Abstract is missing.
- Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule SetsHidenao Abe, Shusaku Tsumoto. 1-7 [doi]
- Comparing Reliability of Association Rules and OLAP Statistical TestsZhibo Chen, Carlos Ordonez, Kai Zhao. 8-17 [doi]
- Research on Methodology of Classification Mining for Tumor MarkersWei Jiang, Min Yao, Jiekai Yu. 18-26 [doi]
- Wavelet-Based Data Perturbation for Simultaneous Privacy-Preserving and Statistics-PreservingLian Liu, Jie Wang, Jun Zhang. 27-35 [doi]
- Online Reliability Estimates for Individual Predictions in Data StreamsPedro Pereira Rodrigues, João Gama, Zoran Bosnic. 36-45 [doi]
- A Comparative Study of Data Sampling and Cost Sensitive LearningChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano. 46-52 [doi]
- Region Classification with Decision TreesJ. van Prehn, Evgueni N. Smirnov. 53-59 [doi]
- A Study on the Reliability of Case-Based Reasoning SystemsKe Wang, James Nga-Kwok Liu, Weimin Ma. 60-68 [doi]
- A Case Study on Classification ReliabilityHonghua Dai. 69-73 [doi]
- Domain Driven Data Mining (D3M)Longbing Cao. 74-76 [doi]
- Parameter Tuning for Differential Mining of String PatternsJérémy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-François Boulicaut. 77-86 [doi]
- Behavior Informatics and Analytics: Let Behavior TalkLongbing Cao. 87-96 [doi]
- Scoring Models for Insurance Risk Sharing Pool OpimizationNicolas Chapados, Charles Dugas, Pascal Vincent, Réjean Ducharme. 97-105 [doi]
- TransRank: A Novel Algorithm for Transfer of Rank LearningDepin Chen, Jun Yan, Gang Wang, Yan Xiong, Weiguo Fan, Zheng Chen. 106-115 [doi]
- One-Class Classification of Text Streams with Concept DriftYang Zhang, Xue Li, Maria E. Orlowska. 116-125 [doi]
- Post-Processing of Discovered Association Rules Using OntologiesClaudia Marinica, Fabrice Guillet, Henri Briand. 126-133 [doi]
- Food Sales Prediction: If Only It Knew What We Know Patrick Meulstee, Mykola Pechenizkiy. 134-143 [doi]
- Discovering Implicit Redundancies in Network Communications for Detecting Inconsistent ValuesBogdan Tomoyuki Nassu, Takashi Nanya, Hiroshi Nakamura. 144-153 [doi]
- Actionable Knowledge Discovery for Threats Intelligence Support Using a Multi-dimensional Data Mining MethodologyOlivier Thonnard, Marc Dacier. 154-163 [doi]
- Identification of Causal Variables for Building Energy Fault Detection by Semi-supervised LDA and Decision Boundary AnalysisKeigo Yoshida, Minoru Inui, Takehisa Yairi, Kazuo Machida, Masaki Shioya, Yoshio Masukawa. 164-173 [doi]
- Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral ClusteringAnat Almog, Jacob Goldberger, Yuval Shavitt. 174-183 [doi]
- Hierarchical Text Categorization in a Transductive SettingMichelangelo Ceci. 184-191 [doi]
- Towards Combining Structured Pattern Mining and Graph KernelsFabrizio Costa, Björn Bringmann. 192-201 [doi]
- k-Nearest Neighbor Classification on First-Order Logic DescriptionsStefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito. 202-210 [doi]
- Semi-supervised Collaborative Clustering with Partial Background KnowledgeGermain Forestier, Cédric Wemmert, Pierre Gançarski. 211-217 [doi]
- Mining Temporal Patterns with Quantitative IntervalsThomas Guyet, Rene Quiniou. 218-227 [doi]
- Plant Protein Localization Using Discriminative and Frequent Partition-Based SubsequencesS. Vahid Jazayeri, Osmar R. Zaïane. 228-237 [doi]
- Clustering Events on Streams Using Complex Context InformationYongChul Kwon, Wing Yee Lee, Magdalena Balazinska, Guiping Xu. 238-247 [doi]
- Discovering Triggering Events from Longitudinal DataCorrado Loglisci, Donato Malerba. 248-256 [doi]
- Extension of Partitional Clustering Methods for Handling Mixed DataYosr Naija, Salem Chakhar, Kaouthar Blibech, Riadh Robbana. 257-266 [doi]
- Word Sense Discovery for Web Information RetrievalTomasz Nykiel, Henryk Rybinski. 267-274 [doi]
