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2008 IEEE International Conference on Data Mining Workshops

Dec. 15 2008 to Dec. 19 2008

ISBN: 978-0-7695-3503-6

Table of Contents

Papers
Conference organizersFreely available from IEEE.pp. xiv
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[Copyright notice]Freely available from IEEE.pp. iv
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Table of contentsFreely available from IEEE.pp. v-xii
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DDDM 2008 Message and CommitteeFreely available from IEEE.pp. xvii-xix
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MCD 2008 Message and CommitteeFreely available from IEEE.pp. xx-xxii
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HPDM 2008 Message and CommitteesFreely available from IEEE.pp. xxvii-xxix
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FDM 2008 Message and CommitteeFreely available from IEEE.pp. xxx-xxxii
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DMDM 2008 Message and CommitteeFreely available from IEEE.pp. xxxv-xxxvii
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ADN 2008 Message and CommitteeFreely available from IEEE.pp. xli-xlii
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Title Page iFreely available from IEEE.pp. i
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Title Page iiiFreely available from IEEE.pp. iii
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PrefaceFreely available from IEEE.pp. xiii
Region Classification with Decision TreesFull-text access may be available. Sign in or learn about subscription options.pp. 53-59
by J. van Prehn, E. N. Smirnov
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RIKD 2008 Message and CommitteeFreely available from IEEE.pp. xv-xvi
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SSTDM 2008 Message and CommitteesFreely available from IEEE.pp. xxiii-xxvi
Parameter Tuning for Differential Mining of String PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 77-86
by Jérémy Besson, Christophe Rigotti, Ieva Mitašiunaite, Jean-François Boulicaut
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SADM 2008 Message and CommitteeFreely available from IEEE.pp. xxxiii-xxxiv
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VM 2008 Message and CommitteeFreely available from IEEE.pp. xxxviii-xl
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Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule SetsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Hidenao Abe, Shusaku Tsumoto
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Comparing Reliability of Association Rules and OLAP Statistical TestsFull-text access may be available. Sign in or learn about subscription options.pp. 8-17
by Zhibo Chen, Carlos Ordonez, Kai Zhao
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Research on Methodology of Classification Mining for Tumor MarkersFull-text access may be available. Sign in or learn about subscription options.pp. 18-26
by Wei Jiang, Min Yao, Jiekai Yu
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Wavelet-Based Data Perturbation for Simultaneous Privacy-Preserving and Statistics-PreservingFull-text access may be available. Sign in or learn about subscription options.pp. 27-35
by Lian Liu, Jie Wang, Jun Zhang
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Online Reliability Estimates for Individual Predictions in Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 36-45
by Pedro Pereira Rodrigues, João Gama, Zoran Bosnic
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A Comparative Study of Data Sampling and Cost Sensitive LearningFull-text access may be available. Sign in or learn about subscription options.pp. 46-52
by Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano
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A Study on the Reliability of Case-Based Reasoning SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 60-68
by Ke Wang, James N. K. Liu, Wei-min Ma
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A Case Study on Classification ReliabilityFull-text access may be available. Sign in or learn about subscription options.pp. 69-73
by Honghua Dai
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Domain Driven Data Mining (D3M)Full-text access may be available. Sign in or learn about subscription options.pp. 74-76
by Longbing Cao
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Behavior Informatics and Analytics: Let Behavior TalkFull-text access may be available. Sign in or learn about subscription options.pp. 87-96
by Longbing Cao
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Scoring Models for Insurance Risk Sharing Pool OpimizationFull-text access may be available. Sign in or learn about subscription options.pp. 97-105
by Nicolas Chapados, Charles Dugas, Pascal Vincent, Réjean Ducharme
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TransRank: A Novel Algorithm for Transfer of Rank LearningFull-text access may be available. Sign in or learn about subscription options.pp. 106-115
by Depin Chen, Jun Yan, Gang Wang, Yan Xiong, Weiguo Fan, Zheng Chen
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One-Class Classification of Text Streams with Concept DriftFull-text access may be available. Sign in or learn about subscription options.pp. 116-125
by Yang Zhang, Xue Li, Maria Orlowska
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Post-Processing of Discovered Association Rules Using OntologiesFull-text access may be available. Sign in or learn about subscription options.pp. 126-133
