| 2011 | A Stylometric Study and Assessment of Machine Translators. V. Suresh, Avanthi Krishnamurthy, Rama Badrinath, C. E. Veni Madhavan |
| 2011 | A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages. Christian Loyek, Jan Kölling, Daniel Langenkämper, Karsten Niehaus, Tim W. Nattkemper |
| 2011 | Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings João Gama, Elizabeth Bradley, Jaakko Hollmén |
| 2011 | An Alternative to ROC and AUC Analysis of Classifiers. Frank Klawonn, Frank Höppner, Sigrun May |
| 2011 | Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, Henok Alene |
| 2011 | Analyzing Parliamentary Elections Based on Voting Advice Application Data. Jaakko Talonen, Mika Sulkava |
| 2011 | Automatic Layout Design Solution. Fadratul Hafinaz Hassan, Allan Tucker |
| 2011 | Binding Statistical and Machine Learning Models for Short-Term Forecasting of Global Solar Radiation. Llanos Mora López, Ildefonso Martínez-Marchena, Michel Piliougine, Mariano Sidrach de Cardona |
| 2011 | Bisociative Discovery of Interesting Relations between Domains. Uwe Nagel, Kilian Thiel, Tobias Kötter, Dawid Piatek, Michael R. Berthold |
| 2011 | Bisociative Knowledge Discovery. Michael R. Berthold |
| 2011 | Collaboration-Based Function Prediction in Protein-Protein Interaction Networks. Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
| 2011 | Comparative Analysis of Power Consumption in University Buildings Using envSOM. Serafín Alonso, Manuel Domínguez-González, Miguel A. Prada, Mika Sulkava, Jaakko Hollmén |
| 2011 | Computational Sustainability. Carla P. Gomes |
| 2011 | Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices. João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz |
| 2011 | Data Quality through Model Checking Techniques. Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio |
| 2011 | Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing. Christian Braune, Christian Borgelt, Sonja Grün |
| 2011 | GaMuSo: Graph Base Music Recommendation in a Social Bookmarking Service. Jeroen De Knijf, Anthony M. L. Liekens, Bart Goethals |
| 2011 | Generating Automated News to Explain the Meaning of Sensor Data. Martín Molina, Amanda Stent, Enrique Parodi |
| 2011 | Graphical Feature Selection for Multilabel Classification Tasks. Gerardo Lastra, Oscar Luaces, José Ramón Quevedo, Antonio Bahamonde |
| 2011 | Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition. Martin Krone, Frank Klawonn, Thorsten Lührs, Christiane Ritter |
| 2011 | Integrating Marine Species Biomass Data by Modelling Functional Knowledge. Allan Tucker, Daniel Duplisea |
| 2011 | Intelligent Data Analysis: Keeping Pace with Technological Advances. Xiaohui Liu |
| 2011 | Intra-Firm Information Flow: A Content-Structure Perspective. Yakir Berchenko, Or Daliot, Nir N. Brueller |
| 2011 | Learning about the Learning Process. João Gama, Petr Kosina |
| 2011 | Mining Fault-Tolerant Item Sets Using Subset Size Occurrence Distributions. Christian Borgelt, Tobias Kötter |
| 2011 | Mining Sentiments from Songs Using Latent Dirichlet Allocation. Govind Sharma, M. Narasimha Murty |
| 2011 | Mining Train Delays. Boris Cule, Bart Goethals, Sven Tassenoy, Sabine Verboven |
| 2011 | Online Evaluation of Email Streaming Classifiers Using GNUsmail. José M. Carmona-Cejudo, Manuel Baena-García, José del Campo-Ávila, Albert Bifet, João Gama, Rafael Morales Bueno |
| 2011 | Online Writing Data Representation: A Graph Theory Approach. Gilles Caporossi, Christophe Leblay |
| 2011 | Predicting Computer Performance Dynamics. Joshua Garland, Elizabeth Bradley |
| 2011 | Prototype-Based Classification of Dissimilarity Data. Barbara Hammer, Bassam Mokbel, Frank-Michael Schleif, Xibin Zhu |
| 2011 | Resampling-Based Change Point Estimation. Jelena Fiosina, Maksims Fiosins |
| 2011 | Robustness of Change Detection Algorithms. Tamraparni Dasu, Shankar Krishnan, Gina Maria Pomann |
| 2011 | Supervised Learning in Parallel Universes Using Neighborgrams. Bernd Wiswedel, Michael R. Berthold |
| 2011 | The Algorithm APT to Classify in Concurrence of Latency and Drift. Georg Krempl |
| 2011 | The Dynamic Stage Bayesian Network: Identifying and Modelling Key Stages in a Temporal Process. Stefano Ceccon, David Garway-Heath, David P. Crabb, Allan Tucker |
| 2011 | Towards Automatic Pathway Generation from Biological Full-Text Publications. Ekaterina Buyko, Jörg Linde, Steffen Priebe, Udo Hahn |
| 2011 | Traffic Events Modeling for Structural Health Monitoring. Ugo Vespier, Arno J. Knobbe, Joaquin Vanschoren, Shengfa Miao, Arne Koopman, Bas Obladen, Carlos Bosma |
| 2011 | iMMPC: A Local Search Approach for Incremental Bayesian Network Structure Learning. Amanullah Yasin, Philippe Leray |