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Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)

Oct. 28 2007 to Oct. 31 2007

Omaha, NE

Table of Contents

Seventh IEEE International Conference on Data Mining Workshops - CoverFull-text access may be available. Sign in or learn about subscription options.pp. c1-c1
Seventh IEEE International Conference on Data Mining Workshops - TitleFull-text access may be available. Sign in or learn about subscription options.pp. i-iii
by G. Jagannathan, R.N. Wright
Seventh IEEE International Conference on Data Mining Workshops - CopyrightFreely available from IEEE.
Seventh IEEE International Conference on Data Mining Workshops - Table of contentsFreely available from IEEE.
Introduction
Welcome Message from the Conference ChairsFreely available from IEEE.pp. xiii
Introduction
PrefaceFull-text access may be available. Sign in or learn about subscription options.pp. xiv
A Comparative Study of Methods for Transductive Transfer LearningFull-text access may be available. Sign in or learn about subscription options.pp. 77-82
by Andrew Arnold, Ramesh Nallapati, William W. Cohen
Introduction
Workshops and OrganizationsFull-text access may be available. Sign in or learn about subscription options.pp. xvi
Data Mining in Web 2.0 Environments
Ask the Crowd to Find out What's ImportantFull-text access may be available. Sign in or learn about subscription options.pp. 3-8
by Sisay Fissaha Adafre, Maarten de Rijke
Data Mining in Web 2.0 Environments
Aspect Summarization from Blogsphere for Social StudyFull-text access may be available. Sign in or learn about subscription options.pp. 9-14
by Chia-Hui Chang, Kun-Chang Tsai
Data Mining in Web 2.0 Environments
FiVaTech: Page-Level Web Data Extraction from Template PagesFull-text access may be available. Sign in or learn about subscription options.pp. 15-20
by Mohammed Kayed, Chia-Hui Chang, Khaled Shaalan, Moheb Ramzy Girgis
Data Mining in Web 2.0 Environments
SOPS: Stock Prediction Using Web SentimentFull-text access may be available. Sign in or learn about subscription options.pp. 21-26
by Vivek Sehgal, Charles Song
Data Mining in Web 2.0 Environments
HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 27-32
by Haizheng Zhang, Wei Li, Xuerui Wang, C. Lee Giles, Henry C. Foley, John Yen
Data Mining in Web 2.0 Environments
Extracting Author Meta-Data from Web Using Visual FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 33-40
by Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles
Knowledge Discovery from Multimedia Data and Multimedia Applications
Automatic Generation of Traditional Style Painting by Using Density-Based Color ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 41-44
by Guangyan Huang, Zhiming Ding, Jing He
Knowledge Discovery from Multimedia Data and Multimedia Applications
Semi-Automatic Semantic Annotation of ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 45-50
by Suzanne Little, Ovidio Salvetti, Petra Perner
Knowledge Discovery from Multimedia Data and Multimedia Applications
Bit Sequences and Biclustering of Text DocumentsFull-text access may be available. Sign in or learn about subscription options.pp. 51-56
by Selim Mimaroglu, Kuniaki Uehara
Knowledge Discovery from Multimedia Data and Multimedia Applications
Tensor Space Learning for Analyzing Activity Patterns from Video SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 63-68
by Liang Wang, Christopher Leckie, Xiaozhe Wang, Ramamohanarao Kotagiri, and Jim Bezdek
Automatically Finding Images for Clinical Decision SupportFull-text access may be available. Sign in or learn about subscription options.pp. 139-144
by Dina Demner-Fushman, Sameer Antani, George R. Thoma
Knowledge Discovery from Multimedia Data and Multimedia Applications
Adapting SVM Classifiers to Data with Shifted DistributionsFull-text access may be available. Sign in or learn about subscription options.pp. 69-76
by Jun Yang, Rong Yan, Alexander G. Hauptmann
Mining and Management of Biological Data
Assessing Reliability of Protein-Protein Interactions by Semantic Data IntegrationFull-text access may be available. Sign in or learn about subscription options.pp. 83-88
by Young-Rae Cho, Woochang Hwang, Aidong Zhang
Mining and Management of Biological Data