by Claudia Marinica, Fabrice Guillet, Henri Briand
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Food Sales Prediction: "If Only It Knew What We Know"Full-text access may be available. Sign in or learn about subscription options.pp. 134-143
by Patrick Meulstee, Mykola Pechenizkiy
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Discovering Implicit Redundancies in Network Communications for Detecting Inconsistent ValuesFull-text access may be available. Sign in or learn about subscription options.pp. 144-153
by Bogdan Tomoyuki Nassu, Takashi Nanya, Hiroshi Nakamura
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Actionable Knowledge Discovery for Threats Intelligence Support Using a Multi-dimensional Data Mining MethodologyFull-text access may be available. Sign in or learn about subscription options.pp. 154-163
by Olivier Thonnard, Marc Dacier
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Identification of Causal Variables for Building Energy Fault Detection by Semi-supervised LDA and Decision Boundary AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 164-173
by Keigo Yoshida, Minoru Inui, Takehisa Yairi, Kazuo Machida, Masaki Shioya, Yoshio Masukawa
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Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 174-183
by Anat Almog, Jacob Goldberger, Yuval Shavitt
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Hierarchical Text Categorization in a Transductive SettingFull-text access may be available. Sign in or learn about subscription options.pp. 184-191
by Michelangelo Ceci
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Towards Combining Structured Pattern Mining and Graph KernelsFull-text access may be available. Sign in or learn about subscription options.pp. 192-201
by Fabrizio Costa, Björn Bringmann
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k-Nearest Neighbor Classification on First-Order Logic DescriptionsFull-text access may be available. Sign in or learn about subscription options.pp. 202-210
by S. Ferilli, M. Biba, T. M. A. Basile, N. Di Mauro, F. Esposito
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Semi-supervised Collaborative Clustering with Partial Background KnowledgeFull-text access may be available. Sign in or learn about subscription options.pp. 211-217
by Germain Forestier, Cédric Wemmert, Pierre Gan
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Mining Temporal Patterns with Quantitative IntervalsFull-text access may be available. Sign in or learn about subscription options.pp. 218-227
by Thomas Guyet, René Quiniou
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Plant Protein Localization Using Discriminative and Frequent Partition-Based SubsequencesFull-text access may be available. Sign in or learn about subscription options.pp. 228-237
by S. Vahid Jazayeri, Osmar R. Za
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Clustering Events on Streams Using Complex Context InformationFull-text access may be available. Sign in or learn about subscription options.pp. 238-247
by YongChul Kwon, Wing Yee Lee, Magdalena Balazinska, Guiping Xu
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Discovering Triggering Events from Longitudinal DataFull-text access may be available. Sign in or learn about subscription options.pp. 248-256
by Corrado Loglisci, Donato Malerba
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Extension of Partitional Clustering Methods for Handling Mixed DataFull-text access may be available. Sign in or learn about subscription options.pp. 257-266
by Yosr Naija, Salem Chakhar, Kaouther Blibech, Riadh Robbana
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Word Sense Discovery for Web Information RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 267-274
by Tomasz Nykiel, Henryk Rybinski
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Mining Correlated Pairs of Patterns in Multidimensional Structured DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 275-282
by Tomonobu Ozaki, Takenao Ohkawa
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Association Action RulesFull-text access may be available. Sign in or learn about subscription options.pp. 283-290
by Zbigniew W. Ras, Agnieszka Dardzinska, Li-Shiang Tsay, Hanna Wasyluk
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Multiple-Instance Regression with Structured DataFull-text access may be available. Sign in or learn about subscription options.pp. 291-300
by Kiri L. Wagstaff, Terran Lane, Alex Roper
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Discovery of Internal and External Hyperclique Patterns in Complex Graph DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 301-309
by Tsubasa Yamamoto, Tomonobu Ozaki, Takenao Ohkawa
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Harmonic Blind Sound Source Isolation Enhanced by Spectrum ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 310-319
by Xin Zhang, Wenxin Jiang, Zbigniew W. Ras
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A Spatio-temporal Simulation Model for Movement Data GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 320-325
by D. Alberg, M. Last, S. Elnekave
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Geographic Knowledge Discovery in INGENS: An Inductive Database PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 326-331
by Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi
