Abstract is missing.
- From Knowledge-Based to Skill-Based Systems: Sailing as a Machine Learning ChallengePieter W. Adriaans. 1-8 [doi]
- Two-Eyed Algorithms and ProblemsLeo Breiman. 9 [doi]
- Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional DataChristos Faloutsos. 10-15 [doi]
- Taking Causality Seriously: Propensity Score Methodology Applied to Estimate the Effects of Marketing InterventionsDonald B. Rubin. 16-22 [doi]
- Efficient Statistical Pruning of Association RulesAlan Ableson, Janice I. Glasgow. 23-34 [doi]
- Majority Classification by Means of Association RulesElena Baralis, Paolo Garza. 35-46 [doi]
- Adaptive Constraint Pushing in Frequent Pattern MiningFrancesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi. 47-58 [doi]
- ExAnte: Anticipated Data Reduction in Constrained Pattern MiningFrancesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi. 59-70 [doi]
- Minimal ::::k::::-Free Representations of Frequent SetsToon Calders, Bart Goethals. 71-82 [doi]
- Discovering Unbounded Episodes in Sequential DataGemma Casas-Garriga. 83-94 [doi]
- Mr-SBC: A Multi-relational Naïve Bayes ClassifierMichelangelo Ceci, Annalisa Appice, Donato Malerba. 95-106 [doi]
- SMOTEBoost: Improving Prediction of the Minority Class in BoostingNitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer. 107-119 [doi]
- Using Belief Networks and Fisher Kernels for Structured Document ClassificationLudovic Denoyer, Patrick Gallinari. 120-131 [doi]
- A Skeleton-Based Approach to Learning Bayesian Networks from DataSteven van Dijk, Linda C. van der Gaag, Dirk Thierens. 132-143 [doi]
- On Decision Boundaries of Naïve Bayes in Continuous DomainsTapio Elomaa, Juho Rousu. 144-155 [doi]
- Application of Inductive Logic Programming to Structure-Based Drug DesignDavid P. Enot, Ross D. King. 156-167 [doi]
- Visualizing Class Probability EstimatorsEibe Frank, Mark Hall. 168-179 [doi]
- Automated Detection of Epidemics from the Usage Logs of a Physicians Reference DatabaseJaana Heino, Hannu Toivonen. 180-191 [doi]
- An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence RelationsShoji Hirano, Shusaku Tsumoto. 192-203 [doi]
- Preference Mining: A Novel Approach on Mining User Preferences for Personalized ApplicationsStefan Holland, Martin Ester, Werner Kießling. 204-216 [doi]
- Explaining Text Clustering Results Using Semantic StructuresAndreas Hotho, Steffen Staab, Gerd Stumme. 217-228 [doi]
- Analyzing Attribute DependenciesAleks Jakulin, Ivan Bratko. 229-240 [doi]
- Ranking Interesting Subspaces for Clustering High Dimensional DataKarin Kailing, Hans-Peter Kriegel, Peer Kröger, Stefanie Wanka. 241-252 [doi]
- Efficiently Finding Arbitrarily Scaled Patterns in Massive Time Series DatabasesEamonn J. Keogh. 253-265 [doi]
- Using Transduction and Multi-view Learning to Answer EmailsMichael Kockelkorn, Andreas Lüneburg, Tobias Scheffer. 266-277 [doi]
- Exploring Fringe Settings of SVMs for ClassificationAdam Kowalczyk, Bhavani Raskutti. 278-290 [doi]
- Rule Discovery and Probabilistic Modeling for Onomastic DataAntti Leino, Heikki Mannila, Ritva Liisa Pitkänen. 291-302 [doi]
- Constraint-Based Mining of Sequential Patterns over Datasets with Consecutive RepetitionsMarion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard. 303-314 [doi]
- Symbolic Distance Measurements Based on Characteristic SubspacesMarcus-Christopher Ludl. 315-326 [doi]
- The Pattern Ordering ProblemTaneli Mielikäinen, Heikki Mannila. 327-338 [doi]
- Collaborative Filtering Using Restoration OperatorsAtsuyoshi Nakamura, Mineichi Kudo, Akira Tanaka. 339-349 [doi]
- Efficient Frequent Query Discovery in FARMERSiegfried Nijssen, Joost N. Kok. 350-362 [doi]
- Towards Behaviometric Security Systems: Learning to Identify a TypistMordechai Nisenson, Ido Yariv, Ran El-Yaniv, Ron Meir. 363-374 [doi]
- Efficient Density Clustering Method for Spatial DataFei Pan, Baoying Wang, Yi Zhang, Dongmei Ren, Xin Hu, William Perrizo. 375-386 [doi]
- Statistical sigma-Partition Clustering over Data StreamsNam Hun Park, Won Suk Lee. 387-398 [doi]
- Enriching Relational Learning with Fuzzy PredicatesHenri Prade, Gilles Richard, Mathieu Serrurier. 399-410 [doi]
- Text Categorisation Using Document ProfilingMaximilien Sauban, Bernhard Pfahringer. 411-422 [doi]
- A Simple Algorithm for Topic Identification in 0-1 DataJouni K. Seppänen, Ella Bingham, Heikki Mannila. 423-434 [doi]
- Bottom-Up Learning of Logic Programs for Information Extraction from Hypertext DocumentsBernd Thomas. 435-446 [doi]
- Predicting OutliersLuís Torgo, Rita Ribeiro. 447-458 [doi]
- Mining Rules of Multi-level Diagnostic Procedure from DatabasesShusaku Tsumoto. 459-470 [doi]
- Learning Characteristic Rules Relying on Quantified PathsTeddy Turmeaux, Ansaf Salleb, Christel Vrain, Daniel Cassard. 471-482 [doi]
- Topic Learning from Few ExamplesHuaiyu Zhu, Shivakumar Vaithyanathan, Mahesh V. Joshi. 483-494 [doi]
- Arbogodaï, a New Approach for Decision TreesDjamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici. 495-506 [doi]