen ; G. Swinnen ; K. Vanhoof ; G. Wets
Analyzing an Email Collection Using Formal Concept Analysis / R. Cole ; P. Eklund
Business Focused Evaluation Methods: A Case Study / P. Datta
Combining Data and Knowledge by MaxEnt-Optimization of Probability Distributions / W. Ertel ; M. Schramm
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation? / A. Feelders
Rough Dependencies as a Particular Case of Correlation: Application to the Calculation of Approximative Reducts / M.C. Fernandez-Baizán ; E. Menasalvas Ruiz ; J.M. Peña Sánchez ; S. Millán ; E. Mesa
A Fuzzy Beam-Search Rule Induction Algorithm / C.S. Fertig ; A.A. Freitas ; L.V.R. Arruda ; C. Kaestner
An Innovative GA-Based Decision Tree Classifier in Large Scale Data Mining / Z. Fu
Extension to C-means Algorithm for the Use of Similarity Functions / J.R. García-Serrano ; J.F. Martínez-Trinidad
Predicting Chemical Carcinogenesis Using Structural Information Only / C.J. Kennedy ; C. Giraud-Carrier ; D.W. Bristol
LA - A Clustering Algorithm with an Automated Selection of Attributes, which Is Invariant to Functional Transformations of Coordinates / M.V. Kiselev ; S.M. Ananyan ; S.B. Arseniev
Association Rule Selection in a Data Mining Environment / M. Klemettinen ; H. Mannila ; A.I. Verkamo
Multi-relational Decision Tree Induction / A.J. Knobbe ; D. van der Wallen
Learning of Simple Conceptual Graphs from Positive and Negative Examples / S.O. Kuznetsov
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction / W. Kwedlo ; M. Kr&ecedil;towski
ZigZag, a New Clustering Algorithm to Analyze Categorical Variable Cross-Classification Tables / S. Lallich
Efficient Mining of High Confidence Association Rules without Support Thresholds / J. Li ; X. Zhang ; G. Dong ; K. Ramamohanarao ; Q. Sun
A Logical Approach to Fuzzy Data Analysis / C.-J. Liau ; D.-R. Liu
AST: Support for Algorithm Selection with a CBR Approach / G. Lindner ; R. Studer
Efficient Shared Near Neighbours Clustering of Large Metric Data Sets / S. Lodi ; L. Reami ; C. Sartori
Discovery of "Interesting" Data Dependencies from a Workload of SQL Statements / S. Lopes ; J.-M. Petit ; F. Toumani
Learning from Highly Structured Data by Decomposition / R. Mac Kinney-Romero
Combinatorial Approach for Data Binarization / E. Mayoraz ; M. Moreira
Extending Attribute-Oriented Induction as a Key-Preserving Data Mining Method / M.K. Muyeba ; J.A. Keane
Automated Discovery of Polynomials by Inductive Genetic Programming / N. Nikolaev ; H. Iba
Diagnosing Acute Appendicitis with Very Simple Classification Rules / A. Øhrn
Rule Induction in Cascade Model Based on Sum of Squares Decomposition / T. Okada
Maintenance of Discovered Knowledge / M. Pěchouček ; O. Štěpánková ; P. Mikšovský
A Divisive Initialization Method for Clustering Algorithms / C. Pizzuti ; D. Talia ; G. Vonella
A Comparison of Model Selection Procedures for Predicting Turning Points in Financial Time Series / T. Poddig ; K. Ruber
Mining Lemma Disambiguation Rules from Czech Corpora / L. Popelínský ; T. Pavelek
Adding Temporal Semantics to Association Rules / C.P. Rainsford ; J.F. Roddick
Studying the Behavior of Generalized Entropy in Induction Trees Using a M-of-N Concept / R. Rakotomalala
Discovering Rules in Information Trees / Z.W. Ras
Mining Text Archives: Creating Readable Maps to Structure and Describe Document Collections / A. Rauber ; D. Merkl
Neuro-fuzzy Data Mining for Target Group Selection in Retail Banking
Mining Possibilistic Set-Valued Rules by Generating Prime Disjunctions / A.A. Savinov
Towards Discovery of Information Granules / J. Stepaniuk
Classification Algorithms Based on Linear Combinations of Features / D. Śl&ecedil;zak ; J. Wróblewski
Managing Interesting Rules in Sequence Mining / M. Spiliopoulou
Support Vector Machines for Knowledge Discovery / S. Sugaya ; E. Suzuki
Regression by Feature Projections / İ. Uysal ; H.A. Güvenir
Generating Linguistic Fuzzy Rules for Pattern Classification with Genetic Algorithms / N. Xiong ; L. Litz
Tutorials
Data Mining for Robust Business Intelligence Solutions / J. Mrazek
Query Languages for Knowledge Discovery in Databases / J.-F. Boulicaut
The ESPRIT Project CreditMine and Its Relevance for the Internet Market / S. Koühler ; M. Krieger
Logics and Statistics for Association Rules and Beyond / P. Hájek ; J. Rauch
