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Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)
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Bibliographic References
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Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)
Omaha, Nebraska, USA
October 28-October 31
ISBN: 0-7695-3033-8
Table of Contents
Introduction
Welcome Message from the Conference Chairs
(PDF)
pp. xiii
ABSTRACT
PDF
Preface
(PDF)
pp. xiv
ABSTRACT
PDF
Workshops and Organizations
(PDF)
pp. xvi
ABSTRACT
PDF
Data Mining in Web 2.0 Environments
Ask the Crowd to Find out What's Important
(Abstract)
Sisay Fissaha Adafre
Maarten de Rijke
pp. 3-8
ABSTRACT
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Aspect Summarization from Blogsphere for Social Study
(Abstract)
Chia-Hui Chang
Kun-Chang Tsai
pp. 9-14
ABSTRACT
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FiVaTech: Page-Level Web Data Extraction from Template Pages
(Abstract)
Mohammed Kayed
Chia-Hui Chang
Khaled Shaalan
Moheb Ramzy Girgis
pp. 15-20
ABSTRACT
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SOPS: Stock Prediction Using Web Sentiment
(Abstract)
Vivek Sehgal
Charles Song
pp. 21-26
ABSTRACT
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HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks
(Abstract)
Haizheng Zhang
Wei Li
Xuerui Wang
C. Lee Giles
Henry C. Foley
John Yen
pp. 27-32
ABSTRACT
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Extracting Author Meta-Data from Web Using Visual Features
(Abstract)
Shuyi Zheng
Ding Zhou
Jia Li
C. Lee Giles
pp. 33-40
ABSTRACT
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Knowledge Discovery from Multimedia Data and Multimedia Applications
Automatic Generation of Traditional Style Painting by Using Density-Based Color Clustering
(Abstract)
Guangyan Huang
Zhiming Ding
Jing He
pp. 41-44
ABSTRACT
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Semi-Automatic Semantic Annotation of Images
(Abstract)
Suzanne Little
Ovidio Salvetti
Petra Perner
pp. 45-50
ABSTRACT
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Bit Sequences and Biclustering of Text Documents
(Abstract)
Selim Mimaroglu
Kuniaki Uehara
pp. 51-56
ABSTRACT
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Tensor Space Learning for Analyzing Activity Patterns from Video Sequences
(Abstract)
Liang Wang
Christopher Leckie
Xiaozhe Wang
Ramamohanarao Kotagiri
and Jim Bezdek
pp. 63-68
ABSTRACT
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Adapting SVM Classifiers to Data with Shifted Distributions
(Abstract)
Jun Yang
Rong Yan
Alexander G. Hauptmann
pp. 69-76
ABSTRACT
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Mining and Management of Biological Data
A Comparative Study of Methods for Transductive Transfer Learning
(Abstract)
Andrew Arnold
Ramesh Nallapati
William W. Cohen
pp. 77-82
ABSTRACT
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Assessing Reliability of Protein-Protein Interactions by Semantic Data Integration
(Abstract)
Young-Rae Cho
Woochang Hwang
Aidong Zhang
pp. 83-88
ABSTRACT
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Characterizing RNA Secondary-Structure Features and Their Effects on Splice-Site Prediction
(Abstract)
Rezarta Islamaj Dogan
Lise Getoor
W. John Wilbur
pp. 89-94
ABSTRACT
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Statistical Approaches to Identifying Androgen Response Elements
(Abstract)
Li Li
Steffen Heber
Qiang Zhang
Melvin E. Andersen
pp. 95-100
ABSTRACT
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Mapping Gene/Protein Names in Free Text to Biomedical Databases
(Abstract)
Hongfang Liu
Manabu Torii
Zhang-zhi Hu
Cathy Wu
pp. 101-106
ABSTRACT
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A Content Based Pattern Analysis System for a Biological Specimen Collection
(Abstract)
Joyita Mallik
Ashok Samal
Scott L. Gardner
pp. 107-112
ABSTRACT
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Discovering Gene Expression Data from the Tables of Full Text Publications
(Abstract)
Brigitte Mathiak
Andreas Kupfer
Carolina Rio Bartulos
Tatjana Scope
Johann Weiland
Silke Eckstein
pp. 113-118
ABSTRACT
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Modeling and Management of Signal Transduction Pathways with Live Sequence Charts
(Abstract)
Claudia T?ubner
Brigitte Mathiak
Silke Eckstein
pp. 119-126
ABSTRACT
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Data Mining in Medicine
Developing an Integrated Time-Series Data Mining Environment for Medical Data Mining
(Abstract)
Hidenao Abe
Hideto Yokoi
Miho Ohsaki
Takahira Yamaguchi
pp. 127-132
ABSTRACT
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Time-Annotated Sequences for Medical Data Mining
(Abstract)
Michele Berlingerio
Francesco Bonchi
