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1.

図書

図書
Yannis Manolopoulos, Pavol Návrat (eds.)
出版情報: Berlin ; Tokyo : Springer, c2002  xiii, 414 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2435
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2.

図書

図書
Asunción Gómez-Pérez, V. Richard Benjamins (eds.)
出版情報: Berlin ; Tokyo : Springer, c2002  xi, 402 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2473 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
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
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
3.

図書

図書
Barry Eaglestone, Siobhán North, Alexandra Poulovassilis (eds.)
出版情報: Berlin : Springer, c2002  xii, 198 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2405
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Invited Paper
Have It Your Way: Personalization of Network-Hosted Services / Richard Hull ; Bharat Kumar ; Arnaud Sahuguet ; Ming Xiong
Query Processing
Adaptive Query Processing: A Survey / Anastasios Gounaris ; Norman W. Paton ; Alvaro A.A. Fernandes ; Rizos Sakellariou
Improving Query Evaluation with Approximate Functional Dependency Based Decompositions / Chris M. Giannella ; Mehmet M. Dalkilic ; Dennis P. Groth ; Edward L. Robertson
Refereed Poster Papers
The AutoMed Schema Integration Repository / Michael Boyd ; Peter McBrien ; Nerissa Tong
Global Query Processing in the AutoMed Heterogeneous Database Environment / Edgar Jasper
Tracing Data Lineage Using Automed Schema Transformation Pathways / Hao Fan
A System for Managing Alternate Models in Model-Based Mediation / Amarnath Gupta ; Bertram Ludäscher ; Maryann E. Martone ; Xufei Qian ; Edward Ross ; Joshua Tran ; Ilya Zaslavsky
CREAM: A Mediator Based Environment for Modeling and Accessing Distributed Information on the Web / Sudha Ram ; Jinsoo Park ; Yousub Hwang
An Integrated Approach to Handling Collaborative Diagram Databases on the WWW / Xiao Mang Shou ; Siobhan North
Handling Conceptual Multidimensional Models Using XML through DTDs / Enrique Medina ; Sergio Lujan-Mora ; Juan Trujillo
Implementing Data Mining in a DBMS / Konstantina Lepinioti ; Stephen McKearney
Fully Dynamic Clustering of Metric Data Sets / Stefano Lodi
Data Warehousing and Mining
Real World Association Rule Mining / Adriano Veloso ; Bruno Rocha ; Márcio de Carvalho ; Wagner Meira Jr.
Implementation and Comparative Evaluation of Maintenance Policies in a Data Warehouse Environment / Henrik Engstrom ; Sharma Chakravarthy ; Brian Lings
Quality and Integrity
Establishing a Taxonomy of Quality for Use in Information Filtering / Mikhaila Burgess ; W. Alex Gray ; Nick Fiddian
Improving the Refined Triggering Graph Method for Active Rules Termination Analysis / Alain Couchot
An Algorithm for Determining Related Constraints / Gaihua Fu ; Jianhua Shao ; Suzanne M. Embury
Web and Distributed Databases
Retrieval Performance Experiment with the Webspace Method / Roelof van Zwol ; Peter M.G. Apers
Semantic Integration and Querying of Heterogeneous Data Sources Using a Hypergraph Data Model / Dimitri Theodoratos
A Document Database Query Language / Nieves R. Brisaboa ; Miguel R. Penabad ; Angeles S. Places ; Francisco J. Rodriguez
Author Index
Invited Paper
Have It Your Way: Personalization of Network-Hosted Services / Richard Hull ; Bharat Kumar ; Arnaud Sahuguet ; Ming Xiong
Query Processing
4.

図書

図書
Xiaofeng Meng, Jianwen Su, Yujun Wang (eds.)
出版情報: Berlin : Springer, c2002  xv, 446 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2419
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5.