Data Mining for the Web
Relational Learning and Inductive Logic Programming Made Easy / L. De Raedt
Author Index
- Time Series / Session 1A：
Scaling up Dynamic Time Warping to Massive Dataset / E.J. Keogh ; M.J. Pazzani
The Haar Wavelet Transform in the Time Series Similarity Paradigm / Z.R. Struzik ; A. Siebes
organized by Institut universitaire de technologie de Bayonne-Pays Basque, Université de Pau et des pays de l'Adour, Bayonne, France, Facultad de Informática, Universidad del País Vasco/Euskal Herriko Unibertsitatea, San Sebastian, Spain
出版情報:
Los Alamitos, Calif. : IEEE Computer Society, c1997 ix, 217 p. ; 28 cm
sponsored by Concordia University, Faculty of Engineering and Computer Science and Department of Computer Science, British Council in cooperation with IEEE Computer Society ; [editors, Bipin C. Desai, Barry Eaglestone]
出版情報:
Washington, : IEEE Computer Society, c1997 xii, 403 p. ; 28 cm
Opening Remarks / Maria Orlowska ; Dimitrios Georgakopoulos
Virtual Enterprise Modeling and Analysis
A Framework for Analyzing Virtual Enterprise Infrastructure / A. Umar ; P. Missier
Modeling and Analysis of Interactions in Virtual Enterprises / H. Davulcu ; M. Kifer ; L.R. Pokorny ; C.R. Ramakrishnan ; I.V. Ramakrishnan ; S. Dawson
Modelling Virtual Enterprises and the Character of their Interactions / J.O. Aagedal ; Z. Milosevic ; A. Wood
Information Management in Virtual Enterprises
An Enterprise Intelligence System Integrating WWW and Intranet Resource / E.K. Lee ; W. Noah
Distributed Information Management in Virtual Engineering Enterprises by GEN / E. Radeke ; J. Korzonnek
Information and Communication Technology (ICT) Infrastructure for Small and Medium Enterprises (SMEs) Networks: Achievements and Work-in-Progress from Three European Projects / P.D. Ktenidis ; A.T. Paraskevopoulos
Keynote Address
Programming the New Computer / Richard DeMillo
Communication and Negotiation in Virtual Enterprises
Agents, a Broker, and Lies / P. Fankhauser ; T. Tesch
Supporting Contract Match-Making / Y. Hoffner
Use of Roles and Policies for Specifying and Managing a Virtual Enterprise / E. Lupu ; M. Sloman
Modifying CSCW Environments Dynamically for Supporting Virtual Enterprises / Y. Kambayashi ; K. Katayama ; M. Mohania
Invited Project Presentations
CrossFlow--Cross-Organizational Workflow Support for Virtual Organizations / P. Grefen
Virtual Enterprise Generic Applications / M. Zweiacker ; G. Kaufmann ; B. Suter ; K. Erben
IMP: An Architecture for Virtual Enterprises for Electronic Service Delivery / D.J. Abel
Service Models, Discovery, and Utilization
Deriving Service Models in Cross-Organizational Workflows / J. Klingemann ; J. Wasch ; K. Aberer
Enterprise Workflow Resource Management / W. Du ; M.-C. Shan
Establishing Virtual Enterprises by Means of Mobile Agents / P.K. Chrysanthis ; S. Banerjee ; S.-K. Chang
Coo: A Workflow Operator to Improve Cooperation Modeling in Virtual Processes / C. Godart ; O. Perrin ; H. Skaf
WISE: Business to Business E-Commerce / G. Alonso ; U. Fiedler ; C. Hagen ; A. Lazcano ; H. Schuldt ; N. Weiler
Specification of Cooperative Constraints in Virtual Enterprise Workflow / A.H.H. Ngu
Workflow History Management in Virtual Enterprises Using a Light-Weight Workflow Management System / P. Muth ; J. Weissenfels ; M. Gillmann ; G. Weikum
Panel Discussion: Virtual Enterprises: Examples and Future Research
Visual Data Mining for Business Intelligence Applications / Ming Hao ; Umeshwar Dayal ; Meichun Hsu
Parallel Data Mining on Large Scale PC Cluster / Masaru Kitsuregawa
XML: DTD and Queries
XML Query Languages in Practice : An Evaluation / Zachary G. Ives ; Ying Lu
A Two-Level Method for Clustering DTDs / Weining Qian ; Long Zhang ; Yuqi Liang ; Hailei Qian ; Wen Jin
XML Queries via SQL / Cindy X. Chen ; Ashok Malhotra
Inferring DTD to Facilitate User-Oriented XML Document Query / Shihui Zheng
O-O: Modeling and Implementation
An Object Oriented Multidimensional Data Model for OLAP / T. B. Nguyen ; A. M. Tjoa ; R. R. Wagner
Applying Object-Oriented Conceptual Modeling Techniques to the Design of Multidimensional Databases and OLAP Applications / Juan Carlos Trujillo ; Manuel Palomar ; Jaime Gómez
An Optimal Locking Scheme in Object-Oriented Database Systems / Woochun Jun ; Le Gruenwald
Association Rules: Mining and Application
