| 2006 | Refining Human Behavior Models in a Context-based Architecture. | David O. Aihe, Avelino J. Gonzalez |
| 2005 | Survey of Word Sense Disambiguation Approaches. | Xiaohua Zhou, Hyoil Han |
| 2005 | A Simulation-based Approach to Evaluating the Effectiveness of Navigation Compression Models. | Tong Zheng, Randy Goebel |
| 2005 | Instrumentation for Automatic Monitoring of Affective State in Human-Computer Interaction. | Jing Zhai, Armando Barreto |
| 2005 | Tree-Based Methods for Fuzzy Rule Extraction. | Shuqing Zeng, Nan Zhang, Juyang Weng |
| 2005 | Evaluation of Background Knowledge for Latent Semantic Indexing Classification. | Sarah Zelikovitz, Finella Marquez |
| 2005 | Improving Text Classification Using EM with Background Text. | Sarah Zelikovitz, Haym Hirsh |
| 2005 | Sensitivity of Nonlinear Network Training to Affine Transformed Inputs. | Changhua Yu, Michael T. Manry, Pramod Lakshmi Narasimha |
| 2005 | How Heavy Should the Tails Be? | Changhe Yuan, Marek J. Druzdzel |
| 2005 | Automated HPOMDP Construction through Data-mining Techniques in the Intelligent Environment Domain. | G. Michael Youngblood, Edwin O. Heierman III, Diane J. Cook, Lawrence B. Holder |
| 2005 | Domain Specific Knowledge-based Information Retrieval Model using Knowledge Reduction. | Changwoo Yoon, Douglas D. Dankel II |
| 2005 | Combining Categorization-based and Corpus-based Approaches for CLIR. | Yiming Yang, Monica Rogati, Bryan Kisiel |
| 2005 | WIZER: An Automated Intelligent Tool for Model Improvement of Multi-Agent Social-Network Systems. | Alex Yahja, Kathleen M. Carley |
| 2005 | An Oracle based Meta-Learner for ID3. | R. Syama Sundar Yadav, Deepak Khemani |
| 2005 | Constrained Spectral Clustering under a Local Proximity Structure Assumption. | Qianjun Xu, Marie desJardins, Kiri Wagstaff |
| 2005 | Maximal Prime Subgraph Decomposition of Bayesian Networks: A Relational Database Perspective. | Dan Wu, S. K. Michael Wong |
| 2005 | Genetic Weighted K-means for Large-Scale Clustering Problems. | Fang-Xiang Wu, Anthony J. Kusalik, Wen-Jun Zhang |
| 2005 | On-Demand Thrifty Propagation for Belief Updating in Bayesian Networks - A Preliminary Report. | Dan Wu |
| 2005 | Similarity and Logic Based Ontology Mapping for Security Management. | Alfred Ka Yiu Wong, Nandan Paramesh, Pradeep Kumar Ray |
| 2005 | Handling Uncertain Rules in Composite Event Systems. | Segev Wasserkrug, Avigdor Gal, Opher Etzion |
| 2005 | A Global Polynomial Approximation Algorithm for Image Rectification. | Christopher O. Ward |
| 2005 | Knowledge Representation Using Predicate-Argument Structures with Nonclassical Quantifiers. | Zygmunt Vetulani |
| 2005 | Exploiting Belief Locality in Run-Time Decision-Theoretic Planners. | William H. Turkett Jr., John R. Rose |
| 2005 | Sensor Sequence Modeling for Driving. | Kari Torkkola, Srihari Venkatesan, Huan Liu |
| 2005 | Learning Useful System Call Attributes for Anomaly Detection. | Gaurav Tandon, Philip K. Chan |