close
1.

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
所蔵情報: loading…
目次情報: 続きを見る
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
2.

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
所蔵情報: loading…
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
3.

図書

図書
David Cheung, Graham J. Williams, Qing Li (eds.)
出版情報: Berlin : Springer, c2001  xviii, 596 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2035 . Lecture notes in artificial intelligence
所蔵情報: loading…
目次情報: 続きを見る
Keynote Presentations
Incompleteness in Data Mining / Hosagrahar Visvesvaraya Jagadish
Mining E-Commerce Data: The Good, the Bad, and the Ugly / Ronny Kohavi
Seamless Integration of Data Mining with DBMS and Applications / Hongjun Lu
Web Mining
Applying Pattern Mining to Web Information Extraction / Chia-Hui Chang ; Shao-Chen Lui ; Yen-Chin Wu
Empirical Study of Recommender Systems Using Linear Classifiers / Vijay S. Iyengar ; Tong Zhang
iJade eMiner-A Web-Based Mining Agent Based on Intelligent Java Agent Development Environment (iJade) on Internet Shopping / Raymond S.T. Lee ; James N.K. Liu
A Characterized Rating Recommend System / Yao-Tsung Lin ; Shian-Shyong Tseng
Discovery of Frequent Tree Structured Patterns in Semistructured Web Documents / Tetsuhiro Miyahara ; Takayoshi Shoudai ; Tomoyuki Uchida ; Kenichi Takahashi ; Hiroaki Ueda
Text Mining
Text Categorization Using Weight Adjusted k -Nearest Neighbor Classification / Eui-Hong Han ; George Karypis ; Vipin Kumar
Predictive Self-Organizing Networks for Text Categorization / Ah-Hwee Tan
Meta-learning Models for Automatic Textual Document Categorization / Kwok-Yin Lai ; Wai Lam
Efficient Algorithms for Concept Space Construction / Chi Yuen Ng ; Joseph Lee ; Felix Cheung ; Ben Kao ; David Cheung
Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks / Kanagasabi Rajaraman
Automatic Hypertext Construction through a Text Mining Approach by Self-Organizing Maps / Hsin-Chang Yang ; Chung-Hong Lee
Applications and Tools
Semantic Expectation-Based Causation Knowledge Extraction: A Study on Hong Kong Stock Movement Analysis / Boon-Toh Low ; Ki Chan ; Lei-Lei Choi ; Man-Yee Chin ; Sin-Ling Lay
A Toolbox Approach to Flexible and Efficient Data Mining / Ole M. Nielsen ; Peter Christen ; Markus Hegland ; Tatiana Semenova ; Timothy Hancock
Determining Progression in Glaucoma Using Visual Fields / Andrew Turpin ; Eibe Frank ; Mark Hall ; Ian H. Witten ; Chris A. Johnson
Seabreeze Prediction Using Bayesian Networks / Russell J. Kennett ; Kevin B. Korb ; Ann E. Nicholson
Semi-supervised Learning in Medical Image Database / Chun Hung Li ; Pong Chi Yuen
On Application of Rough Data Mining Methods to Automatic Construction of Student Models / Feng-Hsu Wang ; Shiou-Wen Hung
Concept Hierarchies
Concept Approximation in Concept Lattice / Keyun Hu ; Yuefei Sui ; Yuchang Lu ; Ju Wang ; Chunyi Shi
Generating Concept Hierarchies/Networks: Mining Additional Semantics in Relational Data / T.Y. Lin
Representing Large Concept Hierarchies Using Lattice Data Structure / Yanee Kachai ; Kitsana Waiyamai
Feature Selection
Feature Selection for Temporal Health Records / Rohan A. Baxter ; Graham J. Williams ; Hongxing He
Boosting the Performance of Nearest Neighbour Methods with Feature Selection / Shlomo Geva
Feature Selection for Meta-learning / Alexandros Kalousis ; Melanie Hilario
Interestingness
Efficient Mining of Niches and Set Routines / Guozhu Dong ; Kaustubh Deshpande
Evaluation of Interestingness Measures for Ranking Discovered Knowledge / Robert J. Hilderman ; Howard J. Hamilton
Peculiarity Oriented Mining and Its Application for Knowledge Discovery in Amino-Acid Data / Ning Zhong ; Muneaki Ohshima ; Setsuo Ohsuga
Sequence Mining
Mining Sequence Patterns from Wind Tunnel Experimental Data for Flight Control / Zhenyu Liu ; Wesley W. Chu ; Adam Huang ; Chris Folk ; Chih-Ming Ho
Scalable Hierarchical Clustering Method for Sequences of Categorical Values / Tadeusz Morzy ; Marek Wojciechowski ; Maciej Zakrzewicz
FFS-An I/O-Efficient Algorithm for Mining Frequent Sequences / Minghua Zhang ; Chi-Lap Yip
Sequential Index Structure for Content-Based Retrieval
Spatial and Temporal Mining
Temporal Data Mining Using Hidden Markov-Local Polynomial Models / Haixun Wang ; Chang-Shin Perng ; Weiqiang Lin ; Mehmet A. Orgun
Patterns Discovery Based on Time-Series Decomposition / Jeffrey Xu Yu ; Michael K. Ng ; Joshua Zhexue Huang
Criteria on Proximity Graphs for Boundary Extraction and Spatial Clustering / Vladimir Estivill-Castro ; Ickjai Lee ; Alan T. Murray
Micro Similarity Queries in Time Series Database / Xiao-ming Jin
Association Mining
Mining Optimal Class Association Rule Set / Jiuyong Li ; Hong Shen ; Rodney Topor
Generating Frequent Patterns with the Frequent Pattern List / Fan-Chen Tseng ; Ching-Chi Hsu
User-Defined Association Mining / Ke Wang ; Yu He
Direct and Incremental Computing of Maximal Covering Rules / Marzena Kryszkiewicz
Towards Efficient Data Re-mining (DRM) / Jiming Liu ; Jian Yin
Data Allocation Algorithm for Parallel Association Rule Discovery / Anna M. Manning ; John A. Keane
Classification and Rule Induction
Direct Domain Knowledge Inclusion in the PA3 Rule Induction Algorithm / Pedro de Almeida
Hierarchical Classification of Documents with Error Control / Chun-hung Cheng ; Jian Tang ; Ada Wai-chee Fu ; Irwin King
An Efficient Data Compression Approach to the Classification Task / Claudia Diamantini ; Maurizio Panti
Combining the Strength of Pattern Frequency and Distance for Classification / Jinyan Li ; Kotagiri Ramamohanarao
A Scalable Algorithm for Rule Post-pruning of Large Decision Trees / Trong Dung Nguyen ; Tu Bao Ho ; Hiroshi Shimodaira
Optimizing the Induction of Alternating Decision Trees / Bernhard Pfahringer ; Geoffrey Holmes ; Richard Kirkby
Building Behaviour Knowledge Space to Make Classification Decision / Xiuzhen Zhang
Clustering
Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions / Manoranjan Dash ; Huan Liu
A Rough Set-Based Clustering Method with Modification of Equivalence Relations / Shoji Hirano ; Tomohiro Okuzaki ; Yutaka Hata ; Shusaku Tsumoto ; Kouhei Tsumoto
Importance of Individual Variables in the k-Means Algorithm / Juha Vesanto
A Hybrid Approach to Clustering in Very Large Databases / Aoying Zhou ; Weining Qian ; Hailei Qian ; Jin Wen ; Shuigeng Zhou ; Ye Fan
Advanced Topics and New Methods
A Similarity Indexing Method for the Data Warehousing-Bit-Wise Indexing Method / Wei-Chou Chen ; Lu-Ping Chang ; Mon-Fong Jiang
Rule Reduction over Numerical Attributes in Decision Trees Using Multilayer Perceptron / DaeEun Kim ; Jaeho Lee
Knowledge Acquisition from Both Human Expert and Data / Takuya Wada ; Hiroshi Motoda ; Takashi Washio
Neighborhood Dependencies for Prediction / Renaud Bassée ; Jef Wijsen
Learning Bayesian Networks with Hidden Variables Using the Combination of EM and Evolutionary Algorithms / Fengzhan Tian
Interactive Construction of Decision Trees / Jianchao Han ; Nick Cercone
An Improved Learning Algorithm for Augmented Naive Bayes / Huajie Zhang ; Charles X. Ling
Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data / Liviu Vladutu ; Stergios Papadimitriou ; Severina Mavroudi ; Anastasios Bezerianos
Author Index
Keynote Presentations
Incompleteness in Data Mining / Hosagrahar Visvesvaraya Jagadish
Mining E-Commerce Data: The Good, the Bad, and the Ugly / Ronny Kohavi
4.

