CSDL - Proceedings I

Title Page i (PDF)

pp. i

Title Page iii (PDF)

pp. iii

pp. iv

Table of Contents (PDF)

pp. v-xii

Preface (PDF)

pp. xiii

Conference Organizers (PDF)

pp. xiv

RIKD 2008 Message and Committee (PDF)

pp. xv-xvi

DDDM 2008 Message and Committee (PDF)

pp. xvii-xix

MCD 2008 Message and Committee (PDF)

pp. xx-xxii

SSTDM 2008 Message and Committees (PDF)

pp. xxiii-xxvi

HPDM 2008 Message and Committees (PDF)

pp. xxvii-xxix

FDM 2008 Message and Committee (PDF)

pp. xxx-xxxii

SADM 2008 Message and Committee (PDF)

pp. xxxiii-xxxiv

DMDM 2008 Message and Committee (PDF)

pp. xxxv-xxxvii

VM 2008 Message and Committee (PDF)

pp. xxxviii-xl

ADN 2008 Message and Committee (PDF)

pp. xli-xlii

Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets (Abstract)

Hidenao Abe

Shusaku Tsumoto

pp. 1-7

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Comparing Reliability of Association Rules and OLAP Statistical Tests (Abstract)

pp. 8-17

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Research on Methodology of Classification Mining for Tumor Markers (Abstract)

Wei Jiang

Min Yao

Jiekai Yu

pp. 18-26

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Wavelet-Based Data Perturbation for Simultaneous Privacy-Preserving and Statistics-Preserving (Abstract)

pp. 27-35

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Online Reliability Estimates for Individual Predictions in Data Streams (Abstract)

Pedro Pereira Rodrigues

João Gama

Zoran Bosnic

pp. 36-45

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A Comparative Study of Data Sampling and Cost Sensitive Learning (Abstract)

Chris Seiffert

Taghi M. Khoshgoftaar

Jason Van Hulse

Amri Napolitano

pp. 46-52

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Region Classification with Decision Trees (Abstract)

J. van Prehn

E. N. Smirnov

pp. 53-59

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A Study on the Reliability of Case-Based Reasoning Systems (Abstract)

Ke Wang

James N. K. Liu

Wei-min Ma

pp. 60-68

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A Case Study on Classification Reliability (Abstract)

Honghua Dai

pp. 69-73

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Domain Driven Data Mining (D3M) (Abstract)

Longbing Cao

pp. 74-76

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Parameter Tuning for Differential Mining of String Patterns (Abstract)

Jérémy Besson

Christophe Rigotti

Ieva Mita

Jean-François Boulicaut

pp. 77-86

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Behavior Informatics and Analytics: Let Behavior Talk (Abstract)

Longbing Cao

pp. 87-96

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Scoring Models for Insurance Risk Sharing Pool Opimization (Abstract)

pp. 97-105

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TransRank: A Novel Algorithm for Transfer of Rank Learning (Abstract)

Jun Yan

pp. 106-115

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One-Class Classification of Text Streams with Concept Drift (Abstract)

Yang Zhang

Xue Li

Maria Orlowska

pp. 116-125

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Post-Processing of Discovered Association Rules Using Ontologies (Abstract)

pp. 126-133

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Food Sales Prediction: "If Only It Knew What We Know" (Abstract)

Patrick Meulstee

Mykola Pechenizkiy

pp. 134-143

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Discovering Implicit Redundancies in Network Communications for Detecting Inconsistent Values (Abstract)

Bogdan Tomoyuki Nassu

Takashi Nanya

Hiroshi Nakamura

pp. 144-153

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Actionable Knowledge Discovery for Threats Intelligence Support Using a Multi-dimensional Data Mining Methodology (Abstract)

Olivier Thonnard

Marc Dacier

pp. 154-163

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Identification of Causal Variables for Building Energy Fault Detection by Semi-supervised LDA and Decision Boundary Analysis (Abstract)

pp. 164-173

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Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral Clustering (Abstract)

pp. 174-183

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Hierarchical Text Categorization in a Transductive Setting (Abstract)

