| 2007 | Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data. | Emma Peeling, Allan Tucker |
| 2007 | Combining Bagging and Random Subspaces to Create Better Ensembles. | Pance Panov, Saso Dzeroski |
| 2007 | Subrule Analysis and the Frequency-Confidence Diagram. | Jrgen Paetz |
| 2007 | Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences. | Mehmet Kaya |
| 2007 | Sequence Classification Using Statistical Pattern Recognition. | Jos Antonio Iglesias, Agapito Ledezma, Araceli Sanchis |
| 2007 | Recurrent Predictive Models for Sequence Segmentation. | Saara Hyvnen, Aristides Gionis, Heikki Mannila |
| 2007 | Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions. | Jaakko Hollmn, Jarkko Tikka |
| 2007 | DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation. | Alexander Hinneburg, Hans-Henning Gabriel |
| 2007 | Relational Topographic Maps. | Alexander Hasenfuss, Barbara Hammer |
| 2007 | Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. | Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu |
| 2007 | Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management. | Antonio Fernndez, Mara Morales, Antonio Salmern |
| 2007 | Parameter Learning for Bayesian Networks with Strict Qualitative Influences. | A. J. Feelders, Robert van Straalen |
| 2007 | Novelty Detection in Patient Histories: Experiments with Measures Based on Text Compression. | Ole Edsberg, ystein Nytr, Thomas Brox Rst |
| 2007 | Robust Tree-Based Incremental Imputation Method for Data Fusion. | Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano |
| 2007 | Does SVM Really Scale Up to Large Bag of Words Feature Spaces? | Fabrice Colas, Pavel Paclk, Joost N. Kok, Pavel Brazdil |
| 2007 | Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering. | Krzysztof Ciesielski, Mieczyslaw A. Klopotek |
| 2007 | Incremental Learning with Multiple Classifier Systems Using Correction Filters for Classification. | Jos del Campo-vila, Gonzalo Ramos-Jimnez, Rafael Morales Bueno |
| 2007 | A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization. | ngela Blanco, Manuel Martn-Merino |
| 2007 | A New Way to Aggregate Preferences: Application to Eurovision Song Contests. | Jrmy Besson, Cline Robardet |
| 2007 | Relational Algebra for Ranked Tables with Similarities: Properties and Implementation. | Radim Belohlvek, Stanislav Opichal, Vilm Vychodil |
| 2005 | Detecting Groups of Anomalously Similar Objects in Large Data Sets. | Zhicheng Zhang, David J. Hand |
| 2005 | A New Hybrid NM Method and Particle Swarm Algorithm for Multimodal Function Optimization. | Fang Wang, Yuhui Qiu, Yun Bai |
| 2005 | Feature Discovery in Classification Problems. | Manuel del Valle, Beatriz Snchez, Luis Fernando Lago-Fernndez, Fernando J. Corbacho |
| 2005 | Bayesian Network Classifiers for Time-Series Microarray Data. | Allan Tucker, Veronica Vinciotti, Peter A. C. 't Hoen, Xiaohui Liu |
| 2005 | Regularized Least-Squares for Parse Ranking. | Evgeni Tsivtsivadze, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Aleksandr Myllri, Tapio Salakoski |