Fosca Giannotti
Franco Turini
pp. 133-138
ABSTRACT
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Automatically Finding Images for Clinical Decision Support
(Abstract)
Dina Demner-Fushman
Sameer Antani
Mohammad-Reza Siadat
Hamid Soltanian-Zadeh
Farshad Fotouhi
and Kost Elisevich
pp. 139-144
ABSTRACT
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Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations
(Abstract)
Shoji Hirano
Shusaku Tsumoto
pp. 151-156
ABSTRACT
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Predictive Data Mining for Lung Nodule Interpretation
(Abstract)
William Horsthemke
Ekarin Varutbangkul
Daniela Raicu
Jacob Furst
pp. 157-162
ABSTRACT
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Predictive Data Mining to Learn Health Vitals of a Resident in a Smart Home
(Abstract)
Vikramaditya Jakkula
pp. 163-168
ABSTRACT
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Utilization of Data-Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance Organization
(Abstract)
Mark Last
Rafael Carel
Dotan Barak
pp. 169-174
ABSTRACT
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Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients? Lactobacillus Therapy by Data Mining
(Abstract)
Kimiko Matsuoka
Shigeki Yokoyama
Kumitomo Watanabe
Shusaku Tsumoto
pp. 175-180
ABSTRACT
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Data Modeling for Content-Based Support Environment Application on Epilepsy Data Mining
(Abstract)
Mohammad-Reza Siadat
Hamid Soltanian-Zadeh
Farshad Fotouhi
Ameen Eetemadi
and Kost Elisevich
pp. 181-188
ABSTRACT
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Optimization-Based Data Mining Techniques with Applications
Data Clustering with a Relational Push-Pull Model
(Abstract)
Adam Anthony
Marie desJardins
pp. 189-194
ABSTRACT
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Learning What Makes a Society Tick
(Abstract)
Hung-Ching (Justin) Chen
Mark Goldberg
Malik Magdon-Ismail
William A. Wallace
pp. 195-200
ABSTRACT
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Distance Metric Learning through Optimization of Ranking
(Abstract)
Kreshna Gopal
Thomas R. Ioerger
pp. 201-206
ABSTRACT
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Using Data Mining to Estimate Missing Sensor Data
(Abstract)
Le Gruenwald
Hamed Chok
Mazen Aboukhamis
pp. 207-212
ABSTRACT
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Cluster Analysis and Optimization in Color-Based Clustering for Image Abstract
(Abstract)
Jing He
Guangyan Huang
Yanchun Zhang
Yong Shi
pp. 213-218
ABSTRACT
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Predicting and Optimizing Classifier Utility with the Power Law
(Abstract)
Mark Last
pp. 219-224
ABSTRACT
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Mining Distance-Based Outliers from Categorical Data
(Abstract)
Shuxin Li
Robert Lee
Sheau-Dong Lang
pp. 225-230
ABSTRACT
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Feature Selection for Nonlinear Kernel Support Vector Machines
(Abstract)
Olvi L. Mangasarian
Gang Kou
pp. 231-236
ABSTRACT
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Physical Analysis of Precipitation Factors Based on SVM Method
(Abstract)
Xiong Qiufen
Gao Jie
Liu Huanzhu
Shao Mingxuan
pp. 243-246
ABSTRACT
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An Efficient Fitness Assignment Based on Dominating Tree
(Abstract)
Chuan Shi
Zhongzhi Shi
Bin Wu
pp. 247-252
ABSTRACT
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A Regularized Multiple Criteria Linear Program for Classification
(Abstract)
Yong Shi
Yingjie Tian
Xiaojun Chen
Peng Zhang
pp. 253-258
ABSTRACT
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Dual Fuzzy-Possibilistic Co-clustering for Document Categorization
(Abstract)
William-Chandra Tjhi
Lihui Chen
pp. 259-264
ABSTRACT
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Generalized Additive Models from a Neural Network Perspective
(Abstract)
D. A. de Waal
J. V. du Toit
pp. 265-270
ABSTRACT
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A Novel Rule Weighting Approach in Classification Association Rule Mining
(Abstract)
Yanbo J. Wang
Qin Xin
Frans Coenen
pp. 271-276
ABSTRACT
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Semi-supervised Kernel Logistic Regression and Its Extension to Active Learning Based on A-Optimality
(Abstract)
Yasutoshi Yajima
Teppei Sato
pp. 277-282
ABSTRACT
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Classification with Choquet Integral with Respect to Signed Non-additive Measure
(Abstract)
Nian Yan
Zhenyuan Wang
Zhengxin Chen
pp. 283-288
ABSTRACT
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Multiple-Criteria Linear Programming for VIP E-Mail Behavior Analysis
(Abstract)
Peng Zhang
Jingran Dai
pp. 289-296