- Mining Correlated Pairs of Patterns in Multidimensional Structured DatabasesTomonobu Ozaki, Takenao Ohkawa. 275-282 [doi]
- Association Action RulesZbigniew W. Ras, Agnieszka Dardzinska, Li-Shiang Tsay, Hanna Wasyluk. 283-290 [doi]
- Multiple-Instance Regression with Structured DataKiri L. Wagstaff, Terran Lane, Alex Roper. 291-300 [doi]
- Discovery of Internal and External Hyperclique Patterns in Complex Graph DatabasesTsubasa Yamamoto, Tomonobu Ozaki, Takenao Ohkawa. 301-309 [doi]
- Harmonic Blind Sound Source Isolation Enhanced by Spectrum ClusteringXin Zhang, Wenxin Jiang, Zbigniew W. Ras. 310-319 [doi]
- A Spatio-temporal Simulation Model for Movement Data GenerationDima Alberg, Mark Last, Sigal Elnekave. 320-325 [doi]
- Geographic Knowledge Discovery in INGENS: An Inductive Database PerspectiveAnnalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi. 326-331 [doi]
- Enriching Spatial OLAP with Map Generalization: a Conceptual Multidimensional ModelSandro Bimonte, Jérôme Gensel, Michela Bertolotto. 332-341 [doi]
- Risk Assessment of Atmospheric Hazard Releases Using K-Means ClusteringGuido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi. 342-348 [doi]
- A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time SeriesHaibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster. 349-358 [doi]
- Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector MachinesMatthew W. Collier, Amy McGovern. 359-368 [doi]
- Standards-Based Coastal Sensor WebSurya S. Durbha, Roger L. King, Nicolas H. Younan, Santosh A. Rajender, Shruthi Bheemireddy. 369-374 [doi]
- Detection and Exploration of Outlier Regions in Sensor Data StreamsConny Franke, Michael Gertz. 375-384 [doi]
- Data Mining for Climate Change and ImpactsAuroop R. Ganguly, Karsten Steinhaeuser. 385-394 [doi]
- RE-SPaM: Using Regular Expressions for Sequential Pattern Mining in Trajectory DatabasesLeticia I. Gómez, Alejandro A. Vaisman. 395-398 [doi]
- Incremental Maintenance of Discovered Spatial Colocation PatternsJiangfeng He, Qinming He, Feng Qian, Qi Chen. 399-407 [doi]
- Speeding up Array Query Processing by Just-In-Time CompilationConstantin Jucovschi, Peter Baumann, Sorin Stancu-Mara. 408-413 [doi]
- Extraction of Discriminative Features from Hyperspectral DataHabil Kalkan, Yasemin Yardimci. 414-419 [doi]
- Scalable Sparse Bayesian Network Learning for Spatial ApplicationsThomas Liebig, Christine Körner, Michael May. 420-425 [doi]
- 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 TexasBert Little, Michael Schucking, Brandon Gartrell, Bing Chen, Kenton Ross, Rodney McKellip. 426-435 [doi]
- Web Query Prediction by Unifying ModelNing Liu, Jun Yan, Shuicheng Yan, Weiguo Fan, Zheng Chen. 436-441 [doi]
- A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency PredictionsMichael May, Dirk Hecker, Christine Körner, Simon Scheider, Daniel Schulz. 442-447 [doi]
- Detecting and Tracking Spatio-temporal Clusters with Adaptive History FilteringJames Rosswog, Kanad Ghose. 448-457 [doi]
- A Semi-supervised Learning Algorithm for Recognizing Sub-classesRanga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri. 458-467 [doi]
- Mining Unstructured Text at Gigabyte per Second SpeedsAlan Ratner. 468-476 [doi]
- Chi-Square Test Based Decision Trees Induction in Distributed EnvironmentJie Ouyang, Nilesh Patel, Ishwar K. Sethi. 477-485 [doi]
- Distributed Data Mining Models as Services on the GridEugenio Cesario, Domenico Talia. 486-495 [doi]
- Service Oriented KDD: A Framework for Grid Data Mining WorkflowsMarco Lackovic, Domenico Talia, Paolo Trunfio. 496-505 [doi]
- Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIAChristoph Weyerhaeuser, Tobias Mindnich, Franz Faerber, Wolfgang Lehner. 506-515 [doi]
