| Structure Determination and Estimation of Hierarchical Archimedean Copulas Based on Kendall Correlation Matrix |
| Jan Gorecki and Martin Holena |
| Developing Personalized Classifiers for Retrieving Music by Mood |
| Amanda Cohen Mostafavi, Zbigniew Ras and Alicja Wieczorkowska |
| AGWAN: A Generative Model for Labelled, Weighted Graphs |
| Michael Davis, Weiru Liu and Paul Miller |
| Feature extraction over multiple representations for time series classification |
| Dominique Gay, Romain Guigoures, Marc Boulle and Fabrice Clerot |
| Mining Frequent Partite Episodes with Partwise Constraints |
| Takashi Kato, Shin-Ichiro Tago, Tatsuya Asai, Hiroaki Morikawa, Junichi Shigezumi and Hiroya Inakoshi |
| Conditional Log-Likelihood for Continuous Time Bayesian Network Classifiers |
| Daniele Codecasa and Fabio Stella |
| Online Batch Weighted Ensemble for Mining Data Streams with Concept Drift |
| Magdalena Deckert |
| A Relational Unsupervised Approach to Author Identification |
| Fabio Leuzzi, Stefano Ferilli and Fulvio Rotella |
| Thresholding of Semantic Similarity Networks using a Spectral Graph Based Technique |
| Pietro Hiram Guzzi, Simone Truglia, Pierangelo Veltri and Mario Cannataro |
| A Study on Parameter Estimation for a Mining Flock Algorithm |
| Chiara Renso, Rebecca Ong, Mirco Nanni, Monica Wachowicz and Dino Pedreschi |
| F2G: Efficient Discovery of Full-Patterns |
| Rui Henriques, Claudia Antunes and Sara Madeira |
| IndexSpan: Efficient Discovery of Item-Indexable Sequential Patterns |
| Rui Henriques, Claudia Antunes and Sara Madeira |
| Sequential Pattern Mining from Trajectory Data |
| Elio Masciari, Gao Shi and Carlo Zaniolo |
| Extending ReliefF for Hierarchical Multi-label Classification |
| Jana Karcheska, Ivica Slavkov, Dragi Kocev, Slobodan Kalajdziski and Saso Dzeroski |
| XML Document Partitioning using Ensemble Clustering |
| Gianni Costa and Riccardo Ortale |
| Process Mining to Forecast Future of Running Cases |
| Annalisa Appice, Sonja Pravilovic and Donato Malerba |
| The use of the label hierarchy in HMC improves performance: A case study in predicting community structure in ecology |
| Jurica Levatic, Dragi Kocev and Saso Dzeroski |
| Mining Audio Data for Multiple Instrument Recognition in Classical Music |
| Elzbiera Kubera and Alicja Wieczorkowska |
| A Hybrid Distance-based Method and Support Vector Machines for Emotional Speech Detection |
| Vladimer Kobayashi |
| Towards extracting relations from unstructured data through natural language semantics |
| Diana Trandabat |
| A Sliding Window Approach for Discovering Dense Areas in Trajectory Streams |
| Corrado Loglisci and Donato Malerba |