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Enriching Spatial OLAP with Map Generalization: a Conceptual Multidimensional ModelFull-text access may be available. Sign in or learn about subscription options.pp. 332-341
by Sandro Bimonte, Jérôme Gensel, Michela Bertolotto
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Risk Assessment of Atmospheric Hazard Releases Using K-Means ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 342-348
by Guido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi
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A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time SeriesFull-text access may be available. Sign in or learn about subscription options.pp. 349-358
by Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven Klooster
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Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 359-368
by Matthew W. Collier, Amy McGovern
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Standards-Based Coastal Sensor WebFull-text access may be available. Sign in or learn about subscription options.pp. 369-374
by Surya S. Durbha, Roger L. King, Nicolas H. Younan, Santosh A. Rajender, Shruthi Bheemireddy
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Detection and Exploration of Outlier Regions in Sensor Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 375-384
by Conny Franke, Michael Gertz
Stream-Close: Fast Mining of Closed Frequent Itemsets in High Speed Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 516-525
by B.N. Ranganath, M. Narasimha Murty
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Data Mining for Climate Change and ImpactsFull-text access may be available. Sign in or learn about subscription options.pp. 385-394
by Auroop R Ganguly, Karsten Steinhaeuser
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RE-SPaM: Using Regular Expressions for Sequential Pattern Mining in Trajectory DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 395-398
by Leticia I. Gómez, Alejandro A. Vaisman
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Incremental Maintenance of Discovered Spatial Colocation PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 399-407
by Jiangfeng He, Qinming He, Feng Qian, Qi Chen
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Speeding up Array Query Processing by Just-In-Time CompilationFull-text access may be available. Sign in or learn about subscription options.pp. 408-413
by Constantin Jucovschi, Peter Baumann, Sorin Stancu-Mara
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Extraction of Discriminative Features from Hyperspectral DataFull-text access may be available. Sign in or learn about subscription options.pp. 414-419
by Habil Kalkan, Yasemin Yardimci
Co-training by Committee: A New Semi-supervised Learning FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 563-572
by Mohamed Farouk Abdel Hady, Friedhelm Schwenker
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Scalable Sparse Bayesian Network Learning for Spatial ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 420-425
by Thomas Liebig, Christine K, Michael May
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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 TexasFull-text access may be available. Sign in or learn about subscription options.pp. 426-435
by Bert Little, Michael Schucking, Brandon Gartrell, Bing Chen, Kenton Ross, Rodney McKellip
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Web Query Prediction by Unifying ModelFull-text access may be available. Sign in or learn about subscription options.pp. 436-441
by Ning Liu, Jun Yan, Shuicheng Yan, Weiguo Fan, Zheng Chen
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A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency PredictionsFull-text access may be available. Sign in or learn about subscription options.pp. 442-447
by Michael May, Dirk Hecker, Christine Körner, Simon Scheider, Daniel Schulz
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Detecting and Tracking Spatio-temporal Clusters with Adaptive History FilteringFull-text access may be available. Sign in or learn about subscription options.pp. 448-457
by James Rosswog, Kanad Ghose
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A Semi-supervised Learning Algorithm for Recognizing Sub-classesFull-text access may be available. Sign in or learn about subscription options.pp. 458-467
by Ranga Raju Vatsavai, Shashi Shekhar, Budhendra Bhaduri
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Mining Unstructured Text at Gigabyte per Second SpeedsFull-text access may be available. Sign in or learn about subscription options.pp. 468-476
by Alan Ratner
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Chi-Square Test Based Decision Trees Induction in Distributed EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 477-485
by Jie Ouyang, Nilesh Patel, Ishwar K. Sethi
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Distributed Data Mining Models as Services on the GridFull-text access may be available. Sign in or learn about subscription options.pp. 486-495
by Eugenio Cesario, Domenico Talia
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Service Oriented KDD: A Framework for Grid Data Mining WorkflowsFull-text access may be available. Sign in or learn about subscription options.pp. 496-505
by Marco Lackovic, Domenico Talia, Paolo Trunfio