ABSTRACT
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High Performance Data Mining
A Novel Parallel Boolean Approach for Discovering Frequent Itemsets
(Abstract)
Wassim Ayadi
Khedija Arour
pp. 297-302
ABSTRACT
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Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization
(Abstract)
Gang Chen
Fei Wang
Changshui Zhang
pp. 303-308
ABSTRACT
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Extracting Knowledge to Predict TSP Asymptotic Time Complexity
(Abstract)
Paula Cecilia Fritzsche
Dolores Rexachs
Emilio Luque
pp. 309-318
ABSTRACT
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Twin Kernel Embedding with Back Constraints
(Abstract)
Yi Guo
Paul W. Kwan
Junbin Gao
pp. 319-324
ABSTRACT
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An Efficient Technique for Mining Approximately Frequent Substring Patterns
(Abstract)
Xiaonan Ji
James Bailey
pp. 325-330
ABSTRACT
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Robust Unsupervised and Semisupervised Bounded C-Support Vector Machines
(Abstract)
Zhao Kun
Tian Ying-jie
Deng Nai-yang Hiroshi Kuwajima
Takashi Washio
pp. 331-336
ABSTRACT
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Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models
(Abstract)
Ramesh Nallapati
Amr Ahmed
William Cohen
Eric Xing
pp. 343-348
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Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability
(Abstract)
Ramesh Nallapati
William Cohen
John Lafferty
pp. 349-354
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WC-Clustering: Hierarchical Clustering Using the Weighted Confidence Affinity Measure
(Abstract)
Baoying Wang
Imad Rahal
pp. 355-360
ABSTRACT
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Semi-supervised Clustering Using Bayesian Regularization
(Abstract)
Zuobing Xu
Ram Akella
Mike Ching
Renjie Tang
pp. 361-366
ABSTRACT
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Experimental Comparison of Feature Subset Selection Methods
(Abstract)
Chulmin Yun
Jihoon Yang
pp. 367-372
ABSTRACT
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Utility-Based Web Path Traversal Pattern Mining
(Abstract)
Lin Zhou
Ying Liu
Jing Wang
Yong Shi
pp. 373-380
ABSTRACT
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Mining Graphs and Complex Structures
Combining Collective Classification and Link Prediction
(Abstract)
Mustafa Bilgic
Galileo Mark Namata
Lise Getoor
pp. 381-386
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Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships
(Abstract)
Shouchun Chen
Fei Wang
Changshui Zhang
pp. 387-392
ABSTRACT
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Discovering Structural Anomalies in Graph-Based Data
(Abstract)
William Eberle
Lawrence Holder
pp. 393-398
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Subgraph Support in a Single Large Graph
(Abstract)
Mathias Fiedler
Christian Borgelt
pp. 399-404
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Tree Planar Languages
(Abstract)
Christophe Costa Flor?ncio
pp. 405-410
ABSTRACT
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An Examination of Experimental Methodology for Classifiers of Relational Data
(Abstract)
Brian Gallagher
Tina Eliassi-Rad
pp. 411-416
ABSTRACT
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GDClust: A Graph-Based Document Clustering Technique
(Abstract)
M. Shahriar Hossain
Rafal A. Angryk
pp. 417-422
ABSTRACT
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Learning Term Dependency Links Using Information Theoretic Inclusion Measure
(Abstract)
Masoud Makrehchi
Mohamed S. Kamel
pp. 423-428
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Exploiting Network Structure for Active Inference in Collective Classification
(Abstract)
Matthew J. Rattigan
Marc Maier
David Jensen
pp. 429-434
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Resume Mining of Communities in Social Network
(Abstract)
Bin Wu
Xin Pei
JianBin Tan
Yi Wang
pp. 435-440
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A Divisive Hierarchical Structural Clustering Algorithm for Networks
(Abstract)
Nurcan Yuruk
Mutlu Mete
Xiaowei Xu
Thomas A. J. Schweiger
pp. 441-448
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Data Mining on Uncertain Data
Counterpropagation Neural Network for Stochastic Conditional Simulation: An Application with Berea Sandstone
(Abstract)
Lance E. Besaw
Donna M. Rizzo
pp. 449-454
ABSTRACT
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Genre Categorization of Web Pages
(Abstract)
Jebari Chaker
Ounelli Habib
pp. 455-464
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Segmenting Multi-attribute Sequences Using Dynamic Bayesian Networks
(Abstract)
Robert Gwadera
Janne Toivola
Jaakko Hollm?