Characterizing RNA Secondary-Structure Features and Their Effects on Splice-Site PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 89-94
by Rezarta Islamaj Dogan, Lise Getoor, W. John Wilbur
Mining and Management of Biological Data
Statistical Approaches to Identifying Androgen Response ElementsFull-text access may be available. Sign in or learn about subscription options.pp. 95-100
by Li Li, Steffen Heber, Qiang Zhang, Melvin E. Andersen
Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients' Lactobacillus Therapy by Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 175-180
by Kimiko Matsuoka, Shigeki Yokoyama, Kumitomo Watanabe, Shusaku Tsumoto
Mining and Management of Biological Data
Mapping Gene/Protein Names in Free Text to Biomedical DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 101-106
by Hongfang Liu, Manabu Torii, Zhang-zhi Hu, Cathy Wu
Mining and Management of Biological Data
A Content Based Pattern Analysis System for a Biological Specimen CollectionFull-text access may be available. Sign in or learn about subscription options.pp. 107-112
by Joyita Mallik, Ashok Samal, Scott L. Gardner
Mining and Management of Biological Data
Discovering Gene Expression Data from the Tables of Full Text PublicationsFull-text access may be available. Sign in or learn about subscription options.pp. 113-118
by Brigitte Mathiak, Andreas Kupfer, Carolina Rio Bartulos, Tatjana Scope, Johann Weiland, Silke Eckstein
Mining and Management of Biological Data
Modeling and Management of Signal Transduction Pathways with Live Sequence ChartsFull-text access may be available. Sign in or learn about subscription options.pp. 119-126
by Claudia T?ubner, Brigitte Mathiak, Silke Eckstein
Data Mining in Medicine
Developing an Integrated Time-Series Data Mining Environment for Medical Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 127-132
by Hidenao Abe, Hideto Yokoi, Miho Ohsaki, Takahira Yamaguchi
Data Mining in Medicine
Time-Annotated Sequences for Medical Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 133-138
by Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini
Data Mining in Medicine
Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory ExaminationsFull-text access may be available. Sign in or learn about subscription options.pp. 151-156
by Shoji Hirano, Shusaku Tsumoto
Data Mining in Medicine
Predictive Data Mining for Lung Nodule InterpretationFull-text access may be available. Sign in or learn about subscription options.pp. 157-162
by William Horsthemke, Ekarin Varutbangkul, Daniela Raicu, Jacob Furst
Data Mining in Medicine
Predictive Data Mining to Learn Health Vitals of a Resident in a Smart HomeFull-text access may be available. Sign in or learn about subscription options.pp. 163-168
by Vikramaditya Jakkula
Data Mining in Medicine
Utilization of Data-Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance OrganizationFull-text access may be available. Sign in or learn about subscription options.pp. 169-174
by Mark Last, Rafael Carel, Dotan Barak
Data Mining in Medicine
Data Modeling for Content-Based Support Environment Application on Epilepsy Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 181-188
by Mohammad-Reza Siadat, Hamid Soltanian-Zadeh, Farshad Fotouhi, Ameen Eetemadi, and Kost Elisevich
Optimization-Based Data Mining Techniques with Applications
Data Clustering with a Relational Push-Pull ModelFull-text access may be available. Sign in or learn about subscription options.pp. 189-194
by Adam Anthony, Marie desJardins
Optimization-Based Data Mining Techniques with Applications
Learning What Makes a Society TickFull-text access may be available. Sign in or learn about subscription options.pp. 195-200
by Hung-Ching Chen, Mark Goldberg, Malik Magdon-Ismail, William A. Wallace
Optimization-Based Data Mining Techniques with Applications
Distance Metric Learning through Optimization of RankingFull-text access may be available. Sign in or learn about subscription options.pp. 201-206
by Kreshna Gopal, Thomas R. Ioerger
Optimization-Based Data Mining Techniques with Applications
Using Data Mining to Estimate Missing Sensor DataFull-text access may be available. Sign in or learn about subscription options.pp. 207-212
by Le Gruenwald, Hamed Chok, Mazen Aboukhamis
Optimization-Based Data Mining Techniques with Applications
