| 2006 | Intelligent Browsing Assistance for Corporate Knowledge Portals. | Markus Zanker, Sergiu Gordea, Marius-Calin Silaghi |
| 2006 | Decomposing Local Probability Distributions in Bayesian Networks for Improved Inference and Parameter Learning. | Adam Zagorecki, Mark Voortman, Marek J. Druzdzel |
| 2006 | Fuzzy Model Optimization Using Genetic Algorithm for Aircraft Engine Diagnosis. | LiJie Yu, Daniel J. Cleary, Mark D. Osborn, Vrinda Rajiv |
| 2006 | A Cognitive Approach for Gateway Relocation in Wireless Sensor Networks. | Waleed A. Youssef, Mohamed F. Younis |
| 2006 | A Machine Learning Approach to Determine Semantic Dependency Structure in Chinese. | Jiajun Yan, David B. Bracewell, Fuji Ren, Shingo Kuroiwa |
| 2006 | Adaptive Learning in Machine Summarization. | Zhuli Xie, Barbara Di Eugenio, Peter C. Nelson |
| 2006 | Demystify the Messages in the Hugin Architecture for Probabilistic Inference and Its Application. | Dan Wu, Karen H. Jin |
| 2006 | Towards an Ontology-Driven Approach for the Interoperability Problem in Security Compliance. | Alfred Ka Yiu Wong, Nandan Paramesh, Pradeep Kumar Ray |
| 2006 | Cohesion and Learning in a Tutorial Spoken Dialog System. | Arthur Ward, Diane J. Litman |
| 2006 | Modeling Bayesian Networks for Autonomous Diagnosis of Web Services. | Haiqin Wang, Guijun Wang, Alice Chen, Changzhou Wang, Casey K. Fung, Stephen A. Uczekaj, Rodolfo A. Santiago |
| 2006 | Generating Realistic Large Bayesian Networks by Tiling. | Ioannis Tsamardinos, Alexander R. Statnikov, Laura E. Brown, Constantin F. Aliferis |
| 2006 | Resolving Noun Compounds with Multi-Use Domain Knowledge. | Alicia Tribble, Scott E. Fahlman |
| 2006 | Learning Personalized Query Modifications. | Erika E. Torres-Verdn, Manfred Huber |
| 2006 | Ontology-based Disambiguation of the Semantic Relation between the Heads of two Noun Phrases. | Thomas Vestskov Terney, Tine Lassen |
| 2006 | Some Second Order Effects on Interval Based Probabilities. | David Sundgren, Mats Danielson, Love Ekenberg |
| 2006 | Language Games, Natural and Artificial. | John F. Sowa |
| 2006 | Personalizing Web Search: Communities and Collaboration. | Barry Smyth |
| 2006 | Developing Active Sensor Networks with Micro Mobile Robots: Distributed Node Localization. | Weihua Sheng, Girma S. Tewolde |
| 2006 | Automated Population of Cyc: Extracting Information about Named-entities from the Web. | Purvesh Shah, David Schneider, Cynthia Matuszek, Robert C. Kahlert, Bjrn Aldag, David Baxter, John Cabral, Michael Witbrock, Jon Curtis |
| 2006 | Annotating and Recognizing Event Modality in Text. | Roser Saur, Marc Verhagen, James Pustejovsky |
| 2006 | Efficient Bids on Task Allocation for Multi-Robot Exploration. | Sanem Sariel, Tucker R. Balch |
| 2006 | A Multi-Agent Architecture for a Dynamic Supply Chain Management. | Jos Alberto R. P. Sardinha, Marco S. Molinaro, Patrick M. Paranhos, Pedro M. Cunha, Ruy Luiz Milidi, Carlos Jos Pereira de Lucena |
| 2006 | Mining the Web to Determine Similarity Between Words, Objects, and Communities. | Mehran Sahami |
| 2006 | Measuring Long-Term Ontology Quality: A Case Study From the Automotive Industry. | Nestor Rychtyckyj |
| 2006 | Dependency-based Textual Entailment. | Vasile Rus |