| 2011 | Categorization of Wikipedia Articles with Spectral Clustering. | Julian Szymanski |
| 2011 | Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning. | Catarina Silva, Bernardete Ribeiro |
| 2011 | A Graph Partitioning Approach to SOM Clustering. | Leandro Augusto da Silva, Jos Alfredo F. Costa |
| 2011 | On Domain Independence of Author Identification. | Masato Shirai, Takao Miura |
| 2011 | Modeling Design and Flow Feature Interactions for Automotive Synthesis. | Michael Rath, Lars Graening |
| 2011 | 3D Markerless Motion Tracking in Real-Time Using a Single Camera. | Luis Quesada, Alejandro J. Len |
| 2011 | A Language Specification Tool for Model-Based Parsing. | Luis Quesada, Fernando Berzal, Juan C. Cubero |
| 2011 | A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data. | Claudia Pommerenke, Benedikt Friedrich, Thorsten Johl, Lothar Jnsch, Susanne Hussler, Frank Klawonn |
| 2011 | From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. | Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel zyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj |
| 2011 | Iranian Cancer Patient Detection Using a New Method for Learning at Imbalanced Datasets. | Hamid Parvin, Behrouz Minaei-Bidgoli, Hosein Alizadeh |
| 2011 | Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm. | Gema Bello Orgaz, Hctor D. Menndez, David Camacho |
| 2011 | An Experimental Study on Asymmetric Self-Organizing Map. | Dominik Olszewski |
| 2011 | Interpreting Hidden Neurons in Boolean Constructive Neural Networks. | Maria do Carmo Nicoletti, Joo Roberto Bertini Jr., Osvaldo Luiz De Oliveira |
| 2011 | A Framework to Mine High-Level Emerging Patterns by Attribute-Oriented Induction. | Maybin K. Muyeba, Muhammad S. Khan, Spits Warnars, John A. Keane |
| 2011 | Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation. | Noura Al Moubayed, Andrei Petrovski, John A. W. McCall |
| 2011 | Evolving Recurrent Neural Models of Geomagnetic Storms. | Derrick Takeshi Mirikitani, Lisa Tsui, Lahcen Ouarbya |
| 2011 | Automated Image Annotation System Based on an Open Source Object Database. | Gabriel Mihai, Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu |
| 2011 | A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes. | Claudio J. F. de Medeiros, Jos Alfredo Ferreira Costa, Leandro Augusto da Silva |
| 2011 | Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. | Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle |
| 2011 | Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications. | Mokhairi Makhtar, Daniel Neagu, Mick J. Ridley |
| 2011 | Adaptive K-Means for Clustering Air Mass Trajectories. | Alex Mace, Roberto Sommariva, Zo Fleming, Wenjia Wang |
| 2011 | Classification of Household Devices by Electricity Usage Profiles. | Jason Lines, Anthony J. Bagnall, Patrick Caiger-Smith, Simon Anderson |
| 2011 | Novel Data Mining Approaches for Detecting Quantitative Trait Loci of Bone Mineral Density in Genome-Wide Linkage Analysis. | Qiao Li, Alexander J. MacGregor, Wenjia Wang |
| 2011 | Empirical Comparison of Resampling Methods Using Genetic Fuzzy Systems for a Regression Problem. | Tadeusz Lasota, Zbigniew Telec, Grzegorz Trawinski, Bogdan Trawinski |
| 2011 | A New Approach to Neural Network Based Stock Trading Strategy. | Miroslaw Kordos, Andrzej Cwiok |