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1.

図書

図書
Lucas Chi-Kwong Hui, Dik Lun Lee (eds.)
出版情報: Berlin ; Tokyo : Springer, c1999  xx, 518 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1749
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2.

図書

図書
Peggy Agouris, Anthony Stefanidis (eds.)
出版情報: Berlin : Springer, c1999  x, 316 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1737
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3.

図書

図書
Ralf Hartmut Güting, Dimitris Papadias, Fred Lochovsky (eds.)
出版情報: Berlin ; New York : Springer, c1999  xi, 369 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1651
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4.

図書

図書
Yahiko Kambayashi [et al.] (eds.)
出版情報: Berlin ; Tokyo : Springer, c1999  xix, 592 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1552
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目次情報: 続きを見る
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
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
Constructing Structured Document Views (Short paper) / Hiroyuki Kato ; Masatoshi Yoshikawa
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
5.

図書

図書
Ning Zhong, Lizhu Zhou, eds
出版情報: Berlin ; Tokyo : Springer, c1999  xv, 533 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1574 . Lecture notes in artificial intelligence
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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
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
Discovering Structure from Document Databases / M.-F.Jiang ; S.-S. Tseng ; C.-J. Tsai
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
6.

図書

図書
Paolo Atzeni, Alberto Mendelzon, Giansalvatore Mecca (eds.)
出版情報: Berlin : Springer, c1999  viii, 212 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1590
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Internet Programming: Tools and Applications
A Unified Algorithm for Cache Replacement and Consistency in Web Proxy Servers / J. Shim ; P. Scheuermann ; R. Vingralek
Transactional Services for the Internet / D. Billard
On the Unification of Persistent Programming and the World Wide Web / R. Connor ; K. Sibson ; P. Manghi
Integration and Access to Web Data
Interactive Query and Search in Semistructured Databases / R. Goldman ; J. Widom
Bringing Database Functionality to the WWW / D. Konopnicki ; O. Shmueli
Fixpoint Calculus for Querying Semistructured Data / N. Bidoit ; M. Ykhlef
Hypertext Views on Databases
Incremental Maintenance of Hypertext Views / G. Sindoni
Using YAT to Build a Web Server / J. Siméon ; S. Cluet
Languages and Tools to Specify Hypertext Views on Databases / G. Falquet ; J. Guyot ; L. Nerima
Searching and Mining the Web
WebSuite - A Tool Suite for Harnessing Web Data / C. Beeri ; G. Elber ; T. Milo ; Y. Sagiv ; N. Tishby ; Y. Kogan ; P. Mogilevski ; N.Slonim
Extracting Patterns and Relations from the World Wide Web / S. Brin
WUM: A Tool for Web Utilization Analysis / M. Spiliopoulou ; L. C. Faulstich
Finding Near-Replicas of Documents on the Web / N. Shivakumar ; H. Garcia-Molina
Author Index
Internet Programming: Tools and Applications
A Unified Algorithm for Cache Replacement and Consistency in Web Proxy Servers / J. Shim ; P. Scheuermann ; R. Vingralek
Transactional Services for the Internet / D. Billard
7.

