Abstract is missing.
- Data Analysis in the Life Sciences - Sparking Ideas -Michael R. Berthold. 1 [doi]
- Machine Learning for Natural Language Processing (and Vice Versa?)Claire Cardie. 2 [doi]
- Statistical Relational Learning: An Inductive Logic Programming PerspectiveLuc De Raedt. 3-5 [doi]
- Recent Advances in Mining Time Series DataEamonn J. Keogh. 6 [doi]
- Focus the Mining Beacon: Lessons and Challenges from the World of E-CommerceRon Kohavi. 7 [doi]
- Data Streams and Data Synopses for Massive Data SetsYossi Matias. 8-9 [doi]
- ::::k::::-Anonymous PatternsMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi. 10-21 [doi]
- Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern MiningStefano Bistarelli, Francesco Bonchi. 22-33 [doi]
- Generating Dynamic Higher-Order Markov Models in Web Usage MiningJosé Borges, Mark Levene. 34-45 [doi]
- Tree:::2::: - Decision Trees for Tree Structured DataBjörn Bringmann, Albrecht Zimmermann. 46-58 [doi]
- Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical ResultsIan Davidson, S. S. Ravi. 59-70 [doi]
- Cluster Aggregate Inequality and Multi-level Hierarchical ClusteringChris H. Q. Ding, Xiaofeng He. 71-83 [doi]
- Ensembles of Balanced Nested Dichotomies for Multi-class ProblemsLin Dong, Eibe Frank, Stefan Kramer. 84-95 [doi]
- Protein Sequence Pattern Mining with ConstraintsPedro Gabriel Ferreira, Paulo J. Azevedo. 96-107 [doi]
- An Adaptive Nearest Neighbor Classification Algorithm for Data StreamsYan Nei Law, Carlo Zaniolo. 108-120 [doi]
- Support Vector Random Fields for Spatial ClassificationChi-Hoon Lee, Russell Greiner, Mark Schmidt. 121-132 [doi]
- Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker MultiplicationJure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos. 133-145 [doi]
- A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed PatternsJinyan Li, Haiquan Li, Donny Soh, Limsoon Wong. 146-156 [doi]
- Improving Generalization by Data CategorizationLing Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Abu-Mostafa. 157-168 [doi]
- Mining Model Trees from Spatial DataDonato Malerba, Michelangelo Ceci, Annalisa Appice. 169-180 [doi]
- Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text ClassificationDimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis, Martin Theobald, Gerhard Weikum. 181-192 [doi]
- Mining Paraphrases from Self-anchored Web Sentence FragmentsMarius Pasca. 193-204 [doi]
- M:::2:::SP: Mining Sequential Patterns Among Several DimensionsMarc Plantevit, Yeow Wei Choong, Anne Laurent, Dominique Laurent, Maguelonne Teisseire. 205-216 [doi]
- A Systematic Comparison of Feature-Rich Probabilistic Classifiers for NER TasksBinyamin Rosenfeld, Moshe Fresko, Ronen Feldman. 217-227 [doi]
- Knowledge Discovery from User Preferences in Conversational RecommendationMaria Salamó, James Reilly, Lorraine McGinty, Barry Smyth. 228-239 [doi]
- Unsupervised Discretization Using Tree-Based Density EstimationGabi Schmidberger, Eibe Frank. 240-251 [doi]
- Weighted Average Pointwise Mutual Information for Feature Selection in Text CategorizationKarl-Michael Schneider. 252-263 [doi]
- Non-stationary Environment Compensation Using Sequential EM Algorithm for Robust Speech RecognitionHaifeng Shen, Jun Guo, Gang Liu, Qunxia Li. 264-273 [doi]
- Hybrid Cost-Sensitive Decision TreeShengli Sheng, Charles X. Ling. 274-284 [doi]
- Characterization of Novel HIV Drug Resistance Mutations Using Clustering, Multidimensional Scaling and SVM-Based Feature RankingTobias Sing, Valentina Svicher, Niko Beerenwinkel, Francesca Ceccherini-Silberstein, Martin Däumer, Rolf Kaiser, Hauke Walter, Klaus Korn, Daniel Hoffmann, Mark Oette, Jürgen K. Rockstroh, Gerd Fätkenheuer, Carlo-Federico Perno, Thomas Lengauer. 285-296 [doi]
- Object Identification with Attribute-Mediated DependencesParag Singla, Pedro Domingos. 297-308 [doi]
- Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on GridsDomenico Talia, Paolo Trunfio, Oreste Verta. 309-320 [doi]
- Using Inductive Logic Programming for Predicting Protein-Protein Interactions from Multiple Genomic DataTuan Nam Tran, Kenji Satou, Tu Bao Ho. 321-330 [doi]
- ISOLLE: Locally Linear Embedding with Geodesic DistanceClaudio Varini, Andreas Degenhard, Tim W. Nattkemper. 331-342 [doi]
- Active Sampling for Knowledge Discovery from Biomedical DataSriharsha Veeramachaneni, Francesca Demichelis, Emanuele Olivetti, Paolo Avesani. 343-354 [doi]
- A Multi-metric Index for Euclidean and Periodic MatchingMichail Vlachos, Zografoula Vagena, Vittorio Castelli, Philip S. Yu. 355-367 [doi]
- Fast Burst Correlation of Financial DataMichail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu. 368-379 [doi]