図書

図書
Marcus Gallagher, James Hogan, Frederic Maire (eds.)
出版情報: Berlin : Springer, c2005  xvi, 599 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3578
所蔵情報: loading…
5.

図書

図書
Jean-François Boulicaut, Luc De Raedt, Heikki Mannila (eds.)
出版情報: Berlin : Springer, c2005  x, 399 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3848 . Lecture notes in artificial intelligence
所蔵情報: loading…
6.

図書

図書
Klaus P. Jantke ... [et al.] (eds.)
出版情報: Berlin : Springer, c2006  x, 214 p ; 24 cm
シリーズ名: Lecture notes in computer science ; 3847 . Lecture notes in artificial intelligence
所蔵情報: loading…
7.

図書

図書
Tu Bao Ho, David Cheung, Huan Liu [eds.]
出版情報: Berlin ; Tokyo : Springer, c2005  xxi, 864 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3518 . Lecture notes in artificial intelligence
所蔵情報: loading…
8.

図書

図書
Zheng Rong Yang, Richard Everson, Hujun Yin (eds.)
出版情報: Berlin ; Tokyo : Springer, c2004  xviii, 852 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3177
所蔵情報: loading…
9.

図書

図書
Jan M. Żytkow, Mohamed Quafafou (eds.)
出版情報: Berlin : Springer, c1998  xi, 482 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1510 . Lecture notes in artificial intelligence
所蔵情報: loading…
10.

図書

図書
edited by Jiawei Han and Hiroyuki Kawano ; sponsored by IEEE Computer Society Technical Committee on Data Engineering (TCDE)
出版情報: Los Alamitos, Calif. : IEEE Computer Society, c2005  vii, 89 p. ; 28 cm
所蔵情報: loading…
文献の複写および貸借の依頼を行う
 文献複写・貸借依頼