| 2005 | The Semantic Web as a | Chris Mellish, Xiantang Sun |
| 2005 | Recommendation Knowledge Discovery. | David McSherry, Christopher Stretch |
| 2005 | Using Case Differences for Regression in CBR Systems. | Neil McDonnell, Pdraig Cunningham |
| 2005 | Tracking Drifting Concepts by Time Window Optimisation. | Ivan Koychev, Robert Lothian |
| 2005 | Using simple ontologies to build personal Webs of knowledge. | Konstantinos Kotis |
| 2005 | Issues in Designing Tutors for Games of Incomplete Information: a Bridge Case Study. | Ray H. Kemp, Ben McKenzie, Elizabeth A. Kemp |
| 2005 | Computational Intelligence for Bioinformatics: The Knowledge Engineering Approach. | Nikola K. Kasabov |
| 2005 | Exploring the Noisy Threshold Function in Designing Bayesian Networks. | Rasa Jurgelenaite, Peter J. F. Lucas, Tom Heskes |
| 2005 | Applying Bayesian Networks for Meteorological Data Mining. | Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken |
| 2005 | The Effect of Principal Component Analysis on Machine Learning Accuracy with High Dimensional Spectral Data. | Tom Howley, Michael G. Madden, Marie-Louise O'Connell, Alan G. Ryder |
| 2005 | Legal Engineering: A structural approach to Improving Legal Quality. | Tom M. van Engers |
| 2005 | Qualitative Representation and Reasoning with Uncertainty in Space and Time. | Baher A. El-Geresy, Alia I. Abdelmoty |
| 2005 | Formal Concept Analysis for Knowledge Refinement in Case Based Reasoning. | Beln Daz-Agudo, Marco Antonio Gmez-Martn, Pedro Pablo Gmez-Martn, Pedro A. Gonzlez-Calero |
| 2005 | A Trading Agent for a Multi-Issue Clearing House. | John K. Debenham |
| 2005 | An Agent-Based Approach to ANN Training. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2005 | Hierarchical knowledge-oriented specification for information integration. | Madalina Croitoru, Ernesto Compatangelo |
| 2005 | The Knowledge Bazaar. | Brian Craker, Frans Coenen |
| 2005 | Reusing JessTab Rules in Protg. | David Corsar, Derek H. Sleeman |
| 2005 | Experience with Ripple-Down Rules. | Paul Compton, Lindsay Peters, Glenn Edwards, Tim G. Lavers |
| 2005 | Improved Methods for Extracting Frequent Itemsets from Interim-Support Trees. | Frans Coenen, Paul H. Leng, Aris Pagourtzis, Wojciech Rytter, Dora Souliou |
| 2005 | Fast Estimation of Distribution Algorithm (EDA) via Constrained Multi-Parent Recombination. | Zeke S. H. Chan, Nikola K. Kasabov |
| 2005 | Global EM Learning of Finite Mixture Models using the Greedy Elimination Method. | Zeke S. H. Chan, Nikola K. Kasabov |
| 2005 | Building an Ontology and Knowledge Base of the Human Meridian-Collateral System. | Cungen Cao, Yuefei Sui |
| 2005 | Collaborative Recommending using Formal Concept Analysis. | Patrick du Boucher-Ryan, Derek G. Bridge |
| 2005 | Acting Irrationally to Improve Performance in Stochastic Worlds. | Roman V. Belavkin |