| 2011 | 3D Markerless Motion Tracking in Real-Time Using a Single Camera. Luis Quesada, Alejandro J. León |
| 2011 | A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes. Claudio J. F. de Medeiros, José Alfredo Ferreira Costa, Leandro Augusto da Silva |
| 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 | A Graph Partitioning Approach to SOM Clustering. Leandro Augusto da Silva, José Alfredo F. Costa |
| 2011 | A Hybrid Approach to Feature Subset Selection for Brain-Computer Interface Design. John Q. Gan, Bashar Awwad Shiekh Hasan, Chun Sing Louis Tsui |
| 2011 | A Hybrid Model to Favor the Selection of High Quality Features in High Dimensional Domains. Laura Maria Cannas, Nicoletta Dessì, Barbara Pes |
| 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 Jänsch, Susanne Häussler, Frank Klawonn |
| 2011 | A New Approach to Neural Network Based Stock Trading Strategy. Miroslaw Kordos, Andrzej Cwiok |
| 2011 | A Novel Ensemble of Distance Measures for Feature Evaluation: Application to Sonar Imagery. Richard Harrison, Roger Birchall, Dave Mann, Wenjia Wang |
| 2011 | A Novel Multi-Objective Genetic Algorithm for Clustering. Oliver Kirkland, Victor J. Rayward-Smith, Beatriz de la Iglesia |
| 2011 | A Principled Approach to the Analysis of Process Mining Algorithms. Phil Weber, Behzad Bordbar, Peter Tiño |
| 2011 | Adaptive K-Means for Clustering Air Mass Trajectories. Alex Mace, Roberto Sommariva, Zoë Fleming, Wenjia Wang |
| 2011 | An Experimental Study on Asymmetric Self-Organizing Map. Dominik Olszewski |
| 2011 | Analyzing Key Factors of Human Resources Management. Lourdes Cecilia Sáiz Bárcena, Arturo Pérez, Álvaro Herrero, Emilio Corchado |
| 2011 | Automated Image Annotation System Based on an Open Source Object Database. Gabriel Mihai, Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu |
| 2011 | Categorization of Wikipedia Articles with Spectral Clustering. Julian Szymanski |
| 2011 | Classification of Household Devices by Electricity Usage Profiles. Jason Lines, Anthony J. Bagnall, Patrick Caiger-Smith, Simon Anderson |
| 2011 | Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation. Noura Al Moubayed, Andrei Petrovski, John A. W. McCall |
| 2011 | Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications. Mokhairi Makhtar, Daniel Neagu, Mick J. Ridley |
| 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 | Eigenlights: Recovering Illumination from Face Images. James Burnstone, Hujun Yin |
| 2011 | Empirical Comparison of Resampling Methods Using Genetic Fuzzy Systems for a Regression Problem. Tadeusz Lasota, Zbigniew Telec, Grzegorz Trawinski, Bogdan Trawinski |
| 2011 | Engineering Spatial Analysis in Real Estate Applications. Michele Argiolas, Nicoletta Dessì |
| 2011 | Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process. Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek |
| 2011 | Evolving Recurrent Neural Models of Geomagnetic Storms. Derrick Takeshi Mirikitani, Lisa Tsui, Lahcen Ouarbya |
| 2011 | Extensions for Continuous Pattern Mining. Marcin Gorawski, Pawel Jureczek |
| 2011 | Finding First-Order Minimal Unsatisfiable Cores with a Heuristic Depth-First-Search Algorithm. Jianmin Zhang, Weixia Xu, Jun Zhang, Shengyu Shen, Zhengbin Pang, Tiejun Li, Jun Xia, Sikun Li |
| 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 Özyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj |
| 2011 | From Fuzzy Association Rule Mining to Effective Classification Framework. Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne |
| 2011 | Genetic Algorithms to Simplify Prognosis of Endocarditis. Leticia Curiel, Bruno Baruque, Carlos Dueñas, Emilio Corchado, Cristina Pérez-Tárrago |