図書

図書
Hujun Yin ... [et al.] (eds.)
出版情報: Berlin : Springer, c2002  xv, 597 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2412
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Data Mining
Mining Frequent Sequential Patterns under a Similarity Constraint / Matthieu Capelle ; Cyrille Masson ; Jean-François Boulicaut
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains / Max Bramer
Data Mining for Fuzzy Decision Tree Structure with a Genetic Program / James F. Smith III
Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management
Discovering Temporal Rules from Temporally Ordered Data / Kamran Karimi ; Howard J. Hamilton
Automated Personalisation of Internet Users Using Self-Organising Maps / Yrjö Hiltunen ; Mika Lappalainen
Data Abstractions for Numerical Attributes in Data Mining / Masaaki Narita ; Makoto Haraguchi ; Yoshiaki Okubo
Calculating Aggregates with Range-Encoded Bit-Sliced Index / Kashif Bhutta
T3: A Classification Algorithm for Data Mining / Christos Tjortjis ; John Keane
A Hierarchical Model to Support Kansei Mining Process / Tomofumi Hayashi ; Akio Sato ; Nadia Berthouze
Evolving SQL Queries for Data Mining / Majid Salim ; Xin Yao
Indexing and Mining of the Local Patterns in Sequence Database / Xiaoming Jin ; Likun Wang ; Yuchang Lu ; Chunyi Shi
Knowledge Engineering
A Knowledge Discovery by Fuzzy Rule Based Hopfield Network / Thanakorn Sornkaew ; Yasuo Yamashita
Fusing Partially Inconsistent Expert and Learnt Knowledge in Uncertain Hierarchies / Jonathan Rossiter
Organisational Information Management and Knowledge Discovery in Email within Mailing Lists / Emanuela Moreale ; Stuart Watt
Design of Multi-drilling Gear Machines by Knowledge Processing and Machine Simulation / G. Klene ; A. Grauel ; H.J. Convey ; A.J. Hartley
Text and Document Processing
Classification of Email Queries by Topic: Approach Based on Hierarchically Structured Subject Domain / Anna V. Zhdanova ; Denis V. Shishkin
A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents / Jaeyoung Yang ; Heekuck Oh ; Kyung-Goo Doh ; Joongmin Choi
Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks / Yuhua Li ; Zuhair Bandar ; David Mclean
Extraction of Hidden Semantics from Web Pages / Vincenza Carchiolo ; Alessandro Longheu ; Michele Malgeri
Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information / Richard Freeman ; Hujun Yin
Schema Discovery of the Semi-structured and Hierarchical Data / Jianwen He
RSTIndex: Indexing and Retrieving Web Document Using Computational and Linguistic Techniques / Farhi Marir ; Kamel Houam
A Case-Based Recognition of Semantic Structures in HTML Documents (An Automated Transformation from HTML to XML) / Masayuki Umehara ; Koji Iwanuma ; Hidetomo Nabeshima
Expeditious XML Processing / Kelvin Yeow ; R. Nigel Horspool ; Michael R. Levy
Document Clustering Using thel + 1 Dimensional Self-Organising Map / Ben Russell ; Nigel M. Allinson
Natural Language Processing for Expertise Modelling in E-mail Communication / Sanghee Kim ; Wendy Hall ; Andy Keane
Internet Applications
A Branch and Bound Algorithm for Minimum Cost Network Flow Problem / Jun Han ; Graham McMahon ; Stephen Sugden
Study of the Regularity of the Users' Internet Accesses / Nicolas Durand ; Luigi Lancieri
An Intelligent Mobile Commerce System with Dynamic Contents Builder and Mobile Products Browser / Sera Jang ; Eunseok Lee
Focused Crawling Using Fictitious Play / Ville Könönen
A User Adaptive Mobile Commerce System with a Middlet Application
Weight-Vector Based Approach for Product Recommendation in E-commerce / Bhanu Prasad
The Development of an XML-Based Data Warehouse System / Shi-Ming Huang ; Chun-Hao Su
Identifying Data Sources for Data Warehouses / Christian Koncilia ; Heinz Pozewaunig
Agent Technologies
Coordinating Learning Agents via Utility Assignment / Steven Lynden ; Omer F. Rana
AGILE: An Agent-Assisted Infrastructure to Support Learning Environments / Nicoletta Dessì
Multi-agent Fuzzy Logic Resource Manager
Transactional Multiple Agents / Xinfeng Ye ; Guoqing Zhang
An Information Model for a Merchant Trust Agent in Electronic Commerce / Mohd Khairudin Kasiran ; Farid Meziane
MASIVE: A Case Study in Multiagent Systems / Goran Trajkovski
Learning Multi-agent Strategies in Multi-stage Collaborative Games / W. Andy Wright
Emergent Specialization in Swarm Systems / Ling Li ; Alcherio Martinoli ; Yaser S. Abu-Mostafa
Distributed Mobile Communication Base Station Diagnosis and Monitoring Using Multi-agents / J.Q. Feng ; D.P. Buse ; Q.H. Wu ; J. Fitch
ABBA - Agent Based Beaver Application - Busy Beaver in Swarm / Alessandro Perrone ; Gianluigi Ferraris