An Efficient Distributed Algorithm for Computing Association Rules / Yijun Li ; Xuemin Lin ; Chi-Ping Tsang
Mining Association Rules with Negative Items Using Interest Measure / Haofeng Zhou ; Pan Gao ; Yangyong Zhu
Probabilistic Approach to Association Rules in Incomplete Databases / Marzena Kryszkiewicz
Discovering Sequential Patterns from Non-Uniform Databases / Du Dang ; X. Sean Wang
An Effective Approach to Mining Exception Class Association Rules / Fang Yu
Enterprise Information Systems and E-Commerce
Integrated Data Management and Enterprise Models / Alain Bazan ; Florida Estrellam ; Zsolt Kovacs ; Paul Lecoq ; Jean-Marie Le Goff ; Richard McClatchey ; Steve Murray ; Tony Solomonides ; Jean-Pierre Vialle
A Virtual Private Network for Virtual Enterprise Information Systems / Lina Wang ; Ge Yu ; Guoren Wang ; Xiaochun Yang ; Dan Wang ; Xiaomei Dong ; Daling Wang ; Zhe Mei
Adaptive Online Retail Web Site Based on Hidden Markov Model / Shi Wang ; Wen Gao ; Tiejun Huang ; Jiyong Ma ; Jintao Li ; Hui Xie
A Protocol for Untraceable Electronic Cash / Hua Wang ; Yanchun Zhang
The Web: Document Management and Retrieval
Materializing Web Data for OLAP and DSS / Yan Zhu ; Christof Bornhövd ; Doris Sautner ; Alejandro P. Buchmann
Hierarchically Classifying Chinese Web Documents without Dictionary Support and Segmentation Procedure / Shuigeng Zhou ; Ye Fan ; Jiangtao Hu ; Yunfa Hu
Web Clustering and Association Rule Discovery for Web Broadcast
A Non-Euclidean Model for Web Retrieval / Z. W. Wang ; R. B. Maguire ; Y. Y. Yao
Advanced Replacement Policies for WWW Caching / Kai Cheng ; Yahiko Kambayashi
Spatial and Temporal Databases
Extending Rectangle Join Algorithms for Rectilinear Polygons / Hongjun Zhu ; Jianwen Su ; Oscar H. Ibarra
HMT: Modeling Temporal Aspects in Hypermedia Applications / Günther Specht ; Peter Zoller
Hana Tree: A Dynamic and Robust Access Method for Spatial Data Handling / Yongwon Kwon ; Chang Sung Jeong
MADGIS: A New Architecture for Distributed GIS under Internet Environment / Jihong Guan ; Fuling Bian
Data Warehousing
Global View Maintenance by Using Inference Relationship among Views / Haifeng Liu ; Wee-Keong Ng ; Chaohui Li
Maintaining Materialized Views for Data Warehouses with Multiple Remote Sources / Weifa Liang ; Chris Johnson ; Jeffrey X. Yu
Using Loglinear Models to Compress Datacube / Daniel Barbará ; Xintao Wu
Materialized View Selection in a Data Warehouse / Feng Yu ; Du Xiaoyong ; Wang Shan
Information Retrieval
ExSight: Highly Accurate Object Based Image Retrieval System Enhanced by Redundant Object Extraction / Kazuhiko Kushima ; Hiroki Akama ; Seiichi Kon'ya ; Masashi Yamamuro
sponsored by IEEE Computer Society Technical Committee on Multimedia Computing [and] the Information Technology Research Institute (ITRI), Wright State University, Dayton, Ohio : in cooperation with IEEE Computer Society Technical Committee on Data Engineering
出版情報:
Los Alamitos, CA : IEEE Computer Society, 1998 ix, 198 p. ; 28 cm
First International Workshop on Evolution and Change in Data Management (ECDM'99)
Introduction
Handling Evolving Data Through the Use of a Description Driven Systems Architecture / F. Estrella ; Z. Kovacs ; J.-M. Le Goff ; R. McClatchey ; M. Zsenei
Evolution of Schema and Individuals of Configurable Products / Timo Männistö ; Reijo Sulonen
Evolution in Object Databases
Updates and Application Migration Support in an ODMG Temporal Extension / Marlon Dumas ; Marie-Christine Fauvet ; Pierre-Claude Scholl
ODMG Language Extensions for Generalized Schema Versioning Support / Fabio Grandi ; Federica Mandreoli
A Survey of Current Methods for Integrity Constraint Maintenance and View Updating / Enric Mayol ; Ernest Teniente
Specification and Implementation of Temporal Databases in a Bitemporal Event Calculus / Carlos A. Mareco ; Leopoldo Bertossi
Schema Versioning for Archives in Database Systems / Ralf Schaarschmidt ; Jens Lufter
Conceptual Modeling of Change
Modeling Cyclic Change / Kathleen Hornsby ; Max J. Egenhofer ; Patrick Hayes
On the Ontological Expressiveness of Temporal Extensions to the Entity-Relationship Model / Heidi Gregersen ; Christian S. Jensen
Semantic Change Patterns in the Conceptual Schema / L. Wedemeijer
International Workshop on Reverse Engineering in Information Systems (REIS'99)