Michelangelo Ceci

pp. 184-191

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Towards Combining Structured Pattern Mining and Graph Kernels (Abstract)

Fabrizio Costa

Björn Bringmann

pp. 192-201

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k-Nearest Neighbor Classification on First-Order Logic Descriptions (Abstract)

M. Biba

pp. 202-210

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Semi-supervised Collaborative Clustering with Partial Background Knowledge (Abstract)

pp. 211-217

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Mining Temporal Patterns with Quantitative Intervals (Abstract)

Thomas Guyet

René Quiniou

pp. 218-227

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Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences (Abstract)

S. Vahid Jazayeri

Osmar R. Za

pp. 228-237

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Clustering Events on Streams Using Complex Context Information (Abstract)

pp. 238-247

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Discovering Triggering Events from Longitudinal Data (Abstract)

Corrado Loglisci

Donato Malerba

pp. 248-256

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Extension of Partitional Clustering Methods for Handling Mixed Data (Abstract)

pp. 257-266

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Word Sense Discovery for Web Information Retrieval (Abstract)

Tomasz Nykiel

Henryk Rybinski

pp. 267-274

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Tomonobu Ozaki

Takenao Ohkawa

pp. 275-282

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Association Action Rules (Abstract)

pp. 283-290

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Multiple-Instance Regression with Structured Data (Abstract)

pp. 291-300

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Discovery of Internal and External Hyperclique Patterns in Complex Graph Databases (Abstract)

pp. 301-309

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Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering (Abstract)

pp. 310-319

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A Spatio-temporal Simulation Model for Movement Data Generation (Abstract)

D. Alberg

M. Last

S. Elnekave

pp. 320-325

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Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective (Abstract)

pp. 326-331

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Enriching Spatial OLAP with Map Generalization: a Conceptual Multidimensional Model (Abstract)

pp. 332-341

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Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering (Abstract)

pp. 342-348

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A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time Series (Abstract)

pp. 349-358

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Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines (Abstract)

Matthew W. Collier

Amy McGovern

pp. 359-368

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Standards-Based Coastal Sensor Web (Abstract)

pp. 369-374

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Detection and Exploration of Outlier Regions in Sensor Data Streams (Abstract)

Conny Franke

Michael Gertz

pp. 375-384

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Data Mining for Climate Change and Impacts (Abstract)

Auroop R Ganguly

Karsten Steinhaeuser

pp. 385-394

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RE-SPaM: Using Regular Expressions for Sequential Pattern Mining in Trajectory Databases (Abstract)

Leticia I. Gómez

Alejandro A. Vaisman

pp. 395-398

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Incremental Maintenance of Discovered Spatial Colocation Patterns (Abstract)

Jiangfeng He

Qinming He

Feng Qian

Qi Chen

pp. 399-407

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Speeding up Array Query Processing by Just-In-Time Compilation (Abstract)

pp. 408-413

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Extraction of Discriminative Features from Hyperspectral Data (Abstract)

Habil Kalkan

Yasemin Yardimci

pp. 414-419

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Scalable Sparse Bayesian Network Learning for Spatial Applications (Abstract)

pp. 420-425

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High Granularity Remote Sensing and Crop Production over Space and Time: NDVI over the Growing Season and Prediction of Cotton Yields at the Farm Field Level in Texas (Abstract)

pp. 426-435

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Web Query Prediction by Unifying Model (Abstract)

Jun Yan

pp. 436-441

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A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions (Abstract)

pp. 442-447

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Detecting and Tracking Spatio-temporal Clusters with Adaptive History Filtering (Abstract)

James Rosswog

Kanad Ghose

pp. 448-457

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A Semi-supervised Learning Algorithm for Recognizing Sub-classes (Abstract)

pp. 458-467

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Mining Unstructured Text at Gigabyte per Second Speeds (Abstract)

Alan Ratner

pp. 468-476

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Chi-Square Test Based Decision Trees Induction in Distributed Environment (Abstract)

pp. 477-485

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Distributed Data Mining Models as Services on the Grid (Abstract)

Eugenio Cesario

Domenico Talia

pp. 486-495

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Service Oriented KDD: A Framework for Grid Data Mining Workflows (Abstract)

pp. 496-505

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Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIA (Abstract)

Christoph Weyerhaeuser

pp. 506-515

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Stream-Close: Fast Mining of Closed Frequent Itemsets in High Speed Data Streams (Abstract)

Ranganath B. N.