Centralised and Distributed Organisational Control / J.M.E. Gabbai
Special Session on Autonomous Mining
Mining Dependence Structures from Statistical Learning Perspective / Lei Xu
k*-Means - A Generalized k-Means Clustering Algorithm with Unknown Cluster Number / Yiu-ming Cheung
Multiagent SAT (MASSAT): Autonomous Pattern Search in Constrained Domains / Xiaolong Jin ; Jiming Liu
A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management / Ning Zhong ; Takahisa Matsunaga ; Chunnian Liu
Framework of a Multi-agent KDD System / Yasuaki Matsui ; Tomohiro Okuno
Financial Engineering
Intraday FX Trading: An Evolutionary Reinforcement Learning Approach / M.A.H. Dempster ; Y.S. Romahi
An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures / Jinwoo Baek ; Sungzoon Cho
Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning / Kai Chun Chiu
A Comparative Study on Three MAP Factor Estimate Approaches for NFA / Zhiyong Liu
A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection / Min-Jung Kim ; Taek-Soo Kim
A Comparison of Two Techniques for Next-Day Electricity Price Forecasting / Alicia Troncoso Lora ; Jesús Riquelme Santos ; José Riquelme Santos ; Antonio Gómez Expósito ; José Luís Martínez Ramos
Support Vector Machine Regression for Volatile Stock Market Prediction / Haiqin Yang ; Laiwan Chan ; Irwin King
Complexity Pursuit for Financial Prediction / Ying Han ; Colin Fyfe
Artificial Intelligence in Portfolio Management / Man-Chung Chan ; Chi-Cheong Wong ; W.F. Tse ; Bernard K.-S. Cheung ; Gordon Y.-N. Tang
The Multilevel Classification Problem and a Monotonicity Hint / Malik Magdon-Ismail ; Hung-Ching (Justin) Chen
Adaptive Filtering for GARCH Models / Paul E. Lynch
Bio-Informatics
Application of Self-Organising Maps in Automated Chemical Shift Correction of In Vivo 1H MR Spectra / Juhani Pulkkinen ; Anna-Maija Häkkinen ; Nina Lundbom ; Risto A. Kauppinen
Supervised Learning of Term Similarities / Irena Spasić ; Goran Nenadić ; Kostas Manios ; Sophia Ananiadou
BIKMAS: A Knowledge Engineering System for Bioinformatics / Victoria López-Alonso ; Lucia Moreno ; Guillermo López-Campos ; Victor Maojo ; Fernando Martín-Sanchez
Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis / C. Ladroue ; A.R. Tate ; F.A. Howe ; J.R. Griffiths
Fuzzy Rule-Based Framework for Medical Record Validation / K. Supekar ; A. Marwadi ; Y. Lee ; D. Medhi
Learning Systems
Classification Learning by Decomposition of Numerical Datasets / Grace J. Hwang ; Chun-Chan Tung
Combining Feature Selection with Feature Weighting for k-NN Classifier / Yongguang Bao ; Xiaoyong Du ; Naohiro Ishii
Pattern Selection for Support Vector Classifiers / Hyunjung Shin
Graphical Features Selection Method / Yuan-chin Ivan Chang ; Haoran Hsu ; Lin-Yi Chou
Fuzzy-Neural Inference in Decision Trees / Keeley Crockett ; James O'Shea
Decision Tree Based Clustering / Dongsuk Yook
Usage of New Information Estimations for Induction of Fuzzy Decision Trees / Vitaly G. Levashenko ; Elena N. Zaitseva
Genetic Algorithm Based-On the Quantum Probability Representation / Bin LI ; Zhen-quan Zhuang
A Dynamic Method for Discretization of Continuous Attributes / Fumin Li
A New Neural Implementation of Exploratory Projection Pursuit / Emilio Corchado
A General Framework for a Principled Hierarchical Visualization of Multivariate Data / Ata Kabán ; Peter Tiňo ; Mark Girolami
Chinese Character Recognition - Comparison of Classification Methodologies / Sameer Singh ; Adnan Amin ; K.C. Sum
Lempel-Ziv Coding in Reinforcement Learning / Kazunori Iwata
Pattern Recognition
Efficient Face Extraction Using Skin-Color Model and a Neural Network / Jong-Bae Kim ; Chae-Hyun Moon ; Hang-Joon Kim
Feature Weights Determining of Pattern Classification by Using a Rough Genetic Algorithm with Fuzzy Similarity Measure / Shan Ding
Recursive Form of the Discrete Fourier Transform for Two-Dimensional Signals / Zümray Dokur ; Tamer Ölmez
Viseme Recognition Experiment Using Context Dependent Hidden Markov Models / Soonkyu Lee
Stave Extraction for Printed Music Scores / Hidetoshi Miyao
Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features / Huidong Jin ; Kwong-Sak Leung ; Man-Leung Wong
A New Approach to Hierarchically Retrieve MPEG Video / Yang Liu ; Huanqiang Zhang ; Zhimei Wu
Alpha-Beta Search Revisited / Paul Parkins ; John A. Keane
Quantifying Relevance of Input Features / Wenjia Wang
Author Index
Data Mining
Mining Frequent Sequential Patterns under a Similarity Constraint / Matthieu Capelle ; Cyrille Masson ; Jean-François Boulicaut
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains / Max Bramer
6.