Methodologies for Reverse Engineering
The BRIDGE: A Toolkit Approach to Reverse Engineering System Metadata in Support of Migration to Enterprise Software / Juanita Walton Billings ; Lynda Hodgson ; Peter Aiken
Data Structure Extraction in Database Reverse Engineering / J. Henrard ; J.-L. Hainaut ; J.-M. Hick ; D. Roland ; V. Englebert
Documenting Legacy Relational Databases / Reda Alhajj
A Tool to Reengineer Legacy Systems to Object-Oriented Systems / Hernán Cobo ; Virginia Mauco ; Maria Romero ; Carlota RodrÃguez
CAPPLES - A Capacity Planning and Performance Analysis Method for the Migration of Legacy Systems / Paulo Pinheiro da Silva ; Alberto H. F. Laender ; Rodolfo S. F. Resende ; Paulo B. Golgher
Reuse of Database Design Decisions / Meike Klettke
International Workshop on the World Wide Web and Conceptual Modeling (WWWCM'99)
Modeling Navigation and Interaction
Modeling Interactive Web Sources for Information Mediation / Bertram Ludäscher ; Amarnath Gupta
Web Application Models Are More than Conceptual Models / Gustavo Rossi ; Daniel Schwabe ; Fernando Lyardet
E/R Based Scenario Modeling for Rapid Prototyping of Web Information Services / Thomas Feyer ; Bernhard Thalheim
Directions in Web Modeling
Models for Superimposed Information / Lois Delcambre ; David Maier
Formalizing the Specification of Web Applications / D.M. Germán ; D.D. Cowan
"Modeling-by-Patterns" of Web Applications / Franca Garzotto ; Paolo Paolini ; Davide Bolchini ; Sara Valenti
Modeling Web Information
A Unified Framework for Wrapping, Mediating and Restructuring Information from the Web / Wolfgang May ; Rainer Himmeröder ; Georg Lausen ; BertramLudäscher
Semantically Accessing Documents Using Conceptual Model Descriptions / Terje Brasethvik ; Jon Atle Gulla
KnowCat: A Web Application for Knowledge Organization / Xavier Alamán ; Ruth Cobos
Meta-modeling for Web-Based Teachware Management / Christian Süß ; Burkhard Freitag ; Peter Brössler
Data Warehouse Design for E-Commerce Environments / Il-Yeol Song ; Kelly LeVan-Shultz
Author Index
First International Workshop on Evolution and Change in Data Management (ECDM'99)
Introduction
Handling Evolving Data Through the Use of a Description Driven Systems Architecture / F. Estrella ; Z. Kovacs ; J.-M. Le Goff ; R. McClatchey ; M. Zsenei
Formally Verifying Dynamic Properties of Knowledge Based Systems / Perry Groot ; Annette ten Teije ; Frank van Harmelen
Integration of Behavioural Requirements Specification within Knowledge Engineering / Daniela E. Herlea ; Catholijn M. Jonker ; Jan Treur ; Niek J.E. Wijngaards
Towards an Ontology for Substances and Related Actions / Björn Höfling ; Thorsten Liebig ; Dietmar Rösner ; Lars Webel
Use of Formal Ontologies to Support Error Checking in Specifications / Yannis Kalfoglou ; David Robertson
The Ontologies of Semantic and Transfer Links / Mourad Oussalah ; Karima Messaadia
edited by George Gardarin ... [et al.] ; sponsored by the Association for Computing Machinery (ACM), Special Interest Group on Information Retrieval (SIGIR), Special Interest Group on Artificial Intelligence (SIGIR) in cooperation with the University of Southwestern Louisiana (USL), University Maryland, Baltimore County (UMBC)
Editor: Susan Gauch ; sponsored by the Association for Computing Machinery, Special Interest Groups on Management Information Systems (SIGMIS), and Information Retrieval (SIGIR)
The volume presents 23 revised full papers selected from 77 submissions
Also included are two invited contributions
The papers are organized in topical sections on supporting user interfaces, metadata, information retrieval, DL architectures, multilingual information retrieval, structured documents, and case studies
The volume presents 23 revised full papers selected from 77 submissions
Also included are two invited contributions
The papers are organized in topical sections on supporting user interfaces, metadata, information retrieval, DL architectures, multilingual information retrieval, structured documents, and case studies
edited by Niki Pissinou ... [et al.] ; sponsored by the Association for Computing Machinery (ACM), Special Interest Group on Information Retrieval (SIGIR), Special Interest Group on Artificial Intelligence (SIGIR) in cooperation with National Science Foundation (NSF) ... [et al.]