M. Narasimha Murty

pp. 516-525

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Parallel Hierarchical Clustering on Market Basket Data (Abstract)

pp. 526-532

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Efficient Distance Computation Using SQL Queries and UDFs (Abstract)

Sasi K. Pitchaimalai

Carlos Ordonez

Carlos Garcia-Alvarado

pp. 533-542

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Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments (Abstract)

Haimonti Dutta

Hillol Kargupta

pp. 543-552

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Investigation of Various Matrix Factorization Methods for Large Recommender Systems (Abstract)

pp. 553-562

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Mohamed Farouk Abdel Hady

Co-training by Committee: A New Semi-supervised Learning Framework (Abstract)

Friedhelm Schwenker

pp. 563-572

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Rules Extraction from Multiple Decisions Ordered Information Tables (Abstract)

Bin Shen

Min Yao

Zhaohui Wu

pp. 573-582

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An Efficient Sequential Pattern Mining Algorithm Based on the 2-Sequence Matrix (Abstract)

pp. 583-591

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Mining Allocating Patterns in One-Sum Weighted Items (Abstract)

pp. 592-598

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Remarks to Logical Aspects of Measures of Interestingness of Association Rules (Abstract)

Jan Rauch

pp. 599-608

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Bounding and Estimating Association Rule Support from Clusters on Binary Data (Abstract)

pp. 609-618

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Reclassification Rules (Abstract)

pp. 619-627

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A Logical Formulation of the Granular Data Model (Abstract)

Tuan-Fang Fan

Churn-Jung Liau

Tsau-Young (T. Y.) Lin

Karen Lee

pp. 628-634

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Multilayer Change-Point Detection on Stock Order Flows by Wavelet Transformation (Abstract)

pp. 635-642

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Statistical Independence and Contingency Matrix (Abstract)

Shusaku Tsumoto

Shoji Hirano

pp. 643-648

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An FUSP-Tree Maintenance Algorithm for Record Modification (Abstract)

pp. 649-653

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Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets (Abstract)

pp. 654-663

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Text Knowledge Mining: An Alternative to Text Data Mining (Abstract)

D. Sánchez

M.J. Mart

I. Blanco

C. Justicia de la Torre

pp. 664-672

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Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications (Abstract)

Andrew Foss

Osmar R. Zaïane

pp. 673-681

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An Adaptive Pre-filtering Technique for Error-Reduction Sampling in Active Learning (Abstract)

Michael Davy

Saturnino Luz

pp. 682-691

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ARUBAS: An Association Rule Based Similarity Framework for Associative Classifiers (Abstract)

pp. 692-699

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ZCS Revisited: Zeroth-Level Classifier Systems for Data Mining (Abstract)

Fani A. Tzima

Pericles A. Mitkas

pp. 700-709

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Jesús Ariel Carrasco Ochoa

A New Graph-Based Algorithm for Clustering Documents (Abstract)

Airel Pérez Suárez

José Fco. Mart Trinidad

José E. Medina Pagola

pp. 710-719

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The Set Classification Problem and Solution Methods (Abstract)

Xia Ning

George Karypis

pp. 720-729

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If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk) (Abstract)

Jean-François Boulicaut

pp. 730

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Semantic Features for Multi-view Semi-supervised and Active Learning of Text Classification (Abstract)

Shiliang Sun

pp. 731-735

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Ontology-Based Protein-Protein Interactions Extraction from Literature Using the Hidden Vector State Model (Abstract)

pp. 736-743

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Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web Pages (Abstract)