- A Propositional Approach to Textual Case IndexingNirmalie Wiratunga, Robert Lothian, Sutanu Chakraborti, Ivan Koychev. 380-391 [doi]
- A Quantitative Comparison of the Subgraph Miners MoFa, gSpan, FFSM, and GastonMarc Wörlein, Thorsten Meinl, Ingrid Fischer, Michael Philippsen. 392-403 [doi]
- Efficient Classification from Multiple Heterogeneous DatabasesXiaoxin Yin, Jiawei Han. 404-416 [doi]
- A Probabilistic Clustering-Projection Model for Discrete DataShipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. 417-428 [doi]
- Collaborative Filtering on Data StreamsJorge M. Barajas, Xue Li. 429-436 [doi]
- The Relation of Closed Itemset Mining, Complete Pruning Strategies and Item Ordering in Apriori-Based FIM AlgorithmsFerenc Bodon, Lars Schmidt-Thieme. 437-444 [doi]
- Community Mining from Multi-relational NetworksDeng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han. 445-452 [doi]
- Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human InterestDeborah R. Carvalho, Alex Alves Freitas, Nelson F. F. Ebecken. 453-461 [doi]
- A Kernel Based Method for Discovering Market Segments in Beef MeatJorge Díez, Juan José del Coz, Carlos Sañudo, Pere Albertí, Antonio Bahamonde. 462-469 [doi]
- Corpus-Based Neural Network Method for Explaining Unknown Words by WordNet SensesBálint Gábor, Viktor Gyenes, András Lörincz. 470-477 [doi]
- Segment and Combine Approach for Non-parametric Time-Series ClassificationPierre Geurts, Louis Wehenkel. 478-485 [doi]
- Producing Accurate Interpretable Clusters from High-Dimensional DataDerek Greene, Padraig Cunningham. 486-494 [doi]
- Stress-Testing Hoeffding TreesGeoffrey Holmes, Richard Kirkby, Bernhard Pfahringer. 495-502 [doi]
- Rank Measures for OrderingJin Huang, Charles X. Ling. 503-510 [doi]
- Dynamic Ensemble Re-Construction for Better RankingJin Huang, Charles X. Ling. 511-518 [doi]
- Frequency-Based Separation of Climate SignalsAlexander Ilin, Harri Valpola. 519-526 [doi]
- Efficient Processing of Ranked Queries with Sweeping SelectionWen Jin, Martin Ester, Jiawei Han. 527-535 [doi]
- Feature Extraction from Mass Spectra for Classification of Pathological StatesAlexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario. 536-543 [doi]
- Numbers in Multi-relational Data MiningArno J. Knobbe, Eric K. Y. Ho. 544-551 [doi]
- Testing Theories in Particle Physics Using Maximum Likelihood and Adaptive Bin AllocationBruce Knuteson, Ricardo Vilalta. 552-560 [doi]
- Improved Naive Bayes for Extremely Skewed Misclassification CostsAleksander Kolcz, Abdur Chowdhury. 561-568 [doi]
- Clustering and Prediction of Mobile User Routes from Cellular DataKari Laasonen. 569-576 [doi]
- Elastic Partial Matching of Time SeriesLongin Jan Latecki, Vasilis Megalooikonomou, Qiang Wang, Rolf Lakämper, Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh. 577-584 [doi]
- An Entropy-Based Approach for Generating Multi-dimensional Sequential PatternsChang-Hwan Lee. 585-592 [doi]
- Visual Terrain Analysis of High-Dimensional DatasetsWenyuan Li, Kok-Leong Ong, Wee Keong Ng. 593-600 [doi]
- An Auto-stopped Hierarchical Clustering Algorithm for Analyzing 3D Model DatabaseTian-yang Lv, Yu-hui Xing, Shao-bing Huang, Zhengxuan Wang, WanLi Zuo. 601-608 [doi]
- A Comparison Between Block CEM and Two-Way CEM Algorithms to Cluster a Contingency TableMohamed Nadif, Gérard Govaert. 609-616 [doi]
- An Imbalanced Data Rule LearnerCanh Hao Nguyen, Tu Bao Ho. 617-624 [doi]
- Improvements in the Data Partitioning Approach for Frequent Itemsets MiningSon N. Nguyen, Maria E. Orlowska. 625-633 [doi]
- On-Line Adaptive Filtering of Web PagesRichard Nock, Babak Esfandiari. 634-642 [doi]
- A Bi-clustering Framework for Categorical DataRuggero G. Pensa, Céline Robardet, Jean-François Boulicaut. 643-650 [doi]
- Privacy-Preserving Collaborative Filtering on Vertically Partitioned DataHuseyin Polat, Wenliang Du. 651-658 [doi]
- Indexed Bit Map (IBM) for Mining Frequent SequencesLionel Savary, Karine Zeitouni. 659-666 [doi]
- STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic ProcessJerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin. 667-674 [doi]
- Speeding Up Logistic Model Tree InductionMarc Sumner, Eibe Frank, Mark A. Hall. 675-683 [doi]
- A Random Method for Quantifying Changing Distributions in Data StreamsHaixun Wang, Jian Pei. 684-691 [doi]
- Deriving Class Association Rules Based on Levelwise Subspace ClusteringTakashi Washio, Koutarou Nakanishi, Hiroshi Motoda. 692-700 [doi]
- An Incremental Algorithm for Mining Generators RepresentationLijun Xu, Kanglin Xie. 701-708 [doi]
- Hybrid Technique for Artificial Neural Network Architecture and Weight OptimizationCleber Zanchettin, Teresa Bernarda Ludermir. 709-716 [doi]