| 2007 | Probabilistic Techniques for Corporate Blog Mining. | Flora S. Tsai, Yun Chen, Kap Luk Chan |
| 2007 | A Deterministic Crowding Evolutionary Algorithm for Optimization of a KNN-based Anomaly Intrusion Detection System. | Francisco de Toro-Negro, Pedro Garca-Teodoro, Jess Esteban Daz Verdejo, Gabriel Maci-Fernndez |
| 2007 | Learning Bayesian Networks with Combination of MRMR Criterion and EMI Method. | Fengzhan Tian, Feng Liu, Zhihai Wang, Jian Yu |
| 2007 | A Cooperative Coevolution Algorithm of RBFNN for Classification. | Jin Tian, Minqiang Li, Fuzan Chen |
| 2007 | Frequency-Weighted Fuzzy Time-Series Based on Fibonacci Sequence for TAIEX Forecasting. | Hia Jong Teoh, Tai-Liang Chen, Ching-Hsue Cheng |
| 2007 | A Hybrid Multi-group Privacy-Preserving Approach for Building Decision Trees. | Zhouxuan Teng, Wenliang Du |
| 2007 | Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation. | Jinhui Tang, Xian-Sheng Hua, Yan Song, Guo-Jun Qi, Xiuqing Wu |
| 2007 | Estimation of Class Membership Probabilities in the Document Classification. | Kazuko Takahashi, Hiroya Takamura, Manabu Okumura |
| 2007 | Incremental Clustering in Geography and Optimization Spaces. | Chih-Hua Tai, Bi-Ru Dai, Ming-Syan Chen |
| 2007 | Principal Curves with Feature Continuity. | Mingming Sun, Jing-yu Yang |
| 2007 | Discovering Correlated Items in Data Streams. | Xingzhi Sun, Ming Chang, Xue Li, Maria E. Orlowska |
| 2007 | A Tripartite Scorecard for the Pay/No pay Decision-Making in the Retail Banking Industry. | Maria Rocha Sousa, Joaquim Pinto da Costa |
| 2007 | Applications of Data Mining in E-Business Finance: Introduction. | Carlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou |
| 2007 | A Novel Adaptive and Safe Framework for Ubicomp. | Xuanhua Shi, Jean-Louis Pazat |
| 2007 | Secured Web Services Based on Extended Usage Control. | Woochul Shin, Sang Bong Yoo |
| 2007 | Semi-structure Mining Method for Text Mining with a Chunk-Based Dependency Structure. | Issei Sato, Hiroshi Nakagawa |
| 2007 | Predicting the Short-Term Market Reaction to Asset Specific News: Is Time Against Us? | Calum S. Robertson, Shlomo Geva, Rodney Wolff |
| 2007 | A Machine Learning Approach to Detecting Instantaneous Cognitive States from fMRI Data. | Rafael Ramrez, Montserrat Puiggrs |
| 2007 | BRIM: An Efficient Boundary Points Detecting Algorithm. | Bao-Zhi Qiu, Feng Yue, Jun-Yi Shen |
| 2007 | Grid-Based Clustering Algorithm Based on Intersecting Partition and Density Estimation. | Bao-Zhi Qiu, Xiang-Li Li, Jun-Yi Shen |
| 2007 | Syntactic Impact on Sentence Similarity Measure in Archive-Based QA System. | Guang Qiu, Jiajun Bu, Chun Chen, Peng Huang, Keke Cai |
| 2007 | Scaling Up Semi-supervised Learning: An Efficient and Effective LLGC Variant. | Bernhard Pfahringer, Claire Leschi, Peter Reutemann |
| 2007 | Service, Security and Its Data Management for Ubiquitous Computing - Overview. | Jong Hyuk Park, Deqing Zou |
| 2007 | Query Expansion Using a Collection Dependent Probabilistic Latent Semantic Thesaurus. | Laurence Anthony F. Park, Kotagiri Ramamohanarao |
| 2007 | Approximate Trace of Grid-Based Clusters over High Dimensional Data Streams. | Nam Hun Park, Won Suk Lee |