| 2005 | Data-centric automated data mining. | Marcos M. Campos, Peter J. Stengard, Boriana L. Milenova |
| 2005 | Creation and deployment of data mining-based intrusion detection systems in Oracle Database l0g. | Marcos M. Campos, Boriana L. Milenova |
| 2005 | Detecting temporally redundant association rules. | Mirko Bttcher, Martin Spott, Detlef D. Nauck |
| 2005 | Knowledge acquisition through machine learning: minimising expert's effort. | Ricardo Blanco-Vega, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2005 | Predicting software suitability using a Bayesian belief network. | Justin M. Beaver, Guy A. Schiavone, Joseph Berrios |
| 2005 | Fast cross-validation of kernel Fisher discriminant classifiers. | Senjian An, Wanquan Liu, Svetha Venkatesh |
| 2005 | Active learning for reducing bias and variance of a classifier using Jensen-Shannon divergence. | Minoo Aminian |
| 2005 | Exploratory data mining lead by text mining using a novel high dimensional clustering algorithm. | Rasika Amarasiri, Jason Ceddia, Damminda Alahakoon |
| 2005 | On the discovery of semantically enhanced sequential patterns. | Mehdi Adda, Petko Valtchev, Rokia Missaoui, Chabane Djeraba |
| 2004 | Bayesian estimation and classification with incomplete data using mixture models. | Jufen Zhang, Richard M. Everson |
| 2004 | A new cluster-based feature extraction method for surface defect detection. | Gang Yu, Sagar V. Kamarthi, Stefan Pittner |
| 2004 | Data mining application for predictive learning from visiting nurse association data. | Pallavi Vyas, Adel Elmaghraby, Robert Topp |
| 2004 | Substitution matrix based kernel functions for protein secondary structure prediction. | Bram Vanschoenwinkel, Bernard Manderick |
| 2004 | Similarity search in time series databases using moments. | Durga Toshniwal, Ramesh Chandra Joshi |
| 2004 | Detecting driver inattention in the absence of driver monitoring sensors. | Kari Torkkola, Noel Massey, Chip Wood |
| 2004 | Data mining for security applications. | Bhavani Thuraisingham |
| 2004 | Coping with partially corrupted data. | Choh Man Teng |
| 2004 | Two new regularized AdaBoost algorithms. | Yijun Sun, Jian Li, William W. Hager |
| 2004 | Identifying word boundaries in handwrittem text. | Yi Sun, Timothy S. Butler, Alexander V. Shafarenko, Rod Adams, Martin J. Loomes, Neil Davey |
| 2004 | An adaptive approach for assisting in the recovery from spatial disorientation. | Wayne J. Staats, Marwa Shideed, Ssu-yu Lu |
| 2004 | On the computational complexity of two frequent set generation algorithms. | Alan P. Sprague |
| 2004 | Unsupervised machine learning and cognitive systems in learning user state for context-aware computing. | Asim Smailagic |
| 2004 | Exploring classification heterogeneity with IPA. | Iryna Skrypnyk |
| 2004 | Agnostic learning of general geometric patterns and multi-instance learning in R | Stephen D. Scott |
| 2004 | Supervised relevance neural gas and unified maximum separability analysis for classification of mass spectrometric data. | Frank-Michael Schleif, U. Clauss, Thomas Villmann, Barbara Hammer |