| 2011 | On the use of decision trees for ICU outcome prediction in sepsis patients treated with statins. | Vicent J. Ribas, Jess Caballero Lopez, Juan Carlos Ruiz-Rodrguez, Adolf Ruiz-Sanmartin, Jordi Rello, Alfredo Vellido |
| 2011 | Active classifier training with the 3DS strategy. | Tobias Reitmaier, Bernhard Sick |
| 2011 | Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system. | Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla, Dilkushi A. de Alwis Pitts, Auroop R. Ganguly |
| 2011 | A multi-Biclustering Combinatorial Based algorithm. | Ekaterina Nosova, Giancarlo Raiconi, Roberto Tagliaferri |
| 2011 | Enhancing precision in Process Conformance: Stability, confidence and severity. | Jorge Munoz-Gama, Josep Carmona |
| 2011 | OLAP navigation in the Granular Linguistic Model of a Phenomenon. | Carlos Menendez-Gonzalez, Gracin Trivio |
| 2011 | Sectors on sectors (SonS): A new hierarchical clustering visualization tool. | Jos Mara Martnez-Martnez, Pablo Escandell-Montero, Emilio Soria-Olivas, Jos David Martn-Guerrero, Marcelino Martnez-Sober, Juan Gmez-Sanchs |
| 2011 | User-guided discovery of declarative process models. | Fabrizio Maria Maggi, Arjan J. Mooij, Wil M. P. van der Aalst |
| 2011 | Local neighbourhood extension of SMOTE for mining imbalanced data. | Tomasz Maciejewski, Jerzy Stefanowski |
| 2011 | Discovering process models through relational disjunctive patterns mining. | Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2011 | Increased classification accuracy and speedup through pair-wise feature selection for support vector machines. | Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Andrew Remsen |
| 2011 | Data mining driven agents for predicting online auction's end price. | Preetinder Kaur, Madhu Lata Goyal, Jie Lu |
| 2011 | Active learning for aspect model in recommender systems. | Rasoul Karimi, Christoph Freudenthaler, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2011 | Clustering categorical data: A stability analysis framework. | Ian H. Jarman, Terence A. Etchells, Paulo J. G. Lisboa, C. M. Beynon, Jos David Martn-Guerrero |
| 2011 | A banner recommendation system based on web navigation history. | Giovanni Giuffrida, Diego Reforgiato Recupero, Giuseppe Tribulato, Calogero G. Zarba |
| 2011 | Link Pattern Prediction with tensor decomposition in multi-relational networks. | Sheng Gao, Ludovic Denoyer, Patrick Gallinari |
| 2011 | GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data. | Asanka Fonseka, Damminda Alahakoon, Susan E. Bedingfield |
| 2011 | Mining toxicity structural alerts from SMILES: A new way to derive Structure Activity Relationships. | Thomas Ferrari, Giuseppina C. Gini, Nazanin Golbamaki Bakhtyari, Emilio Benfenati |
| 2011 | Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. | Pablo Escandell-Montero, Jos Mara Martnez-Martnez, Jos David Martn-Guerrero, Emilio Soria-Olivas, Joan Vila-Francs, Jos Rafael Magdalena Benedicto |
| 2011 | A GPU-based interactive bio-inspired visual clustering. | Ugo Erra, Bernardino Frola, Vittorio Scarano |
| 2011 | Generating materialized views using ant based approaches and information retrieval technologies. | Habiba Drias |
| 2011 | FGMAC: Frequent subgraph mining with Arc Consistency. | Brahim Douar, Michel Liquiere, Cherif Chiraz Latiri, Yahya Slimani |
| 2011 | Opening black box Data Mining models using Sensitivity Analysis. | Paulo Cortez, Mark J. Embrechts |
| 2011 | Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data. | Federico Cismondi, Andr S. Fialho, Susana M. Vieira, Joo M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein |
| 2011 | Trend cluster based compression of geographically distributed data streams. | Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione |