Action Rules / Zbigniew W. Ras, Angelina Tzacheva, and Li-Shiang Tsay

Active Disks for Data Mining / Alexander Thomasian

Active Learning with Multiple Views / Ion Muslea

Administering and Managing a Data Warehouse / James E. Yao, Chang Liu, Qiyang Chen, and June Lu

Agent-Based Mining of User Profiles for E-Services / Pasquale De Meo, Giovanni Quattrone,Giorgio Terracina, and Domenico Ursino

Aggregate Query Rewriting in Multidimensional Databases / Leonardo Tininini

Aggregation for Predictive Modeling with Relational Data / Claudia Perlich and Foster Provost

API Standardization Efforts for Data Mining / Jaroslav Zendulka

Application of Data Mining to Recommender Systems, The / J. Ben Schafer

Approximate Range Queries by Histograms in OLAP / Francesco Buccafurri and Gianluca Lax

Artificial Neural Networks for Prediction / Rafael Martí

Association Rule Mining / Yew-Kwong Woon, Wee-Keong Ng, and Ee-Peng Lim

Association Rule Mining and Application to MPIS / Raymond Chi-Wing Wong and Ada Wai-Chee Fu

Association Rule Mining of Relational Data / Anne Denton and Christopher Besemann

Association Rules and Statistics / Martine Cadot, Jean-Baptiste Maj, and Tarek Ziadé

Automated Anomaly Detection / Brad Morantz

Automatic Musical Instrument Sound Classification / Alicja A. Wieczorkowska

Bayesian Networks / Ahmad Bashir, Latifur Khan, and Mamoun Awad

Best Practices in Data Warehousing from the Federal Perspective / Les Pang

Bibliomining for Library Decision-Making / Scott Nicholson and Jeffrey Stanton

Biomedical Data Mining Using RBF Neural Networks / Feng Chu and Lipo Wang

Building Empirical-Based Knowledge for Design Recovery / Hee Beng Kuan Tan and Yuan Zhao

Business Processes / David Sundaram and Victor Portougal

Case-Based Recommender Systems / Fabiana Lorenzi and Francesco Ricci

Categorization Process and Data Mining / Maria Suzana Marc Amoretti

Center-Based Clustering and Regression Clustering / Bin Zhang

Classification and Regression Trees / Johannes Gehrke

Classification Methods / Aijun An

Closed-Itemset Incremental-Mining Problem / Luminita Dumitriu

Cluster Analysis in Fitting Mixtures of Curves / Tom Burr

Clustering Analysis and Algorithms / Xiangji Huang

Clustering in the Identification of Space Models / Maribel Yasmina Santos, Adriano Moreira, and Sofia Carneiro

Clustering of Time Series Data / Anne Denton

Clustering Techniques / Sheng Ma and Tao Li

Clustering Techniques for Outlier Detection / Frank Klawonn and Frank Rehm

Combining Induction Methods with the Multimethod Approach / Mitja Leni_ , Peter Kokol, Petra Povalej and Milan Zorman

Comprehensibility of Data Mining Algorithms / Zhi-Hua Zhou

Computation of OLAP Cubes / Amin A. Abdulghani

Concept Drift / Marcus A. Maloof

Condensed Representations for Data Mining / Jean-Francois Boulicaut

Content-Based Image Retrieval / Timo R. Bretschneider and Odej Kao

Continuous Auditing and Data Mining / Edward J. Garrity, Joseph B. O’Donnell, and G. Lawrence Sanders

Data Driven vs. Metric Driven Data Warehouse Design / John M. Artz

Data Management in Three-Dimensional Structures / Xiong Wang

Data Mining and Decision Support for Business and Science / Auroop R. Ganguly, Amar Gupta, and Shiraj Khan

Data Mining and Warehousing in Pharma Industry / Andrew Kusiak and Shital C. Shah

Data Mining for Damage Detection in Engineering Structures / Ramdev Kanapady and Aleksandar Lazarevic Data Mining for Intrusion Detection / Aleksandar Lazarevic

