| 2005 | Using Consensus Susceptibility and Consistency Measures for Inconsistent Knowledge Management. | Ngoc Thanh Nguyen, Michal Malowiecki |
| 2005 | Text Classification for DAG-Structured Categories. | Cao D. Nguyen, Tran A. Dung, Tru H. Cao |
| 2005 | Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics. | Mirco Nanni |
| 2005 | Mining Frequent Trees with Node-Inclusion Constraints. | Atsuyoshi Nakamura, Mineichi Kudo |
| 2005 | Machine Learning for Analyzing Human Brain Function. | Tom M. Mitchell |
| 2005 | Dynamic Fuzzy Clustering for Recommender Systems. | Sung-Hwan Min, Ingoo Han |
| 2005 | Bayesian Sequence Learning for Predicting Protein Cleavage Points. | Michael Mayo |
| 2005 | Sentiment Classification Using Word Sub-sequences and Dependency Sub-trees. | Shotaro Matsumoto, Hiroya Takamura, Manabu Okumura |
| 2005 | Conditional Random Fields for Transmembrane Helix Prediction. | Lior Lukov, Sanjay Chawla, W. Bret Church |
| 2005 | Online Algorithms for Mining Inter-stream Associations from Large Sensor Networks. | K. K. Loo, Ivy Tong, Ben Kao |
| 2005 | SETRED: Self-training with Editing. | Ming Li, Zhi-Hua Zhou |
| 2005 | Cluster-Based Rough Set Construction. | Qiang Li, Bo Zhang |
| 2005 | Locating Motifs in Time-Series Data. | Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, Wei Wang |
| 2005 | Dynamic Mining Hierarchical Topic from Web News Stream Data Using Divisive-Agglomerative Clustering Method. | Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le |
| 2005 | Maximizing Tree Diversity by Building Complete-Random Decision Trees. | Fei Tony Liu, Kai Ming Ting, Wei Fan |
| 2005 | Improved Self-splitting Competitive Learning Algorithm. | Jun Liu, Kotagiri Ramamohanarao |
| 2005 | A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets. | Ying Liu, Wei-keng Liao, Alok N. Choudhary |
| 2005 | A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams. | Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le |
| 2005 | Learning Bayesian Networks Structures from Incomplete Data: An Efficient Approach Based on Extended Evolutionary Programming. | Xiao-Lin Li, Xiangdong He, Senmiao Yuan |
| 2005 | USAID: Unifying Signature-Based and Anomaly-Based Intrusion Detection. | Zhuowei Li, Amitabha Das, Jianying Zhou |
| 2005 | Combining Classifiers with Multi-representation of Context in Word Sense Disambiguation. | Cuong Anh Le, Van-Nam Huynh, Akira Shimazu |
| 2005 | Subgroup Discovery Techniques and Applications. | Nada Lavrac |
| 2005 | Support Oriented Discovery of Generalized Disjunction-Free Representation of Frequent Patterns with Negation. | Marzena Kryszkiewicz, Katarzyna Cichon |
| 2005 | Approximated Clustering of Distributed High-Dimensional Data. | Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz |
| 2005 | Finding Sporadic Rules Using Apriori-Inverse. | Yun Sing Koh, Nathan Rountree |