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 |