| 2011 | Gradient Descent Decomposition for Multi-objective Learning. Marcelo Azevedo Costa, Antônio de Pádua Braga |
| 2011 | Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism. Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski |
| 2011 | Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings Hujun Yin, Wenjia Wang, Victor J. Rayward-Smith |
| 2011 | Interpreting Hidden Neurons in Boolean Constructive Neural Networks. Maria do Carmo Nicoletti, João Roberto Bertini Jr., Osvaldo Luiz De Oliveira |
| 2011 | Iranian Cancer Patient Detection Using a New Method for Learning at Imbalanced Datasets. Hamid Parvin, Behrouz Minaei-Bidgoli, Hosein Alizadeh |
| 2011 | Is Genetic Programming "Human-Competitive"? The Case of Experimental Double Auction Markets. Shu-Heng Chen, Kuo-Chuan Shik |
| 2011 | Linear Time Heuristics for Topographic Mapping of Dissimilarity Data. Andrej Gisbrecht, Frank-Michael Schleif, Xibin Zhu, Barbara Hammer |
| 2011 | Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase. Mark J. Brewer, Mika Sulkava, Harri Mäkinen, Mikko Korpela, Pekka Nöjd, Jaakko Hollmén |
| 2011 | Modeling Design and Flow Feature Interactions for Automotive Synthesis. Michael Rath, Lars Graening |
| 2011 | Multi Density DBSCAN. Wesam M. Ashour, Saad Sunoallah |
| 2011 | Multi-layer Topology Preserving Mapping for K-Means Clustering. Ying Wu, Thomas K. Doyle, Colin Fyfe |
| 2011 | Multiobjective Optimization of Indexes Obtained by Clustering for Feature Selection Methods Evaluation in Genes Expression Microarrays. Rodolfo Garcia, Emerson Cabrera Paraiso, Júlio C. Nievola |
| 2011 | Non-metric Multidimensional Scaling for Privacy-Preserving Data Clustering. Khaled Alotaibi, Victor J. Rayward-Smith, Beatriz de la Iglesia |
| 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 | Novelty Detection for Identifying Deterioration in Emergency Department Patients. David A. Clifton, David Wong, Susannah Fleming, Sarah J. Wilson, Rob Way, Richard Pullinger, Lionel Tarassenko |
| 2011 | On Domain Independence of Author Identification. Masato Shirai, Takao Miura |
| 2011 | On the Extraction and Classification of Hand Outlines. Luke M. Davis, Barry-John Theobald, Andoni Toms, Anthony J. Bagnall |
| 2011 | Online Labelling Strategies for Growing Neural Gas. Oliver Beyer, Philipp Cimiano |
| 2011 | P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model. Yan Jin, Yang Gao, Yinghuan Shi, Lin Shang, Ruili Wang, Yubin Yang |
| 2011 | Portfolio Optimization Using SPEA2 with Resampling. Sandra García-Rodríguez, David Quintana, Inés María Galván, Pedro Isasi |
| 2011 | Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning. Catarina Silva, Bernardete Ribeiro |
| 2011 | SVM Approach to Classifying Lesions in USG Images with the Use of the Gabor Decomposition. Marcin Ciecholewski |
| 2011 | SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data. Christoph Gernert, Frank Klawonn, Lothar Jänsch |
| 2011 | Simplifying SVM with Weighted LVQ Algorithm. Marcin Blachnik, Miroslaw Kordos |
| 2011 | Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process. José Ramón Villar, Javier Sedano, Emilio Corchado, Laura Puigpinós |
| 2011 | Spectral Non-gaussianity for Blind Image Deblurring. Aftab Khan, Hujun Yin |
| 2011 | The Importance of Precision in Humour Classification. Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro |
| 2011 | Typical Testors Generation Based on an Evolutionary Algorithm. German Diaz-Sanchez, Iván Piza-Dávila, Guillermo Sánchez-Díaz, Miguel Mora-González, Oscar Reyes-Cardenas, Abraham Cardenas-Tristan, Carlos Arturo Aguirre-Salado |
| 2011 | Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm. Gema Bello Orgaz, Héctor D. Menéndez, David Camacho |