Fei Xie

pp. 744-751

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OntoDM: An Ontology of Data Mining (Abstract)

pp. 752-760

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Semantic Annotation and Services for KDD Tools Sharing and Reuse (Abstract)

Claudia Diamantini

Domenico Potena

pp. 761-770

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Exploiting Data Semantics to Discover, Extract, and Model Web Sources (Abstract)

pp. 771-779

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Using Contextual Information to Decrease the Cost of Incorrect Predictions in On-line Customer Behavior Modeling (Abstract)

pp. 780-788

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Semantic Analysis Method for Unstructured Data in Telecom Services (Abstract)

pp. 789-795

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Using Contextual Information in Transactional Segmentation: An Empirical Study in E-Commerce (Abstract)

pp. 796-805

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Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data (Abstract)

Meghana Deodhar

Joydeep Ghosh

pp. 806-815

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Title-Composing Support System for Reaching New Audiences (Abstract)

Yoko Nishihara

Wataru Sunayama

pp. 816-822

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Innovation Game as Workplace for Sensing Values in Design and Market (Abstract)

pp. 823-828

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Character String Analysis and Customer Path in Stream Data (Abstract)

Katsutoshi Yada

pp. 829-836

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Combining Behavioral and Social Network Data for Online Advertising (Abstract)

Abraham Bagherjeiran

Rajesh Parekh

pp. 837-846

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Semantic Concept Learning through Massive Internet Video Mining (Abstract)

pp. 847-853

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Video^M: Multi-video Synopsis (Abstract)

Teng Li

Tao Mei

In-So Kweon

Xian-Sheng Hua

pp. 854-861

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Human Action Recognition by Radon Transform (Abstract)

pp. 862-868

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A New Method for Multi-view Face Clustering in Video Sequence (Abstract)

pp. 869-873

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Full-Reference Quality Assessment for Video Summary (Abstract)

Tongwei Ren

Yan Liu

Gangshan Wu

pp. 874-883

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An Efficient Search Algorithm for Content-Based Image Retrieval with User Feedback (Abstract)

Alex Po Leung

Peter Auer

pp. 884-890

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Detecting Suspicious Behavior in Surveillance Images (Abstract)

pp. 891-900

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A Radar for the Internet (Abstract)

pp. 901-908

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Temporal Evolution of the UK Web (Abstract)

pp. 909-918

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Characterizing Network Motifs to Identify Spam Comments (Abstract)

pp. 919-928

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Graph-Based Data Mining in Dynamic Networks: Empirical Comparison of Compression-Based and Frequency-Based Subgraph Mining (Abstract)

pp. 929-938

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The Impact of Structural Changes on Predictions of Diffusion in Networks (Abstract)

Habiba

pp. 939-948

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Using Betweenness Centrality to Identify Manifold Shortcuts (Abstract)

William J. Cukierski

David J. Foran

pp. 949-958

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Semantic Full-Text Search with ESTER: Scalable, Easy, Fast (Abstract)

pp. 959-962

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GRAPHITE: A Visual Query System for Large Graphs (Abstract)

pp. 963-966

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Interactive Exploration of Model-Based Automatically Extracted Data (Abstract)

pp. 967-970

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G-REX: A Versatile Framework for Evolutionary Data Mining (Abstract)

pp. 971-974

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Leila Maria Garcia Fonseca

GeoDMA - A Novel System for Spatial Data Mining (Abstract)

Thales Sehn Korting

Maria Isabel Sobral Escada

Felipe Castro da Silva

Marcelino Pereira dos Santos Silva

pp. 975-978

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Automatic Multimodal Aggregation of News from Television and the Web (Abstract)

Alberto Messina

pp. 979-982

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A KDD Platform Based on the Application Service Provider Paradigm (Abstract)

pp. 983-986

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A Data Stream Mining System (Abstract)

pp. 987-990

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Author Index (PDF)

pp. 991-995

Publisher's Information (PDF)

pp. 996