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ORCIDPKDD/ECML Workshop NFMCP 2012: Bristol, UK
- Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7765, Springer 2013, ISBN 978-3-642-37381-7
Mining Rich (Relational) Datasets
- Fernando Martínez-Plumed
, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning with Configurable Operators and RL-Based Heuristics. 1-16 - Ondrej Kuzelka, Andrea Szabóová, Filip Zelezný:
Reducing Examples in Relational Learning with Bounded-Treewidth Hypotheses. 17-32
Mining Complex Patterns from Miscellaneous Data
- Dietmar Seipel, Philipp Neubeck, Stefan Köhler, Martin Atzmueller:
Mining Complex Event Patterns in Computer Networks. 33-48 - Eric Paquet, Herna Lydia Viktor, Hongyu Guo:
Learning in the Presence of Large Fluctuations: A Study of Aggregation and Correlation. 49-63 - (Withdrawn) Machine Learning as an Objective Approach to Understanding Music. 64-78
- Ayman Hajja, Alicja Wieczorkowska, Zbigniew W. Ras, Ryszard Gubrynowicz:
Pair-Based Object-Driven Action Rules. 79-93
Mining Complex Patterns from Trajectory and Sequence Data
- Gianni Costa, Giuseppe Manco, Elio Masciari:
Effectively Grouping Trajectory Streams. 94-108 - Elias Egho, Chedy Raïssi, Dino Ienco, Nicolas Jay, Amedeo Napoli, Pascal Poncelet, Catherine Quantin, Maguelonne Teisseire:
Healthcare Trajectory Mining by Combining Multidimensional Component and Itemsets. 109-123 - Mohamed Khalil El Mahrsi, Fabrice Rossi:
Graph-Based Approaches to Clustering Network-Constrained Trajectory Data. 124-137
Mining Complex Patterns from Graphs and Networks
- Michael Davis, Weiru Liu, Paul Miller:
Finding the Most Descriptive Substructures in Graphs with Discrete and Numeric Labels. 138-154 - Claudio Taranto, Nicola Di Mauro, Floriana Esposito:
Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns. 155-169 - Fabio Leuzzi, Stefano Ferilli, Fulvio Rotella:
Improving Robustness and Flexibility of Concept Taxonomy Learning from Text. 170-184 - Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
Discovering Evolution Chains in Dynamic Networks. 185-199 - Francesco Buccafurri, Gianluca Lax, Antonino Nocera, Domenico Ursino:
Supporting Information Spread in a Social Internetworking Scenario. 200-214 - Francesco Folino, Massimo Guarascio, Luigi Pontieri:
Context-Aware Predictions on Business Processes: An Ensemble-Based Solution. 215-229
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