Data Mining in Diabetes Diagnosis and Detection / Indranil Bose

Data Mining in Human Resources / Marvin D. Troutt and Lori K. Long

Data Mining in the Federal Government / Les Pang

Data Mining in the Soft Computing Paradigm / Pradip Kumar Bala, Shamik Sural, and Rabindra Nath Banerjee

Data Mining Medical Digital Libraries / Colleen Cunningham and Xiaohua Hu

Data Mining Methods for Microarray Data Analysis / Lei Yu and Huan Liu

Data Mining with Cubegrades / Amin A. Abdulghani

Data Mining with Incomplete Data / Hai Wang and Shouhong Wang

Data Quality in Cooperative Information Systems / Carlo Marchetti, Massimo Mecella, Monica Scannapieco, and Antonino Virgillito

Data Quality in Data Warehouses / William E. Winkler

Data Reduction and Compression in Database Systems / Alexander Thomasian

Data Warehouse Back-End Tools / Alkis Simitsis and Dimitri Theodoratos

Data Warehouse Performance / Beixin (Betsy) Lin, Yu Hong, and Zu-Hsu Lee

Data Warehousing and Mining in Supply Chains / Richard Mathieu and Reuven R. Levary

Data Warehousing Search Engine / Hadrian Peter and Charles Greenidge

Data Warehousing Solutions for Reporting Problems / Juha Kontio

Database Queries, Data Mining, and OLAP / Lutz Hamel

Database Sampling for Data Mining / Patricia E.N. Lutu

DEA Evaluation of Performance of E-Business Initiatives / Yao Chen, Luvai Motiwalla, and M. Riaz Khan

Decision Tree Induction / Roberta Siciliano and Claudio Conversano

Diabetic Data Warehouses / Joseph L. Breault

Discovering an Effective Measure in Data Mining / Takao Ito

Discovering Knowledge from XML Documents / Richi Nayak

Discovering Ranking Functions for Information Retrieval / Weiguo Fan and Praveen Pathak

Discovering Unknown Patterns in Free Text / Jan H. Kroeze

Discovery Informatics / William W. Agresti

Discretization for Data Mining / Ying Yang and Geoffrey I. Webb

Discretization of Continuous Attributes / Fabrice Muhlenbach and Ricco Rakotomalala

Distributed Association Rule Mining / Mafruz Zaman Ashrafi, David Taniar, and Kate A. Smith

Distributed Data Management of Daily Car Pooling Problems / Roberto Wolfler Calvo, Fabio de Luigi, Palle Haastrup, and Vittorio Maniezzo

Drawing Representative Samples from Large Databases / Wen-Chi Hou, Hong Guo, Feng Yan, and Qiang Zhu

Efficient Computation of Data Cubes and Aggregate Views / Leonardo Tininini

Embedding Bayesian Networks in Sensor Grids / Juan E. Vargas

Employing Neural Networks in Data Mining / Mohamed Salah Hamdi

Enhancing Web Search through Query Log Mining / Ji-Rong Wen

Enhancing Web Search through Web Structure Mining / Ji-Rong Wen

Ensemble Data Mining Methods / Nikunj C. Oza

Ethics of Data Mining / Jack Cook

Ethnography to Define Requirements and Data Model / Gary J. DeLorenzo

Evaluation of Data Mining Methods / Paolo Giudici

Evolution of Data Cube Computational Approaches / Rebecca Boon-Noi Tan

Evolutionary Computation and Genetic Algorithms / William H. Hsu

Evolutionary Data Mining For Genomics / Laetitia Jourdan, Clarisse Dhaenens, and El-Ghazali Talbi

Evolutionary Mining of Rule Ensembles / Jorge Muruzábal

Explanation-Oriented Data Mining / Yiyu Yao and Yan Zhao

Factor Analysis in Data Mining / Zu-Hsu Lee, Richard L. Peterson, Chen-Fu Chien, and Ruben Xing

Financial Ratio Selection for Distress Classification / Roberto Kawakami Harrop Galvão, Victor M. Becerra, and Magda Abou-Seada

Flexible Mining of Association Rules / Hong Shen

Formal Concept Analysis Based Clustering / Jamil M. Saquer

Fuzzy Information and Data Analysis / Reinhard Viertl

General Model for Data Warehouses, A / Michel Schneider

Genetic Programming / William H. Hsu

Graph Transformations and Neural Networks / Ingrid Fischer

Graph-Based Data Mining / Lawrence B. Holder and Diane J. Cook

Group Pattern Discovery Systems for Multiple Data Sources / Shichao Zhang and Chengqi Zhang

Heterogeneous Gene Data for Classifying Tumors / Benny Yiu-ming Fung and Vincent To-yee Ng

Hierarchical Document Clustering / Benjamin C. M. Fung, Ke Wang, and Martin Ester

High Frequency Patterns in Data Mining / Tsau Young Lin

Homeland Security Data Mining and Link Analysis / Bhavani Thuraisingham

Humanities Data Warehousing / Janet Delve

Hyperbolic Space for Interactive Visualization / Jörg Andreas Walter

VOLUME II

Identifying Single Clusters in Large Data Sets / Frank Klawonn and Olga Georgieva

Immersive Image Mining in Cardiology / Xiaoqiang Liu, Henk Koppelaar, Ronald Hamers, and Nico Bruining

Imprecise Data and the Data Mining Process / Marvin L. Brown and John F. Kros

Incorporating the People Perspective into Data Mining / Nilmini Wickramasinghe

Incremental Mining from News Streams / Seokkyung Chung, Jongeun Jun and Dennis McLeod

Inexact Field Learning Approach for Data Mining / Honghua Dai

Information Extraction in Biomedical Literature / Min Song, Il-Yeol Song, Xiaohua Hu, and Hyoil Han

Instance Selection / Huan Liu and Lei Yu

Integration of Data Sources through Data Mining / Andreas Koeller

Intelligence Density / David Sundaram and Victor Portougal

Intelligent Data Analysis / Xiaohui Liu

Intelligent Query Answering / Zbigniew W. Ras and Agnieszka Dardzinska

Interactive Visual Data Mining / Shouhong Wang and Hai Wang

Interscheme Properties’ Role in Data Warehouses / Pasquale De Meo, Giorgio Terracina, and Domenico Ursino

Inter-Transactional Association Analysis for Prediction / Ling Feng and Tharam Dillon

Interval Set Representations of Clusters / Pawan Lingras, Rui Yan, Mofreh Hogo, and Chad West

Kernel Methods in Chemoinformatics / Huma Lodhi

Knowledge Discovery with Artificial Neural Networks / Juan R. Rabuñal Dopico, Daniel Rivero Cebrián, Julián Dorado de la Calle, and Nieves Pedreira Souto

Learning Bayesian Networks / Marco F. Ramoni and Paola Sebastiani

Learning Information Extraction Rules for Web Data Mining / Chia-Hui Chang and Chun-Nan Hsu

Locally Adaptive Techniques for Pattern Classification / Carlotta Domeniconi and Dimitrios Gunopulos

Logical Analysis of Data / Endre Boros, Peter L. Hammer, and Toshihide Ibaraki

Lsquare System for Mining Logic Data, The / Giovanni Felici and Klaus Truemper

Marketing Data Mining / Victor S.Y. Lo

Material Acquisitions Using Discovery Informatics Approach / Chien-Hsing Wu and Tzai-Zang Lee

Materialized Hypertext View Maintenance / Giuseppe Sindoni

Materialized Hypertext Views / Giuseppe Sindoni

Materialized View Selection for Data Warehouse Design / Dimitri Theodoratos and Alkis Simitsis

Methods for Choosing Clusters in Phylogenetic Trees / Tom Burr

Microarray Data Mining / Li M. Fu

Microarray Databases for Biotechnology / Richard S. Segall

Mine Rule / Rosa Meo and Giuseppe Psaila

Mining Association Rules on a NCR Teradata System / Soon M. Chung and Murali Mangamuri