edited by Ken Barker, M.T. Özsu ; sponsored by the Association for Computing Machinery (ACM), Special Interest Group on Information Retrieval (SIGIR), Special Interest Group on Artificial Intelligence (SIGART) ; in cooperation with National Aeronautics and Space Administration (NASA) ... [et al.]
出版情報:
New York, N.Y. : ACM Press, c1996 xi, 344 p. ; 28 cm
Issues raised by three years of developing PJama: An orthogonally persistent platform for JavaÖ / Malcolm Atkinson ; Mick Jordan
Novel computational approaches to information retrieval and data mining / Christos H. Papdimitriou
Tutorial
Description logics and their relationships with databases: Query Languages / Maurizio Lenzerini
An equational chase for path-conjunctive queries, and views / Lucian Popa ; Val Tannen
Adding for-loops to rst-order logic / Frank Neven ; Martin Otto ; Jurek Tyszkiewicz ; Jan Van den Bussche
Logic
De nability and descriptive complexity on databases of bounded treewidth / Martin Grohe ; Julian Mariño
Decidability of rst order logic queries over views / James Bailey ; Guozhu Dong
Performance I
Urn models and Yao's formula / Danièle Gardy ; Laurent Némirovski
On the generation of 2-dimensional index workloads / Joseph M. Hellerstein ; Lisa Hellerstein ; George Kollios
Increasing the expressiveness of analytical performance models for replicated databases / Matthias Nicola ; Matthias Jarke
Concurrency and Distribution
Transactions in stack, fork, and join composite systems / Gustavo Alonso ; Armin Feßler ; Guy Pardon ; Hans-Jörg Schek
Databases for tracking mobile units in real time / Ouri Wolfson ; Liqin Jiang ; A. Prasad Sistla ; Sam Chamberlain ; Naphtali Rishe ; Minglin Deng
Constraint Databases:
On capturing rst-order topological properties of planar spatial databases / Bart Kuijpers
On the orthographic dimension of constraint databases / Stéphane Grumbach ; Philippe Rigaux ; Luc Segou n
Index Structures
When is "nearest neighbor" meaningful? / Kevin Beyer ; Jonathan Goldstein ; Raghu Ramakrishnan ; Uri Shaft
On rectangular partitionings in two dimensions: Algorithms, complexity, and applications / S. Muthukrishnan ; Viswanath Poosala ; Torsten Suel
Optimal dynamic range searching in non-replicating index structures / K. V. Ravi Kanth ; Ambuj Singh
Index structures for path expressions / Tova Milo ; Dan Suciu
Semi-Structured Data
Schemas for integration and translation of structured and semi-structured data / Catriel Beeri
In search of the lost schema / Giansalvatore Mecca
Mediation
Tableau techniques for querying information sources through global schemas / Gösta Grahne ; Alberto O. Mendelzon
Optimizing large join queries in mediation systems / Ramana Yerneni ; Chen Li ; Je rey Ullman ; Hector Garcia-Molina
Computational Issues
Incremental F O(+; <) maintenance of all-pairs shortest paths for undirected graphs after insertions and deletions / Chaoyi Pang ; Ramamohanarao Kotagiri
A framework for the investigation of aggregate functions in database queries / Luca Cabibbo ; Riccardo Torlone
Discovering frequent closed itemsets for association rules / Nicolas Pasquier ; Yves Bastide ; Ra k Taouil ; Lot Lakhal
Views
View disassembly / Parke Godfrey ; Jarek Gryz
Answering queries using materialized views with disjunctions / Foto N. Afrati ; Manolis Gergatsoulis ; Theodoros Kavalieros
Selection of views to materialize under a maintenance cost constraint / Himanshu Gupta ; Inderpal Singh Mumick
The data warehouse of newsgroups / Divesh Srivastava
Author Index
Invited Talks
Issues raised by three years of developing PJama: An orthogonally persistent platform for JavaÖ / Malcolm Atkinson ; Mick Jordan
Novel computational approaches to information retrieval and data mining / Christos H. Papdimitriou