pp. 465-470
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Error-Aware Density-Based Clustering of Imprecise Measurement Values
(Abstract)
Dirk Habich
Peter B. Volk
Wolfgang Lehner
Ralf Dittmann
Clemens Utzny
pp. 471-476
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Skewed Class Distributions and Mislabeled Examples
(Abstract)
Jason Van Hulse
Taghi M. Khoshgoftaar
Amri Napolitano
pp. 477-482
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Reducing UK-Means to K-Means
(Abstract)
S. D. Lee
Ben Kao
Reynold Cheng
pp. 483-488
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Efficient Mining of Frequent Patterns from Uncertain Data
(Abstract)
Carson Kai-Sang Leung
Christopher L. Carmichael
Boyu Hao
pp. 489-494
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A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data
(Abstract)
Feng Liu
Fengzhan Tian
Qiliang Zhu
pp. 495-500
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Granularity Conscious Modeling for Probabilistic Databases
(Abstract)
Eirinaios Michelakis
Daisy Zhe Wang
Minos Garofalakis
Joseph M. Hellerstein
pp. 501-506
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Representing Tuple and Attribute Uncertainty in Probabilistic Databases
(Abstract)
Prithviraj Sen
Amol Deshpande
Lise Getoor
pp. 507-512
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Targeting Input Data for Acoustic Bird Species Recognition Using Data Mining and HMMs
(Abstract)
Erika Vilches
Iv?n A. Escobar
Edgar E. Vallejo
Charles E. Taylor
pp. 513-518
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Incremental Integration of Probabilistic Models Learned from Data
(Abstract)
Jian Xu
Pedrito Maynard-Zhang
Jianhua Chen
pp. 519-526
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Data Streaming Mining and Management
Incremental Quantization for Aging Data Streams
(Abstract)
Fatih Altiparmak
David Chiu
Hakan Ferhatosmanoglu
pp. 527-532
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Hierarchical Classifier Combination and Its Application in Networks Intrusion Detection
(Abstract)
Morteza Analoui
Behrouz Minaei Bidgoli
Mohammad Hossein Rezvani
pp. 533-538
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An Approach for Incremental Semi-supervised SVM
(Abstract)
Wael Emara
Mehmed Kantardzic Marcel Karnstedt
Kai-Uwe Sattler
Dirk Habich
Wolfgang Lehner
pp. 539-544
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Sequential Change Detection on Data Streams
(Abstract)
S. Muthukrishnan
Eric van den Berg
Yihua Wu
pp. 551-550
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Optimal Window Change Detection
(Abstract)
Jan Peter Patist
pp. 557-562
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High-Speed Identification of Language and Script
(Abstract)
Alan Ratner
Ron Loui
pp. 563-568
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Infrequent Item Mining in Multiple Data Streams
(Abstract)
Budhaditya Saha
Mihai Lazarescu
Svetha Venkatesh
pp. 569-574
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Stream Event Detection: A Unified Framework for Mining Outlier, Change and Burst Simultaneously over Data Stream
(Abstract)
Zhijian Yuan
Kai Du
Yan Jia
Jiajia Miao
pp. 575-580
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Toward Behavioral Modeling of a Grid System: Mining the Logging and Bookkeeping Files
(Abstract)
Xiangliang Zhang
Mich?le Sebag
C?cile Germain
pp. 581-588
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Space-Time Interpolation and Uncertainty Assessment of an Extreme Precipitation Index Using Geostatistical Cosimulation
(Abstract)
Ana Cristina Costa
Am?lcar Soares
pp. 589-594
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On Regional Association Rule Scoping
(Abstract)
Wei Ding
Christoph F. Eick
Xiaojing Yuan
Jing Wang
Jean-Philippe Nicot
pp. 595-600
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A Compact Representation of Spatio-Temporal Data
(Abstract)
Sigal Elnekave
Mark Last
Oded Maimon
pp. 601-606