図書

図書
Abdelkader Hameurlain, Rosine Cicchetti, Roland Traunmüller (eds.)
出版情報: Berlin : Springer, c2002  xviii, 951 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2453
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Invited Talk
Issues in Monitoring Web Data / S. Abiteboul ; INRIA ; Xyleme SA
Web I
Controlled Caching of Dynamic WWW Pages / C Vassilakis ; G. Lepouras
Deriving and Verifying Statistical Distribution of a Hyperlink-Based Web Page Quality Metric / D Dhyani ; S.S. Bhowmick ; W.K. Ng
MWM: Retrieval and Automatic Presentation of Manual Data for Mobile Terminals / M. Shikata ; A. Nadamoto ; K. Sumiya ; K. Tanaka
Ensuring Recovery for SACReD Web Transactions in the E-commerce Applications / M. Younas ; B. Eaglestone
Workflow
Workflow Simulation across Multiple Workflow Domains / X. Zhao
Transactional Workflows or Workflow Transactions? / P. Grefen
Collaboration Flow Management: A New Paradigm for Virtual Team Support / J. Lonchamp
Domain Knowledge-Based Automatic Workflow Generation / S.A. Chun ; V. Atluri ; N.R. Adam
Web II
A Comparison of Alternative Encoding Mechanisms for Web Services / M. Cai ; S. Ghandeharizadeh ; R. Schmidt ; S. Song
Capturing Semantics in HTML Documents / M. Liu
Data Warehouses and Datamining I
Assessment of Spatial Data Mining Tools for Integration into an Object-Oriented GIS (GIDB) / R. Ladner ; F.E. Petry
A Model and a Toolkit for Supporting Incremental Data Warehouse Construction / P. Naggar ; L. Pontieri ; M. Pupo ; G. Terracina ; E. Virardi
Efficient Automated Mining of Fuzzy Association Rules / M. Kaya ; R. Alhajj ; F. Polat ; A. Arslan
Applications I
A Two-Phase Stock Trading System Using Distributional Differences / S.-D. Kim ; J.W. Lee ; L. Lee ; J. Chae
A Multi-agent Q-learning Framework for Optimizing Stock Trading Systems / J.W. Lee, J.O
Using Adaptive Programming in Legal Advisory Systems / P. Kroha ; S. Bürgel
Web Information Retrieval Based on the Localness Degree / C. Matsumoto ; Q. Ma
Data Warehouses and Datamining II
Run-Time Load Balancing System on SAN-connected PC Cluster for Dynamic Injection of CPU and Disk Resource - A Case Study of Data Mining Application - / K. Goda ; T. Tamura ; M. Oguchi ; M. Kitsuregawa
Variable Sized Partitions for Range Query Algorithms / T.W. Ling ; W.C. Low ; Z.W. Luo ; S.Y. Lee ; H.G. Li
A Comparison of Data Warehouse Development Methodologies Case Study of the Process Warehouse / B. List ; R.M. Bruckner ; K. Machaczek ; J. Schiefer
Self-maintainable Data Warehouse Views Using Differential Files / L. Wookey ; Y. Hwang ; S.-H. Kang ; S. Kim ; C. Kim ; Y. Lee
Applications II
Using ECA Rules in Database Systems to Support Clinical Protocols / K. Dube ; B.Wu ; J.B. Grimson
Establishment of Virtual Enterprise Contracts / G. Quirchmayr ; Z. Milosevic ; R. Tagg ; J. Cole ; S. Kulkarni
Multiple Regression Analysis in Crime Pattern Warehouse for Decision Support / D. Dzemydiene ; V. Rudzkiene
A Practical Walkthrough of the Ontology Derivation Rules / C. Wouters ; T. Dillon ; W. Rahayu ; E. Chang
XML
What's Hard about XML Schema Constraints? / M. Arenas ; W. Fan ; L. Libkin
Application of rUID in Processing XML Queries on Structure and Keyword / D.D. Kha ; M. Yoshikawa ; S. Uemura
Translating Access Authorizations for Transformed XML Documents / S. Chatvichienchai ; M. Iwaihara ; Y. Kambayashi
