| 2007 | Handwritten Digit, Recognition Road to Contest victory. | Norbert Jankowski, Krzysztof Grabczewski |
| 2007 | Data Mining an EEG Dataset With an Emphasis on Dimensionality Reduction. | Pari Jahankhani, Kenneth Revett, Vassilis Kodogiannis |
| 2007 | A Self-Impact Analysis by Artificial Market Simulation. | Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo |
| 2007 | Influence of a priori Knowledge on Medical Document Categorization. | Lukasz Itert, Wlodzislaw Duch, John Pestian |
| 2007 | Fuzzy c-Means Classifier for Relational Data. | Hidetomo Ichihashi, Katsuhiro Honda, Yasuhiro Kuramoto, Fumiaki Matsuura |
| 2007 | Post-supervised Fuzzy c-Means Classifier with Hard Clustering. | Hidetomo Ichihashi, Katsuhiro Honda, Naho Kuwamoto, Takao Hattori |
| 2007 | Using Hypergraph-based Clustering Scheme for Traversal Prediction in Virtual Environments. | Shao-Shin Hung, Damon Shing-Min Liu |
| 2007 | Collaborative Knowledge Discovery & Data Mining: From Knowledge to Experience. | Timo Horeis, Bernhard Sick |
| 2007 | A Dynamic Graph Model for Analyzing Streaming News Documents. | Elizabeth Leeds Hohman, David J. Marchette |
| 2007 | Link Analysis of Incomplete Relationship Networks. | Edward F. Harrington |
| 2007 | Mining Subspace Correlations. | Rave Harpaz, Robert M. Haralick |
| 2007 | UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation. | Fedja Hadzic, Henry Tan, Tharam S. Dillon |
| 2007 | Time Series Forecasting Using Multiple Gaussian Process Prior Model. | Tomohiro Hachino, Visakan Kadirkamanathan |
| 2007 | 0-SM: A fast algorithm for mining Candidate Clusters in Pattern-based Clustering. | Jingfeng Guo, Qian Ma, Hanfeng Liu |
| 2007 | Evolutionary Neural Networks Applied to Land-cover Classification in Zhaoyuan, China. | Yan Guo, Lishan Kang, Fujiang Liu, Huashan Sun, Linlu Mei |
| 2007 | Analysis of streaming GPS measurements of surface displacement through a web services environment. | Robert Granat, Galip Aydin, Marlon E. Pierce, Zhigang Qi, Yehuda Bock |
| 2007 | Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence. | Krzysztof Grabczewski, Norbert Jankowski |
| 2007 | Navigation Space Based Intranet Usability Analysis. | Peter Gczy, Noriaki Izumi, Shotaro Akaho, Kiti Hasida |
| 2007 | A Constraint-based Method for Semantic Mapping from Natural Language Questions to OWL. | Mingxia Gao, Jiming Liu, Ning Zhong, Furong Chen |
| 2007 | Noise Reduction Approach for Decision Tree Construction: A Case Study of Knowledge Discovery on Climate and Air Pollution. | Kyoko Fukuda |
| 2007 | Using Data Mining to Enhance Automated Planning and Scheduling. | Jeremy Frank |
| 2007 | A New Evolutionary Approach for Time Series Forecasting. | Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato |
| 2007 | Evaluating Protein Motif Significance Measures: A Case Study on Prosite Patterns. | Pedro Gabriel Ferreira, Paulo J. Azevedo |
| 2007 | K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data. | Eli Faulkner |
| 2007 | SSM : A Frequent Sequential Data Stream Patterns Miner. | Christie I. Ezeife, Mostafa Monwar |