edited by James C. French and Hans Hinterberger ; sponsored by Center of Excellence in Space Data and Information Sciences, National Aeronautics and Space Administration, National Oceanic and Atmospheric Administration ; in cooperation with IEEE Computer Society Technical Committee on Data Engineering, International Association for Statistical Computing
出版情報:
Los Alamitos, Calif. : IEEE Computer Society Press, c1994 ix, 292 p. ; 28 cm
Wayne Niblack, chair/editor ; sponsored by IS&T--the Society for Imaging Science and Technology, SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Wash. : SPIE, c1993 vii, 236 p. ; 28 cm
Wayne Niblack, Ramesh C. Jain, chairs/editors ; sponsored by IS&T--the Society for Imaging Science and Technology, SPIE--the International Society for Optical Engineering
出版情報:
Bellingham, Wash. : SPIE, c1994 iv, 250 p. ; 28 cm
International Conference on Very Large Data Bases ; Association for Computing Machinery ; IEEE Computer Society ; Institute of Electrical and Electronics Engineers
出版情報:
New York [etc.] : Institute of Electrical and Electronics Engineers [etc.]
User Profiling for Intrusion Detection Using Dynamic and Static Behavioral Models / Dit-Yan Yeung ; Yuxin Ding
Classification (III)
Incremental Extraction of Keyterms for Classifying Multilingual Documents in the Web / Lee-Feng Chien ; Chien-Kang Huang ; Hsin-Chen Chiao ; Shih-Jui Lin
k-nearest Neighbor Classification on Spatial Data Streams Using P-trees / Maleq Khan
Interactive Construction of Classification Rules / Jianchao Han ; Nick Cercone
Outliers, Missing Data, and Causation
Enhancing Effectiveness of Outlier Detections for Low Density Patterns / Jian Tang ; Ada Wai-chee Fu ; David W. Cheung
Cluster-Based Algorithms for Dealing with Missing Values / Yoshikazu Fujikawa ; TuBao Ho
Extracting Causation Knowledge from Natural Language Texts / Ki Chan ; Boon-Toh Low ; Kai-Pui Lam
Mining Relationship Graphs for Effective Business Objectives / Kok-Leong Ong ; Wee-Keong Ng
Author Index
Industrial Papers (Invited)
Network Data Mining and Analysis: The <$>{\cal {NEMESIS}}<$> Project / Minos Garofalakis ; Rajeev Rastogi
Privacy Preserving Data Mining: Challenges and Opportunities / Ramakrishnan Srikant
Extending a Lexical Ontology by a Combination of Distributional Semantics Signatures / E. Alfonseca ; S. Manandhar
Acquiring Knowledge and Numerical Data to Support CBR Retrieval / S. Bandini ; S. Manzoni ; F. Sartori
An OO Model for Incremental Hierarchical KA / G. Beydoun
Experiences with Modelling Issues in Building Probabilistic Networks / L.C. van der Gaag ; E.M. Helsper
IKRAFT: Interactive Knowledge Representation and Acquisition from Text / Y. Gil ; V. Ratnakar
TRELLIS: An Interactive Tool for Capturing Information Analysis and Decision Making
Web-Based Document Management for Specialised Domains: A Preliminary Evaluation / M. Kim ; P. Compton
From Informal Knowledge to Formal Logic: A Realistic Case Study in Medical Protocols / M. Marcos ; M. Balser ; A. ten Teije ; F. van Harmelen
Knowledge Management
KMsim: A Meta-modelling Approach and Environment for Creating
Process-Oriented Knowledge Management Simulations / A. Anjewierden ; I. Shostak ; R. de Hoog
Skills Management in Knowledge-Intensive Organizations / V.R. Benjamins ; J.M. LUpez Cobo ; J. Contreras ; J. Casillas ; J. Blasco ; B. de Otto ; J. GarcIa ; M. Bl*zquez ; J.M. Dodero
Knowledge Acquisition and Modeling in Clinical Information Systems: A Case Study / G. Falkman ; O. Torgersson
MEGICO: An Intelligent Knowledge Management Methodology / J.L. MatE ; L.F. Paradela ; J. Pazos ; A. RodrIguez-PatUn ; A. Silva
Ontologies
A Process Ontology / S. Aitken ; J. Curtis