XRL: A XML-Based Query Language for Advanced Services in Digital Libraries / J.M. Pérez ; M.J. Aramburu ; R. Berlanga
Applications III
Norma-System: A Legal Document System for Managing Consolidated Acts / M. Palmirani ; R. Brighi
Electricity Market Price Forecasting: Neural Networks versus Weighted-Distance k Nearest Neighbours / A. Troncoso Lora ; José Riquelme Santos ; Jesús Riquelme Santos ; J.L. Martínez Ramos ; A. Gómez Expósito
Temporal Pattern Mining of Moving Objects for Location-Based Service / J.D. Chung ; O.H. Paek ; K.H. Ryu
Distributed Systems I
MEDWRAP: Consistent View Maintenance over Distributed Multi-relation Sources / A.S. Varde ; E.A. Rundensteiner
Estimating Costs of Path Expression Evaluation in Distributed Object Databases / G. Ruberg ; F. Baião ; M. Mattoso
Profile Driven Data Management for Pervasive Environments / F. Perich ; S. Avancha ; D. Chakraborty ; A. Joshi ; Y. Yesha
Applications IV
INVISIP: Usage of Information Visualization Techniques to Access Geospatial Data Archives / S. Gobel ; J. Haist ; H. Reiterer ; F. Müller
Eureka!: A Tool for Interactive Knowledge Discovery / G. Manco ; C. Pizzuti ; D. Talia
Electronic Tickets on Contactless Smartcard Database / K. Kuramitsu ; K. Sakamura
Distributed Systems II
Mobile Agents for Distributed Transactions of a Distributed Heterogeneous Database System / D.Y. Ye ; M.C. Lee ; T.I. Wang
An Adaptive Direction-Based Location Update Scheme for Next Generation PCS Networks / D.-X Ou ; K.-Y. Lam ; D.-C. Dong
ADEES: An Adaptable and Extensible Event Based Infrastructure / G Vargas-Solar ; C. Collet
Knowledge Engineering I
Using J-Pruning to Reduce Overfitting of Classification Rules in Noisy Domains / M. Bramer
A Framework for Reasoning on Objects with Geometric Constraints / H Hajji ; E. Terzi
Deriving Abstract Views of Multi-granularity Temporal Constraint Networks / C. Bettini ; S. Ruffini
Representing Constraint Business Rules Extracted from Legacy Systems / G. Fu ; J. Shao ; S.M. Embury ; W.A. Gray
Knowledge Engineering II
Agents for Industry Process Management / J. Debenham
A New Efficient Data Cleansing Method / L. Zhao ; S.S. Yuan ; S. Peng ; L.T. Wang
Promoting Recommendations: An Attack on Collaborative Filtering / M.P. O'Mahony ; N.J. Hurley ; G.C.M. Silvestre
Advanced Databases I
Bringing Together Description Logics and Database in an Object Oriented Model / M. Roger ; A. Simonet ; M. Simonet
Objects and Roles in the Stack-Based Approach / A. Jodlowski ; P. Habela ; J. Plodzierń ; K. Suhieta
Dynamic Schema Evolution Management Using Version in Temporal Object-Oriented Databases / R. de Matos Galante ; A. Bueno da Silva Roma ; A. Jantsch ; N. Edelweiss ; C. Saraiva dos Santos
Efficient Data Mining Based on Formal Concept Analysis / G. Stumme
Advanced Databases II
Two Approaches to Event Definition / A. Galton ; J.C. Augusto
CoSMo: An Approach Towards Conceptual Security Modeling / C. Artelsmair ; W. Essmayr ; P. Lang ; R. Wagner ; E. Weippl
Exploring the Concept of Group Interaction through Action in a Mobile Context / R. Harr
Inter-system Triggering for Heterogeneous Database Systems / W. Guan ; R.K. Wong
Query I
Constructing Inter-relational Rules for Semantic Query Optimisation / B.G.T. Lowden ; J. Robinson
About Selections and Joins in Possibilistic Queries Addressed to Possibilistic Databases / P. Bosc ; L. Duval ; O. Pivert
LeedsCQ: A Scalable Continual Queries System / S. Khan ; P.L. Mott