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Modeling Fundamental Geo-Raster Operations with Array Algebra
(Abstract)
Angelica Garcia Gutierrez
Peter Baumann
pp. 607-612
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Pattern Mining as Abduction: From Snapshots to Spatio-Temporal Sequential Patterns
(Abstract)
Shyamanta M. Hazarika
pp. 613-618
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Query Expansion Using Topic and Location
(Abstract)
Shu Huang
Qiankun Zhao
Prasenjit Mitra
C. Lee Giles
pp. 619-624
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Knowledge Discovery in Entity Based Smart Environment Resident Data Using Temporal Relation Based Data Mining
(Abstract)
Vikramaditya R. Jakkula
Aaron S. Crandall
Diane J. Cook
pp. 625-630
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Space-Time Summarization of Multisensor Time Series. Case of Missing Data
(Abstract)
Marc Joliveau
Florian De Vuyst
pp. 631-636
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Spatial Clustering Using the Likelihood Function
(Abstract)
April Kerby
David Marx
Ashok Samal
Viacheslav Adamchuck
pp. 637-642
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Diagnosing Similarity of Oscillation Trends in Time Series
(Abstract)
Leonardo E. Mariote
Claudia Bauzer Medeiros
Ickjai Lee
pp. 643-648
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Formulating, Identifying and Analyzing Individual Spatial Knowledge
(Abstract)
Falko Schmid
pp. 655-660
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Using Statistics and Spatial Data Mining to Study Land Cover in Wyoming :Can We Predict Vegetation Types from Environmental Variables?
(Abstract)
ZongBo Shang
Jeffery D. Hamerlinck
pp. 661-666
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The Vegetation Outlook (VegOut): A New Tool for Providing Outlooks of General Vegetation Conditions Using Data Mining Techniques
(Abstract)
Tsegaye Tadesse
Brian Wardlow
pp. 667-672
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A Hybrid Classification Scheme for Mining Multisource Geospatial Data
(Abstract)
Ranga Raju Vatsavai
Budhendra Bhaduri
pp. 673-678
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Fast Mining of Complex Spatial Co-location Patterns Using GLIMIT
(Abstract)
Florian Verhein
Ghazi Al-Naymat
pp. 679-684
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Spatio-Temporal Analysis of the Relationship between South American Precipitation Extremes and the El Ni?o Southern Oscillation
(Abstract)
Elizabeth Wu
Sanjay Chawla
pp. 685-692
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Privacy Aspects of Data Mining
Hiding Sensitive Trajectory Patterns
(Abstract)
Osman Abul
Maurizio Atzori
Francesco Bonchi
Fosca Giannotti
pp. 693-698
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Privacy-Preserving k-NN for Small and Large Data Sets
(Abstract)
Artak Amirbekyan
Vladimir Estivill-Castro
pp. 699-704
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A Secure Clustering Algorithm for Distributed Data Streams
(Abstract)
Geetha Jagannathan
Krishnan Pillaipakkamnatt
D. Umano
pp. 705-710
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Private Inference Control for Aggregate Database Queries
(Abstract)
Geetha Jagannathan
Rebecca N. Wright
pp. 711-716
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Privacy-Preserving Data Mining Applications in the Malicious Model
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Murat Kantarcioglu
Onur Kardes
pp. 717-722
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Secure Logistic Regression of Horizontally and Vertically Partitioned Distributed Databases
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Aleksandra B. Slavkovic
Yuval Nardi
Matthew M. Tibbits
pp. 723-728
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Simultaneous Pattern and Data Hiding in Unsupervised Learning
(Abstract)
Jie Wang
Jun Zhang
Lian Liu
Dianwei Han
pp. 729-734
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Author Index
Author Index
(PDF)
pp. 735
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