Semantic Commitment for Designing Ontologies: A Proposal / B. Bachimont ; A. Isaac ; R. Troncy
User-System Cooperation in Document Annotation Based on Information Extraction / F. Ciravegna ; A. Dingli ; D. Petrelli ; Y. Wilks
WebODE: An Integrated Workbench for Ontology Representation, Reasoning, and Exchange / O. Corcho ; M. Fernandez-Loez ; A. Gomez-Perez ; O. Vicente
Some Ontology Engineering Processes and Their Supporting Technologies. / A. Flett ; M. Casella dos Santos ; W. Ceusters
Sweetening Ontologies with DOLCE / A. Gangemi ; N. Guarino ; C. Masolo ; A. Oltramari ; L. Schneider
Turning Lead into Gold? Feeding a Formal Knowledge Base with Informal Conceptual Knowledge / U. Hahn ; S. Schulz
Ontology Versioning and Change Detection on the Web / M. Klein ; D. Fensel ; A. Kiryakov ; D. Ognyanov
Hozo: An Environment for Building/Using Ontologies Based on a Fundamental Consideration of iRolei and iRelationshipi / K. Kozaki ; Y. Kitamura ; M. Ikeda ; R. Mizoguchi
An Ontology-Driven Approach to Web Site Generation and Maintenance. / Y. Lei ; E. Motta ; J. Domingue
MAFRA n A MApping FRAmework for Distributed Ontologies / A. Maedche ; B. Motik ; N. Silva ; R. Volz
Measuring Similarity between Ontologies / S. Staab
Ontology-Mediated Business Integration / B. Omelayenko
Representation of Ontologies for Information Integration / C. Reynaud ; B. Safar
User-Driven Ontology Evolution Management / L. Stojanovic ; N. Stojanovic
Attribute Meta-properties for Formal Ontological Analysis / V. Tamma ; T.J.M. Bench Capon
Semantic Web
Managing Reference: Ensuring Referential Integrity of Ontologies for the Semantic Web / H. Alani ; S. Dasmahapatra ; N. Gibbins ; H. Glaser ; S. Harris ; Y. Kalfoglou ; K. O'Hara ; N. Shadbolt
Alice: Assisting Online Shoppers through Ontologies and Novel Interface Metaphors / M. Martins ; J. Tan ; A. Stutt ; H. Pertusson
Acquiring Configuration Knowledge Bases in the Semantic Web Using UML / A. Felfernig ; G. Friedrich ; D. Jannach ; M. Stumptner ; M. Zanker
S-CREAM n Semi-automatic CREAtion of Metadata / S. Handschuh
Tracking Changes in RDF(S) Repositories
MnM: Ontology Driven Semi-automatic and Automatic Support for Semantic Markup / M. Vargas-Vera ; M. Lanzoni
Invited Paper
New Tools for the Semantic Web / J. Golbeck ; M. Grove ; B. Parsia ; A. Kalyanpur ; J. Hendler
Author Index
Knowledge Acquisition
Extending a Lexical Ontology by a Combination of Distributional Semantics Signatures / E. Alfonseca ; S. Manandhar
Acquiring Knowledge and Numerical Data to Support CBR Retrieval / S. Bandini ; S. Manzoni ; F. Sartori
Annual Meeting on Database Week ; IEEE Computer Society ; ACM Special Interest Group for the Management of Data ; ACM SIGBPD ; IEEE Computer Society. Technical Committee on VLSI ; IEEE Computer Society. Design Automation Technical Committee ; IEEE Computer Society. Technical Committee on Database Engineering ; Association for Computing Machinery. Special Interest Group on Information Retrieval ; Institut national de recherche en informatique et en automatique (France)
出版情報:
Silver Spring, Md. : IEEE Computer Society Press, c1983 viii, 133 p. ; 28 cm
Investigation of Cache Maintenance Strategies for Multi-cell Environments / Zhijun Wang ; Mohan Kumar ; Sajal K. Das ; Huaping Shen
Resilient Data-Centric Storage in Wireless Ad-Hoc Sensor Networks / Abhishek Ghose ; Jens Grossklags ; John Chuang
Location Tracking
Shape-Based Similarity Query for Trajectory of Mobile Objects / Yutaka Yanagisawa ; Jun-ichi Akahani ; Tetsuji Satoh
An Efficient Spatiotemporal Indexing Method for Moving Objects in Mobile Communication Environments / Hyun Kyoo Park ; Jin Hyun Son ; Myoung Ho Kim
DynaMark: A Benchmark for Dynamic Spatial Indexing / Jussi Myllymaki ; James Kaufman