TVQL - Temporal Versioned Query Language / M. Moura Moro ; A. Pereira Zaupa
Advanced Databases III
Approach and Model for Business Components Specification / P. Ramadour ; C. Cauvet
Query II
The TrailTRECer Framework - A Platform for Trail-Enabled Recommender Applications / E. Gams ; T. Berka ; S. Reich
Adaptive Method for Range Top-k Queries in OLAP Data Cubes / Z.X. Loh ; C.H. Ang
dbRouter - A Scaleable and Distributed Query Optimization and Processing Framework / W.H. Tok ; S. Bressan
Optimal Parallel I/O for Range Queries through Replication / K. Frikken ; M. Atallah ; S. Prabhakar ; R. Safavi-Naini
Advanced Databases IV
A Database for Repetitive, Unpredictable Moving Objects / P. Werstein ; J.R. McDonald
Hierarchical Storage Support and Management for Large-Scale Multidimensional Array Database Management Systems / B Reiner ; K. Hahn ; G. Höfling ; P. Baumann
Multiple Visual Representation of Temporal Data / C Daassi ; M.-C. Fauvet ; L. Nigay
Query III
Query Optimization via Empty Joins / J. Gryz ; D. Liang
Efficient Processing of XPath Queries Using Indexes / Y. Chen S. Madria ; K. Passi ; S. Bhowmick
Efficient Evaluation of Continuous Range Queries on Moving Objects / D Kalashnikov ; S. Hambrusch ; W. Aref
Partition-Based Similarity Join in High Dimensional Data Spaces / H. Shin ; B. Moon ; S. Lee
Heterogeneous Data Source Integration and Evolution / M. Bouzeghoub ; B. Farias Lóscio ; Z. Kedad ; A. Soukane
Information Retrieval I
Information Retrieval System for XML Documents / K. Hatano ; H. Kinutani
A System for Retrieval and Digest Creation of Video Data Based on Geographic Objects / T. Ueda ; T. Amagasa
Similarity Image Retrieval System Using Hierarchical Classification / M. Tada ; T. Kato ; I. Shinohara
Information Extraction - Tree Alignment Approach to Pattern Discovery in Web Documents / A. Hemnani
Query IV
Processing of Continuous Queries over Unlimited Data Streams / E Vossough ; J.R. Getta
ISA - An Incremental Hyper-sphere Approach for Efficiently Solving Complex Vague Queries / T.K. Dang ; J. Küng
Parallel Query Support for Multidimensional Data: Inter-object Parallelism / B. Reiner
Information Retrieval II
Pruning Training Corpus to Speedup Text Classification / J. Guan ; S. Zhou
Towards Retrieval of Visual Information Based on the Semantic Models / Y. Park ; P. Kim ; W. Kim ; J.-J. Song ; S. Panchanathan
3D Object Retrieval by Shape Similarity / F. Golshani
Indexing I
Binary-Tree Histograms with Tree Indices / F Buccafurri ; F. Furfaro ; G. Lax ; D. Saccà
Indexing Genomic Databases for Fast Homology Searching / T.-H. Ong ; K.-L. Tan ; H. Wang
Bitmap Indices for Speeding Up High-Dimensional Data Analysis / K. Stockinger
Information Retrieval III
A Method of Improving Feature Vector for Web Pages Reflecting the Contents of Their Out-Linked Pages / K. Sugiyama
On Combining Link and Contents Information for Web Page Clustering / Y. Wang
Indexing II
MKL-Tree: A Hierarchical Data Structure for Indexing Multidimensional Data / R. Cappelli ; A. Lumini ; D. Maio
Boolean Bounding Predicates for Spatial Access Methods / M. Thomas ; J.M. Hellerstein
Clustered Indexing Technique for Multidimensional Index Structures / G.-H. Cha ; Y.-I. Yoon
Database and Expert Systems 2002 "Quo vadis"? / A. M. Tjoa ; R.R. Wagner
Author Index
Invited Talk
Issues in Monitoring Web Data / S. Abiteboul ; INRIA ; Xyleme SA
Web I
7.

