Abstract is missing.
- Compact and Understandable Descriptions of Mixtures of Bernoulli DistributionsJaakko Hollmén, Jarkko Tikka. 1-12 [doi]
- Multiplicative Updates for ::::L::::::1::-Regularized Linear and Logistic RegressionFei Sha, Y. Albert Park, Lawrence K. Saul. 13-24 [doi]
- Learning to Align: A Statistical ApproachElisa Ricci, Tijl De Bie, Nello Cristianini. 25-36 [doi]
- Transductive Reliability Estimation for Kernel Based ClassifiersDimitris Tzikas, Matjaz Kukar, Aristidis Likas. 37-47 [doi]
- Parameter Learning for Bayesian Networks with Strict Qualitative InfluencesA. J. Feelders, Robert van Straalen. 48-58 [doi]
- Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education ManagementAntonio Fernández, María Morales, Antonio Salmerón. 59-69 [doi]
- DENCLUE 2.0: Fast Clustering Based on Kernel Density EstimationAlexander Hinneburg, Hans-Henning Gabriel. 70-80 [doi]
- Visualising the Cluster Structure of Data StreamsDimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams. 81-92 [doi]
- Relational Topographic MapsAlexander Hasenfuss, Barbara Hammer. 93-105 [doi]
- Incremental Learning with Multiple Classifier Systems Using Correction Filters for ClassificationJosé del Campo-Ávila, Gonzalo Ramos-Jiménez, Rafael Morales Bueno. 106-117 [doi]
- Combining Bagging and Random Subspaces to Create Better EnsemblesPance Panov, Saso Dzeroski. 118-129 [doi]
- Two Bagging Algorithms with Coupled Learners to Encourage DiversityCarlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga. 130-139 [doi]
- Relational Algebra for Ranked Tables with Similarities: Properties and ImplementationRadim Belohlávek, Stanislav Opichal, Vilém Vychodil. 140-151 [doi]
- A New Way to Aggregate Preferences: Application to Eurovision Song ContestsJérémy Besson, Céline Robardet. 152-162 [doi]
- Conditional Classification Trees Using Instrumental VariablesValerio A. Tutore, Roberta Siciliano, Massimo Aria. 163-173 [doi]
- Robust Tree-Based Incremental Imputation Method for Data FusionAntonio D Ambrosio, Massimo Aria, Roberta Siciliano. 174-183 [doi]
- Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section DataEmma Peeling, Allan Tucker. 184-194 [doi]
- Recurrent Predictive Models for Sequence SegmentationSaara Hyvönen, Aristides Gionis, Heikki Mannila. 195-206 [doi]
- Sequence Classification Using Statistical Pattern RecognitionJosé Antonio Iglesias, Agapito Ledezma, Araceli Sanchís. 207-218 [doi]
- Subrule Analysis and the Frequency-Confidence DiagramJürgen Paetz. 219-228 [doi]
- A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous VariablesJean-Philippe Pellet, André Elisseeff. 229-239 [doi]
- Visualizing Sets of Partial RankingsAntti Ukkonen. 240-251 [doi]
- A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data VisualizationÁngela Blanco, Manuel Martín-Merino. 252-262 [doi]
- Landscape Multidimensional ScalingKatharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy. 263-273 [doi]
- A Support Vector Machine Approach to Dutch Part-of-Speech TaggingMannes Poel, Luite Stegeman, Rieks op den Akker. 274-283 [doi]
- Towards Adaptive Web Mining: Histograms and Contexts in Text Data ClusteringKrzysztof Ciesielski, Mieczyslaw A. Klopotek. 284-295 [doi]
- Does SVM Really Scale Up to Large Bag of Words Feature Spaces?Fabrice Colas, Pavel Paclík, Joost N. Kok, Pavel Brazdil. 296-307 [doi]
- Noise Filtering and Microarray Image Reconstruction Via Chained FouriersKarl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu. 308-319 [doi]
- Motif Discovery Using Multi-Objective Genetic Algorithm in BiosequencesMehmet Kaya. 320-331 [doi]
- Soft Topographic Map for Clustering and Classification of BacteriaMassimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso. 332-343 [doi]
- Fuzzy Logic Based Gait Classification for Hemiplegic PatientsAhmet Yardimci. 344-354 [doi]
- Traffic Sign Recognition Using Discriminative Local FeaturesAndrzej Ruta, Yongmin Li, Xiaohui Liu. 355-366 [doi]
- Novelty Detection in Patient Histories: Experiments with Measures Based on Text CompressionOle Edsberg, Øystein Nytrø, Thomas Brox Røst. 367-378 [doi]