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Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIAFull-text access may be available. Sign in or learn about subscription options.pp. 506-515
by Christoph Weyerhaeuser, Tobias Mindnich, Franz Faerber, Wolfgang Lehner
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Parallel Hierarchical Clustering on Market Basket DataFull-text access may be available. Sign in or learn about subscription options.pp. 526-532
by Baoying Wang, Qin Ding, Imad Rahal
Text Knowledge Mining: An Alternative to Text Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 664-672
by D. Sánchez, M.J. Martín-Bautista, I. Blanco, C. Justicia de la Torre
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Efficient Distance Computation Using SQL Queries and UDFsFull-text access may be available. Sign in or learn about subscription options.pp. 533-542
by Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado
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Distributed Linear Programming and Resource Management for Data Mining in Distributed EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 543-552
by Haimonti Dutta, Hillol Kargupta
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Investigation of Various Matrix Factorization Methods for Large Recommender SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 553-562
by Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
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Rules Extraction from Multiple Decisions Ordered Information TablesFull-text access may be available. Sign in or learn about subscription options.pp. 573-582
by Bin Shen, Min Yao, Zhaohui Wu
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An Efficient Sequential Pattern Mining Algorithm Based on the 2-Sequence MatrixFull-text access may be available. Sign in or learn about subscription options.pp. 583-591
by Chia-Ying Hsieh, Don-Lin Yang, Jungpin Wu
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Mining Allocating Patterns in One-Sum Weighted ItemsFull-text access may be available. Sign in or learn about subscription options.pp. 592-598
by Yanbo J. Wang, Xinwei Zheng, Frans Coenen, Cindy Y. Li
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Remarks to Logical Aspects of Measures of Interestingness of Association RulesFull-text access may be available. Sign in or learn about subscription options.pp. 599-608
by Jan Rauch
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Bounding and Estimating Association Rule Support from Clusters on Binary DataFull-text access may be available. Sign in or learn about subscription options.pp. 609-618
by Carlos Ordonez, Kai Zhao, Zhibo Chen
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Reclassification RulesFull-text access may be available. Sign in or learn about subscription options.pp. 619-627
by Li-Shiang Tsay, Zbigniew W. Ras, Seunghyun Im
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A Logical Formulation of the Granular Data ModelFull-text access may be available. Sign in or learn about subscription options.pp. 628-634
by Tuan-Fang Fan, Churn-Jung Liau, Tsau-Young (T. Y.) Lin, Karen Lee
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Multilayer Change-Point Detection on Stock Order Flows by Wavelet TransformationFull-text access may be available. Sign in or learn about subscription options.pp. 635-642
by Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang
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Statistical Independence and Contingency MatrixFull-text access may be available. Sign in or learn about subscription options.pp. 643-648
by Shusaku Tsumoto, Shoji Hirano
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An FUSP-Tree Maintenance Algorithm for Record ModificationFull-text access may be available. Sign in or learn about subscription options.pp. 649-653
by Chun-Wei Lin, Tzung-Pei Hong, Wen-Hsiang Lu, Hsin-Yi Chen
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Hunting for Coherent Co-clusters in High Dimensional and Noisy DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 654-663
by Meghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit Dhillon
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Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 673-681
by Andrew Foss, Osmar R. Zaïane
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An Adaptive Pre-filtering Technique for Error-Reduction Sampling in Active LearningFull-text access may be available. Sign in or learn about subscription options.pp. 682-691
by Michael Davy, Saturnino Luz
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ARUBAS: An Association Rule Based Similarity Framework for Associative ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 692-699
by Benoît Depaire, Koen Vanhoof, Geert Wets
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ZCS Revisited: Zeroth-Level Classifier Systems for Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 700-709
by Fani A. Tzima, Pericles A. Mitkas
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A New Graph-Based Algorithm for Clustering DocumentsFull-text access may be available. Sign in or learn about subscription options.pp. 710-719
by Airel Pérez Suárez, José Fco. Mart Trinidad, Jesús Ariel Carrasco Ochoa, José E. Medina Pagola
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The Set Classification Problem and Solution MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 720-729
by Xia Ning, George Karypis
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