図書

図書
Christian S. Jensen ... [et al.] (eds.)
出版情報: Berlin : Springer, c2002  xvi, 776 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2287
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8.

図書

図書
Ming-Syan Chen, Philip S. Yu, Bing Liu (eds.)
出版情報: Berlin : Springer, c2002  xiii, 568 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2336 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
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
Survey Papers (Invited)
A Case for Analytical Customer Relationship Management / Jaideep Srivastava ; Jau-Hwang Wang ; Ee-Peng Lim ; San-Yih Hwang
On Data Clustering Analysis: Scalability, Constraints, and Validation / Osmar R. Zaïane ; Andrew Foss ; Chi-Hoon Lee ; Weinan Wang
Association Rules (I)
Discovering Numeric Association Rules via Evolutionary Algorithm / Jacinto Mata ; José-Luis Alvarez ; José-Cristónal Riquelme
Efficient Rule Retrieval and Postponed Restrict Operations for Association Rule Mining / Jochen Hipp ; Christoph Mangold ; Ulrich Güntzer ; Gholamreza Nakhaeizadeh
Association Rule Mining on Remotely Sensed Images Using P-trees / Qin Ding ; Qiang Ding ; William Perrizo
On the Efficiency of Association-Rule Mining Algorithms / Vikram Pudi ; Jayant R. Haritsa
Classification (I)
A Function-Based Classifier Learning Scheme Using Genetic Programming / Jung-Yi Lin ; Been-Chian Chien ; Tzung-Pei Hong
SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning / Zhipeng Xie ; Wynne Hsu ; Zongtian Liu ; Mong Li Lee
A Method to Boost Naïve Bayesian Classifiers / Lili Diao ; Keyun Hu ; Yuchang Lu ; Chunyi Shi
Toward Bayesian Classifiers with Accurate Probabilities / Charles X. Ling ; Huajie Zhang
Interestingness
Pruning Redundant Association Rules Using Maximum Entropy Principle / Szymon Jaroszewicz ; Dan A. Simovici
A Confidence-Lift Support Specification for Interesting Associations Mining / Wen-Yang Lin ; Ming-Cheng Tseng ; Ja-Hwung Su
Concise Representation of Frequent Patterns Based on Generalized Disjunction-Free Generators / Marzena Kryszkiewicz ; Marcin Gajek
Mining Interesting Association Rules: A Data Mining Language / Show-Jane Yen ; Yue-Shi Lee
The Lorenz Dominance Order as a Measure of Interestingness in KDD / Robert J. Hilderman
Sequence Mining
Efficient Algorithms for Incremental Update of Frequent Sequences / Minghua Zhang ; Ben Kao ; David Cheung ; Chi-Lap Yip
DELISP: Efficient Discovery of Generalized Sequential Patterns by Delimited Pattern-Growth Technology / Ming-Yen Lin ; Suh-Yin Lee ; Sheng-Shun Wang
Self-Similarity for Data Mining and Predictive Modeling - A Case Study for Network Data / Jafar Adibi ; Wei-Min Shen ; Eaman Noorbakhsh
A New Mechanism of Mining Network Behavior / Shun-Chieh Lin ; Shian-Shyong Tseng ; Yao-Tsung Lin
Clustering
M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining / Michael Ng ; Joshua Huang
An Incremental Hierarchical Data Clustering Algorithm Based on Gravity Theory / Chien-Yu Chen ; Shien-Ching Hwang ; Yen-Jen Oyang
Adding Personality to Information Clustering / Ah-Hwee Tan ; Hong Pan
Clustering Large Categorical Data / François-Xavier Jollois ; Mohamed Nadif
Web Mining
WebFrame: In Pursuit of Computationally and Cognitively Efficient Web Mining / Tong Zheng ; Yonghe Niu ; Randy Goebel
Naviz: Website Navigational Behavior Visualizer / Bowo Prasetyo ; Iko Pramudiono ; Katsumi Takahashi ; Masaru Kitsuregawa
Optimal Algorithms for Finding User Access Sessions from Very Large Web Logs / Zhixiang Chen ; Ada Wai-Chee Fu ; Frank Chi-Hung Tong
Automatic Information Extraction for Multiple Singular Web Pages / Chia-Hui Chang ; Shih-Chien Kuo ; Kuo-Yu Hwang ; Tsung-Hsin Ho ; Chih-Lung Lin
Association Rules (II)
An Improved Approach for the Discovery of Causal Models via MML / Honghua Dai ; Gang Li
SETM*-MaxK: An Efficient SET-Based Approach to Find the Largest Itemset / Ye-In Chang ; Yu-Ming Hsieh
Discovery of Ordinal Association Rules / Sylvie Guillaume
Value Added Association Rules / T.Y. Lin ; Y.Y. Yao ; E. Louie
Top Down FP-Growth for Association Rule Mining / Ke Wang ; Liu Tang ; Jiawei Han ; Junqiang Liu
Semi-structure & Concept Mining
Discovery of Frequent Tag Tree Patterns in Semistructured Web Documents / Tetsuhiro Miyahara ; Yusuke Suzuki ; Takayoshi Shoudai ; Tomoyuki Uchida ; Kenichi Takahashi ; Hiroaki Ueda
Extracting Characteristic Structures among Words in Semistructured Documents / Kazuyoshi Furukawa ; Kazuya Yamada ; Yasuaki Nakamura
An Efficient Algorithm for Incremental Update of Concept Space / Felix Cheung ; Chi-Yuen Ng
Data Warehouse and Data Cube
Efficient Constraint-Based Exploratory Mining on Large Data Cubes / Cuiping Li ; Shengen Li ; Shan Wang ; Xiaoyong Du
Efficient Utilization of Materialized Views in a Data Warehouse / Don-Lin Yang ; Man-Lin Huang ; Ming-Chuan Hung
Bio-Data Mining
Mining Interesting Rules in Meningitis Data by Cooperatively Using GDT-RS and RSBR / Ning Zhong ; Juzhen Dong
Evaluation of Techniques for Classifying Biological Sequences / Mukund Deshpande ; George Karypis
Efficiently Mining Gene Expression Data via Integrated Clustering and Validation Techniques / Vincent S.M. Tseng ; Ching-Pin Kao
Classification (II)
Adaptive Generalized Estimation Equation with Bayes Classifier for the Job Assignment Problem / Yulan Liang ; King-Ip Lin ; Arpad Kelemen
GEC: An Evolutionary Approach for Evolving Classifiers / William W. Hsu ; Ching-Chi Hsu
An Efficient Single-Scan Algorithm for Mining Essential Jumping Emerging Patterns for Classification / Hongjian Fan ; Ramamohanarao Kotagiri
A Method to Boost Support Vector Machines
Temporal Mining
Distribution Discovery: Local Analysis of Temporal Rules / Xiaoming Jin
News Sensitive Stock Trend Prediction / Gabriel Pui Cheong Fung ; Jeffrey Xu Yu ; Wai Lam
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
9.