図書

図書
Trevor Bench-Capon, Giovanni Soda, A Min Tjoa (eds.)
出版情報: Berlin : Springer, c1999  xviii, 1105 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1677
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Invited Talk
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. ; García 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.
Object-Orientation V
If We Refuse the Inheritance ... / Al-Jadir L. ; Léonard M.
Viewpoints Handling in an Object Model with Criterium-Based Classes / Couloundre S. ; Libourel T.
Query Aspects V
The Constructive Method for Query Containment Checking / Farré C. ; Urpí T.
On the Specification of Representation-Based Conditions in a Context of Incomplete Databases / Bosc P. ; Pivert O.
Fundamentals for Applications V
Methods and Interpretation of Database Summarisation / Roddick J.F. ; Mohania M.K. ; Madria S.K.
An Efficient Scalable Parallel View Maintenance Algorithm for Shared Nothing Multi-processor Machines / Bamha M. ; Bentayeb F. ; Hains G.
Using Back Propagation Algorithm and Genetic Algorithm to Train and Refine Neural Networks for Object Detection / Zhang M. ; Ciesielski V.
Advanced Databases V
An Adaptive, Maintainable, Extensible Process Agent / Debenham J
Metadata, a "Semantic" Approach / Zarri G.P.
Heterogeneous, Distributed and Federated Database Systems I
Resolving Ontological Heterogeneity in the KRAFT Project / Uchôa E.M.A. ; Melo R.N. ; Visser P.R.S. ; Jones D.M. ; Diaz B.M. ; Shave M.J.R.
Generation of Conceptual Wrappers for Legacy Databases / Thiran P. ; Chougrani A. ; Hick J-M. ; Hainaut J.-L.
Transactions I
Design and Implementation of Linear Hash Algorithm in a Nested Transaction Environment / Tubaishat M.A. ; Bhargava B.
Supporting Partial Isolation in Flat Transactions / Karlsen R.
Applications I
Using a Similarity Measurement to Partition a Vocabulary of Medical Concepts / Gu H. ; Geller J. ; Liu L.-m. ; Halper M.
A Study on Musical Features for Melody Databases / Yip C.L. ; Kao B.
Using Multimedia in Aeronautical Technical Documentation / Duluc F.
Data-Warehousing and Data-Mining I
Data Warehouse Design and Maintenance through View Normalizaiton / Mohania M. ; Karlapalem K. ; Kambayashi Y.
Cleansing Data for Mining and Warehousing / Lee M.L. ; Lu H. ; Ling T. W. ; Ko Y.T.
DROLAP - A Dense-Region Based Approach to On-Line Analytical Processing / Cheung D.W. ; Zhou B. ; Hu K. ; Lee S.D.
Heterogeneous, Distributed and Federated Database Systems II
Availability and Reliability Issues in Distributed Databases Using Optimal Horizontal Fragmentation / Khalil N. ; Eid D. ; Khair M.
Object Clustering Methods and a Query Decomposition Strategy for Distributed Object-Based Information Systems / Leclercq E. ; Savonnet M. ; Terrasse M.-N. ; Yétongnon K.
Dynamic Adjustment of Localized Constraints / Pietrzyk M. ; Mazumdar S. ; Cline R.
Solent - A Platform for Distributed Open Hypermedia Applications / Reich S. ; Griffiths J. ; Millard D.E. ; Davis H.C.
Transactions II
Concurrency Control for Global Transaction Management in MDBSs / Lee K.-W. ; Park S. ; Oh G.-R.
Transactional Computation / Berztiss A.T.
Database Versions to Represent Bitemporal Databases / Gançarski S.
Applications II
A Case Study in Information Delivery to Mass Retail Markets / Kotlyar V. ; Viveros M.S. ; Duri S.S. ; Lawrence R.D. ; Almasi G.S.
Towards a Scalable System Architecture in Digital Libraries / Haddouti H. ; Wohner W. ; Bayer R.
MOSAIC: A Multi-feature Access Method for Large Image Databases / Goh S.-T. ; Tan K.-L.
Data-Warehousing and Data-Mining II
Enhancing Data Warehousing with Fuzzy Technology / Feng L. ; Dillon T.
Mining Several Databases with an Ensemble of Classifiers / Puuronen S. ; Terziyan V. ; Logvinovsky A.
WebTool: An Integrated Framework for Data Mining / Masseglia F. ; Poncelet P. ; Cicchetti R.
Heterogeneous, Distributed and Federated Database Systems III
Local and Federated Database Schemas Evolution. An Impact Propagation Model / Deruelle L. ; Bouneffa M. ; Goncalves G. ; Nicolas J.C.
Adaptive Caching Management for Multimedia Support / Andres F. ; Ono K.
An Approach Towards Virtual Global Information Systems / Wu X.
Transactions III
Transaction Shipping Approach for Mobile Distributed Real-Time Databases / Lam K.-y. ; Kuo T.-W. ; Tsang W.-H. ; Law G.C.K.
Distributed Global Transaction Support for Workflow Management Applications / Vonk J. ; Grefen P. ; Boertjes E. ; Apers P.
Spatial Aspects I
Update Propagation of Replicated Data in Distributed Spatial Databases / Choi J.O. ; Shin Y.S. ; Hong B.H.
Split Algorithms for Sets of High-Dimensional Objects / Teuhola J.
Spatio-Temporal Multimedia Presentations as Database Objects / Adiba M. ; Zechinelli Martini J.-L.
World Wide Web Applications I
WWW Bookmark Modeling and Visualization: A Fuzzy Based Approach / Petrou C. ; Charitas D. ; Martakos D.
PTA - A Personal Translation Assistant for Accessing the World Wide Web / Winiwarter W.
Temporal Aspects
Reasoning about Events with Imprecise Location and Multiple Granularities / Chittaro L. ; Combi C.
Effective Temporal Aggregation Using Point-Based Trees / Kim J.S. ; Kang S.T. ; Kim M.H.
Temporal Indexing with Multidimensional File Structures / Voigtmann A. ; Hinrichs K.H.
Communicating Time-Oriented, Skeletal Plans to Domain Experts Lucidly / Miksch S. ; Kosara R.
Spatial Aspects II
More BANG for Your Buck: A Performance Comparison of BANG and R* Spatial Indexing / Freeston M. ; Geffner S. ; Hörhammer M.
A High-Performance Spatial Storage System Based on Main-Memory Database Architecture / Park J.H. ; Kim K. ; Cha S.K. ; Song M.S. ; Lee S. ; Lee J.
World Wide Web Applications II
On the Feasibility of Website Refresh Queries / Liu H.
Building Cyber Broker in Digital Marketplaces Using Java and CORBA / Eng P.-K. ; Ooi B.C.
Experiments in Adaptable and Secure Multimedia Database Systems / Li S.
Author Index
Invited Talk
On Tractable Queries and Constraints / Gottlob G. ; Leone N. ; Scarcello F.
Object-Orientation I
8.

図書

図書
Johann Eder, Ivan Rozman, Tatjana Welzer (eds.)
出版情報: Berlin ; Tokyo : Springer, c1999  xiii, 381 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1691
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9.

図書

図書
Jan M. Żytkow, Jan Rauch (eds.)
出版情報: Berlin ; Tokyo : Springer, c1999  xiv, 593 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1704 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
- 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
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
10.

図書

図書
edited by Surajit Chaudhuri and David Madigan
出版情報: New York, N.Y. : Association for Computing Machinery, c1999  xv, 439 p. ; 28 cm
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