Information Management
Using Separate Processing for Read-Only Transactions in Mobile Environment / Eddie Y.M. Chan ; Victor C.S. Lee ; Kwok-Wa Lam
Publish/Subscribe Tree Construction in Wireless Ad-Hoc Networks / Yongqiang Huang ; Hector Garcia-Molina
Personal Workflows: Modeling and Management / San-Yih Hwang ; Ya-Fan Chen
Location-Aware Services
Architectural Support for Global Smart Spaces / Alan Dearle ; Graham Kirby ; Ron Morrison ; Andrew McCarthy ; Kevin Mullen ; Yanyan Yang ; Richard Connor ; Paula Welen ; Andy Wilson
FATES: Finding A Time dEpendent Shortest path / Hae Don Chon ; Divyakant Agrawal ; Amr El Abbadi
Search K Nearest Neighbors on Air / Baihua Zheng ; Wang-Chien Lee ; Dik Lun Lee
Adaptive Location Management in Mobile Environments / Ratul kr. Majumdar ; Krithi Ramamritham ; Ming Xiong
Context-Aware Services
Policy-Driven Binding to Information Resources in Mobility-Enabled Scenarios / Paolo Bellavista ; Antonio Corradi ; Rebecca Montanari ; Cesare Stefanelli
Constructing Environment-Aware Mobile Applications Adaptive to Small, Networked Appliances in Ubiquitous Computing Environment / Kazunori Takashio ; Masakazu Mori ; Masataka Funayama ; Hideyuki Tokuda
Experiences in Using CC/PP in Context-Aware Systems / Jadwiga Indulska ; Ricky Robinson ; Andry Rakotonirainy ; Karen Henricksen
Document Visualization on Small Displays / Ka Kit Hoi ; Jianliang Xu
Resource Discovery
Towards Autonomous Services for Smart Mobile Devices / Thomas Strang
Nomad: Application Participation in a Global Location Service / Kris Bubendorfer ; John H. Hine
Mobiscope: A Scalable Spatial Discovery Service for Mobile Network Resources / Matthew Denny ; Michael J. Franklin ; Paul Castro ; Apratim Purakayastha
Location Management
Presence, Location, and Instant Messaging in a Context-Aware Application Framework / Arjan J.H. Peddemors ; Marc M. Lankhorst ; Johan de Heer
CAMEL: A Moving Object Database Approach for Intelligent Location Aware Services / Ying Chen ; Fangyan Rao ; Xiulan Yu ; Dong Liu
Using Hashing and Caching for Location Management in Wireless Mobile Systems / Weiping He ; Athman Bouguettaya
SEB-tree: An Approach to Index Continuously Moving Objects / Zhexuan Song ; Nick Roussopoulos
Best Movement of Mobile Agent in Mobile Computing Systems / Chao-Chun Chen ; Chiang Lee ; Chih-Horng Ke
Storage Management and Query Processing
Clique: A Transparent, Peer-to-Peer Replicated File System / Bruno Richard ; Donal Mac Nioclais ; Denis Chalon
Transactional Peer-to-Peer Information Processing: The AMOR Approach / Klaus Haller ; Heiko Schuldt ; Hans-Jörg Schek
Performance Evaluation of Transcoding-Enabled Streaming Media Caching System / Bo Shen ; Sung-Ju Lee ; Sujoy Basu
Adaptive File Cache Management for Mobile Computing / Jiangmei Mei ; Rick Bunt
Adaptive Power-Aware Prefetching Schemes for Mobile Broadcast Environments / Haibo Hu
A Multi-layered Database Model for Mobile Environment / Sanjay Kumar Madria ; Yongjian Fu ; Sourav Bhowmick
Context-Aware Information Services
A Task Oriented Approach to Delivery in Mobile Environments / François Paradis ; Francis Crimmins ; Nadine Ozkan
Picturing the Future Personal Navigation Products and Services by Means of Scenarios / Olli Sotamaa ; Veikko Ikonen
Personal Digest System for Professional Baseball Programs in Mobile Environment / Takako Hashimoto ; Takashi Katooka ; Atsushi Iizawa
Handling Client Mobility and Intermittent Connectivity in Mobile Web Accesses / Purushottam Kulkarni ; Prashant Shenoy
Enabling Web-Based Location-Dependent Information Services in Mobile Environments / Yongbo Niu ; Shanping Li
図書
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