Mining Rich (Relational) Datasets. Learning with Configurable Operators and RL-Based Heuristics / Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo
Reducing Examples in Relational Learning with Bounded-Treewidth Hypotheses / Ondřej Kuželka, Andrea Szabóová, Filip Železný
Mining Complex Patterns from Miscellaneous Data. Mining Complex Event Patterns in Computer Networks / Dietmar Seipel [and others]
Learning in the Presence of Large Fluctuations: A Study of Aggregation and Correlation / Eric Paquet, Herna Lydia Viktor, Hongyu Guo
Machine Learning as an Objective Approach to Understanding Music / Claire Q, Ross D. King
Pair-Based Object-Driven Action Rules / Ayman Hajja [and others]
Mining Complex Patterns from Trajectory and Sequence Data. Effectively Grouping Trajectory Streams / Gianni Costa, Giuseppe Manco, Elio Masciari
Healthcare Trajectory Mining by Combining Multidimensional Component and Itemsets / Elias Egho [and others]
Graph-Based Approaches to Clustering Network-Constrained Trajectory Data / Mohamed Khalil El Mahrsi, Fabrice Rossi
Mining Complex Patterns from Graphs and Networks. Finding the Most Descriptive Substructures in Graphs with Discrete and Numeric Labels / Michael Davis, Weiru Liu, Paul Miller
Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns / Claudio Taranto, Nicola Di Mauro, Floriana Esposito
Improving Robustness and Flexibility of Concept Taxonomy Learning from Text / Fabio Leuzzi, Stefano Ferilli, Fulvio Rotella
Discovering Evolution Chains in Dynamic Networks / Corrado Loglisci, Michelangelo Ceci, Donato Malerba
Supporting Information Spread in a Social Internetworking Scenario / Francesco Buccafurri [and others]
Context-Aware Predictions on Business Processes: An Ensemble-Based Solution / Francesco Folino, Massimo Guarascio, Luigi Pontieri.