- Stream-Close: Fast Mining of Closed Frequent Itemsets in High Speed Data StreamsB. N. Ranganath, M. Narasimha Murty. 516-525 [doi]
- Parallel Hierarchical Clustering on Market Basket DataBaoying Wang, Qin Ding, Imad Rahal. 526-532 [doi]
- Efficient Distance Computation Using SQL Queries and UDFsSasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado. 533-542 [doi]
- Distributed Linear Programming and Resource Management for Data Mining in Distributed EnvironmentsHaimonti Dutta, Hillol Kargupta. 543-552 [doi]
- Investigation of Various Matrix Factorization Methods for Large Recommender SystemsGábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk. 553-562 [doi]
- Co-training by Committee: A New Semi-supervised Learning FrameworkMohamed Farouk Abdel Hady, Friedhelm Schwenker. 563-572 [doi]
- Rules Extraction from Multiple Decisions Ordered Information TablesBin Shen, Min Yao, Zhaohui Wu. 573-582 [doi]
- An Efficient Sequential Pattern Mining Algorithm Based on the 2-Sequence MatrixChia-Ying Hsieh, Don-Lin Yang, Jungpin Wu. 583-591 [doi]
- Mining Allocating Patterns in One-Sum Weighted ItemsYanbo J. Wang, Xinwei Zheng, Frans Coenen, Cindy Y. Li. 592-598 [doi]
- Remarks to Logical Aspects of Measures of Interestingness of Association RulesJan Rauch. 599-608 [doi]
- Bounding and Estimating Association Rule Support from Clusters on Binary DataCarlos Ordonez, Kai Zhao, Zhibo Chen. 609-618 [doi]
- Reclassification RulesLi-Shiang Tsay, Zbigniew W. Ras, Seunghyun Im. 619-627 [doi]
- A Logical Formulation of the Granular Data ModelTuan-Fang Fan, Churn-Jung Liau, Tsau Young Lin, Karen Lee. 628-634 [doi]
- Multilayer Change-Point Detection on Stock Order Flows by Wavelet TransformationXiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang. 635-642 [doi]
- Statistical Independence and Contingency MatrixShusaku Tsumoto, Shoji Hirano. 643-648 [doi]
- An FUSP-Tree Maintenance Algorithm for Record ModificationChun-Wei Lin, Tzung-Pei Hong, Wen-Hsiang Lu, Hsin-Yi Chen. 649-653 [doi]
- Hunting for Coherent Co-clusters in High Dimensional and Noisy DatasetsMeghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit S. Dhillon. 654-663 [doi]
- Text Knowledge Mining: An Alternative to Text Data MiningDaniel Sánchez, Maria J. Martín-Bautista, Ignacio Blanco, C. Justicia de la Torre. 664-672 [doi]
- Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining ApplicationsAndrew Foss, Osmar R. Zaïane. 673-681 [doi]
- An Adaptive Pre-filtering Technique for Error-Reduction Sampling in Active LearningMichael Davy, Saturnino Luz. 682-691 [doi]
- ARUBAS: An Association Rule Based Similarity Framework for Associative ClassifiersBenoît Depaire, Koen Vanhoof, Geert Wets. 692-699 [doi]
- ZCS Revisited: Zeroth-Level Classifier Systems for Data MiningFani A. Tzima, Pericles A. Mitkas. 700-709 [doi]
- A New Graph-Based Algorithm for Clustering DocumentsAirel Pérez Suárez, José Fco. Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José E. Medina-Pagola. 710-719 [doi]
- The Set Classification Problem and Solution MethodsXia Ning, George Karypis. 720-729 [doi]
- If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk)Jean-François Boulicaut. 730 [doi]
- Semantic Features for Multi-view Semi-supervised and Active Learning of Text ClassificationShiliang Sun. 731-735 [doi]
- Ontology-Based Protein-Protein Interactions Extraction from Literature Using the Hidden Vector State ModelYulan He, Keiichi Nakata, Deyu Zhou. 736-743 [doi]
- Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web PagesXinghua Li, Xindong Wu, Xuegang Hu, Fei Xie, Zhaozhong Jiang. 744-751 [doi]
- OntoDM: An Ontology of Data MiningPance Panov, Saso Dzeroski, Larisa N. Soldatova. 752-760 [doi]
- Semantic Annotation and Services for KDD Tools Sharing and ReuseClaudia Diamantini, Domenico Potena. 761-770 [doi]
