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
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
図書