Cluster Analysis and Optimization in Color-Based Clustering for Image AbstractFull-text access may be available. Sign in or learn about subscription options.pp. 213-218
by Jing He, Guangyan Huang, Yanchun Zhang, Yong Shi
Optimization-Based Data Mining Techniques with Applications
Predicting and Optimizing Classifier Utility with the Power LawFull-text access may be available. Sign in or learn about subscription options.pp. 219-224
by Mark Last
Optimization-Based Data Mining Techniques with Applications
Mining Distance-Based Outliers from Categorical DataFull-text access may be available. Sign in or learn about subscription options.pp. 225-230
by Shuxin Li, Robert Lee, Sheau-Dong Lang
Optimization-Based Data Mining Techniques with Applications
Feature Selection for Nonlinear Kernel Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 231-236
by Olvi L. Mangasarian, Gang Kou
Optimization-Based Data Mining Techniques with Applications
Physical Analysis of Precipitation Factors Based on SVM MethodFull-text access may be available. Sign in or learn about subscription options.pp. 243-246
by Xiong Qiufen, Gao Jie, Liu Huanzhu, Shao Mingxuan
Optimization-Based Data Mining Techniques with Applications
An Efficient Fitness Assignment Based on Dominating TreeFull-text access may be available. Sign in or learn about subscription options.pp. 247-252
by Chuan Shi, Zhongzhi Shi, Bin Wu
Optimization-Based Data Mining Techniques with Applications
A Regularized Multiple Criteria Linear Program for ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 253-258
by Yong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang
Optimization-Based Data Mining Techniques with Applications
Dual Fuzzy-Possibilistic Co-clustering for Document CategorizationFull-text access may be available. Sign in or learn about subscription options.pp. 259-264
by William-Chandra Tjhi, Lihui Chen
Optimization-Based Data Mining Techniques with Applications
Generalized Additive Models from a Neural Network PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 265-270
by D. A. de Waal, J. V. du Toit
Optimization-Based Data Mining Techniques with Applications
A Novel Rule Weighting Approach in Classification Association Rule MiningFull-text access may be available. Sign in or learn about subscription options.pp. 271-276
by Yanbo J. Wang, Qin Xin, Frans Coenen
Optimization-Based Data Mining Techniques with Applications
Semi-supervised Kernel Logistic Regression and Its Extension to Active Learning Based on A-OptimalityFull-text access may be available. Sign in or learn about subscription options.pp. 277-282
by Yasutoshi Yajima, Teppei Sato
Optimization-Based Data Mining Techniques with Applications
Classification with Choquet Integral with Respect to Signed Non-additive MeasureFull-text access may be available. Sign in or learn about subscription options.pp. 283-288
by Nian Yan, Zhenyuan Wang, Zhengxin Chen
Optimization-Based Data Mining Techniques with Applications
Multiple-Criteria Linear Programming for VIP E-Mail Behavior AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 289-296
by Peng Zhang, Jingran Dai
High Performance Data Mining
A Novel Parallel Boolean Approach for Discovering Frequent ItemsetsFull-text access may be available. Sign in or learn about subscription options.pp. 297-302
by Wassim Ayadi, Khedija Arour
High Performance Data Mining
Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorizationFull-text access may be available. Sign in or learn about subscription options.pp. 303-308
by Gang Chen, Fei Wang, Changshui Zhang
High Performance Data Mining
Extracting Knowledge to Predict TSP Asymptotic Time ComplexityFull-text access may be available. Sign in or learn about subscription options.pp. 309-318
by Paula Cecilia Fritzsche, Dolores Rexachs, Emilio Luque
High Performance Data Mining
Twin Kernel Embedding with Back ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 319-324
by Yi Guo, Paul W. Kwan, Junbin Gao
High Performance Data Mining
An Efficient Technique for Mining Approximately Frequent Substring PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 325-330
by Xiaonan Ji, James Bailey
High Performance Data Mining
Robust Unsupervised and Semisupervised Bounded C-Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 331-336