- Exploiting Data Semantics to Discover, Extract, and Model Web SourcesJosé Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman. 771-779 [doi]
- Using Contextual Information to Decrease the Cost of Incorrect Predictions in On-line Customer Behavior ModelingMichele Gorgoglione, Cosimo Palmisano, S. Lombardi. 780-788 [doi]
- Semantic Analysis Method for Unstructured Data in Telecom ServicesMotoi Iwashita, Ken Nishimatsu, Shinsuke Shimogawa. 789-795 [doi]
- Using Contextual Information in Transactional Segmentation: An Empirical Study in E-CommerceM. F. Faraone, Michele Gorgoglione, Cosimo Palmisano. 796-805 [doi]
- Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing DataMeghana Deodhar, Joydeep Ghosh. 806-815 [doi]
- Title-Composing Support System for Reaching New AudiencesYoko Nishihara, Wataru Sunayama. 816-822 [doi]
- Innovation Game as Workplace for Sensing Values in Design and MarketYukio Ohsawa, Yoshiharu Maeno, Akihiro Takaichi, Yoko Nishihara. 823-828 [doi]
- Character String Analysis and Customer Path in Stream DataKatsutoshi Yada. 829-836 [doi]
- Combining Behavioral and Social Network Data for Online AdvertisingAbraham Bagherjeiran, Rajesh Parekh. 837-846 [doi]
- Semantic Concept Learning through Massive Internet Video MiningPeijiang Yuan, Bo Zhang, Jianmin Li. 847-853 [doi]
- Video^M: Multi-video SynopsisTeng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. 854-861 [doi]
- Human Action Recognition by Radon TransformYan Chen, Qiang Wu, Xiangjian He. 862-868 [doi]
- A New Method for Multi-view Face Clustering in Video SequencePanpan Huang, Yunhong Wang, Ming Shao. 869-873 [doi]
- Full-Reference Quality Assessment for Video SummaryTongwei Ren, Yan Liu, Gangshan Wu. 874-883 [doi]
- An Efficient Search Algorithm for Content-Based Image Retrieval with User FeedbackAlex Po Leung, Peter Auer. 884-890 [doi]
- Detecting Suspicious Behavior in Surveillance ImagesDaniel Barbará, Carlotta Domeniconi, Zoran Duric, Maurizio Filippone, Richard Mansfield, Edgard Lawson. 891-900 [doi]
- A Radar for the InternetMatthieu Latapy, Clémence Magnien, Frédéric Ouédraogo. 901-908 [doi]
- Temporal Evolution of the UK WebIlaria Bordino, Paolo Boldi, Debora Donato, Massimo Santini, Sebastiano Vigna. 909-918 [doi]
- Characterizing Network Motifs to Identify Spam CommentsElaheh Kamaliha, Fatemeh Riahi, Vahed Qazvinian, Jafar Adibi. 919-928 [doi]
- Graph-Based Data Mining in Dynamic Networks: Empirical Comparison of Compression-Based and Frequency-Based Subgraph MiningChang Hun You, Lawrence B. Holder, Diane J. Cook. 929-938 [doi]
- The Impact of Structural Changes on Predictions of Diffusion in NetworksMayank Lahiri, Arun S. Maiya, Rajmonda Sulo, Habiba, Tanya Y. Berger-Wolf. 939-948 [doi]
- Using Betweenness Centrality to Identify Manifold ShortcutsWilliam J. Cukierski, David J. Foran. 949-958 [doi]
- Semantic Full-Text Search with ESTER: Scalable, Easy, FastHolger Bast, Fabian M. Suchanek, Ingmar Weber. 959-962 [doi]
- GRAPHITE: A Visual Query System for Large GraphsDuen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad. 963-966 [doi]
- Interactive Exploration of Model-Based Automatically Extracted DataAnni Coden, Igor L. Sominsky, Michael A. Tanenblatt. 967-970 [doi]
- G-REX: A Versatile Framework for Evolutionary Data MiningRikard König, Ulf Johansson, Lars Niklasson. 971-974 [doi]
- GeoDMA - A Novel System for Spatial Data MiningThales Sehn Korting, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Felipe Castro da Silva, Marcelino Pereira dos Santos Silva. 975-978 [doi]
- Automatic Multimodal Aggregation of News from Television and the WebAlberto Messina. 979-982 [doi]
- A KDD Platform Based on the Application Service Provider ParadigmFabio Fumarola, Eliana Salvemini, Donato Malerba. 983-986 [doi]
- A Data Stream Mining SystemHetal Thakkar, Barzan Mozafari, Carlo Zaniolo. 987-990 [doi]