図書

図書
Herman Balsters, Bert de Brock, Stefan Conrad (eds.)
出版情報: Berlin ; Tokyo : Springer, c2001  x, 244 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2065
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Invited Talk
Schema Evolution in SQL-99 and Commercial (Object-)Relational DBMS / Can Türker
Regular Papers
Consistency Management in Runtime Evolving Concurrent Information Systems: A Co-nets-Based Approach / Nasreddine Aoumeur ; Gunter Saake
Adaptive Specifications of Technical Information Systems / Sören Balko
Evolving the Software of a Schema Evolution System / Kajal T. Claypool ; Elke A. Rundensteiner ; George T. Heineman
Schema Evolution and Versioning: A Logical and Computational Characterisation / Enrico Franconi ; Fabio Grandi ; Federica Mandreoli
Temporal Branching as a Conflict Management Technique / Roy Gelbard ; Asher Gilmour
Evolving Relations / Ole G. Jensen ; Michael H. Bohlen
QFD Matrix for Incremental Construction of a Warehouse via Data Marts / Ron McFadyen ; Fung-Yee Chan
Change Propagation in an Axiomatic Model of Schema Evolution for Objectbase Management Systems / Randal J. Peters ; Ken Barker
Evolving Objects: Conceptual Description of Adaptive Information Systems / Stefan Conrad
Extending the Object Query Language for Transparent Metadata Access / Hong Su
A Metamodeling Approach to Evolution / Marie-Noëlle Terrasse
Defining Metrics for Conceptual Schema Evolution / Lex Wedemeijer
Author Index
Invited Talk
Schema Evolution in SQL-99 and Commercial (Object-)Relational DBMS / Can Türker
Regular Papers
10.

図書

図書
Brian Read (ed.)
出版情報: Berlin : Springer, c2001  x, 218 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2097
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