by Zhao Kun, Tian Ying-jie, Deng Nai-yang Hiroshi Kuwajima, Takashi Washio
High Performance Data Mining
Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 343-348
by Ramesh Nallapati, Amr Ahmed, William Cohen, Eric Xing
High Performance Data Mining
Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and ScalabilityFull-text access may be available. Sign in or learn about subscription options.pp. 349-354
by Ramesh Nallapati, William Cohen, John Lafferty
High Performance Data Mining
WC-Clustering: Hierarchical Clustering Using the Weighted Confidence Affinity MeasureFull-text access may be available. Sign in or learn about subscription options.pp. 355-360
by Baoying Wang, Imad Rahal
High Performance Data Mining
Semi-supervised Clustering Using Bayesian RegularizationFull-text access may be available. Sign in or learn about subscription options.pp. 361-366
by Zuobing Xu, Ram Akella, Mike Ching, Renjie Tang
High Performance Data Mining
Experimental Comparison of Feature Subset Selection MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 367-372
by Chulmin Yun, Jihoon Yang
High Performance Data Mining
Utility-Based Web Path Traversal Pattern MiningFull-text access may be available. Sign in or learn about subscription options.pp. 373-380
by Lin Zhou, Ying Liu, Jing Wang, Yong Shi
Mining Graphs and Complex Structures
Combining Collective Classification and Link PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 381-386
by Mustafa Bilgic, Galileo Mark Namata, Lise Getoor
Mining Graphs and Complex Structures
Simultaneous Heterogeneous Data Clustering Based on Higher Order RelationshipsFull-text access may be available. Sign in or learn about subscription options.pp. 387-392
by Shouchun Chen, Fei Wang, Changshui Zhang
Mining Graphs and Complex Structures
Discovering Structural Anomalies in Graph-Based DataFull-text access may be available. Sign in or learn about subscription options.pp. 393-398
by William Eberle, Lawrence Holder
Mining Graphs and Complex Structures
Subgraph Support in a Single Large GraphFull-text access may be available. Sign in or learn about subscription options.pp. 399-404
by Mathias Fiedler, Christian Borgelt
Mining Graphs and Complex Structures
Tree Planar LanguagesFull-text access may be available. Sign in or learn about subscription options.pp. 405-410
by Christophe Costa Flor?ncio
Mining Graphs and Complex Structures
An Examination of Experimental Methodology for Classifiers of Relational DataFull-text access may be available. Sign in or learn about subscription options.pp. 411-416
by Brian Gallagher, Tina Eliassi-Rad
Mining Graphs and Complex Structures
GDClust: A Graph-Based Document Clustering TechniqueFull-text access may be available. Sign in or learn about subscription options.pp. 417-422
by M. Shahriar Hossain, Rafal A. Angryk
Mining Graphs and Complex Structures
Learning Term Dependency Links Using Information Theoretic Inclusion MeasureFull-text access may be available. Sign in or learn about subscription options.pp. 423-428
by Masoud Makrehchi, Mohamed S. Kamel
Mining Graphs and Complex Structures
Exploiting Network Structure for Active Inference in Collective ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 429-434
by Matthew J. Rattigan, Marc Maier, David Jensen
Mining Graphs and Complex Structures
Resume Mining of Communities in Social NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 435-440
by Bin Wu, Xin Pei, JianBin Tan, Yi Wang
Mining Graphs and Complex Structures
A Divisive Hierarchical Structural Clustering Algorithm for NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 441-448
by Nurcan Yuruk, Mutlu Mete, Xiaowei Xu, Thomas A. J. Schweiger
Data Mining on Uncertain Data
Counterpropagation Neural Network for Stochastic Conditional Simulation: An Application with Berea SandstoneFull-text access may be available. Sign in or learn about subscription options.pp. 449-454
by Lance E. Besaw, Donna M. Rizzo
Data Mining on Uncertain Data
Genre Categorization of Web PagesFull-text access may be available. Sign in or learn about subscription options.pp. 455-464
by Jebari Chaker, Ounelli Habib
Data Mining on Uncertain Data
Segmenting Multi-attribute Sequences Using Dynamic Bayesian NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 465-470
by Robert Gwadera, Janne Toivola, Jaakko Hollm?