Mining Association Rules Using Frequent Closed Itemsets / Nicolas Pasquier

Mining Chat Discussions / Stanley Loh, Daniel Licthnow, Thyago Borges, Tiago Primo, Rodrigo Branco Kickhöfel, Gabriel Simões, Gustavo Piltcher, and Ramiro Saldaña

Mining Data with Group Theoretical Means / Gabriele Kern-Isberner

Mining E-Mail Data / Steffen Bickel and Tobias Scheffer

Mining for Image Classification Based on Feature Elements / Yu-Jin Zhang

Mining for Profitable Patterns in the Stock Market / Yihua Philip Sheng, Wen-Chi Hou, and Zhong Chen

Mining for Web-Enabled E-Business Applications / Richi Nayak

Mining Frequent Patterns via Pattern Decomposition / Qinghua Zou and Wesley Chu

Mining Group Differences / Shane M. Butler and Geoffrey I. Webb

Mining Historical XML / Qiankun Zhao and Sourav Saha Bhowmick

Mining Images for Structure / Terry Caelli

Mining Microarray Data / Nanxiang Ge and Li Liu

Mining Quantitative and Fuzzy Association Rules / Hong Shen and Susumu Horiguchi

Model Identification through Data Mining / Diego Liberati

Modeling Web-Based Data in a Data Warehouse / Hadrian Peter and Charles Greenidge

Moral Foundations of Data Mining / Kenneth W. Goodman

Mosaic-Based Relevance Feedback for Image Retrieval / Odej Kao and Ingo la Tendresse

Multimodal Analysis in Multimedia Using Symbolic Kernels / Hrishikesh B. Aradhye and Chitra Dorai

Multiple Hypothesis Testing for Data Mining / Sach Mukherjee

Music Information Retrieval / Alicja A. Wieczorkowska

Negative Association Rules in Data Mining / Olena Daly and David Taniar

Neural Networks for Prediction and Classification / Kate A. Smith

Off-Line Signature Recognition / Indrani Chakravarty, Nilesh Mishra, Mayank Vatsa, Richa Singh, and P. Gupta

Online Analytical Processing Systems / Rebecca Boon-Noi Tan

Online Signature Recognition / Indrani Chakravarty, Nilesh Mishra, Mayank Vatsa, Richa Singh, and P. Gupta

Organizational Data Mining / Hamid R. Nemati and Christopher D. Barko

Path Mining in Web Processes Using Profiles / Jorge Cardoso

Pattern Synthesis for Large-Scale Pattern Recognition / P. Viswanath, M. Narasimha Murty, and Shalabh Bhatnagar

Physical Data Warehousing Design / Ladjel Bellatreche and Mukesh Mohania

Predicting Resource Usage for Capital Efficient Marketing / D. R. Mani, Andrew L. Betz, and James H. Drew

Privacy and Confidentiality Issues in Data Mining / Yücel Saygin

Privacy Protection in Association Rule Mining / Neha Jha and Shamik Sural

Profit Mining / Senqiang Zhou and Ke Wang

Pseudo Independent Models / Yang Xiang

Reasoning about Frequent Patterns with Negation / Marzena Kryszkiewicz

Recovery of Data Dependencies / Hee Beng Kuan Tan and Yuan Zhao

Reinforcing CRM with Data Mining / Dan Zhu

Resource Allocation in Wireless Networks / Dimitrios Katsaros, Gökhan Yavas, Alexandros Nanopoulos, Murat Karakaya, Özgür Ulusoy, and Yannis Manolopoulo

Retrieving Medical Records Using Bayesian Networks / Luis M. de Campos, Juan M. Fernández-Luna,and Juan F. Huete

