| 2007 | A New Way to Aggregate Preferences: Application to Eurovision Song Contests. Jérémy Besson, Céline Robardet |
| 2007 | A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables. Jean-Philippe Pellet, André Elisseeff |
| 2007 | A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization. Ángela Blanco, Manuel Martín-Merino |
| 2007 | A Support Vector Machine Approach to Dutch Part-of-Speech Tagging. Mannes Poel, Luite Stegeman, Rieks op den Akker |
| 2007 | Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings Michael R. Berthold, John Shawe-Taylor, Nada Lavrac |
| 2007 | Combining Bagging and Random Subspaces to Create Better Ensembles. Pance Panov, Saso Dzeroski |
| 2007 | Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions. Jaakko Hollmén, Jarkko Tikka |
| 2007 | Conditional Classification Trees Using Instrumental Variables. Valerio A. Tutore, Roberta Siciliano, Massimo Aria |
| 2007 | DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation. Alexander Hinneburg, Hans-Henning Gabriel |
| 2007 | Does SVM Really Scale Up to Large Bag of Words Feature Spaces? Fabrice Colas, Pavel Paclík, Joost N. Kok, Pavel Brazdil |
| 2007 | Fuzzy Logic Based Gait Classification for Hemiplegic Patients. Ahmet Yardimci |
| 2007 | Incremental Learning with Multiple Classifier Systems Using Correction Filters for Classification. José del Campo-Ávila, Gonzalo Ramos-Jiménez, Rafael Morales Bueno |
| 2007 | Landscape Multidimensional Scaling. Katharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy |
| 2007 | Learning to Align: A Statistical Approach. Elisa Ricci, Tijl De Bie, Nello Cristianini |
| 2007 | Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data. Emma Peeling, Allan Tucker |
| 2007 | Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences. Mehmet Kaya |
| 2007 | Multiplicative Updates for Fei Sha, Y. Albert Park, Lawrence K. Saul |
| 2007 | Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu |
| 2007 | Novelty Detection in Patient Histories: Experiments with Measures Based on Text Compression. Ole Edsberg, Øystein Nytrø, Thomas Brox Røst |
| 2007 | Parameter Learning for Bayesian Networks with Strict Qualitative Influences. A. J. Feelders, Robert van Straalen |
| 2007 | Recurrent Predictive Models for Sequence Segmentation. Saara Hyvönen, Aristides Gionis, Heikki Mannila |
| 2007 | Relational Algebra for Ranked Tables with Similarities: Properties and Implementation. Radim Belohlávek, Stanislav Opichal, Vilém Vychodil |
| 2007 | Relational Topographic Maps. Alexander Hasenfuss, Barbara Hammer |
| 2007 | Robust Tree-Based Incremental Imputation Method for Data Fusion. Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano |
| 2007 | Sequence Classification Using Statistical Pattern Recognition. José Antonio Iglesias, Agapito Ledezma, Araceli Sanchis |
| 2007 | Soft Topographic Map for Clustering and Classification of Bacteria. Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso |
| 2007 | Subrule Analysis and the Frequency-Confidence Diagram. Jürgen Paetz |
| 2007 | Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering. Krzysztof Ciesielski, Mieczyslaw A. Klopotek |
| 2007 | Traffic Sign Recognition Using Discriminative Local Features. Andrzej Ruta, Yongmin Li, Xiaohui Liu |
| 2007 | Transductive Reliability Estimation for Kernel Based Classifiers. Dimitris Tzikas, Matjaz Kukar, Aristidis Likas |
| 2007 | Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management. Antonio Fernández, María Morales, Antonio Salmerón |
| 2007 | Two Bagging Algorithms with Coupled Learners to Encourage Diversity. Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga |
| 2007 | Visualising the Cluster Structure of Data Streams. Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams |
| 2007 | Visualizing Sets of Partial Rankings. Antti Ukkonen |