Data Mining on Uncertain Data
Error-Aware Density-Based Clustering of Imprecise Measurement ValuesFull-text access may be available. Sign in or learn about subscription options.pp. 471-476
by Dirk Habich, Peter B. Volk, Wolfgang Lehner, Ralf Dittmann, Clemens Utzny
Sequential Change Detection on Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 551-550
by S. Muthukrishnan, Eric van den Berg, Yihua Wu
Data Mining on Uncertain Data
Skewed Class Distributions and Mislabeled ExamplesFull-text access may be available. Sign in or learn about subscription options.pp. 477-482
by Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano
Data Mining on Uncertain Data
Reducing UK-Means to K-MeansFull-text access may be available. Sign in or learn about subscription options.pp. 483-488
by S. D. Lee, Ben Kao, Reynold Cheng
Data Mining on Uncertain Data
Efficient Mining of Frequent Patterns from Uncertain DataFull-text access may be available. Sign in or learn about subscription options.pp. 489-494
by Carson Kai-Sang Leung, Christopher L. Carmichael, Boyu Hao
Data Mining on Uncertain Data
A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited DataFull-text access may be available. Sign in or learn about subscription options.pp. 495-500
by Feng Liu, Fengzhan Tian, Qiliang Zhu
Data Mining on Uncertain Data
Granularity Conscious Modeling for Probabilistic DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 501-506
by Eirinaios Michelakis, Daisy Zhe Wang, Minos Garofalakis, Joseph M. Hellerstein
Data Mining on Uncertain Data
Representing Tuple and Attribute Uncertainty in Probabilistic DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 507-512
by Prithviraj Sen, Amol Deshpande, Lise Getoor
Data Mining on Uncertain Data
Targeting Input Data for Acoustic Bird Species Recognition Using Data Mining and HMMsFull-text access may be available. Sign in or learn about subscription options.pp. 513-518
by Erika Vilches, Iv?n A. Escobar, Edgar E. Vallejo, Charles E. Taylor
Data Mining on Uncertain Data
Incremental Integration of Probabilistic Models Learned from DataFull-text access may be available. Sign in or learn about subscription options.pp. 519-526
by Jian Xu, Pedrito Maynard-Zhang, Jianhua Chen
Data Streaming Mining and Management
Incremental Quantization for Aging Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 527-532
by Fatih Altiparmak, David Chiu, Hakan Ferhatosmanoglu
Data Streaming Mining and Management
Hierarchical Classifier Combination and Its Application in Networks Intrusion DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 533-538
by Morteza Analoui, Behrouz Minaei Bidgoli, Mohammad Hossein Rezvani
Data Streaming Mining and Management
An Approach for Incremental Semi-supervised SVMFull-text access may be available. Sign in or learn about subscription options.pp. 539-544
by Wael Emara, Mehmed Kantardzic Marcel Karnstedt, Kai-Uwe Sattler, Dirk Habich, Wolfgang Lehner
Data Streaming Mining and Management
Optimal Window Change DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 557-562
by Jan Peter Patist
Space-Time Summarization of Multisensor Time Series. Case of Missing DataFull-text access may be available. Sign in or learn about subscription options.pp. 631-636
by Marc Joliveau, Florian De Vuyst
Data Streaming Mining and Management
High-Speed Identification of Language and ScriptFull-text access may be available. Sign in or learn about subscription options.pp. 563-568
by Alan Ratner, Ron Loui
Data Streaming Mining and Management
Infrequent Item Mining in Multiple Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 569-574
by Budhaditya Saha, Mihai Lazarescu, Svetha Venkatesh
Data Streaming Mining and Management
Stream Event Detection: A Unified Framework for Mining Outlier, Change and Burst Simultaneously over Data StreamFull-text access may be available. Sign in or learn about subscription options.pp. 575-580
by Zhijian Yuan, Kai Du, Yan Jia, Jiajia Miao
Data Streaming Mining and Management
Toward Behavioral Modeling of a Grid System: Mining the Logging and Bookkeeping FilesFull-text access may be available. Sign in or learn about subscription options.pp. 581-588
by Xiangliang Zhang, Mich?le Sebag, C?cile Germain
Data Streaming Mining and Management
Space-Time Interpolation and Uncertainty Assessment of an Extreme Precipitation Index Using Geostatistical CosimulationFull-text access may be available. Sign in or learn about subscription options.pp. 589-594
by Ana Cristina Costa, Am?lcar Soares
Data Streaming Mining and Management
On Regional Association Rule ScopingFull-text access may be available. Sign in or learn about subscription options.pp. 595-600
by Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot
Data Streaming Mining and Management
A Compact Representation of Spatio-Temporal DataFull-text access may be available. Sign in or learn about subscription options.pp. 601-606
by Sigal Elnekave, Mark Last, Oded Maimon
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