Robust Face Recognition for Data Mining / Brian C. Lovell and Shaokang Chen

Rough Sets and Data Mining / Jerzy W. Grzymala-Busse and Wojciech Ziarko

Rule Generation Methods Based on Logic Synthesis / Marco Muselli

Rule Qualities and Knowledge Combination for Decision-Making / Ivan Bruha

Sampling Methods in Approximate Query Answering Systems / Gautam Das

Scientific Web Intelligence / Mike Thelwall

Search Situations and Transitions / Nils Pharo and Kalervo Järvelin

Secure Multiparty Computation for Privacy Preserving Data Mining / Yehida Lindell

Semantic Data Mining / Protima Banerjee, Xiaohua Hu, and Illhoi Yoo

Semi-Structured Document Classification / Ludovic Denoyer and Patrick Gallinari

Semi-Supervised Learning / Tobias Scheffer

Sequential Pattern Mining / Florent Masseglia, Maguelonne Teisseire, and Pascal Poncelet

Software Warehouse / Honghua Dai

Spectral Methods for Data Clustering / Wenyuan Li

Statistical Data Editing / Claudio Conversano and Roberta Siciliano

Statistical Metadata in Data Processing and Interchange / Maria Vardaki

Storage Strategies in Data Warehouses / Xinjian Lu

Subgraph Mining / Ingrid Fischer and Thorsten Meinl

Support Vector Machines / Mamoun Awad and Latifur Khan

Support Vector Machines Illuminated / David R. Musicant

Survival Analysis and Data Mining / Qiyang Chen, Alan Oppenheim, and Dajin Wang

Symbiotic Data Mining / Kuriakose Athappilly and Alan Rea

Symbolic Data Clustering / Edwin Diday and M. Narasimha Murthy

Synthesis with Data Warehouse Applications and Utilities / Hakikur Rahman

Temporal Association Rule Mining in Event Sequences / Sherri K. Harms

Text Content Approaches in Web Content Mining / Víctor Fresno Fernández and Luis Magdalena Layos

Text Mining-Machine Learning on Documents / Dunja Mladenić

Text Mining Methods for Hierarchical Document Indexing / Han-Joon Kim

Time Series Analysis and Mining Techniques / Mehmet Sayal

Time Series Data Forecasting / Vincent Cho

Topic Maps Generation by Text Mining / Hsin-Chang Yang and Chung-Hong Lee

Transferable Belief Model / Philippe Smets

Tree and Graph Mining / Dimitrios Katsaros and Yannis Manolopoulos

Trends in Web Content and Structure Mining / Anita Lee-Post and Haihao Jin

Trends in Web Usage Mining / Anita Lee-Post and Haihao Jin

Unsupervised Mining of Genes Classifying Leukemia / Diego Liberati, Sergio Bittanti, and Simone Garatti

Use of RFID in Supply Chain Data Processing / Jan Owens, Suresh Chalasani, and Jayavel Sounderpandian

Using Dempster-Shafer Theory in Data Mining / Malcolm J. Beynon

Using Standard APIs for Data Mining in Prediction / Jaroslav Zendulka

Utilizing Fuzzy Decision Trees in Decision Making / Malcolm J. Beynon

Vertical Data Mining / William Perrizo, Qiang Ding, Qin Ding, and Taufik Abidin

Video Data Mining / JungHwan Oh, JeongKyu Lee, and Sae Hwang

Visualization Techniques for Data Mining / Herna L. Viktor and Eric Paquet

Wavelets for Querying Multidimensional Datasets / Cyrus Shahabi, Dimitris Sacharidis, and Mehrdad Jahangiri

Web Mining in Thematic Search Engines / Massimiliano Caramia and Giovanni Felici

Web Mining Overview / Bamshad Mobasher

Web Page Extension of Data Warehouses / Anthony Scime

Web Usage Mining / Bamshad Mobasher

Web Usage Mining and Its Applications / Yongjian Fu

Web Usage Mining Data Preparation / Bamshad Mobasher

Web Usage Mining through Associative Models / Paolo Giudici and Paola Cerchiello

World Wide Web Personalization / Olfa Nasraoui

World Wide Web Usage Mining / Wen-Chen Hu, Hung-Jen Yang, Chung-wei Lee, and Jyh-haw Yeh